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181 results on '"Gabrielson, M"'

1. CYP2D6 Genotype Predicts Tamoxifen Discontinuation and Drug Response: A Secondary Analyses of the KARISMA Trial

Author: He, W., Eriksson, M., Eliasson, E., Grassmann, F., Bäcklund, M., Gabrielson, M., Hammarström, M., Margolin, S., Thorén, L., Wengström, Y., Borgquist, S., Hall, P., and Czene, K.
Published: 2021
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2. FANCM missense variants and breast cancer risk

Author: Figlioli, G., Billaud, A., Ahearn, T.U., Antonenkova, N.N., Becher, H., Beckmann, M.W., Behrens, S., Benitez, J., Bermisheva, M., Blok, M.J., Bogdanova, N.V., Bonanni, B., Burwinkel, B., Camp, N.J., Campbell, A., Castelao, J.E., Cessna, M.H., Chanock, S.J., Czene, K., Devilee, P., Dork, T., Engel, C., Eriksson, M., Fasching, P.A., Figueroa, J.D., Gabrielson, M., Gago-Dominguez, M., Garcia-Closas, M., Gonzalez-Neira, A., Grassmann, F., Guenel, P., Gundert, M., Hadjisavvas, A., Hahnen, E., Hall, P., Hamann, U., Harrington, P.A., He, W., Hillemanns, P., Hollestelle, A., Hooning, M.J., Hoppe, R., Howell, A., Humphreys, K., Jager, A., Jakubowska, A., Khusnutdinova, E.K., Ko, Y.D., Kristensen, V.N., Lindblom, A., Peterlongo, Paolo, MUMC+: DA KG Lab Specialisten (9), RS: GROW - R4 - Reproductive and Perinatal Medicine, MUMC+: DA KG Lab Centraal Lab (9), and Medical Oncology
Subjects: Manchester Cancer Research Centre, SDG 3 - Good Health and Well-being, ResearchInstitutes_Networks_Beacons/mcrc, Framework, Genetics, Pathogenicity, C.5791c-greater-than-t, Gene, Genetics (clinical)
Abstract: Evidence from literature, including the BRIDGES study, indicates that germline protein truncating variants (PTVs) in FANCM confer moderately increased risk of ER-negative and triple-negative breast cancer (TNBC), especially for women with a family history of the disease. Association between FANCM missense variants (MVs) and breast cancer risk has been postulated. In this study, we further used the BRIDGES study to test 689 FANCM MVs for association with breast cancer risk, overall and in ER-negative and TNBC subtypes, in 39,885 cases (7566 selected for family history) and 35,271 controls of European ancestry. Sixteen common MVs were tested individually; the remaining rare 673 MVs were tested by burden analyses considering their position and pathogenicity score. We also conducted a meta-analysis of our results and those from published studies. We did not find evidence for association for any of the 16 variants individually tested. The rare MVs were significantly associated with increased risk of ER-negative breast cancer by burden analysis comparing familial cases to controls (OR = 1.48; 95% CI 1.07–2.04; P = 0.017). Higher ORs were found for the subgroup of MVs located in functional domains or predicted to be pathogenic. The meta-analysis indicated that FANCM MVs overall are associated with breast cancer risk (OR = 1.22; 95% CI 1.08–1.38; P = 0.002). Our results support the definition from previous analyses of FANCM as a moderate-risk breast cancer gene and provide evidence that FANCM MVs could be low/moderate risk factors for ER-negative and TNBC subtypes. Further genetic and functional analyses are necessary to clarify better the increased risks due to FANCM MVs.
Published: 2023

3. Spectrum and Frequency of Germline FANCM Protein-Truncating Variants in 44,803 European Female Breast Cancer Cases

Author: Figlioli, G, Billaud, A, Wang, Q, Bolla, MK, Dennis, J, Lush, M, Kvist, A, Adank, MA, Ahearn, TU, Antonenkova, NN, Auvinen, P, Behrens, S, Bermisheva, M, Bogdanova, N, Bojesen, SE, Bonanni, B, Bruening, T, Camp, NJ, Campbell, A, Castelao, JE, Cessna, MH, Czene, K, Devilee, P, Doerk, T, Eriksson, M, Fasching, PA, Flyger, H, Gabrielson, M, Gago-Dominguez, M, Garcia-Closas, M, Glendon, G, Garcia, EG, Gonzalez-Neira, A, Grassmann, F, Guenel, P, Hahnen, E, Hamann, U, Hillemanns, P, Hooning, MJ, Hoppe, R, Howell, A, Humphreys, K, Jakubowska, A, Khusnutdinova, EK, Kristensen, VN, Lindblom, A, Loizidou, MA, Lubinski, J, Mannermaa, A, Maurer, T, Mavroudis, D, Newman, WG, Obi, N, Panayiotidis, M, Radice, P, Rashid, MU, Rhenius, V, Ruebner, M, Saloustros, E, Sawyer, EJ, Schmidt, MK, Schmutzler, RK, Shah, MT, Southey, MC, Tomlinson, I, Truong, T, van Veen, EM, Wendt, C, Yang, XR, Michailidou, K, Dunning, AM, Pharoah, PDP, Easton, DF, Andrulis, IL, Evans, DG, Hollestelle, A, Chang-Claude, J, Milne, RL, Peterlongo, P, Figlioli, G, Billaud, A, Wang, Q, Bolla, MK, Dennis, J, Lush, M, Kvist, A, Adank, MA, Ahearn, TU, Antonenkova, NN, Auvinen, P, Behrens, S, Bermisheva, M, Bogdanova, N, Bojesen, SE, Bonanni, B, Bruening, T, Camp, NJ, Campbell, A, Castelao, JE, Cessna, MH, Czene, K, Devilee, P, Doerk, T, Eriksson, M, Fasching, PA, Flyger, H, Gabrielson, M, Gago-Dominguez, M, Garcia-Closas, M, Glendon, G, Garcia, EG, Gonzalez-Neira, A, Grassmann, F, Guenel, P, Hahnen, E, Hamann, U, Hillemanns, P, Hooning, MJ, Hoppe, R, Howell, A, Humphreys, K, Jakubowska, A, Khusnutdinova, EK, Kristensen, VN, Lindblom, A, Loizidou, MA, Lubinski, J, Mannermaa, A, Maurer, T, Mavroudis, D, Newman, WG, Obi, N, Panayiotidis, M, Radice, P, Rashid, MU, Rhenius, V, Ruebner, M, Saloustros, E, Sawyer, EJ, Schmidt, MK, Schmutzler, RK, Shah, MT, Southey, MC, Tomlinson, I, Truong, T, van Veen, EM, Wendt, C, Yang, XR, Michailidou, K, Dunning, AM, Pharoah, PDP, Easton, DF, Andrulis, IL, Evans, DG, Hollestelle, A, Chang-Claude, J, Milne, RL, and Peterlongo, P
Abstract: FANCM germline protein truncating variants (PTVs) are moderate-risk factors for ER-negative breast cancer. We previously described the spectrum of FANCM PTVs in 114 European breast cancer cases. In the present, larger cohort, we report the spectrum and frequency of four common and 62 rare FANCM PTVs found in 274 carriers detected among 44,803 breast cancer cases. We confirmed that p.Gln1701* was the most common PTV in Northern Europe with lower frequencies in Southern Europe. In contrast, p.Gly1906Alafs*12 was the most common PTV in Southern Europe with decreasing frequencies in Central and Northern Europe. We verified that p.Arg658* was prevalent in Central Europe and had highest frequencies in Eastern Europe. We also confirmed that the fourth most common PTV, p.Gln498Thrfs*7, might be a founder variant from Lithuania. Based on the frequency distribution of the carriers of rare PTVs, we showed that the FANCM PTVs spectra in Southwestern and Central Europe were much more heterogeneous than those from Northeastern Europe. These findings will inform the development of more efficient FANCM genetic testing strategies for breast cancer cases from specific European populations.
Published: 2023

4. Evaluation of European-based polygenic risk score for breast cancer in Ashkenazi Jewish women in Israel

Author: Levi, H, Carmi, S, Rosset, S, Yerushalmi, R, Zick, A, Yablonski-Peretz, T, Wang, Q, Bolla, MK, Dennis, J, Michailidou, K, Lush, M, Ahearn, T, Andrulis, IL, Anton-Culver, H, Antoniou, AC, Arndt, V, Augustinsson, A, Auvinen, P, Freeman, LB, Beckmann, M, Behrens, S, Bermisheva, M, Bodelon, C, Bogdanova, NV, Bojesen, SE, Brenner, H, Byers, H, Camp, N, Castelao, J, Chang-Claude, J, Chirlaque, M-D, Chung, W, Clarke, C, Collee, MJ, Colonna, S, Couch, F, Cox, A, Cross, SS, Czene, K, Daly, M, Devilee, P, Dork, T, Dossus, L, Eccles, DM, Eliassen, AH, Eriksson, M, Evans, G, Fasching, P, Fletcher, O, Flyger, H, Fritschi, L, Gabrielson, M, Gago-Dominguez, M, Garcia-Closas, M, Garcia-Saenz, JA, Genkinger, J, Giles, GG, Goldberg, M, Guenel, P, Hall, P, Hamann, U, He, W, Hillemanns, P, Hollestelle, A, Hoppe, R, Hopper, J, Jakovchevska, S, Jakubowska, A, Jernstrom, H, John, E, Johnson, N, Jones, M, Vijai, J, Kaaks, R, Khusnutdinova, E, Kitahara, C, Koutros, S, Kristensen, V, Kurian, AW, Lacey, J, Lambrechts, D, Le Marchand, L, Lejbkowicz, F, Lindblom, A, Loibl, S, Lori, A, Lubinski, J, Mannermaa, A, Manoochehri, M, Mavroudis, D, Menon, U, Mulligan, A, Murphy, R, Nevelsteen, I, Newman, WG, Obi, N, O'Brien, K, Offit, K, Olshan, A, Plaseska-Karanfilska, D, Olson, J, Panico, S, Park-Simon, T-W, Patel, A, Peterlongo, P, Rack, B, Radice, P, Rennert, G, Rhenius, V, Romero, A, Saloustros, E, Sandler, D, Schmidt, MK, Schwentner, L, Shah, M, Sharma, P, Simard, J, Southey, M, Stone, J, Tapper, WJ, Taylor, J, Teras, L, Toland, AE, Troester, M, Truong, T, van der Kolk, LE, Weinberg, C, Wendt, C, Yang, XR, Zheng, W, Ziogas, A, Dunning, AM, Pharoah, P, Easton, DF, Ben-Sachar, S, Elefant, N, Shamir, R, Elkon, R, Levi, H, Carmi, S, Rosset, S, Yerushalmi, R, Zick, A, Yablonski-Peretz, T, Wang, Q, Bolla, MK, Dennis, J, Michailidou, K, Lush, M, Ahearn, T, Andrulis, IL, Anton-Culver, H, Antoniou, AC, Arndt, V, Augustinsson, A, Auvinen, P, Freeman, LB, Beckmann, M, Behrens, S, Bermisheva, M, Bodelon, C, Bogdanova, NV, Bojesen, SE, Brenner, H, Byers, H, Camp, N, Castelao, J, Chang-Claude, J, Chirlaque, M-D, Chung, W, Clarke, C, Collee, MJ, Colonna, S, Couch, F, Cox, A, Cross, SS, Czene, K, Daly, M, Devilee, P, Dork, T, Dossus, L, Eccles, DM, Eliassen, AH, Eriksson, M, Evans, G, Fasching, P, Fletcher, O, Flyger, H, Fritschi, L, Gabrielson, M, Gago-Dominguez, M, Garcia-Closas, M, Garcia-Saenz, JA, Genkinger, J, Giles, GG, Goldberg, M, Guenel, P, Hall, P, Hamann, U, He, W, Hillemanns, P, Hollestelle, A, Hoppe, R, Hopper, J, Jakovchevska, S, Jakubowska, A, Jernstrom, H, John, E, Johnson, N, Jones, M, Vijai, J, Kaaks, R, Khusnutdinova, E, Kitahara, C, Koutros, S, Kristensen, V, Kurian, AW, Lacey, J, Lambrechts, D, Le Marchand, L, Lejbkowicz, F, Lindblom, A, Loibl, S, Lori, A, Lubinski, J, Mannermaa, A, Manoochehri, M, Mavroudis, D, Menon, U, Mulligan, A, Murphy, R, Nevelsteen, I, Newman, WG, Obi, N, O'Brien, K, Offit, K, Olshan, A, Plaseska-Karanfilska, D, Olson, J, Panico, S, Park-Simon, T-W, Patel, A, Peterlongo, P, Rack, B, Radice, P, Rennert, G, Rhenius, V, Romero, A, Saloustros, E, Sandler, D, Schmidt, MK, Schwentner, L, Shah, M, Sharma, P, Simard, J, Southey, M, Stone, J, Tapper, WJ, Taylor, J, Teras, L, Toland, AE, Troester, M, Truong, T, van der Kolk, LE, Weinberg, C, Wendt, C, Yang, XR, Zheng, W, Ziogas, A, Dunning, AM, Pharoah, P, Easton, DF, Ben-Sachar, S, Elefant, N, Shamir, R, and Elkon, R
Abstract: BACKGROUND: Polygenic risk score (PRS), calculated based on genome-wide association studies (GWASs), can improve breast cancer (BC) risk assessment. To date, most BC GWASs have been performed in individuals of European (EUR) ancestry, and the generalisation of EUR-based PRS to other populations is a major challenge. In this study, we examined the performance of EUR-based BC PRS models in Ashkenazi Jewish (AJ) women. METHODS: We generated PRSs based on data on EUR women from the Breast Cancer Association Consortium (BCAC). We tested the performance of the PRSs in a cohort of 2161 AJ women from Israel (1437 cases and 724 controls) from BCAC (BCAC cohort from Israel (BCAC-IL)). In addition, we tested the performance of these EUR-based BC PRSs, as well as the established 313-SNP EUR BC PRS, in an independent cohort of 181 AJ women from Hadassah Medical Center (HMC) in Israel. RESULTS: In the BCAC-IL cohort, the highest OR per 1 SD was 1.56 (±0.09). The OR for AJ women at the top 10% of the PRS distribution compared with the middle quintile was 2.10 (±0.24). In the HMC cohort, the OR per 1 SD of the EUR-based PRS that performed best in the BCAC-IL cohort was 1.58±0.27. The OR per 1 SD of the commonly used 313-SNP BC PRS was 1.64 (±0.28). CONCLUSIONS: Extant EUR GWAS data can be used for generating PRSs that identify AJ women with markedly elevated risk of BC and therefore hold promise for improving BC risk assessment in AJ women.
Published: 2023

5. Association of the CHEK2 c.1100delC variant, radiotherapy, and systemic treatment with contralateral breast cancer risk and breast cancer-specific survival.

Author: Morra, A, Schreurs, MAC, Andrulis, IL, Anton-Culver, H, Augustinsson, A, Beckmann, MW, Behrens, S, Bojesen, SE, Bolla, MK, Brauch, H, Broeks, A, Buys, SS, Camp, NJ, Castelao, JE, Cessna, MH, Chang-Claude, J, Chung, WK, Collaborators, N, Colonna, SV, Couch, FJ, Cox, A, Cross, SS, Czene, K, Daly, MB, Dennis, J, Devilee, P, Dörk, T, Dunning, AM, Dwek, M, Easton, DF, Eccles, DM, Eriksson, M, Evans, DG, Fasching, PA, Fehm, TN, Figueroa, JD, Flyger, H, Gabrielson, M, Gago-Dominguez, M, García-Closas, M, García-Sáenz, JA, Genkinger, J, Grassmann, F, Gündert, M, Hahnen, E, Haiman, CA, Hamann, U, Harrington, PA, Hartikainen, JM, Hoppe, R, Hopper, JL, Houlston, RS, Howell, A, Investigators, A, Investigators, K, Jakubowska, A, Janni, W, Jernström, H, John, EM, Johnson, N, Jones, ME, Kristensen, VN, Kurian, AW, Lambrechts, D, Marchand, LL, Lindblom, A, Lubiński, J, Lux, MP, Mannermaa, A, Mavroudis, D, Mulligan, AM, Muranen, TA, Nevanlinna, H, Nevelsteen, I, Neven, P, Newman, WG, Obi, N, Offit, K, Olshan, AF, Park-Simon, T-W, Patel, AV, Peterlongo, P, Phillips, K-A, Plaseska-Karanfilska, D, Polley, EC, Presneau, N, Pylkäs, K, Rack, B, Radice, P, Rashid, MU, Rhenius, V, Robson, M, Romero, A, Saloustros, E, Sawyer, EJ, Schmutzler, RK, Schuetze, S, Scott, C, Shah, M, Smichkoska, S, Southey, MC, Tapper, WJ, Teras, LR, Tollenaar, RAEM, Tomczyk, K, Tomlinson, I, Troester, MA, Vachon, CM, van Veen, EM, Wang, Q, Wendt, C, Wildiers, H, Winqvist, R, Ziogas, A, Hall, P, Pharoah, PDP, Adank, MA, Hollestelle, A, Schmidt, MK, Hooning, MJ, Morra, A, Schreurs, MAC, Andrulis, IL, Anton-Culver, H, Augustinsson, A, Beckmann, MW, Behrens, S, Bojesen, SE, Bolla, MK, Brauch, H, Broeks, A, Buys, SS, Camp, NJ, Castelao, JE, Cessna, MH, Chang-Claude, J, Chung, WK, Collaborators, N, Colonna, SV, Couch, FJ, Cox, A, Cross, SS, Czene, K, Daly, MB, Dennis, J, Devilee, P, Dörk, T, Dunning, AM, Dwek, M, Easton, DF, Eccles, DM, Eriksson, M, Evans, DG, Fasching, PA, Fehm, TN, Figueroa, JD, Flyger, H, Gabrielson, M, Gago-Dominguez, M, García-Closas, M, García-Sáenz, JA, Genkinger, J, Grassmann, F, Gündert, M, Hahnen, E, Haiman, CA, Hamann, U, Harrington, PA, Hartikainen, JM, Hoppe, R, Hopper, JL, Houlston, RS, Howell, A, Investigators, A, Investigators, K, Jakubowska, A, Janni, W, Jernström, H, John, EM, Johnson, N, Jones, ME, Kristensen, VN, Kurian, AW, Lambrechts, D, Marchand, LL, Lindblom, A, Lubiński, J, Lux, MP, Mannermaa, A, Mavroudis, D, Mulligan, AM, Muranen, TA, Nevanlinna, H, Nevelsteen, I, Neven, P, Newman, WG, Obi, N, Offit, K, Olshan, AF, Park-Simon, T-W, Patel, AV, Peterlongo, P, Phillips, K-A, Plaseska-Karanfilska, D, Polley, EC, Presneau, N, Pylkäs, K, Rack, B, Radice, P, Rashid, MU, Rhenius, V, Robson, M, Romero, A, Saloustros, E, Sawyer, EJ, Schmutzler, RK, Schuetze, S, Scott, C, Shah, M, Smichkoska, S, Southey, MC, Tapper, WJ, Teras, LR, Tollenaar, RAEM, Tomczyk, K, Tomlinson, I, Troester, MA, Vachon, CM, van Veen, EM, Wang, Q, Wendt, C, Wildiers, H, Winqvist, R, Ziogas, A, Hall, P, Pharoah, PDP, Adank, MA, Hollestelle, A, Schmidt, MK, and Hooning, MJ
Abstract: Breast cancer (BC) patients with a germline CHEK2 c.1100delC variant have an increased risk of contralateral BC (CBC) and worse BC-specific survival (BCSS) compared to non-carriers. We aimed to assess the associations of CHEK2 c.1100delC, radiotherapy, and systemic treatment with CBC risk and BCSS. Analyses were based on 82,701 women diagnosed with invasive BC including 963 CHEK2 c.1100delC carriers; median follow-up was 9.1 years. Differential associations of treatment by CHEK2 c.1100delC status were tested by including interaction terms in a multivariable Cox regression model. A multi-state model was used for further insight into the relation between CHEK2 c.1100delC status, treatment, CBC risk and death. There was no evidence for differential associations of therapy with CBC risk by CHEK2 c.1100delC status The strongest association with reduced CBC risk was observed for the combination of chemotherapy and endocrine therapy [HR(95%CI): 0.66 (0.55-0.78)]. No association was observed with radiotherapy. Results from the multi-state model showed shorter BCSS for CHEK2 c.1100delC carriers versus non-carriers also after accounting for CBC occurrence [HR(95%CI) :1.30 (1.09-1.56)]. In conclusion, systemic therapy was associated with reduced CBC risk irrespective of CHEK2 c.1100delC status. Moreover, CHEK2 c.1100delC carriers had shorter BCSS, which appears not to be fully explained by their CBC risk. (Main MS: 3201 words).
Published: 2023

6. A genome-wide gene-environment interaction study of breast cancer risk for women of European ancestry

Author: Middha, PK, Wang, X, Behrens, S, Bolla, MK, Wang, Q, Dennis, J, Michailidou, K, Ahearn, TU, Andrulis, IL, Anton-Culver, H, Arndt, V, Aronson, KJ, Auer, PL, Augustinsson, A, Baert, T, Freeman, LEB, Becher, H, Beckmann, MW, Benitez, J, Bojesen, SE, Brauch, H, Brenner, H, Brooks-Wilson, A, Campa, D, Canzian, F, Carracedo, A, Castelao, JE, Chanock, SJ, Chenevix-Trench, G, Cordina-Duverger, E, Couch, FJ, Cox, A, Cross, SS, Czene, K, Dossus, L, Dugue, P-A, Eliassen, AH, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, J, Fletcher, O, Flyger, H, Gabrielson, M, Gago-Dominguez, M, Giles, GG, Gonzalez-Neira, A, Grassmann, F, Grundy, A, Guenel, P, Haiman, CA, Hakansson, N, Hall, P, Hamann, U, Hankinson, SE, Harkness, EF, Holleczek, B, Hoppe, R, Hopper, JL, Houlston, RS, Howell, A, Hunter, DJ, Ingvar, C, Isaksson, K, Jernstroem, H, John, EM, Jones, ME, Kaaks, R, Keeman, R, Kitahara, CM, Ko, Y-D, Koutros, S, Kurian, AW, Lacey, JV, Lambrechts, D, Larson, NL, Larsson, S, Le Marchand, L, Lejbkowicz, F, Li, S, Linet, M, Lissowska, J, Martinez, ME, Maurer, T, Mulligan, AM, Mulot, C, Murphy, RA, Newman, WG, Nielsen, SF, Nordestgaard, BG, Norman, A, O'Brien, KM, Olson, JE, Patel, AV, Prentice, R, Rees-Punia, E, Rennert, G, Rhenius, V, Ruddy, KJ, Sandler, DP, Scott, CG, Shah, MT, Shu, X-O, Smeets, A, Southey, MC, Stone, J, Tamimi, RM, Taylor, JA, Teras, LR, Tomczyk, K, Troester, MA, Truong, T, Vachon, CM, Wang, SS, Weinberg, CR, Wildiers, H, Willett, W, Winham, SJ, Wolk, A, Yang, X, Zamora, MP, Zheng, W, Ziogas, A, Dunning, AM, Pharoah, PDP, Garcia-Closas, M, Schmidt, MK, Kraft, P, Milne, RL, Lindstroem, S, Easton, DF, Chang-Claude, J, Middha, PK, Wang, X, Behrens, S, Bolla, MK, Wang, Q, Dennis, J, Michailidou, K, Ahearn, TU, Andrulis, IL, Anton-Culver, H, Arndt, V, Aronson, KJ, Auer, PL, Augustinsson, A, Baert, T, Freeman, LEB, Becher, H, Beckmann, MW, Benitez, J, Bojesen, SE, Brauch, H, Brenner, H, Brooks-Wilson, A, Campa, D, Canzian, F, Carracedo, A, Castelao, JE, Chanock, SJ, Chenevix-Trench, G, Cordina-Duverger, E, Couch, FJ, Cox, A, Cross, SS, Czene, K, Dossus, L, Dugue, P-A, Eliassen, AH, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, J, Fletcher, O, Flyger, H, Gabrielson, M, Gago-Dominguez, M, Giles, GG, Gonzalez-Neira, A, Grassmann, F, Grundy, A, Guenel, P, Haiman, CA, Hakansson, N, Hall, P, Hamann, U, Hankinson, SE, Harkness, EF, Holleczek, B, Hoppe, R, Hopper, JL, Houlston, RS, Howell, A, Hunter, DJ, Ingvar, C, Isaksson, K, Jernstroem, H, John, EM, Jones, ME, Kaaks, R, Keeman, R, Kitahara, CM, Ko, Y-D, Koutros, S, Kurian, AW, Lacey, JV, Lambrechts, D, Larson, NL, Larsson, S, Le Marchand, L, Lejbkowicz, F, Li, S, Linet, M, Lissowska, J, Martinez, ME, Maurer, T, Mulligan, AM, Mulot, C, Murphy, RA, Newman, WG, Nielsen, SF, Nordestgaard, BG, Norman, A, O'Brien, KM, Olson, JE, Patel, AV, Prentice, R, Rees-Punia, E, Rennert, G, Rhenius, V, Ruddy, KJ, Sandler, DP, Scott, CG, Shah, MT, Shu, X-O, Smeets, A, Southey, MC, Stone, J, Tamimi, RM, Taylor, JA, Teras, LR, Tomczyk, K, Troester, MA, Truong, T, Vachon, CM, Wang, SS, Weinberg, CR, Wildiers, H, Willett, W, Winham, SJ, Wolk, A, Yang, X, Zamora, MP, Zheng, W, Ziogas, A, Dunning, AM, Pharoah, PDP, Garcia-Closas, M, Schmidt, MK, Kraft, P, Milne, RL, Lindstroem, S, Easton, DF, and Chang-Claude, J
Abstract: BACKGROUND: Genome-wide studies of gene-environment interactions (G×E) may identify variants associated with disease risk in conjunction with lifestyle/environmental exposures. We conducted a genome-wide G×E analysis of ~ 7.6 million common variants and seven lifestyle/environmental risk factors for breast cancer risk overall and for estrogen receptor positive (ER +) breast cancer. METHODS: Analyses were conducted using 72,285 breast cancer cases and 80,354 controls of European ancestry from the Breast Cancer Association Consortium. Gene-environment interactions were evaluated using standard unconditional logistic regression models and likelihood ratio tests for breast cancer risk overall and for ER + breast cancer. Bayesian False Discovery Probability was employed to assess the noteworthiness of each SNP-risk factor pairs. RESULTS: Assuming a 1 × 10-5 prior probability of a true association for each SNP-risk factor pairs and a Bayesian False Discovery Probability < 15%, we identified two independent SNP-risk factor pairs: rs80018847(9p13)-LINGO2 and adult height in association with overall breast cancer risk (ORint = 0.94, 95% CI 0.92-0.96), and rs4770552(13q12)-SPATA13 and age at menarche for ER + breast cancer risk (ORint = 0.91, 95% CI 0.88-0.94). CONCLUSIONS: Overall, the contribution of G×E interactions to the heritability of breast cancer is very small. At the population level, multiplicative G×E interactions do not make an important contribution to risk prediction in breast cancer.
Published: 2023

7. FANCM missense variants and breast cancer risk: a case-control association study of 75,156 European women

Author: Figlioli, G, Billaud, A, Ahearn, TU, Antonenkova, NN, Becher, H, Beckmann, MW, Behrens, S, Benitez, J, Bermisheva, M, Blok, MJ, Bogdanova, NV, Bonanni, B, Burwinkel, B, Camp, NJ, Campbell, A, Castelao, JE, Cessna, MH, Chanock, SJ, Czene, K, Devilee, P, Doerk, T, Engel, C, Eriksson, M, Fasching, PA, Figueroa, JD, Gabrielson, M, Gago-Dominguez, M, Garcia-Closas, M, Gonzalez-Neira, A, Grassmann, F, Guenel, P, Guendert, M, Hadjisavvas, A, Hahnen, E, Hall, P, Hamann, U, Harrington, PA, He, W, Hillemanns, P, Hollestelle, A, Hooning, MJ, Hoppe, R, Howell, A, Humphreys, K, Jager, A, Jakubowska, A, Khusnutdinova, EK, Ko, Y-D, Kristensen, VN, Lindblom, A, Lissowska, J, Lubinski, J, Mannermaa, A, Manoukian, S, Margolin, S, Mavroudis, D, Newman, WG, Obi, N, Panayiotidis, MI, Rashid, MU, Rhenius, V, Rookus, MA, Saloustros, E, Sawyer, EJ, Schmutzler, RK, Shah, M, Sironen, R, Southey, MC, Suvanto, M, Tollenaar, RAEM, Tomlinson, I, Truong, T, van der Kolk, LE, van Veen, EM, Wappenschmidt, B, Yang, XR, Bolla, MK, Dennis, J, Dunning, AM, Easton, DF, Lush, M, Michailidou, K, Pharoah, PDP, Wang, Q, Adank, MA, Schmidt, MK, Andrulis, IL, Chang-Claude, J, Nevanlinna, H, Chenevix-Trench, G, Evans, DG, Milne, RL, Radice, P, Peterlongo, P, Figlioli, G, Billaud, A, Ahearn, TU, Antonenkova, NN, Becher, H, Beckmann, MW, Behrens, S, Benitez, J, Bermisheva, M, Blok, MJ, Bogdanova, NV, Bonanni, B, Burwinkel, B, Camp, NJ, Campbell, A, Castelao, JE, Cessna, MH, Chanock, SJ, Czene, K, Devilee, P, Doerk, T, Engel, C, Eriksson, M, Fasching, PA, Figueroa, JD, Gabrielson, M, Gago-Dominguez, M, Garcia-Closas, M, Gonzalez-Neira, A, Grassmann, F, Guenel, P, Guendert, M, Hadjisavvas, A, Hahnen, E, Hall, P, Hamann, U, Harrington, PA, He, W, Hillemanns, P, Hollestelle, A, Hooning, MJ, Hoppe, R, Howell, A, Humphreys, K, Jager, A, Jakubowska, A, Khusnutdinova, EK, Ko, Y-D, Kristensen, VN, Lindblom, A, Lissowska, J, Lubinski, J, Mannermaa, A, Manoukian, S, Margolin, S, Mavroudis, D, Newman, WG, Obi, N, Panayiotidis, MI, Rashid, MU, Rhenius, V, Rookus, MA, Saloustros, E, Sawyer, EJ, Schmutzler, RK, Shah, M, Sironen, R, Southey, MC, Suvanto, M, Tollenaar, RAEM, Tomlinson, I, Truong, T, van der Kolk, LE, van Veen, EM, Wappenschmidt, B, Yang, XR, Bolla, MK, Dennis, J, Dunning, AM, Easton, DF, Lush, M, Michailidou, K, Pharoah, PDP, Wang, Q, Adank, MA, Schmidt, MK, Andrulis, IL, Chang-Claude, J, Nevanlinna, H, Chenevix-Trench, G, Evans, DG, Milne, RL, Radice, P, and Peterlongo, P
Abstract: Evidence from literature, including the BRIDGES study, indicates that germline protein truncating variants (PTVs) in FANCM confer moderately increased risk of ER-negative and triple-negative breast cancer (TNBC), especially for women with a family history of the disease. Association between FANCM missense variants (MVs) and breast cancer risk has been postulated. In this study, we further used the BRIDGES study to test 689 FANCM MVs for association with breast cancer risk, overall and in ER-negative and TNBC subtypes, in 39,885 cases (7566 selected for family history) and 35,271 controls of European ancestry. Sixteen common MVs were tested individually; the remaining rare 673 MVs were tested by burden analyses considering their position and pathogenicity score. We also conducted a meta-analysis of our results and those from published studies. We did not find evidence for association for any of the 16 variants individually tested. The rare MVs were significantly associated with increased risk of ER-negative breast cancer by burden analysis comparing familial cases to controls (OR = 1.48; 95% CI 1.07-2.04; P = 0.017). Higher ORs were found for the subgroup of MVs located in functional domains or predicted to be pathogenic. The meta-analysis indicated that FANCM MVs overall are associated with breast cancer risk (OR = 1.22; 95% CI 1.08-1.38; P = 0.002). Our results support the definition from previous analyses of FANCM as a moderate-risk breast cancer gene and provide evidence that FANCM MVs could be low/moderate risk factors for ER-negative and TNBC subtypes. Further genetic and functional analyses are necessary to clarify better the increased risks due to FANCM MVs.
Published: 2023

8. Breast Cancer Risk Genes — Association Analysis in More than 113,000 Women

Author: Dorling, L., Carvalho, S., Allen, J., Gonzalez-Neira, A., Luccarini, C., Wahlstrom, C., Pooley, K.A., Parsons, M.T., Fortuno, C., Wang, Q., Bolla, M.K., Dennis, J., Keeman, R., Alonso, M.R., Alvarez, N., Herraez, B., Fernandez, V., Nunez-Torres, R., Osorio, A., Valcich, J., Li, M., Torngren, T., Harrington, P.A., Baynes, C., Conroy, D.M., Decker, B., Fachal, L., Mavaddat, N., Ahearn, T., Aittomaki, K., Antonenkova, N.N., Arnold, N., Arveux, P., Ausems, M.G.E.M., Auvinen, P., Becher, H., Beckmann, M.W., Behrens, S., Bermisheva, M., Bialkowska, K., Blomqvist, C., Bogdanova, N.V., Bogdanova-Markov, N., Bojesen, S.E., Bonanni, B., Borresen-Dale, A.L., Brauch, H., Bremer, M., Briceno, I., Bruning, T., Burwinkel, B., Cameron, D.A., Camp, N.J., Campbell, A., Carracedo, A., Castelao, J.E., Cessna, M.H., Chanock, S.J., Christiansen, H., Collee, J.M., Cordina-Duverger, E., Cornelissen, S., Czene, K., Dork, T., Ekici, A.B., Engel, C., Eriksson, M., Fasching, P.A., Figueroa, J., Flyger, H., Forsti, A., Gabrielson, M., Gago-Dominguez, M., Georgoulias, V., Gil, F., Giles, G.G., Glendon, G., Garcia, E.B.G., Alnaes, G.I.G., Guenel, P., Hadjisavvas, A., Haeberle, L., Hahnen, E., Hall, P., Hamann, U., Harkness, E.F., Hartikainen, J.M., Hartman, M., He, W., Heemskerk-Gerritsen, B.A.M., Hillemanns, P., Hogervorst, F.B.L., Hollestelle, A., Ho, W.K., Hooning, M.J., Howell, A., Humphreys, K., Idris, F., Jakubowska, A., Jung, A., Kapoor, P.M., Kerin, M.J., Khusnutdinova, E., Kim, S.W., Ko, Y.D., Kosma, V.M., Kristensen, V.N., Kyriacou, K., Lakeman, I.M.M., Lee, J.W., Lee, M.H., Li, J.M., Lindblom, A., W.Y. lo, Loizidou, M.A., Lophatananon, A., Lubinski, J., MacInnis, R.J., Madsen, M.J., Mannermaa, A., Manoochehri, M., Manoukian, S., Margolin, S., Martinez, M.E., Maurer, T., Mavroudis, D., McLean, C., Meindl, A., Mensenkamp, A.R., Michailidou, K., Miller, N., Taib, N.A.M., Muir, K., Mulligan, A.M., Nevanlinna, H., Newman, W.G., Nordestgaard, B.G., Ng, P.S., Oosterwijk, J.C., Park, S.K., Park-Simon, T.W., Perez, J.I.A., Peterlongo, P., Porteous, D.J., Prajzendanc, K., Prokofyeva, D., Radice, P., Rashid, M.U., Rhenius, V., Rookus, M.A., Rudiger, T., Saloustros, E., Sawyer, E.J., Schmutzler, R.K., Schneeweiss, A., Schurmann, P., Shah, M., Sohn, C., Southey, M.C., Surowy, H., Suvanto, M., Thanasitthichai, S., Tomlinson, I., Torres, D., Truong, T., Tzardi, M., Valova, Y., Asperen, C.J. van, Dam, R.M. van, Ouweland, A.M.W. van den, Kolk, L.E. van der, Veen, E.M. van, Wendt, C., Williams, J.A., Yang, X.H.R., Yoon, S.Y., Zamora, M.P., Evans, D.G., Hoya, M. de la, Simard, J., Antoniou, A.C., Borg, A., Andrulis, I.L., Chang-Claude, J., Garcia-Closas, M., Chenevix-Trench, G., Milne, R.L., Pharoah, P.D.P., Schmidt, M.K., Spurdle, A.B., Vreeswijk, M.P.G., Benitez, J., Dunning, A.M., Kvist, A., Teo, S.H., Devilee, P., Easton, D.F., Breast Canc Assoc Consortium, Erasmus MC other, Medical Oncology, Clinical Genetics, Keeman, Renske [0000-0002-5452-9933], Decker, Brennan [0000-0003-4516-7421], Eriksson, Mikael [0000-0001-8135-4270], Martinez, Maria Elena [0000-0002-6728-1834], Surowy, Harald [0000-0002-3595-9188], Pharoah, Paul DP [0000-0001-8494-732X], Apollo - University of Cambridge Repository, Damage and Repair in Cancer Development and Cancer Treatment (DARE), Targeted Gynaecologic Oncology (TARGON), RS: GROW - R4 - Reproductive and Perinatal Medicine, MUMC+: DA KG Polikliniek (9), and Klinische Genetica
Subjects: Adult, Risk, Oncology, medicine.medical_specialty, Adolescent, PALB2, Genetic counseling, Genes, BRCA2, Mutation, Missense, Genes, BRCA1, Estrogen receptor, Breast Neoplasms, 030204 cardiovascular system & hematology, OVARIAN-CANCER, Article, Young Adult, 03 medical and health sciences, 0302 clinical medicine, Breast cancer, SDG 3 - Good Health and Well-being, Internal medicine, Odds Ratio, medicine, Humans, Genetic Predisposition to Disease, 030212 general & internal medicine, skin and connective tissue diseases, CHEK2, Aged, Genetic testing, Genetic association, Aged, 80 and over, Women's cancers Radboud Institute for Molecular Life Sciences [Radboudumc 17], medicine.diagnostic_test, MUTATIONS, business.industry, Age Factors, Genetic Variation, Sequence Analysis, DNA, General Medicine, Odds ratio, Middle Aged, BRCA1, medicine.disease, 3. Good health, Logistic Models, Female, business
Abstract: BACKGROUNDGenetic testing for breast cancer susceptibility is widely used, but for many genes,evidence of an association with breast cancer is weak, underlying risk estimatesare imprecise, and reliable subtype-specific risk estimates are lacking.METHODSWe used a panel of 34 putative susceptibility genes to perform sequencing onsamples from 60,466 women with breast cancer and 53,461 controls. In separateanalyses for protein-truncating variants and rare missense variants in these genes,we estimated odds ratios for breast cancer overall and tumor subtypes. We evaluatedmissense-variant associations according to domain and classification of pathogenicity.RESULTSProtein-truncating variants in 5 genes (ATM, BRCA1, BRCA2, CHEK2, and PALB2)were associated with a risk of breast cancer overall with a P value of less than0.0001. Protein-truncating variants in 4 other genes (BARD1, RAD51C, RAD51D,and TP53) were associated with a risk of breast cancer overall with a P value ofless than 0.05 and a Bayesian false-discovery probability of less than 0.05. Forprotein-truncating variants in 19 of the remaining 25 genes, the upper limit ofthe 95% confidence interval of the odds ratio for breast cancer overall was lessthan 2.0. For protein-truncating variants in ATM and CHEK2, odds ratios werehigher for estrogen receptor (ER)–positive disease than for ER-negative disease;for protein-truncating variants in BARD1, BRCA1, BRCA2, PALB2, RAD51C, andRAD51D, odds ratios were higher for ER-negative disease than for ER-positivedisease. Rare missense variants (in aggregate) in ATM, CHEK2, and TP53 wereassociated with a risk of breast cancer overall with a P value of less than 0.001.For BRCA1, BRCA2, and TP53, missense variants (in aggregate) that would be classified as pathogenic according to standard criteria were associated with a riskof breast cancer overall, with the risk being similar to that of protein-truncatingvariants.CONCLUSIONSThe results of this study define the genes that are most clinically useful for inclusion on panels for the prediction of breast cancer risk, as well as provide estimatesof the risks associated with protein-truncating variants, to guide genetic counseling. (Funded by European Union Horizon 2020 programs and others.)
Published: 2021

9. Breast cancer risks associated with missense variants in breast cancer susceptibility genes

Author: Dorling, L., Carvalho, S., Allen, J., Parsons, M.T., Fortuno, C., Gonzalez-Neira, A., Heijl, S.M., Adank, M.A., Ahearn, T.U., Andrulis, I.L., Auvinen, P., Becher, H., Beckmann, M.W., Behrens, S., Bermisheva, M., Bogdanova, N.V., Bojesen, S.E., Bolla, M.K., Bremer, M., Briceno, I., Camp, N.J., Campbell, A., Castelao, J.E., Chang-Claude, J., Chanock, S.J., Chenevix-Trench, G., Collee, J.M., Czene, K., Dennis, J., Dork, T., Eriksson, M., Evans, D.G., Fasching, P.A., Figueroa, J., Flyger, H., Gabrielson, M., Gago-Dominguez, M., Garcia-Closas, M., Giles, G.G., Glendon, G., Guenel, P., Gundert, M., Hadjisavvas, A., Hahnen, E., Hall, P., Hamann, U., Harkness, E.F., Hartman, M., Hogervorst, F.B.L., Hollestelle, A., Hoppe, R., Howell, A., Jakubowska, A., Jung, A., Khusnutdinova, E., Kim, S.W., Ko, Y.D., Kristensen, V.N., Lakeman, I.M.M., Li, J.M., Lindblom, A., Loizidou, M.A., Lophatananon, A., Lubinski, J., Luccarini, C., Madsen, M.J., Mannermaa, A., Manoochehri, M., Margolin, S., Mavroudis, D., Milne, R.L., Taib, N.A.M., Muir, K., Nevanlinna, H., Newman, W.G., Oosterwijk, J.C., Park, S.K., Peterlongo, P., Radice, P., Saloustros, E., Sawyer, E.J., Schmutzler, R.K., Shah, M.T., Sim, X., Southey, M.C., Surowy, H., Suvanto, M., Tomlinson, I., Torres, D., Truong, T., Asperen, C.J. van, Waltes, R., Wang, Q., Yang, X.H.R., Pharoah, P.D.P., Schmidt, M.K., Benitez, J., Vroling, B., Dunning, A.M., Teo, S.H., Kvist, A., Hoya, M. de la, Devilee, P., Spurdle, A.B., Vreeswijk, M.P.G., Easton, D.F., NBCS Collaborators, KConFab Investigators, SGBCC Investigators, Clinical Genetics, Medical Oncology, Apollo - University of Cambridge Repository, Dennis, Joe [0000-0003-4591-1214], Pharoah, Paul [0000-0001-8494-732X], Easton, Douglas [0000-0003-2444-3247], Targeted Gynaecologic Oncology (TARGON), Damage and Repair in Cancer Development and Cancer Treatment (DARE), University of Helsinki, Clinicum, Department of Obstetrics and Gynecology, HUS Gynecology and Obstetrics, Centre de recherche en épidémiologie et santé des populations (CESP), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpital Paul Brousse-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Saclay, Wellcome Trust, WT: 633784, v203477/Z/16/Z, Horizon 2020 Framework Programme, H2020, Cancer Research UK, CRUK: C1287/A16563, The sequencing and analysis for this project was funded by the European Union’s Horizon 2020 Research and Innovation Programme (BRIDGES: grant number 634935) and the Wellcome Trust [grant no: v203477/Z/16/Z]. BCAC co-ordination was additionally funded by the European Union’s Horizon 2020 Research and Innovation Programme (BRIDGES: grant number 634935, BCAST: grant number 633784) and by Cancer Research UK [C1287/A16563]. Study specific funding is given in the Additional Note., and HAL UVSQ, Équipe
Subjects: Mutation, Missense, Breast Neoplasms, [SDV.GEN.GH] Life Sciences [q-bio]/Genetics/Human genetics, Breast Neoplasms/genetics, Breast Cancer, Genetic Epidemiology, Missense Variants, Risk Prediction, CLASSIFICATION, Breast cancer, Missense variants, SDG 3 - Good Health and Well-being, 3123 Gynaecology and paediatrics, SEQUENCE VARIANTS, Genetics, Humans, Genetic Predisposition to Disease, Genetic epidemiology, ddc:610, skin and connective tissue diseases, Molecular Biology, Genetics (clinical), MUTATIONS, Research, UNKNOWN CLINICAL-SIGNIFICANCE, 1184 Genetics, developmental biology, physiology, FRAMEWORK, BRCA1, Risk prediction, [SDV.GEN.GH]Life Sciences [q-bio]/Genetics/Human genetics, SUBSTITUTIONS, Case-Control Studies, Mutation, Molecular Medicine, Female, Missense, PATHOGENICITY
Abstract: Background Protein truncating variants in ATM, BRCA1, BRCA2, CHEK2, and PALB2 are associated with increased breast cancer risk, but risks associated with missense variants in these genes are uncertain. Methods We analyzed data on 59,639 breast cancer cases and 53,165 controls from studies participating in the Breast Cancer Association Consortium BRIDGES project. We sampled training (80%) and validation (20%) sets to analyze rare missense variants in ATM (1146 training variants), BRCA1 (644), BRCA2 (1425), CHEK2 (325), and PALB2 (472). We evaluated breast cancer risks according to five in silico prediction-of-deleteriousness algorithms, functional protein domain, and frequency, using logistic regression models and also mixture models in which a subset of variants was assumed to be risk-associated. Results The most predictive in silico algorithms were Helix (BRCA1, BRCA2 and CHEK2) and CADD (ATM). Increased risks appeared restricted to functional protein domains for ATM (FAT and PIK domains) and BRCA1 (RING and BRCT domains). For ATM, BRCA1, and BRCA2, data were compatible with small subsets (approximately 7%, 2%, and 0.6%, respectively) of rare missense variants giving similar risk to those of protein truncating variants in the same gene. For CHEK2, data were more consistent with a large fraction (approximately 60%) of rare missense variants giving a lower risk (OR 1.75, 95% CI (1.47–2.08)) than CHEK2 protein truncating variants. There was little evidence for an association with risk for missense variants in PALB2. The best fitting models were well calibrated in the validation set. Conclusions These results will inform risk prediction models and the selection of candidate variants for functional assays and could contribute to the clinical reporting of gene panel testing for breast cancer susceptibility.
Published: 2022

10. Genome-wide interaction analysis of menopausal hormone therapy use and breast cancer risk among 62,370 women

Author: Wang, X, Kapoor, PM, Auer, PL, Dennis, J, Dunning, AM, Wang, Q, Lush, M, Michailidou, K, Bolla, MK, Aronson, KJ, Murphy, RA, Brooks-Wilson, A, Lee, DG, Guenel, P, Truong, T, Mulot, C, Teras, LR, Patel, A, Dossus, L, Kaaks, R, Hoppe, R, Bruening, T, Hamann, U, Czene, K, Gabrielson, M, Hall, P, Eriksson, M, Jung, A, Becher, H, Couch, FJ, Larson, NL, Olson, JE, Ruddy, KJ, Giles, GG, MacInnis, RJ, Southey, MC, Le Marchand, L, Wilkens, LR, Haiman, CA, Olsson, H, Augustinsson, A, Krueger, U, Wagner, P, Scott, C, Winham, SJ, Vachon, CM, Perou, CM, Olshan, AF, Troester, MA, Hunter, DJ, Eliassen, HA, Tamimi, RM, Brantley, K, Andrulis, IL, Figueroa, J, Chanock, SJ, Ahearn, TU, Evans, GD, Newman, WG, VanVeen, EM, Howell, A, Wolk, A, Hakansson, N, Ziogas, A, Jones, ME, Orr, N, Schoemaker, MJ, Swerdlow, AJ, Kitahara, CM, Linet, M, Prentice, RL, Easton, DF, Milne, RL, Kraft, P, Chang-Claude, J, Lindstrom, S, Wang, X, Kapoor, PM, Auer, PL, Dennis, J, Dunning, AM, Wang, Q, Lush, M, Michailidou, K, Bolla, MK, Aronson, KJ, Murphy, RA, Brooks-Wilson, A, Lee, DG, Guenel, P, Truong, T, Mulot, C, Teras, LR, Patel, A, Dossus, L, Kaaks, R, Hoppe, R, Bruening, T, Hamann, U, Czene, K, Gabrielson, M, Hall, P, Eriksson, M, Jung, A, Becher, H, Couch, FJ, Larson, NL, Olson, JE, Ruddy, KJ, Giles, GG, MacInnis, RJ, Southey, MC, Le Marchand, L, Wilkens, LR, Haiman, CA, Olsson, H, Augustinsson, A, Krueger, U, Wagner, P, Scott, C, Winham, SJ, Vachon, CM, Perou, CM, Olshan, AF, Troester, MA, Hunter, DJ, Eliassen, HA, Tamimi, RM, Brantley, K, Andrulis, IL, Figueroa, J, Chanock, SJ, Ahearn, TU, Evans, GD, Newman, WG, VanVeen, EM, Howell, A, Wolk, A, Hakansson, N, Ziogas, A, Jones, ME, Orr, N, Schoemaker, MJ, Swerdlow, AJ, Kitahara, CM, Linet, M, Prentice, RL, Easton, DF, Milne, RL, Kraft, P, Chang-Claude, J, and Lindstrom, S
Abstract: Use of menopausal hormone therapy (MHT) is associated with increased risk for breast cancer. However, the relevant mechanisms and its interaction with genetic variants are not fully understood. We conducted a genome-wide interaction analysis between MHT use and genetic variants for breast cancer risk in 27,585 cases and 34,785 controls from 26 observational studies. All women were post-menopausal and of European ancestry. Multivariable logistic regression models were used to test for multiplicative interactions between genetic variants and current MHT use. We considered interaction p-values < 5 × 10-8 as genome-wide significant, and p-values < 1 × 10-5 as suggestive. Linkage disequilibrium (LD)-based clumping was performed to identify independent candidate variants. None of the 9.7 million genetic variants tested for interactions with MHT use reached genome-wide significance. Only 213 variants, representing 18 independent loci, had p-values < 1 × 105. The strongest evidence was found for rs4674019 (p-value = 2.27 × 10-7), which showed genome-wide significant interaction (p-value = 3.8 × 10-8) with current MHT use when analysis was restricted to population-based studies only. Limiting the analyses to combined estrogen-progesterone MHT use only or to estrogen receptor (ER) positive cases did not identify any genome-wide significant evidence of interactions. In this large genome-wide SNP-MHT interaction study of breast cancer, we found no strong support for common genetic variants modifying the effect of MHT on breast cancer risk. These results suggest that common genetic variation has limited impact on the observed MHT-breast cancer risk association.
Published: 2022

11. Rare germline copy number variants (CNVs) and breast cancer risk

Author: Dennis, J, Tyrer, JP, Walker, LC, Michailidou, K, Dorling, L, Bolla, MK, Wang, Q, Ahearn, TU, Andrulis, IL, Anton-Culver, H, Antonenkova, NN, Arndt, V, Aronson, KJ, Freeman, LEB, Beckmann, MW, Behrens, S, Benitez, J, Bermisheva, M, Bogdanova, N, Bojesen, SE, Brenner, H, Castelao, JE, Chang-Claude, J, Chenevix-Trench, G, Clarke, CL, Collee, JM, Couch, FJ, Cox, A, Cross, SS, Czene, K, Devilee, P, Dork, T, Dossus, L, Eliassen, AH, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, J, Fletcher, O, Flyger, H, Fritschi, L, Gabrielson, M, Gago-Dominguez, M, Garcia-Closas, M, Giles, GG, Gonzalez-Neira, A, Guenel, P, Hahnen, E, Haiman, CA, Hall, P, Hollestelle, A, Hoppe, R, Hopper, JL, Howell, A, Jager, A, Jakubowska, A, John, EM, Johnson, N, Jones, ME, Jung, A, Kaaks, R, Keeman, R, Khusnutdinova, E, Kitahara, CM, Ko, Y-D, Kosma, V-M, Koutros, S, Kraft, P, Kristensen, VN, Kubelka-Sabit, K, Kurian, AW, Lacey, J, Lambrechts, D, Larson, NL, Linet, M, Ogrodniczak, A, Mannermaa, A, Manoukian, S, Margolin, S, Mavroudis, D, Milne, RL, Muranen, TA, Murphy, RA, Nevanlinna, H, Olson, JE, Olsson, H, Park-Simon, T-W, Perou, CM, Peterlongo, P, Plaseska-Karanfilska, D, Pylkas, K, Rennert, G, Saloustros, E, Sandler, DP, Sawyer, EJ, Schmidt, MK, Schmutzler, RK, Shibli, R, Smeets, A, Soucy, P, Southey, MC, Swerdlow, AJ, Tamimi, RM, Taylor, JA, Teras, LR, Terry, MB, Tomlinson, I, Troester, MA, Truong, T, Vachon, CM, Wendt, C, Winqvist, R, Wolk, A, Yang, XR, Zheng, W, Ziogas, A, Simard, J, Dunning, AM, Pharoah, PDP, Easton, DF, Dennis, J, Tyrer, JP, Walker, LC, Michailidou, K, Dorling, L, Bolla, MK, Wang, Q, Ahearn, TU, Andrulis, IL, Anton-Culver, H, Antonenkova, NN, Arndt, V, Aronson, KJ, Freeman, LEB, Beckmann, MW, Behrens, S, Benitez, J, Bermisheva, M, Bogdanova, N, Bojesen, SE, Brenner, H, Castelao, JE, Chang-Claude, J, Chenevix-Trench, G, Clarke, CL, Collee, JM, Couch, FJ, Cox, A, Cross, SS, Czene, K, Devilee, P, Dork, T, Dossus, L, Eliassen, AH, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, J, Fletcher, O, Flyger, H, Fritschi, L, Gabrielson, M, Gago-Dominguez, M, Garcia-Closas, M, Giles, GG, Gonzalez-Neira, A, Guenel, P, Hahnen, E, Haiman, CA, Hall, P, Hollestelle, A, Hoppe, R, Hopper, JL, Howell, A, Jager, A, Jakubowska, A, John, EM, Johnson, N, Jones, ME, Jung, A, Kaaks, R, Keeman, R, Khusnutdinova, E, Kitahara, CM, Ko, Y-D, Kosma, V-M, Koutros, S, Kraft, P, Kristensen, VN, Kubelka-Sabit, K, Kurian, AW, Lacey, J, Lambrechts, D, Larson, NL, Linet, M, Ogrodniczak, A, Mannermaa, A, Manoukian, S, Margolin, S, Mavroudis, D, Milne, RL, Muranen, TA, Murphy, RA, Nevanlinna, H, Olson, JE, Olsson, H, Park-Simon, T-W, Perou, CM, Peterlongo, P, Plaseska-Karanfilska, D, Pylkas, K, Rennert, G, Saloustros, E, Sandler, DP, Sawyer, EJ, Schmidt, MK, Schmutzler, RK, Shibli, R, Smeets, A, Soucy, P, Southey, MC, Swerdlow, AJ, Tamimi, RM, Taylor, JA, Teras, LR, Terry, MB, Tomlinson, I, Troester, MA, Truong, T, Vachon, CM, Wendt, C, Winqvist, R, Wolk, A, Yang, XR, Zheng, W, Ziogas, A, Simard, J, Dunning, AM, Pharoah, PDP, and Easton, DF
Abstract: Germline copy number variants (CNVs) are pervasive in the human genome but potential disease associations with rare CNVs have not been comprehensively assessed in large datasets. We analysed rare CNVs in genes and non-coding regions for 86,788 breast cancer cases and 76,122 controls of European ancestry with genome-wide array data. Gene burden tests detected the strongest association for deletions in BRCA1 (P = 3.7E-18). Nine other genes were associated with a p-value < 0.01 including known susceptibility genes CHEK2 (P = 0.0008), ATM (P = 0.002) and BRCA2 (P = 0.008). Outside the known genes we detected associations with p-values < 0.001 for either overall or subtype-specific breast cancer at nine deletion regions and four duplication regions. Three of the deletion regions were in established common susceptibility loci. To the best of our knowledge, this is the first genome-wide analysis of rare CNVs in a large breast cancer case-control dataset. We detected associations with exonic deletions in established breast cancer susceptibility genes. We also detected suggestive associations with non-coding CNVs in known and novel loci with large effects sizes. Larger sample sizes will be required to reach robust levels of statistical significance.
Published: 2022

12. Pathology of Tumors Associated With Pathogenic Germline Variants in 9 Breast Cancer Susceptibility Genes

Author: Mavaddat, N, Dorling, L, Carvalho, S, Allen, J, Gonzalez-Neira, A, Keeman, R, Bolla, MK, Dennis, J, Wang, Q, Ahearn, TU, Andrulis, IL, Beckmann, MW, Behrens, S, Benitez, J, Bermisheva, M, Blomqvist, C, Bogdanova, N, Bojesen, SE, Briceno, I, Bruning, T, Camp, NJ, Campbell, A, Castelao, JE, Chang-Claude, J, Chanock, SJ, Chenevix-Trench, G, Christiansen, H, Czene, K, Dork, T, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, JD, Flyger, H, Gabrielson, M, Gago-Dominguez, M, Geisler, J, Giles, GG, Guenel, P, Hadjisavvas, A, Hahnen, E, Hall, P, Hamann, U, Hartikainen, JM, Hartman, M, Hoppe, R, Howell, A, Jakubowska, A, Jung, A, Khusnutdinova, EK, Kristensen, VN, Li, J, Lim, SH, Lindblom, A, Loizidou, MA, Lophatananon, A, Lubinski, J, Madsen, MJ, Mannermaa, A, Manoochehri, M, Margolin, S, Mavroudis, D, Milne, RL, Taib, NAM, Morra, A, Muir, K, Obi, N, Osorio, A, Park-Simon, T-W, Peterlongo, P, Radice, P, Saloustros, E, Sawyer, EJ, Schmutzler, RK, Shah, M, Sim, X, Southey, MC, Thorne, H, Tomlinson, I, Torres, D, Truong, T, Yip, CH, Spurdle, AB, Vreeswijk, MPG, Dunning, AM, Garcia-Closas, M, Pharoah, PDP, Kvist, A, Muranen, TA, Nevanlinna, H, Teo, SH, Devilee, P, Schmidt, MK, Easton, DF, Mavaddat, N, Dorling, L, Carvalho, S, Allen, J, Gonzalez-Neira, A, Keeman, R, Bolla, MK, Dennis, J, Wang, Q, Ahearn, TU, Andrulis, IL, Beckmann, MW, Behrens, S, Benitez, J, Bermisheva, M, Blomqvist, C, Bogdanova, N, Bojesen, SE, Briceno, I, Bruning, T, Camp, NJ, Campbell, A, Castelao, JE, Chang-Claude, J, Chanock, SJ, Chenevix-Trench, G, Christiansen, H, Czene, K, Dork, T, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, JD, Flyger, H, Gabrielson, M, Gago-Dominguez, M, Geisler, J, Giles, GG, Guenel, P, Hadjisavvas, A, Hahnen, E, Hall, P, Hamann, U, Hartikainen, JM, Hartman, M, Hoppe, R, Howell, A, Jakubowska, A, Jung, A, Khusnutdinova, EK, Kristensen, VN, Li, J, Lim, SH, Lindblom, A, Loizidou, MA, Lophatananon, A, Lubinski, J, Madsen, MJ, Mannermaa, A, Manoochehri, M, Margolin, S, Mavroudis, D, Milne, RL, Taib, NAM, Morra, A, Muir, K, Obi, N, Osorio, A, Park-Simon, T-W, Peterlongo, P, Radice, P, Saloustros, E, Sawyer, EJ, Schmutzler, RK, Shah, M, Sim, X, Southey, MC, Thorne, H, Tomlinson, I, Torres, D, Truong, T, Yip, CH, Spurdle, AB, Vreeswijk, MPG, Dunning, AM, Garcia-Closas, M, Pharoah, PDP, Kvist, A, Muranen, TA, Nevanlinna, H, Teo, SH, Devilee, P, Schmidt, MK, and Easton, DF
Abstract: IMPORTANCE: Rare germline genetic variants in several genes are associated with increased breast cancer (BC) risk, but their precise contributions to different disease subtypes are unclear. This information is relevant to guidelines for gene panel testing and risk prediction. OBJECTIVE: To characterize tumors associated with BC susceptibility genes in large-scale population- or hospital-based studies. DESIGN, SETTING, AND PARTICIPANTS: The multicenter, international case-control analysis of the BRIDGES study included 42 680 patients and 46 387 control participants, comprising women aged 18 to 79 years who were sampled independently of family history from 38 studies. Studies were conducted between 1991 and 2016. Sequencing and analysis took place between 2016 and 2021. EXPOSURES: Protein-truncating variants and likely pathogenic missense variants in ATM, BARD1, BRCA1, BRCA2, CHEK2, PALB2, RAD51C, RAD51D, and TP53. MAIN OUTCOMES AND MEASURES: The intrinsic-like BC subtypes as defined by estrogen receptor, progesterone receptor, and ERBB2 (formerly known as HER2) status, and tumor grade; morphology; size; stage; lymph node involvement; subtype-specific odds ratios (ORs) for carrying protein-truncating variants and pathogenic missense variants in the 9 BC susceptibility genes. RESULTS: The mean (SD) ages at interview (control participants) and diagnosis (cases) were 55.1 (11.9) and 55.8 (10.6) years, respectively; all participants were of European or East Asian ethnicity. There was substantial heterogeneity in the distribution of intrinsic subtypes by gene. RAD51C, RAD51D, and BARD1 variants were associated mainly with triple-negative disease (OR, 6.19 [95% CI, 3.17-12.12]; OR, 6.19 [95% CI, 2.99-12.79]; and OR, 10.05 [95% CI, 5.27-19.19], respectively). CHEK2 variants were associated with all subtypes (with ORs ranging from 2.21-3.17) except for triple-negative disease. For ATM variants, the association was strongest for the hormone receptor (HR)+ERBB2- high-grade subt
Published: 2022

13. Incorporating progesterone receptor expression into the PREDICT breast prognostic model

Author: Grootes, I, Keeman, R, Blows, FM, Milne, RL, Giles, GG, Swerdlow, AJ, Fasching, PA, Abubakar, M, Andrulis, IL, Anton-Culver, H, Beckmann, MW, Blomqvist, C, Bojesen, SE, Bolla, MK, Bonanni, B, Briceno, I, Burwinkel, B, Camp, NJ, Castelao, JE, Choi, J-Y, Clarke, CL, Couch, FJ, Cox, A, Cross, SS, Czene, K, Devilee, P, Dork, T, Dunning, AM, Dwek, M, Easton, DF, Eccles, DM, Eriksson, M, Ernst, K, Evans, DG, Figueroa, JD, Fink, V, Floris, G, Fox, S, Gabrielson, M, Gago-Dominguez, M, Garcia-Saenz, JA, Gonzalez-Neira, A, Haeberle, L, Haiman, CA, Hall, P, Hamann, U, Harkness, EF, Hartman, M, Hein, A, Hooning, MJ, Hou, M-F, Howell, SJ, Ito, H, Jakubowska, A, Janni, W, John, EM, Jung, A, Kang, D, Kristensen, VN, Kwong, A, Lambrechts, D, Li, J, Manoochehri, M, Margolin, S, Matsuo, K, Taib, NAM, Mulligan, AM, Nevanlinna, H, Newman, WG, Offit, K, Osorio, A, Park, SK, Park-Simon, T-W, Patel, A, Presneau, N, Pylkas, K, Rack, B, Radice, P, Rennert, G, Romero, A, Saloustros, E, Sawyer, EJ, Schneeweiss, A, Schochter, F, Schoemaker, MJ, Shen, C-Y, Shibli, R, Sinn, P, Tapper, WJ, Tawfiq, E, Teo, SH, Teras, LR, Torres, D, Vachon, CM, van Deurzen, CHM, Wendt, C, Williams, JA, Winqvist, R, Elwood, M, Schmidt, MK, Pharoah, PDP, Grootes, I, Keeman, R, Blows, FM, Milne, RL, Giles, GG, Swerdlow, AJ, Fasching, PA, Abubakar, M, Andrulis, IL, Anton-Culver, H, Beckmann, MW, Blomqvist, C, Bojesen, SE, Bolla, MK, Bonanni, B, Briceno, I, Burwinkel, B, Camp, NJ, Castelao, JE, Choi, J-Y, Clarke, CL, Couch, FJ, Cox, A, Cross, SS, Czene, K, Devilee, P, Dork, T, Dunning, AM, Dwek, M, Easton, DF, Eccles, DM, Eriksson, M, Ernst, K, Evans, DG, Figueroa, JD, Fink, V, Floris, G, Fox, S, Gabrielson, M, Gago-Dominguez, M, Garcia-Saenz, JA, Gonzalez-Neira, A, Haeberle, L, Haiman, CA, Hall, P, Hamann, U, Harkness, EF, Hartman, M, Hein, A, Hooning, MJ, Hou, M-F, Howell, SJ, Ito, H, Jakubowska, A, Janni, W, John, EM, Jung, A, Kang, D, Kristensen, VN, Kwong, A, Lambrechts, D, Li, J, Manoochehri, M, Margolin, S, Matsuo, K, Taib, NAM, Mulligan, AM, Nevanlinna, H, Newman, WG, Offit, K, Osorio, A, Park, SK, Park-Simon, T-W, Patel, A, Presneau, N, Pylkas, K, Rack, B, Radice, P, Rennert, G, Romero, A, Saloustros, E, Sawyer, EJ, Schneeweiss, A, Schochter, F, Schoemaker, MJ, Shen, C-Y, Shibli, R, Sinn, P, Tapper, WJ, Tawfiq, E, Teo, SH, Teras, LR, Torres, D, Vachon, CM, van Deurzen, CHM, Wendt, C, Williams, JA, Winqvist, R, Elwood, M, Schmidt, MK, and Pharoah, PDP
Abstract: BACKGROUND: Predict Breast (www.predict.nhs.uk) is an online prognostication and treatment benefit tool for early invasive breast cancer. The aim of this study was to incorporate the prognostic effect of progesterone receptor (PR) status into a new version of PREDICT and to compare its performance to the current version (2.2). METHOD: The prognostic effect of PR status was based on the analysis of data from 45,088 European patients with breast cancer from 49 studies in the Breast Cancer Association Consortium. Cox proportional hazard models were used to estimate the hazard ratio for PR status. Data from a New Zealand study of 11,365 patients with early invasive breast cancer were used for external validation. Model calibration and discrimination were used to test the model performance. RESULTS: Having a PR-positive tumour was associated with a 23% and 28% lower risk of dying from breast cancer for women with oestrogen receptor (ER)-negative and ER-positive breast cancer, respectively. The area under the ROC curve increased with the addition of PR status from 0.807 to 0.809 for patients with ER-negative tumours (p = 0.023) and from 0.898 to 0.902 for patients with ER-positive tumours (p = 2.3 × 10-6) in the New Zealand cohort. Model calibration was modest with 940 observed deaths compared to 1151 predicted. CONCLUSION: The inclusion of the prognostic effect of PR status to PREDICT Breast has led to an improvement of model performance and more accurate absolute treatment benefit predictions for individual patients. Further studies should determine whether the baseline hazard function requires recalibration.
Published: 2022

14. Breast cancer risks associated with missense variants in breast cancer susceptibility genes

Author: Dorling, L, Carvalho, S, Allen, J, Parsons, MT, Fortuno, C, Gonzalez-Neira, A, Heijl, SM, Adank, MA, Ahearn, TU, Andrulis, IL, Auvinen, P, Becher, H, Beckmann, MW, Behrens, S, Bermisheva, M, Bogdanova, NV, Bojesen, SE, Bolla, MK, Bremer, M, Briceno, I, Camp, NJ, Campbell, A, Castelao, JE, Chang-Claude, J, Chanock, SJ, Chenevix-Trench, G, Collee, JM, Czene, K, Dennis, J, Dork, T, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, J, Flyger, H, Gabrielson, M, Gago-Dominguez, M, Garcia-Closas, M, Giles, GG, Glendon, G, Guenel, P, Gundert, M, Hadjisavvas, A, Hahnen, E, Hall, P, Hamann, U, Harkness, EF, Hartman, M, Hogervorst, FBL, Hollestelle, A, Hoppe, R, Howell, A, Jakubowska, A, Jung, A, Khusnutdinova, E, Kim, S-W, Ko, Y-D, Kristensen, VN, Lakeman, IMM, Li, J, Lindblom, A, Loizidou, MA, Lophatananon, A, Lubinski, J, Luccarini, C, Madsen, MJ, Mannermaa, A, Manoochehri, M, Margolin, S, Mavroudis, D, Milne, RL, Mohd Taib, NA, Muir, K, Nevanlinna, H, Newman, WG, Oosterwijk, JC, Park, SK, Peterlongo, P, Radice, P, Saloustros, E, Sawyer, EJ, Schmutzler, RK, Shah, M, Sim, X, Southey, MC, Surowy, H, Suvanto, M, Tomlinson, I, Torres, D, Truong, T, van Asperen, CJ, Waltes, R, Wang, Q, Yang, XR, Pharoah, PDP, Schmidt, MK, Benitez, J, Vroling, B, Dunning, AM, Teo, SH, Kvist, A, de la Hoya, M, Devilee, P, Spurdle, AB, Vreeswijk, MPG, Easton, DF, Dorling, L, Carvalho, S, Allen, J, Parsons, MT, Fortuno, C, Gonzalez-Neira, A, Heijl, SM, Adank, MA, Ahearn, TU, Andrulis, IL, Auvinen, P, Becher, H, Beckmann, MW, Behrens, S, Bermisheva, M, Bogdanova, NV, Bojesen, SE, Bolla, MK, Bremer, M, Briceno, I, Camp, NJ, Campbell, A, Castelao, JE, Chang-Claude, J, Chanock, SJ, Chenevix-Trench, G, Collee, JM, Czene, K, Dennis, J, Dork, T, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, J, Flyger, H, Gabrielson, M, Gago-Dominguez, M, Garcia-Closas, M, Giles, GG, Glendon, G, Guenel, P, Gundert, M, Hadjisavvas, A, Hahnen, E, Hall, P, Hamann, U, Harkness, EF, Hartman, M, Hogervorst, FBL, Hollestelle, A, Hoppe, R, Howell, A, Jakubowska, A, Jung, A, Khusnutdinova, E, Kim, S-W, Ko, Y-D, Kristensen, VN, Lakeman, IMM, Li, J, Lindblom, A, Loizidou, MA, Lophatananon, A, Lubinski, J, Luccarini, C, Madsen, MJ, Mannermaa, A, Manoochehri, M, Margolin, S, Mavroudis, D, Milne, RL, Mohd Taib, NA, Muir, K, Nevanlinna, H, Newman, WG, Oosterwijk, JC, Park, SK, Peterlongo, P, Radice, P, Saloustros, E, Sawyer, EJ, Schmutzler, RK, Shah, M, Sim, X, Southey, MC, Surowy, H, Suvanto, M, Tomlinson, I, Torres, D, Truong, T, van Asperen, CJ, Waltes, R, Wang, Q, Yang, XR, Pharoah, PDP, Schmidt, MK, Benitez, J, Vroling, B, Dunning, AM, Teo, SH, Kvist, A, de la Hoya, M, Devilee, P, Spurdle, AB, Vreeswijk, MPG, and Easton, DF
Abstract: BACKGROUND: Protein truncating variants in ATM, BRCA1, BRCA2, CHEK2, and PALB2 are associated with increased breast cancer risk, but risks associated with missense variants in these genes are uncertain. METHODS: We analyzed data on 59,639 breast cancer cases and 53,165 controls from studies participating in the Breast Cancer Association Consortium BRIDGES project. We sampled training (80%) and validation (20%) sets to analyze rare missense variants in ATM (1146 training variants), BRCA1 (644), BRCA2 (1425), CHEK2 (325), and PALB2 (472). We evaluated breast cancer risks according to five in silico prediction-of-deleteriousness algorithms, functional protein domain, and frequency, using logistic regression models and also mixture models in which a subset of variants was assumed to be risk-associated. RESULTS: The most predictive in silico algorithms were Helix (BRCA1, BRCA2 and CHEK2) and CADD (ATM). Increased risks appeared restricted to functional protein domains for ATM (FAT and PIK domains) and BRCA1 (RING and BRCT domains). For ATM, BRCA1, and BRCA2, data were compatible with small subsets (approximately 7%, 2%, and 0.6%, respectively) of rare missense variants giving similar risk to those of protein truncating variants in the same gene. For CHEK2, data were more consistent with a large fraction (approximately 60%) of rare missense variants giving a lower risk (OR 1.75, 95% CI (1.47-2.08)) than CHEK2 protein truncating variants. There was little evidence for an association with risk for missense variants in PALB2. The best fitting models were well calibrated in the validation set. CONCLUSIONS: These results will inform risk prediction models and the selection of candidate variants for functional assays and could contribute to the clinical reporting of gene panel testing for breast cancer susceptibility.
Published: 2022

15. Distinct Reproductive Risk Profiles for Intrinsic-Like Breast Cancer Subtypes: Pooled Analysis of Population-Based Studies

Author: Jung, AY, Ahearn, TU, Behrens, S, Middha, P, Bolla, MK, Wang, Q, Arndt, V, Aronson, KJ, Augustinsson, A, Freeman, LEB, Becher, H, Brenner, H, Canzian, F, Carey, LA, Consortium, C, Czene, K, Eliassen, AH, Eriksson, M, Evans, DG, Figueroa, JD, Fritschi, L, Gabrielson, M, Giles, GG, Guenel, P, Hadjisavvas, A, Haiman, CA, Hakansson, N, Hall, P, Hamann, U, Hoppe, R, Hopper, JL, Howell, A, Hunter, DJ, Huesing, A, Kaaks, R, Kosma, V-M, Koutros, S, Kraft, P, Lacey, J, Le Marchand, L, Lissowska, J, Loizidou, MA, Mannermaa, A, Maurer, T, Murphy, RA, Olshan, AF, Olsson, H, Patel, A, Perou, CM, Rennert, G, Shibli, R, Shu, X-O, Southey, MC, Stone, J, Tamimi, RM, Teras, LR, Troester, MA, Truong, T, Vachon, CM, Wang, SS, Wolk, A, Wu, AH, Yang, XR, Zheng, W, Dunning, AM, Pharoah, PDP, Easton, DF, Milne, RL, Chatterjee, N, Schmidt, MK, Garcia-Closas, M, Chang-Claude, J, Jung, AY, Ahearn, TU, Behrens, S, Middha, P, Bolla, MK, Wang, Q, Arndt, V, Aronson, KJ, Augustinsson, A, Freeman, LEB, Becher, H, Brenner, H, Canzian, F, Carey, LA, Consortium, C, Czene, K, Eliassen, AH, Eriksson, M, Evans, DG, Figueroa, JD, Fritschi, L, Gabrielson, M, Giles, GG, Guenel, P, Hadjisavvas, A, Haiman, CA, Hakansson, N, Hall, P, Hamann, U, Hoppe, R, Hopper, JL, Howell, A, Hunter, DJ, Huesing, A, Kaaks, R, Kosma, V-M, Koutros, S, Kraft, P, Lacey, J, Le Marchand, L, Lissowska, J, Loizidou, MA, Mannermaa, A, Maurer, T, Murphy, RA, Olshan, AF, Olsson, H, Patel, A, Perou, CM, Rennert, G, Shibli, R, Shu, X-O, Southey, MC, Stone, J, Tamimi, RM, Teras, LR, Troester, MA, Truong, T, Vachon, CM, Wang, SS, Wolk, A, Wu, AH, Yang, XR, Zheng, W, Dunning, AM, Pharoah, PDP, Easton, DF, Milne, RL, Chatterjee, N, Schmidt, MK, Garcia-Closas, M, and Chang-Claude, J
Abstract: BACKGROUND: Reproductive factors have been shown to be differentially associated with risk of estrogen receptor (ER)-positive and ER-negative breast cancer. However, their associations with intrinsic-like subtypes are less clear. METHODS: Analyses included up to 23 353 cases and 71 072 controls pooled from 31 population-based case-control or cohort studies in the Breast Cancer Association Consortium across 16 countries on 4 continents. Polytomous logistic regression was used to estimate the association between reproductive factors and risk of breast cancer by intrinsic-like subtypes (luminal A-like, luminal B-like, luminal B-HER2-like, HER2-enriched-like, and triple-negative breast cancer) and by invasiveness. All statistical tests were 2-sided. RESULTS: Compared with nulliparous women, parous women had a lower risk of luminal A-like, luminal B-like, luminal B-HER2-like, and HER2-enriched-like disease. This association was apparent only after approximately 10 years since last birth and became stronger with increasing time (odds ratio [OR] = 0.59, 95% confidence interval [CI] = 0.49 to 0.71; and OR = 0.36, 95% CI = 0.28 to 0.46 for multiparous women with luminal A-like tumors 20 to less than 25 years after last birth and 45 to less than 50 years after last birth, respectively). In contrast, parous women had a higher risk of triple-negative breast cancer right after their last birth (for multiparous women: OR = 3.12, 95% CI = 2.02 to 4.83) that was attenuated with time but persisted for decades (OR = 1.03, 95% CI = 0.79 to 1.34, for multiparous women 25 to less than 30 years after last birth). Older age at first birth (Pheterogeneity < .001 for triple-negative compared with luminal A-like breast cancer) and breastfeeding (Pheterogeneity < .001 for triple-negative compared with luminal A-like breast cancer) were associated with lower risk of triple-negative breast cancer but not with other disease subtypes. Younger age at menarche was associated with higher risk of all
Published: 2022

16. Physical activity, sedentary time and breast cancer risk: a Mendelian randomisation study

Author: Dixon-Suen, SC, Lewis, SJ, Martin, RM, English, DR, Boyle, T, Giles, GG, Michailidou, K, Bolla, MK, Wang, Q, Dennis, J, Lush, M, Ahearn, TU, Ambrosone, CB, Andrulis, IL, Anton-Culver, H, Arndt, V, Aronson, KJ, Augustinsson, A, Auvinen, P, Beane Freeman, LE, Becher, H, Beckmann, MW, Behrens, S, Bermisheva, M, Blomqvist, C, Bogdanova, N, Bojesen, SE, Bonanni, B, Brenner, H, Bruening, T, Buys, SS, Camp, NJ, Campa, D, Canzian, F, Castelao, JE, Cessna, MH, Chang-Claude, J, Chanock, SJ, Clarke, CL, Conroy, DM, Couch, FJ, Cox, A, Cross, SS, Czene, K, Daly, MB, Devilee, P, Doerk, T, Dwek, M, Eccles, DM, Eliassen, AH, Engel, C, Eriksson, M, Evans, DG, Fasching, PA, Fletcher, O, Flyger, H, Fritschi, L, Gabrielson, M, Gago-Dominguez, M, Garcia-Closas, M, Garcia-Saenz, JA, Goldberg, MS, Guenel, P, Guendert, M, Hahnen, E, Haiman, CA, Haeberle, L, Hakansson, N, Hall, P, Hamann, U, Hart, SN, Harvie, M, Hillemanns, P, Hollestelle, A, Hooning, MJ, Hoppe, R, Hopper, J, Howell, A, Hunter, DJ, Jakubowska, A, Janni, W, John, EM, Jung, A, Kaaks, R, Keeman, R, Kitahara, CM, Koutros, S, Kraft, P, Kristensen, VN, Kubelka-Sabit, K, Kurian, AW, Lacey, J, Lambrechts, D, Le Marchand, L, Lindblom, A, Loibl, S, Lubinski, J, Mannermaa, A, Manoochehri, M, Margolin, S, Martinez, ME, Mavroudis, D, Menon, U, Mulligan, AM, Murphy, RA, Nevanlinna, H, Nevelsteen, I, Newman, WG, Offit, K, Olshan, AF, Olsson, H, Orr, N, Patel, A, Peto, J, Plaseska-Karanfilska, D, Presneau, N, Rack, B, Radice, P, Rees-Punia, E, Rennert, G, Rennert, HS, Romero, A, Saloustros, E, Sandler, DP, Schmidt, MK, Schmutzler, RK, Schwentner, L, Scott, C, Shah, M, Shu, X-O, Simard, J, Southey, MC, Stone, J, Surowy, H, Swerdlow, AJ, Tamimi, RM, Tapper, WJ, Taylor, JA, Terry, MB, Tollenaar, RAEM, Troester, MA, Truong, T, Untch, M, Vachon, CM, Joseph, V, Wappenschmidt, B, Weinberg, CR, Wolk, A, Yannoukakos, D, Zheng, W, Ziogas, A, Dunning, AM, Pharoah, PDP, Easton, DF, Milne, RL, Lynch, BM, Dixon-Suen, SC, Lewis, SJ, Martin, RM, English, DR, Boyle, T, Giles, GG, Michailidou, K, Bolla, MK, Wang, Q, Dennis, J, Lush, M, Ahearn, TU, Ambrosone, CB, Andrulis, IL, Anton-Culver, H, Arndt, V, Aronson, KJ, Augustinsson, A, Auvinen, P, Beane Freeman, LE, Becher, H, Beckmann, MW, Behrens, S, Bermisheva, M, Blomqvist, C, Bogdanova, N, Bojesen, SE, Bonanni, B, Brenner, H, Bruening, T, Buys, SS, Camp, NJ, Campa, D, Canzian, F, Castelao, JE, Cessna, MH, Chang-Claude, J, Chanock, SJ, Clarke, CL, Conroy, DM, Couch, FJ, Cox, A, Cross, SS, Czene, K, Daly, MB, Devilee, P, Doerk, T, Dwek, M, Eccles, DM, Eliassen, AH, Engel, C, Eriksson, M, Evans, DG, Fasching, PA, Fletcher, O, Flyger, H, Fritschi, L, Gabrielson, M, Gago-Dominguez, M, Garcia-Closas, M, Garcia-Saenz, JA, Goldberg, MS, Guenel, P, Guendert, M, Hahnen, E, Haiman, CA, Haeberle, L, Hakansson, N, Hall, P, Hamann, U, Hart, SN, Harvie, M, Hillemanns, P, Hollestelle, A, Hooning, MJ, Hoppe, R, Hopper, J, Howell, A, Hunter, DJ, Jakubowska, A, Janni, W, John, EM, Jung, A, Kaaks, R, Keeman, R, Kitahara, CM, Koutros, S, Kraft, P, Kristensen, VN, Kubelka-Sabit, K, Kurian, AW, Lacey, J, Lambrechts, D, Le Marchand, L, Lindblom, A, Loibl, S, Lubinski, J, Mannermaa, A, Manoochehri, M, Margolin, S, Martinez, ME, Mavroudis, D, Menon, U, Mulligan, AM, Murphy, RA, Nevanlinna, H, Nevelsteen, I, Newman, WG, Offit, K, Olshan, AF, Olsson, H, Orr, N, Patel, A, Peto, J, Plaseska-Karanfilska, D, Presneau, N, Rack, B, Radice, P, Rees-Punia, E, Rennert, G, Rennert, HS, Romero, A, Saloustros, E, Sandler, DP, Schmidt, MK, Schmutzler, RK, Schwentner, L, Scott, C, Shah, M, Shu, X-O, Simard, J, Southey, MC, Stone, J, Surowy, H, Swerdlow, AJ, Tamimi, RM, Tapper, WJ, Taylor, JA, Terry, MB, Tollenaar, RAEM, Troester, MA, Truong, T, Untch, M, Vachon, CM, Joseph, V, Wappenschmidt, B, Weinberg, CR, Wolk, A, Yannoukakos, D, Zheng, W, Ziogas, A, Dunning, AM, Pharoah, PDP, Easton, DF, Milne, RL, and Lynch, BM
Abstract: OBJECTIVES: Physical inactivity and sedentary behaviour are associated with higher breast cancer risk in observational studies, but ascribing causality is difficult. Mendelian randomisation (MR) assesses causality by simulating randomised trial groups using genotype. We assessed whether lifelong physical activity or sedentary time, assessed using genotype, may be causally associated with breast cancer risk overall, pre/post-menopause, and by case-groups defined by tumour characteristics. METHODS: We performed two-sample inverse-variance-weighted MR using individual-level Breast Cancer Association Consortium case-control data from 130 957 European-ancestry women (69 838 invasive cases), and published UK Biobank data (n=91 105-377 234). Genetic instruments were single nucleotide polymorphisms (SNPs) associated in UK Biobank with wrist-worn accelerometer-measured overall physical activity (nsnps=5) or sedentary time (nsnps=6), or accelerometer-measured (nsnps=1) or self-reported (nsnps=5) vigorous physical activity. RESULTS: Greater genetically-predicted overall activity was associated with lower breast cancer overall risk (OR=0.59; 95% confidence interval (CI) 0.42 to 0.83 per-standard deviation (SD;~8 milligravities acceleration)) and for most case-groups. Genetically-predicted vigorous activity was associated with lower risk of pre/perimenopausal breast cancer (OR=0.62; 95% CI 0.45 to 0.87,≥3 vs. 0 self-reported days/week), with consistent estimates for most case-groups. Greater genetically-predicted sedentary time was associated with higher hormone-receptor-negative tumour risk (OR=1.77; 95% CI 1.07 to 2.92 per-SD (~7% time spent sedentary)), with elevated estimates for most case-groups. Results were robust to sensitivity analyses examining pleiotropy (including weighted-median-MR, MR-Egger). CONCLUSION: Our study provides strong evidence that greater overall physical activity, greater vigorous activity, and lower sedentary time are likely to reduce breast cancer r
Published: 2022

17. Rare germline copy number variants (CNVs) and breast cancer risk

Author: Dennis, J. (Joe), Tyrer, J. P. (Jonathan P.), Walker, L. C. (Logan C.), Michailidou, K. (Kyriaki), Dorling, L. (Leila), Bolla, M. K. (Manjeet K.), Wang, Q. (Qin), Ahearn, T. U. (Thomas U.), Andrulis, I. L. (Irene L.), Anton-Culver, H. (Hoda), Antonenkova, N. N. (Natalia N.), Arndt, V. (Volker), Aronson, K. J. (Kristan J.), Freeman, L. E. (Laura E. Beane), Beckmann, M. W. (Matthias W.), Behrens, S. (Sabine), Benitez, J. (Javier), Bermisheva, M. (Marina), Bogdanova, N. V. (Natalia, V), Bojesen, S. E. (Stig E.), Brenner, H. (Hermann), Castelao, J. E. (Jose E.), Chang-Claude, J. (Jenny), Chenevix-Trench, G. (Georgia), Clarke, C. L. (Christine L.), N. C. (NBCS Collaborators), Collee, J. M. (J. Margriet), C. C. (CTS Consortium), Couch, F. J. (Fergus J.), Cox, A. (Angela), Cross, S. S. (Simon S.), Czene, K. (Kamila), Devilee, P. (Peter), Dörk, T. (Thilo), Dossus, L. (Laure), Eliassen, A. H. (A. Heather), Eriksson, M. (Mikael), Evans, D. G. (D. Gareth), Fasching, P. A. (Peter A.), Figueroa, J. (Jonine), Fletcher, O. (Olivia), Flyger, H. (Henrik), Fritschi, L. (Lin), Gabrielson, M. (Marike), Gago-Dominguez, M. (Manuela), Garcia-Closas, M. (Montserrat), Giles, G. G. (Graham G.), Gonzalez-Neira, A. (Anna), Guenel, P. (Pascal), Hahnen, E. (Eric), Haiman, C. A. (Christopher A.), Hall, P. (Per), Hollestelle, A. (Antoinette), Hoppe, R. (Reiner), Hopper, J. L. (John L.), Howell, A. (Anthony), A. I. (ABCTB Investigators), k. I. (kConFab/AOCS Investigators), Jager, A. (Agnes), Jakubowska, A. (Anna), John, E. M. (Esther M.), Johnson, N. (Nichola), Jones, M. E. (Michael E.), Jung, A. (Audrey), Kaaks, R. (Rudolf), Keeman, R. (Renske), Khusnutdinova, E. (Elza), Kitahara, C. M. (Cari M.), Ko, Y.-D. (Yon-Dschun), Kosma, V.-M. (Veli-Matti), Koutros, S. (Stella), Kraft, P. (Peter), Kristensen, V. N. (Vessela N.), Kubelka-Sabit, K. (Katerina), Kurian, A. W. (Allison W.), Lacey, J. V. (James, V), Lambrechts, D. (Diether), Larson, N. L. (Nicole L.), Linet, M. (Martha), Ogrodniczak, A. (Alicja), Mannermaa, A. (Arto), Manoukian, S. (Siranoush), Margolin, S. (Sara), Mavroudis, D. (Dimitrios), Milne, R. L. (Roger L.), Muranen, T. A. (Taru A.), Murphy, R. A. (Rachel A.), Nevanlinna, H. (Heli), Olson, J. E. (Janet E.), Olsson, H. (Hakan), Park-Simon, T.-W. (Tjoung-Won), Perou, C. M. (Charles M.), Peterlongo, P. (Paolo), Plaseska-Karanfilska, D. (Dijana), Pylkas, K. (Katri), Rennert, G. (Gad), Saloustros, E. (Emmanouil), Sandler, D. P. (Dale P.), Sawyer, E. J. (Elinor J.), Schmidt, M. K. (Marjanka K.), Schmutzler, R. K. (Rita K.), Shibli, R. (Rana), Smeets, A. (Ann), Soucy, P. (Penny), Southey, M. C. (Melissa C.), Swerdlow, A. J. (Anthony J.), Tamimi, R. M. (Rulla M.), Taylor, J. A. (Jack A.), Teras, L. R. (Lauren R.), Terry, M. B. (Mary Beth), Tomlinson, I. (Ian), Troester, M. A. (Melissa A.), Truong, T. (Therese), Vachon, C. M. (Celine M.), Wendt, C. (Camilla), Winqvist, R. (Robert), Wolk, A. (Alicja), Yang, X. R. (Xiaohong R.), Zheng, W. (Wei), Ziogas, A. (Argyrios), Simard, J. (Jacques), Dunning, A. M. (Alison M.), Pharoah, P. D. (Paul D. P.), Easton, D. F. (Douglas F.), Dennis, J. (Joe), Tyrer, J. P. (Jonathan P.), Walker, L. C. (Logan C.), Michailidou, K. (Kyriaki), Dorling, L. (Leila), Bolla, M. K. (Manjeet K.), Wang, Q. (Qin), Ahearn, T. U. (Thomas U.), Andrulis, I. L. (Irene L.), Anton-Culver, H. (Hoda), Antonenkova, N. N. (Natalia N.), Arndt, V. (Volker), Aronson, K. J. (Kristan J.), Freeman, L. E. (Laura E. Beane), Beckmann, M. W. (Matthias W.), Behrens, S. (Sabine), Benitez, J. (Javier), Bermisheva, M. (Marina), Bogdanova, N. V. (Natalia, V), Bojesen, S. E. (Stig E.), Brenner, H. (Hermann), Castelao, J. E. (Jose E.), Chang-Claude, J. (Jenny), Chenevix-Trench, G. (Georgia), Clarke, C. L. (Christine L.), N. C. (NBCS Collaborators), Collee, J. M. (J. Margriet), C. C. (CTS Consortium), Couch, F. J. (Fergus J.), Cox, A. (Angela), Cross, S. S. (Simon S.), Czene, K. (Kamila), Devilee, P. (Peter), Dörk, T. (Thilo), Dossus, L. (Laure), Eliassen, A. H. (A. Heather), Eriksson, M. (Mikael), Evans, D. G. (D. Gareth), Fasching, P. A. (Peter A.), Figueroa, J. (Jonine), Fletcher, O. (Olivia), Flyger, H. (Henrik), Fritschi, L. (Lin), Gabrielson, M. (Marike), Gago-Dominguez, M. (Manuela), Garcia-Closas, M. (Montserrat), Giles, G. G. (Graham G.), Gonzalez-Neira, A. (Anna), Guenel, P. (Pascal), Hahnen, E. (Eric), Haiman, C. A. (Christopher A.), Hall, P. (Per), Hollestelle, A. (Antoinette), Hoppe, R. (Reiner), Hopper, J. L. (John L.), Howell, A. (Anthony), A. I. (ABCTB Investigators), k. I. (kConFab/AOCS Investigators), Jager, A. (Agnes), Jakubowska, A. (Anna), John, E. M. (Esther M.), Johnson, N. (Nichola), Jones, M. E. (Michael E.), Jung, A. (Audrey), Kaaks, R. (Rudolf), Keeman, R. (Renske), Khusnutdinova, E. (Elza), Kitahara, C. M. (Cari M.), Ko, Y.-D. (Yon-Dschun), Kosma, V.-M. (Veli-Matti), Koutros, S. (Stella), Kraft, P. (Peter), Kristensen, V. N. (Vessela N.), Kubelka-Sabit, K. (Katerina), Kurian, A. W. (Allison W.), Lacey, J. V. (James, V), Lambrechts, D. (Diether), Larson, N. L. (Nicole L.), Linet, M. (Martha), Ogrodniczak, A. (Alicja), Mannermaa, A. (Arto), Manoukian, S. (Siranoush), Margolin, S. (Sara), Mavroudis, D. (Dimitrios), Milne, R. L. (Roger L.), Muranen, T. A. (Taru A.), Murphy, R. A. (Rachel A.), Nevanlinna, H. (Heli), Olson, J. E. (Janet E.), Olsson, H. (Hakan), Park-Simon, T.-W. (Tjoung-Won), Perou, C. M. (Charles M.), Peterlongo, P. (Paolo), Plaseska-Karanfilska, D. (Dijana), Pylkas, K. (Katri), Rennert, G. (Gad), Saloustros, E. (Emmanouil), Sandler, D. P. (Dale P.), Sawyer, E. J. (Elinor J.), Schmidt, M. K. (Marjanka K.), Schmutzler, R. K. (Rita K.), Shibli, R. (Rana), Smeets, A. (Ann), Soucy, P. (Penny), Southey, M. C. (Melissa C.), Swerdlow, A. J. (Anthony J.), Tamimi, R. M. (Rulla M.), Taylor, J. A. (Jack A.), Teras, L. R. (Lauren R.), Terry, M. B. (Mary Beth), Tomlinson, I. (Ian), Troester, M. A. (Melissa A.), Truong, T. (Therese), Vachon, C. M. (Celine M.), Wendt, C. (Camilla), Winqvist, R. (Robert), Wolk, A. (Alicja), Yang, X. R. (Xiaohong R.), Zheng, W. (Wei), Ziogas, A. (Argyrios), Simard, J. (Jacques), Dunning, A. M. (Alison M.), Pharoah, P. D. (Paul D. P.), and Easton, D. F. (Douglas F.)
Abstract: Germline copy number variants (CNVs) are pervasive in the human genome but potential disease associations with rare CNVs have not been comprehensively assessed in large datasets. We analysed rare CNVs in genes and non-coding regions for 86,788 breast cancer cases and 76,122 controls of European ancestry with genome-wide array data. Gene burden tests detected the strongest association for deletions in BRCA1 (P = 3.7E-18). Nine other genes were associated with a p-value < 0.01 including known susceptibility genes CHEK2 (P = 0.0008), ATM (P = 0.002) and BRCA2 (P = 0.008). Outside the known genes we detected associations with p-values < 0.001 for either overall or subtype-specific breast cancer at nine deletion regions and four duplication regions. Three of the deletion regions were in established common susceptibility loci. To the best of our knowledge, this is the first genome-wide analysis of rare CNVs in a large breast cancer case-control dataset. We detected associations with exonic deletions in established breast cancer susceptibility genes. We also detected suggestive associations with non-coding CNVs in known and novel loci with large effects sizes. Larger sample sizes will be required to reach robust levels of statistical significance.
Published: 2022

18. Breast cancer risk genes - Association analysis in more than 113,000 women.

Author: Cornelissen S., Michailidou K., Miller N., Taib N.A.M., Muir K., Mulligan A.M., Nevanlinna H., Newman W.G., Nordestgaard B.G., Ng P.-S., Oosterwijk J.C., Park S.K., Park-Simon T.-W., Perez J.I.A., Peterlongo P., Porteous D.J., Prajzendanc K., Prokofyeva D., Radice P., Rashid M.U., Rhenius V., Rookus M.A., Rudiger T., Saloustros E., Sawyer E.J., Schmutzler R.K., Schneeweiss A., Schurmann P., Shah M., Sohn C., Southey M.C., Surowy H., Suvanto M., Thanasitthichai S., Tomlinson I., Torres D., Truong T., Tzardi M., Valova Y., van Asperen C.J., van Dam R.M., van den Ouweland A.M.W., van der Kolk L.E., van Veen E.M., Wendt C., Williams J.A., Yang X.R., Yoon S.-Y., Zamora M.P., Evans D.G., de la Hoya M., Simard J., Antoniou A.C., Borg A., Andrulis I.L., Chang-Claude J., Garcia-Closas M., Chenevix-Trench G., Milne R.L., Pharoah P.D.P., Schmidt M.K., Spurdle A.B., Vreeswijk M.P.G., Benitez J., Dunning A.M., Kvist A., Teo S.H., Devilee P., Easton D.F., Dorling L., Carvalho S., Allen J., Gonzalez-Neira A., Luccarini C., Wahlstrom C., Pooley K.A., Parsons M.T., Fortuno C., Wang Q., Bolla M.K., Dennis J., Keeman R., Alonso M.R., Alvarez N., Herraez B., Fernandez V., Nunez-Torres R., Osorio A., Valcich J., Li M., Torngren T., Harrington P.A., Baynes C., Conroy D.M., Decker B., Fachal L., Mavaddat N., Ahearn T., Aittomaki K., Antonenkova N.N., Arnold N., Arveux P., Ausems M.G.E.M., Auvinen P., Becher H., Beckmann M.W., Behrens S., Bermisheva M., Bialkowska K., Blomqvist C., Bogdanova N.V., Bogdanova-Markov N., Bojesen S.E., Bonanni B., Borresen-Dale A.-L., Brauch H., Bremer M., Briceno I., Bruning T., Burwinkel B., Cameron D.A., Camp N.J., Campbell A., Carracedo A., Castelao J.E., Cessna M.H., Chanock S.J., Christiansen H., Collee J.M., Cordina-Duverger E., Czene K., Dork T., Ekici A.B., Engel C., Eriksson M., Fasching P.A., Figueroa J., Flyger H., Forsti A., Gabrielson M., Gago-Dominguez M., Georgoulias V., Gil F., Giles G.G., Glendon G., Gomez Garcia E.B., Grenaker Alnaes G.I., Guenel P., Hadjisavvas A., Haeberle L., Hahnen E., Hall P., Hamann U., Harkness E.F., Hartikainen J.M., Hartman M., He W., Heemskerk-Gerritsen B.A.M., Hillemanns P., Hogervorst F.B.L., Hollestelle A., Ho W.K., Hooning M.J., Howell A., Humphreys K., Idris F., Jakubowska A., Jung A., Kapoor P.M., Kerin M.J., Khusnutdinova E., Kim S.-W., Ko Y.-D., Kosma V.-M., Kristensen V.N., Kyriacou K., Lakeman I.M.M., Lee J.W., Lee M.H., Li J., Lindblom A., Lo W.-Y., Loizidou M.A., Lophatananon A., Lubinski J., MacInnis R.J., Madsen M.J., Mannermaa A., Manoochehri M., Manoukian S., Margolin S., Martinez M.E., Maurer T., Mavroudis D., McLean C., Meindl A., Mensenkamp A.R., Cornelissen S., Michailidou K., Miller N., Taib N.A.M., Muir K., Mulligan A.M., Nevanlinna H., Newman W.G., Nordestgaard B.G., Ng P.-S., Oosterwijk J.C., Park S.K., Park-Simon T.-W., Perez J.I.A., Peterlongo P., Porteous D.J., Prajzendanc K., Prokofyeva D., Radice P., Rashid M.U., Rhenius V., Rookus M.A., Rudiger T., Saloustros E., Sawyer E.J., Schmutzler R.K., Schneeweiss A., Schurmann P., Shah M., Sohn C., Southey M.C., Surowy H., Suvanto M., Thanasitthichai S., Tomlinson I., Torres D., Truong T., Tzardi M., Valova Y., van Asperen C.J., van Dam R.M., van den Ouweland A.M.W., van der Kolk L.E., van Veen E.M., Wendt C., Williams J.A., Yang X.R., Yoon S.-Y., Zamora M.P., Evans D.G., de la Hoya M., Simard J., Antoniou A.C., Borg A., Andrulis I.L., Chang-Claude J., Garcia-Closas M., Chenevix-Trench G., Milne R.L., Pharoah P.D.P., Schmidt M.K., Spurdle A.B., Vreeswijk M.P.G., Benitez J., Dunning A.M., Kvist A., Teo S.H., Devilee P., Easton D.F., Dorling L., Carvalho S., Allen J., Gonzalez-Neira A., Luccarini C., Wahlstrom C., Pooley K.A., Parsons M.T., Fortuno C., Wang Q., Bolla M.K., Dennis J., Keeman R., Alonso M.R., Alvarez N., Herraez B., Fernandez V., Nunez-Torres R., Osorio A., Valcich J., Li M., Torngren T., Harrington P.A., Baynes C., Conroy D.M., Decker B., Fachal L., Mavaddat N., Ahearn T., Aittomaki K., Antonenkova N.N., Arnold N., Arveux P., Ausems M.G.E.M., Auvinen P., Becher H., Beckmann M.W., Behrens S., Bermisheva M., Bialkowska K., Blomqvist C., Bogdanova N.V., Bogdanova-Markov N., Bojesen S.E., Bonanni B., Borresen-Dale A.-L., Brauch H., Bremer M., Briceno I., Bruning T., Burwinkel B., Cameron D.A., Camp N.J., Campbell A., Carracedo A., Castelao J.E., Cessna M.H., Chanock S.J., Christiansen H., Collee J.M., Cordina-Duverger E., Czene K., Dork T., Ekici A.B., Engel C., Eriksson M., Fasching P.A., Figueroa J., Flyger H., Forsti A., Gabrielson M., Gago-Dominguez M., Georgoulias V., Gil F., Giles G.G., Glendon G., Gomez Garcia E.B., Grenaker Alnaes G.I., Guenel P., Hadjisavvas A., Haeberle L., Hahnen E., Hall P., Hamann U., Harkness E.F., Hartikainen J.M., Hartman M., He W., Heemskerk-Gerritsen B.A.M., Hillemanns P., Hogervorst F.B.L., Hollestelle A., Ho W.K., Hooning M.J., Howell A., Humphreys K., Idris F., Jakubowska A., Jung A., Kapoor P.M., Kerin M.J., Khusnutdinova E., Kim S.-W., Ko Y.-D., Kosma V.-M., Kristensen V.N., Kyriacou K., Lakeman I.M.M., Lee J.W., Lee M.H., Li J., Lindblom A., Lo W.-Y., Loizidou M.A., Lophatananon A., Lubinski J., MacInnis R.J., Madsen M.J., Mannermaa A., Manoochehri M., Manoukian S., Margolin S., Martinez M.E., Maurer T., Mavroudis D., McLean C., Meindl A., and Mensenkamp A.R.
Abstract: BACKGROUND Genetic testing for breast cancer susceptibility is widely used, but for many genes, evidence of an association with breast cancer is weak, underlying risk estimates are imprecise, and reliable subtype-specific risk estimates are lacking. METHODS We used a panel of 34 putative susceptibility genes to perform sequencing on samples from 60,466 women with breast cancer and 53,461 controls. In separate analyses for protein-truncating variants and rare missense variants in these genes, we estimated odds ratios for breast cancer overall and tumor subtypes. We evaluated missense-variant associations according to domain and classification of pathogenicity. RESULTS Protein-truncating variants in 5 genes (ATM, BRCA1, BRCA2, CHEK2, and PALB2) were associated with a risk of breast cancer overall with a P value of less than 0.0001. Protein-truncating variants in 4 other genes (BARD1, RAD51C, RAD51D, and TP53) were associated with a risk of breast cancer overall with a P value of less than 0.05 and a Bayesian false-discovery probability of less than 0.05. For protein-truncating variants in 19 of the remaining 25 genes, the upper limit of the 95% confidence interval of the odds ratio for breast cancer overall was less than 2.0. For protein-truncating variants in ATM and CHEK2, odds ratios were higher for estrogen receptor (ER)-positive disease than for ER-negative disease; for protein-truncating variants in BARD1, BRCA1, BRCA2, PALB2, RAD51C, and RAD51D, odds ratios were higher for ER-negative disease than for ER-positive disease. Rare missense variants (in aggregate) in ATM, CHEK2, and TP53 were associated with a risk of breast cancer overall with a P value of less than 0.001. For BRCA1, BRCA2, and TP53, missense variants (in aggregate) that would be classified as pathogenic according to standard criteria were associated with a risk of breast cancer overall, with the risk being similar to that of protein-truncating variants. CONCLUSIONS The results of this study define
Published: 2021

19. Combined Associations of a Polygenic Risk Score and Classical Risk Factors with Breast Cancer Risk.

Author: Kapoor P.M., Mavaddat N., Choudhury P.P., Wilcox A.N., Lindstrom S., Behrens S., Michailidou K., Dennis J., Bolla M.K., Wang Q., Jung A., Abu-Ful Z., Ahearn T., Andrulis I.L., Anton-Culver H., Arndt V., Aronson K.J., Auer P.L., Freeman L.E.B., Becher H., Beckmann M.W., Beeghly-Fadiel A., Benitez J., Bernstein L., Bojesen S.E., Brauch H., Brenner H., Bruning T., Cai Q., Campa D., Canzian F., Carracedo A., Carter B.D., Castelao J.E., Chanock S.J., Chatterjee N., Chenevix-Trench G., Clarke C.L., Couch F.J., Cox A., Cross S.S., Czene K., Dai J.Y., Earp H.S., Ekici A.B., Eliassen A.H., Eriksson M., Evans D.G., Fasching P.A., Figueroa J., Fritschi L., Gabrielson M., Gago-Dominguez M., Gao C., Gapstur S.M., Gaudet M.M., Giles G.G., Gonzalez-Neira A., Guenel P., Haeberle L., Haiman C.A., Hakansson N., Hall P., Hamann U., Hatse S., Heyworth J., Holleczek B., Hoover R.N., Hopper J.L., Howell A., Hunter D.J., John E.M., Jones M.E., Kaaks R., Keeman R., Kitahara C.M., Ko Y.-D., Koutros S., Kurian A.W., Lambrechts D., Le Marchand L., Lee E., Lejbkowicz F., Linet M., Lissowska J., Llaneza A., Macinnis R.J., Martinez M.E., Maurer T., Mclean C., Neuhausen S.L., Newman W.G., Norman A., O'brien K.M., Olshan A.F., Olson J.E., Olsson H., Orr N., Perou C.M., Pita G., Polley E.C., Prentice R.L., Rennert G., Rennert H.S., Ruddy K.J., Sandler D.P., Saunders C., Schoemaker M.J., Schottker B., Schumacher F., Scott C., Scott R.J., Shu X.-O., Smeets A., Southey M.C., Spinelli J.J., Stone J., Swerdlow A.J., Tamimi R.M., Taylor J.A., Troester M.A., Vachon C.M., Van Veen E.M., Wang X., Weinberg C.R., Weltens C., Willett W., Winham S.J., Wolk A., Yang X.R., Zheng W., Ziogas A., Dunning A.M., Pharoah P.D.P., Schmidt M.K., Kraft P., Easton D.F., Milne R.L., Garcia-Closas M., Chang-Claude J., Kapoor P.M., Mavaddat N., Choudhury P.P., Wilcox A.N., Lindstrom S., Behrens S., Michailidou K., Dennis J., Bolla M.K., Wang Q., Jung A., Abu-Ful Z., Ahearn T., Andrulis I.L., Anton-Culver H., Arndt V., Aronson K.J., Auer P.L., Freeman L.E.B., Becher H., Beckmann M.W., Beeghly-Fadiel A., Benitez J., Bernstein L., Bojesen S.E., Brauch H., Brenner H., Bruning T., Cai Q., Campa D., Canzian F., Carracedo A., Carter B.D., Castelao J.E., Chanock S.J., Chatterjee N., Chenevix-Trench G., Clarke C.L., Couch F.J., Cox A., Cross S.S., Czene K., Dai J.Y., Earp H.S., Ekici A.B., Eliassen A.H., Eriksson M., Evans D.G., Fasching P.A., Figueroa J., Fritschi L., Gabrielson M., Gago-Dominguez M., Gao C., Gapstur S.M., Gaudet M.M., Giles G.G., Gonzalez-Neira A., Guenel P., Haeberle L., Haiman C.A., Hakansson N., Hall P., Hamann U., Hatse S., Heyworth J., Holleczek B., Hoover R.N., Hopper J.L., Howell A., Hunter D.J., John E.M., Jones M.E., Kaaks R., Keeman R., Kitahara C.M., Ko Y.-D., Koutros S., Kurian A.W., Lambrechts D., Le Marchand L., Lee E., Lejbkowicz F., Linet M., Lissowska J., Llaneza A., Macinnis R.J., Martinez M.E., Maurer T., Mclean C., Neuhausen S.L., Newman W.G., Norman A., O'brien K.M., Olshan A.F., Olson J.E., Olsson H., Orr N., Perou C.M., Pita G., Polley E.C., Prentice R.L., Rennert G., Rennert H.S., Ruddy K.J., Sandler D.P., Saunders C., Schoemaker M.J., Schottker B., Schumacher F., Scott C., Scott R.J., Shu X.-O., Smeets A., Southey M.C., Spinelli J.J., Stone J., Swerdlow A.J., Tamimi R.M., Taylor J.A., Troester M.A., Vachon C.M., Van Veen E.M., Wang X., Weinberg C.R., Weltens C., Willett W., Winham S.J., Wolk A., Yang X.R., Zheng W., Ziogas A., Dunning A.M., Pharoah P.D.P., Schmidt M.K., Kraft P., Easton D.F., Milne R.L., Garcia-Closas M., and Chang-Claude J.
Abstract: We evaluated the joint associations between a new 313-variant PRS (PRS313) and questionnaire-based breast cancer risk factors for women of European ancestry, using 72 284 cases and 80 354 controls from the Breast Cancer Association Consortium. Interactions were evaluated using standard logistic regression and a newly developed case-only method for breast cancer risk overall and by estrogen receptor status. After accounting for multiple testing, we did not find evidence that per-standard deviation PRS313 odds ratio differed across strata defined by individual risk factors. Goodness-of-fit tests did not reject the assumption of a multiplicative model between PRS313 and each risk factor. Variation in projected absolute lifetime risk of breast cancer associated with classical risk factors was greater for women with higher genetic risk (PRS313 and family history) and, on average, 17.5% higher in the highest vs lowest deciles of genetic risk. These findings have implications for risk prevention for women at increased risk of breast cancer. Copyright © 2020 The Author(s).
Published: 2021

20. Combined Associations of a Polygenic Risk Score and Classical Risk Factors With Breast Cancer Risk

Author: Kapoor, PM, Mavaddat, N, Choudhury, PP, Wilcox, AN, Lindstrom, S, Behrens, S, Michailidou, K, Dennis, J, Bolla, MK, Wang, Q, Jung, A, Abu-Ful, Z, Ahearn, T, Andrulis, IL, Anton-Culver, H, Arndt, V, Aronson, KJ, Auer, PL, Freeman, LEB, Becher, H, Beckmann, MW, Beeghly-Fadiel, A, Benitez, J, Bernstein, L, Bojesen, SE, Brauch, H, Brenner, H, Bruening, T, Cai, Q, Campa, D, Canzian, F, Carracedo, A, Carter, BD, Castelao, JE, Chanock, SJ, Chatterjee, N, Chenevix-Trench, G, Clarke, CL, Couch, FJ, Cox, A, Cross, SS, Czene, K, Dai, JY, Earp, HS, Ekici, AB, Eliassen, AH, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, J, Fritschi, L, Gabrielson, M, Gago-Dominguez, M, Gao, C, Gapstur, SM, Gaudet, MM, Giles, GG, Gonzalez-Neira, A, Guenel, P, Haeberle, L, Haiman, CA, Hakansson, N, Hall, P, Hamann, U, Hatse, S, Heyworth, J, Holleczek, B, Hoover, RN, Hopper, JL, Howell, A, Hunter, DJ, John, EM, Jones, ME, Kaaks, R, Keeman, R, Kitahara, CM, Ko, Y-D, Koutros, S, Kurian, AW, Lambrechts, D, Le Marchand, L, Lee, E, Lejbkowicz, F, Linet, M, Lissowska, J, Llaneza, A, MacInnis, RJ, Martinez, ME, Maurer, T, McLean, C, Neuhausen, SL, Newman, WG, Norman, A, O'Brien, KM, Olshan, AF, Olson, JE, Olsson, H, Orr, N, Perou, CM, Pita, G, Polley, EC, Prentice, RL, Rennert, G, Rennert, HS, Ruddy, KJ, Sandler, DP, Saunders, C, Schoemaker, MJ, Schoettker, B, Schumacher, F, Scott, C, Scott, RJ, Shu, X-O, Smeets, A, Southey, MC, Spinelli, JJ, Stone, J, Swerdlow, AJ, Tamimi, RM, Taylor, JA, Troester, MA, Vachon, CM, van Veen, EM, Wang, X, Weinberg, CR, Weltens, C, Willett, W, Winham, SJ, Wolk, A, Yang, XR, Zheng, W, Ziogas, A, Dunning, AM, Pharoah, PDP, Schmidt, MK, Kraft, P, Easton, DF, Milne, RL, Garcia-Closas, M, Chang-Claude, J, Kapoor, PM, Mavaddat, N, Choudhury, PP, Wilcox, AN, Lindstrom, S, Behrens, S, Michailidou, K, Dennis, J, Bolla, MK, Wang, Q, Jung, A, Abu-Ful, Z, Ahearn, T, Andrulis, IL, Anton-Culver, H, Arndt, V, Aronson, KJ, Auer, PL, Freeman, LEB, Becher, H, Beckmann, MW, Beeghly-Fadiel, A, Benitez, J, Bernstein, L, Bojesen, SE, Brauch, H, Brenner, H, Bruening, T, Cai, Q, Campa, D, Canzian, F, Carracedo, A, Carter, BD, Castelao, JE, Chanock, SJ, Chatterjee, N, Chenevix-Trench, G, Clarke, CL, Couch, FJ, Cox, A, Cross, SS, Czene, K, Dai, JY, Earp, HS, Ekici, AB, Eliassen, AH, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, J, Fritschi, L, Gabrielson, M, Gago-Dominguez, M, Gao, C, Gapstur, SM, Gaudet, MM, Giles, GG, Gonzalez-Neira, A, Guenel, P, Haeberle, L, Haiman, CA, Hakansson, N, Hall, P, Hamann, U, Hatse, S, Heyworth, J, Holleczek, B, Hoover, RN, Hopper, JL, Howell, A, Hunter, DJ, John, EM, Jones, ME, Kaaks, R, Keeman, R, Kitahara, CM, Ko, Y-D, Koutros, S, Kurian, AW, Lambrechts, D, Le Marchand, L, Lee, E, Lejbkowicz, F, Linet, M, Lissowska, J, Llaneza, A, MacInnis, RJ, Martinez, ME, Maurer, T, McLean, C, Neuhausen, SL, Newman, WG, Norman, A, O'Brien, KM, Olshan, AF, Olson, JE, Olsson, H, Orr, N, Perou, CM, Pita, G, Polley, EC, Prentice, RL, Rennert, G, Rennert, HS, Ruddy, KJ, Sandler, DP, Saunders, C, Schoemaker, MJ, Schoettker, B, Schumacher, F, Scott, C, Scott, RJ, Shu, X-O, Smeets, A, Southey, MC, Spinelli, JJ, Stone, J, Swerdlow, AJ, Tamimi, RM, Taylor, JA, Troester, MA, Vachon, CM, van Veen, EM, Wang, X, Weinberg, CR, Weltens, C, Willett, W, Winham, SJ, Wolk, A, Yang, XR, Zheng, W, Ziogas, A, Dunning, AM, Pharoah, PDP, Schmidt, MK, Kraft, P, Easton, DF, Milne, RL, Garcia-Closas, M, and Chang-Claude, J
Abstract: We evaluated the joint associations between a new 313-variant PRS (PRS313) and questionnaire-based breast cancer risk factors for women of European ancestry, using 72 284 cases and 80 354 controls from the Breast Cancer Association Consortium. Interactions were evaluated using standard logistic regression and a newly developed case-only method for breast cancer risk overall and by estrogen receptor status. After accounting for multiple testing, we did not find evidence that per-standard deviation PRS313 odds ratio differed across strata defined by individual risk factors. Goodness-of-fit tests did not reject the assumption of a multiplicative model between PRS313 and each risk factor. Variation in projected absolute lifetime risk of breast cancer associated with classical risk factors was greater for women with higher genetic risk (PRS313 and family history) and, on average, 17.5% higher in the highest vs lowest deciles of genetic risk. These findings have implications for risk prevention for women at increased risk of breast cancer.
Published: 2021

21. Assessment of interactions between 205 breast cancer susceptibility loci and 13 established risk factors in relation to breast cancer risk, in the Breast Cancer Association Consortium

Author: Kapoor, PM, Lindström, S, Behrens, S, Wang, X, Michailidou, K, Bolla, MK, Wang, Q, Dennis, J, Dunning, AM, Pharoah, PDP, Schmidt, MK, Kraft, P, García-Closas, M, Easton, DF, Milne, RL, Chang-Claude, J, Ahearn, T, Andrulis, IL, Anton-Culver, H, Arndt, V, Aronson, KJ, Auer, PL, Augustinsson, A, Freeman, LEB, Beckmann, MW, Benitez, J, Bernstein, L, Berrandou, T, Bojesen, SE, Brauch, H, Brenner, H, Brock, IW, Broeks, A, Brooks-Wilson, A, Butterbach, K, Cai, Q, Campa, D, Canzian, F, Carter, BD, Castelao, JE, Chanock, SJ, Chenevix-Trench, G, Cheng, T-YD, Clarke, CL, Cordina-Duverger, E, Couch, FJ, Cox, A, Cross, SS, Czene, K, Dai, JY, Dite, GS, Earp, HS, Eliassen, AH, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, J, Flyger, H, Fritschi, L, Gabrielson, M, Gago-Dominguez, M, Gapstur, SM, Gaudet, MM, Giles, GG, González-Neira, A, Grundy, A, Guénel, P, Haeberle, L, Haiman, CA, Håkansson, N, Hall, P, Hamann, U, Hankinson, SE, Harkness, EF, Harstad, T, He, W, Heyworth, J, Hoover, RN, Hopper, JL, Humphreys, K, Hunter, DJ, Marrón, PI, John, EM, Jones, ME, Jung, A, Kaaks, R, Keeman, R, Kitahara, CM, Ko, Y-D, Koutros, S, Krüger, U, Lambrechts, D, Marchand, LL, Lee, E, Lejbkowicz, F, Linet, M, Lissowska, J, Llaneza, A, Lo, W-Y, Makalic, E, Martinez, ME, Maurer, T, Muñoz-Garzon, VM, Neuhausen, SL, Neven, P, Newman, WG, Nielsen, SF, Nordestgaard, BG, Norman, A, O'Brien, KM, Olshan, AF, Olson, JE, Olsson, H, Orr, N, Perou, CM, Pinchev, M, Prentice, R, Rennert, G, Rennert, HS, Ruddy, KJ, Sandler, DP, Schneider, MO, Schoemaker, MJ, Schöttker, B, Scott, RJ, Scott, C, Sherman, ME, Shrubsole, MJ, Shu, X-O, Southey, MC, Spinelli, JJ, Stone, J, Swerdlow, AJ, Tamimi, RM, Taylor, JA, Thöne, K, Troester, MA, Truong, T, Vachon, CM, van Ongeval, C, van Veen, EM, Wagner, P, Weinberg, CR, Wildiers, H, Willett, W, Winham, SJ, Wolk, A, Yang, XR, Zheng, W, and Ziogas, A
Subjects: 0301 basic medicine, Oncology, medicine.medical_specialty, Genotype, Genome-wide association study, Single-nucleotide polymorphism, Breast Neoplasms, Polymorphism, Single Nucleotide, White People, 03 medical and health sciences, 0302 clinical medicine, Breast cancer, breast cancer, Risk Factors, single nucleotide polymorphism, Internal medicine, medicine, SNP, Humans, risk factors, Genetic Predisposition to Disease, Breast, Alleles, Cancer och onkologi, Factor XIII, Europeans, business.industry, Gene-environment interaction, epidemiology, Case-control study, Cancer, General Medicine, Odds ratio, medicine.disease, Europe, Genetics and Environment, 030104 developmental biology, Receptors, Estrogen, 030220 oncology & carcinogenesis, Case-Control Studies, Cancer and Oncology, Female, Gene-Environment Interaction, business, Genome-Wide Association Study
Abstract: Background Previous gene-environment interaction studies of breast cancer risk have provided sparse evidence of interactions. Using the largest available dataset to date, we performed a comprehensive assessment of potential effect modification of 205 common susceptibility variants by 13 established breast cancer risk factors, including replication of previously reported interactions. Methods Analyses were performed using 28 176 cases and 32 209 controls genotyped with iCOGS array and 44 109 cases and 48 145 controls genotyped using OncoArray from the Breast Cancer Association Consortium (BCAC). Gene-environment interactions were assessed using unconditional logistic regression and likelihood ratio tests for breast cancer risk overall and by estrogen-receptor (ER) status. Bayesian false discovery probability was used to assess the noteworthiness of the meta-analysed array-specific interactions. Results Noteworthy evidence of interaction at ≤1% prior probability was observed for three single nucleotide polymorphism (SNP)-risk factor pairs. SNP rs4442975 was associated with a greater reduction of risk of ER-positive breast cancer [odds ratio (OR)int = 0.85 (0.78-0.93), Pint = 2.8 x 10–4] and overall breast cancer [ORint = 0.85 (0.78-0.92), Pint = 7.4 x 10–5) in current users of estrogen-progesterone therapy compared with non-users. This finding was supported by replication using OncoArray data of the previously reported interaction between rs13387042 (r2 = 0.93 with rs4442975) and current estrogen-progesterone therapy for overall disease (Pint = 0.004). The two other interactions suggested stronger associations between SNP rs6596100 and ER-negative breast cancer with increasing parity and younger age at first birth. Conclusions Overall, our study does not suggest strong effect modification of common breast cancer susceptibility variants by established risk factors.
Published: 2020

22. Fine-mapping of 150 breast cancer risk regions identifies 191 likely target genes

Author: Fachal, L., Aschard, H., Beesley, J., Barnes, D.R., Allen, J., Kar, S., Pooley, K.A., Dennis, J., Michailidou, K., Turman, C., Soucy, P., Lemaçon, A., Lush, M., Tyrer, J.P., Ghoussaini, M., Marjaneh, M.M., Jiang, X., Agata, S., Aittomäki, K., Alonso, M.R., Andrulis, I.L., Anton-Culver, H., Antonenkova, N.N., Arason, A., Arndt, V., Aronson, K.J., Arun, B.K., Auber, B., Auer, P.L., Azzollini, J., Balmaña, J., Barkardottir, R.B., Barrowdale, D., Beeghly-Fadiel, A., Benitez, J., Bermisheva, M., Białkowska, K., Blanco, A.M., Blomqvist, C., Blot, W., Bogdanova, N.V., Bojesen, S.E., Bolla, M.K., Bonanni, B., Borg, A., Bosse, K., Brauch, H., Brenner, H., Briceno, I., Brock, I.W., Brooks-Wilson, A., Brüning, T., Burwinkel, B., Buys, S.S., Cai, Q., Caldés, T., Caligo, M.A., Camp, N.J., Campbell, I., Canzian, F., Carroll, J.S., Carter, B.D., Castelao, J.E., Chiquette, J., Christiansen, H., Chung, W.K., Claes, K.B.M., Clarke, C.L., Mari, V., Berthet, P., Castera, L., Vaur, D., Lallaoui, H., Bignon, Y.-J., Uhrhammer, N., Bonadona, V., Lasset, C., Révillion, F., Vennin, P., Muller, D., Gomes, D.M., Ingster, O., Coupier, I., Pujol, P., Collonge-Rame, M.-A., Mortemousque, I., Bera, O., Rose, M., Baurand, A., Bertolone, G., Faivre, L., Dreyfus, H., Leroux, D., Venat-Bouvet, L., Bézieau, S., Delnatte, C., Chiesa, J., Gilbert-Dussardier, B., Gesta, P., Prieur, F.P., Bronner, M., Sokolowska, J., Coulet, F., Boutry-Kryza, N., Calender, A., Giraud, S., Leone, M., Fert-Ferrer, S., Stoppa-Lyonnet, D., Jiao, Y., Lesueur, F.L., Mebirouk, N., Barouk-Simonet, E., Bubien, V., Longy, M., Sevenet, N., Gladieff, L., Toulas, C., Reimineras, A., Sobol, H., Paillerets, B.B.-D., Cabaret, O., Caron, O., Guillaud-Bataille, M., Rouleau, E., Belotti, M., Buecher, B., Caputo, S., Colas, C., Pauw, A.D., Fourme, E., Gauthier-Villars, M., Golmard, L., Moncoutier, V., Saule, C., Donaldson, A., Murray, A., Brady, A., Brewer, C., Pottinger, C., Miller, C., Gallagher, D., Gregory, H., Cook, J., Eason, J., Adlard, J., Barwell, J., Ong, K.-R., Snape, K., Walker, L., Izatt, L., Side, L., Tischkowitz, M., Rogers, M.T., Porteous, M.E., Ahmed, M., Morrison, P.J., Brennan, P., Eeles, R., Davidson, R., Collée, M., Cornelissen, S., Couch, F.J., Cox, A., Cross, S.S., Cybulski, C., Czene, K., Daly, M.B., de la Hoya, M., Devilee, P., Diez, O., Ding, Y.C., Dite, G.S., Domchek, S.M., Dörk, T., dos-Santos-Silva, I., Droit, A., Dubois, S., Dumont, M., Duran, M., Durcan, L., Dwek, M., Eccles, D.M., Engel, C., Eriksson, M., Evans, D.G., Fasching, P.A., Fletcher, O., Floris, G., Flyger, H., Foretova, L., Foulkes, W.D., Friedman, E., Fritschi, L., Frost, D., Gabrielson, M., Gago-Dominguez, M., Gambino, G., Ganz, P.A., Gapstur, S.M., Garber, J., García-Sáenz, J.A., Gaudet, M.M., Georgoulias, V., Giles, G., Glendon, G., Godwin, A.K., Goldberg, M.S., Goldgar, D.E., González-Neira, A., Tibiletti, M.G., Greene, M.H., Grip, M., Gronwald, J., Grundy, A., Guénel, P., Hahnen, E., Haiman, C.A., Håkansson, N., Hall, P., Hamann, U., Harrington, P.A., Hartikainen, J.M., Hartman, M., He, W., Healey, C.S., Heemskerk-Gerritsen, B.A.M., Heyworth, J., Hillemanns, P., Hogervorst, F.B.L., Hollestelle, A., Hooning, M., Hopper, J., Howell, A., Huang, G., Hulick, P.J., Imyanitov, E.N., Sexton, A., Christian, A., Trainer, A., Spigelman, A., Fellows, A., Shelling, A., Fazio, A.D., Blackburn, A., Crook, A., Meiser, B., Patterson, B., Clarke, C., Saunders, C., Hunt, C., Scott, C., Amor, D., Marsh, D., Edkins, E., Salisbury, E., Haan, E., Neidermayr, E., Macrea, F., Farshid, G., Lindeman, G., Chenevix-Trench, G., Mann, G., Gill, G., Thorne, H., Hickie, I., Winship, I., Flanagan, J., Kollias, J., Visvader, J., Stone, J., Taylor, J., Burke, J., Saunus, J., Forbes, J., Kirk, J., French, J., Tucker, K., Wu, K., Phillips, K., Lipton, L., Andrews, L., Lobb, L., Kentwell, M., Spurdle, M., Cummings, M., Gleeson, M., Harris, M., Jenkins, M., Young, M.A., Delatycki, M., Wallis, M., Burgess, M., Price, M., Brown, M., Southey, M., Bogwitz, M., Field, M., Friedlander, M., Gattas, M., Saleh, M., Hayward, N., Pachter, N., Cohen, P., Duijf, P., James, P., Simpson, P., Fong, P., Butow, P., Williams, R., Kefford, R., Scott, R., Milne, R.L., Balleine, R., Dawson, S.–J., Lok, S., O’Connell, S., Greening, S., Nightingale, S., Edwards, S., Fox, S., McLachlan, S.-A., Lakhani, S., Antill, Y., Aalfs, C., Meijers-Heijboer, H., van Engelen, K., Gille, H., Boere, I., van Deurzen, C., Obdeijn, I.-M., van den Ouweland, A., Seynaeve, C., Siesling, S., Verloop, J., van Asperen, C.J., van Cronenburg, T., Blok, R., de Boer, M., Garcia, E.G., Adank, M., Hogervorst, F., Jenner, D., van Leeuwen, F., Rookus, M., Russell, N., Schmidt, M., van den Belt-Dusebout, S., Kets, C., Mensenkamp, A., de Bock, T., van der Hout, A., Mourits, M., Oosterwijk, J., Ausems, M., Koudijs, M., Baxter, R., Yip, D., Carpenter, J., Davis, A., Pathmanathan, N., Graham, D., Sachchithananthan, M., Isaacs, C., Iwasaki, M., Jager, A., Jakimovska, M., Jakubowska, A., James, P.A., Janavicius, R., Jankowitz, R.C., John, E.M., Johnson, N., Jones, M.E., Jukkola-Vuorinen, A., Jung, A., Kaaks, R., Kang, D., Kapoor, P.M., Karlan, B.Y., Keeman, R., Kerin, M.J., Khusnutdinova, E., Kiiski, J.I., Kitahara, C.M., Ko, Y.-D., Konstantopoulou, I., Kosma, V.-M., Koutros, S., Kubelka-Sabit, K., Kwong, A., Kyriacou, K., Laitman, Y., Lambrechts, D., Lee, E., Leslie, G., Lester, J., Lesueur, F., Lindblom, A., Lo, W.-Y., Long, J., Lophatananon, A., Loud, J.T., Lubiński, J., MacInnis, R.J., Maishman, T., Makalic, E., Mannermaa, A., Manoochehri, M., Manoukian, S., Margolin, S., Martinez, M.E., Matsuo, K., Maurer, T., Mavroudis, D., Mayes, R., McGuffog, L., McLean, C., Meindl, A., Miller, A., Miller, N., Montagna, M., Moreno, F., Muir, K., Mulligan, A.M., Muñoz-Garzon, V.M., Muranen, T.A., Narod, S.A., Nassir, R., Nathanson, K.L., Neuhausen, S.L., Nevanlinna, H., Neven, P., Nielsen, F.C., Nikitina-Zake, L., Norman, A., Offit, K., Olah, E., Olopade, O.I., Olsson, H., Orr, N., Osorio, A., Pankratz, V.S., Papp, J., Park, S.K., Park-Simon, T.-W., Parsons, M.T., Paul, J., Pedersen, I.S., Peissel, B., Peshkin, B., Peterlongo, P., Peto, J., Plaseska-Karanfilska, D., Prajzendanc, K., Prentice, R., Presneau, N., Prokofyeva, D., Pujana, M.A., Pylkäs, K., Radice, P., Ramus, S.J., Rantala, J., Rau-Murthy, R., Rennert, G., Risch, H.A., Robson, M., Romero, A., Rossing, M., Saloustros, E., Sánchez-Herrero, E., Sandler, D.P., Santamariña, M., Sawyer, E.J., Scheuner, M.T., Schmidt, D.F., Schmutzler, R.K., Schneeweiss, A., Schoemaker, M.J., Schöttker, B., Schürmann, P., Scott, R.J., Senter, L., Seynaeve, C.M., Shah, M., Sharma, P., Shen, C.-Y., Shu, X.-O., Singer, C.F., Slavin, T.P., Smichkoska, S., Southey, M.C., Spinelli, J.J., Spurdle, A.B., Sutter, C., Swerdlow, A.J., Tamimi, R.M., Tan, Y.Y., Tapper, W.J., Taylor, J.A., Teixeira, M.R., Tengström, M., Teo, S.H., Terry, M.B., Teulé, A., Thomassen, M., Thull, D.L., Toland, A.E., Tollenaar, R.A.E.M., Tomlinson, I., Torres, D., Torres-Mejía, G., Troester, M.A., Truong, T., Tung, N., Tzardi, M., Ulmer, H.-U., Vachon, C.M., van der Kolk, L.E., van Rensburg, E.J., Vega, A., Viel, A., Vijai, J., Vogel, M.J., Wang, Q., Wappenschmidt, B., Weinberg, C.R., Weitzel, J.N., Wendt, C., Wildiers, H., Winqvist, R., Wolk, A., Wu, A.H., Yannoukakos, D., Zhang, Y., Zheng, W., Hunter, D., Pharoah, P.D.P., Chang-Claude, J., García-Closas, M., Schmidt, M.K., Kristensen, V.N., French, J.D., Edwards, S.L., Antoniou, A.C., Simard, J., Easton, D.F., Kraft, P., Dunning, A.M., Collaborators, GEMO Study, Collaborators, EMBRACE, Investigators, KConFab, Investigators, HEBON, Investigators, ABCTB, Fachal, Laura, Aschard, Hugues, Beesley, Jonathan, Barnes, Daniel R, Duijf, Pascal, Dunning, Alison M, GEMO Study Collaborators, EMBRACE Collaborators, KConFab Investigators, HEBON Investigators, ABCTB Investigators, MUMC+: MA Medische Oncologie (9), RS: GROW - R3 - Innovative Cancer Diagnostics & Therapy, Klinische Genetica, MUMC+: DA KG Polikliniek (9), RS: GROW - R4 - Reproductive and Perinatal Medicine, MUMC+: DA KG Lab Centraal Lab (9), European Commission, Government of Canada, Canadian Institutes of Health Research, National Institutes of Health (US), Cancer Research UK, Département de Biologie Computationnelle - Department of Computational Biology, Institut Pasteur [Paris]-Centre National de la Recherche Scientifique (CNRS), QIMR Berghofer Medical Research Institute, University of Cambridge [UK] (CAM), NSCAD, University of Cyprus [Nicosia], Harvard T.H. Chan School of Public Health, This work was supported by the European Union’s Horizon 2020 Research and Innovation Programme under Marie Sklodowska-Curie grant agreement number 656144. Genotyping of the OncoArray was principally funded from three sources: the PERSPECTIVE project (funded by the Government of Canada through Genome Canada and the Canadian Institutes of Health Research, the ‘Ministère de l’Économie de la Science et de l’Innovation du Québec’ (through Genome Québec) and the Quebec Breast Cancer Foundation), the NCI Genetic Associations and Mechanisms in Oncology (GAME-ON) initiative and the Discovery, Biology and Risk of Inherited Variants in Breast Cancer (DRIVE) project (NIH grants U19 CA148065 and X01HG007492), and Cancer Research UK (C1287/A10118, C8197/A16565 and C1287/A16563). BCAC is funded by Cancer Research UK (C1287/A16563), by the European Community’s Seventh Framework Programme under grant agreement 223175 (HEALTH-F2-2009-223175) (COGS) and by the European Union’s Horizon 2020 Research and Innovation Programme under grant agreements 633784 (B-CAST) and 634935 (BRIDGES). Genotyping of the iCOGS array was funded by the European Union (HEALTH-F2-2009-223175), Cancer Research UK (C1287/A10710), the Canadian Institutes of Health Research for the ‘CIHR Team in Familial Risks of Breast Cancer’ program, and the Ministry of Economic Development, Innovation and Export Trade of Quebec (grant PSR-SIIRI-701). Combining of the GWAS data was supported in part by NIH Cancer Post-Cancer GWAS initiative grant U19 CA 148065 (DRIVE, part of the GAME-ON initiative). For a full description of funding and acknowledgments, see the Supplementary Note., We thank all of the individuals who took part in these studies, as well as all of the researchers, clinicians, technicians and administrative staff who enabled this work to be carried out, European Project: 656144,H2020,H2020-MSCA-IF-2014,RADIOGENFF(2016), European Project: 223175,EC:FP7:HEALTH,FP7-HEALTH-2007-B,COGS(2009), European Project: 633784,H2020,H2020-PHC-2014-two-stage,B-CAST(2015), European Project: 634935,H2020,H2020-PHC-2014-two-stage,BRIDGES(2015), Clinical Genetics, Medical Oncology, Pathology, Radiology & Nuclear Medicine, Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS), University of Cyprus [Nicosia] (UCY), Centre de recherche en épidémiologie et santé des populations (CESP), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpital Paul Brousse-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Saclay, Damage and Repair in Cancer Development and Cancer Treatment (DARE), Life Course Epidemiology (LCE), Targeted Gynaecologic Oncology (TARGON), Basic and Translational Research and Imaging Methodology Development in Groningen (BRIDGE), Aschard, Hugues [0000-0002-7554-6783], Barnes, Daniel R [0000-0002-3781-7570], Dennis, Joe [0000-0003-4591-1214], Michailidou, Kyriaki [0000-0001-7065-1237], Lemaçon, Audrey [0000-0002-1817-7029], Andrulis, Irene L [0000-0002-4226-6435], Arason, Adalgeir [0000-0003-0480-886X], Arndt, Volker [0000-0001-9320-8684], Auber, Bernd [0000-0003-1880-291X], Azzollini, Jacopo [0000-0002-9364-9778], Bojesen, Stig E [0000-0002-4061-4133], Bonanni, Bernardo [0000-0003-3589-2128], Brauch, Hiltrud [0000-0001-7531-2736], Campbell, Ian [0000-0002-7773-4155], Carroll, Jason S [0000-0003-3643-0080], Claes, Kathleen BM [0000-0003-0841-7372], Collée, J Margriet [0000-0002-9272-9346], Devilee, Peter [0000-0002-8023-2009], Dörk, Thilo [0000-0002-9458-0282], Dwek, Miriam [0000-0001-7184-2932], Fletcher, Olivia [0000-0001-9387-7116], Floris, Giuseppe [0000-0003-2391-5425], Foulkes, William D [0000-0001-7427-4651], García-Sáenz, José A [0000-0001-6880-0301], Greene, Mark H [0000-0003-1852-9239], Guénel, Pascal [0000-0002-8359-518X], Heemskerk-Gerritsen, Bernadette AM [0000-0002-9724-6693], Hollestelle, Antoinette [0000-0003-1166-1966], Hulick, Peter J [0000-0001-8397-4078], Jakimovska, Milena [0000-0002-1506-0669], Jakubowska, Anna [0000-0002-5650-0501], James, Paul A [0000-0002-4361-4657], Jones, Michael E [0000-0001-7479-3451], Kapoor, Pooja Middha [0000-0001-5503-8215], Keeman, Renske [0000-0002-5452-9933], Konstantopoulou, Irene [0000-0002-0470-0309], Leslie, Goska [0000-0001-5756-6222], Lesueur, Fabienne [0000-0001-7404-4549], Matsuo, Keitaro [0000-0003-1761-6314], McLean, Catriona [0000-0002-0302-5727], Miller, Austin [0000-0001-9739-8462], Muir, Kenneth [0000-0001-6429-988X], Muranen, Taru A [0000-0002-5895-1808], Nathanson, Katherine L [0000-0002-6740-0901], Nevanlinna, Heli [0000-0002-0916-2976], Olopade, Olufunmilayo I [0000-0002-9936-1599], Orr, Nick [0000-0003-2866-942X], Pankratz, V Shane [0000-0002-3742-040X], Parsons, Michael T [0000-0003-3242-8477], Paul, James [0000-0001-7367-5816], Peshkin, Beth [0000-0002-2997-4701], Peterlongo, Paolo [0000-0001-6951-6855], Peto, Julian [0000-0002-1685-8912], Plaseska-Karanfilska, Dijana [0000-0001-8877-2416], Pylkäs, Katri [0000-0002-2449-0521], Radice, Paolo [0000-0001-6298-4111], Rennert, Gad [0000-0002-8512-068X], Robson, Mark [0000-0002-3109-1692], Romero, Atocha [0000-0002-1634-7397], Saloustros, Emmanouil [0000-0002-0485-0120], Scott, Christopher [0000-0003-1340-0647], Scott, Rodney J [0000-0001-7724-3404], Spurdle, Amanda B [0000-0003-1337-7897], Stone, Jennifer [0000-0001-5077-0124], Sutter, Christian [0000-0003-4051-5888], Tan, Yen Yen [0000-0003-1063-5352], Teixeira, Manuel R [0000-0002-4896-5982], Toland, Amanda E [0000-0002-0271-1792], Tomlinson, Ian [0000-0003-3037-1470], Viel, Alessandra [0000-0003-2804-0840], Vijai, Joseph [0000-0002-7933-151X], Wolk, Alicja [0000-0001-7387-6845], Yannoukakos, Drakoulis [0000-0001-7509-3510], Pharoah, Paul DP [0000-0001-8494-732X], Schmidt, Marjanka K [0000-0002-2228-429X], Milne, Roger L [0000-0001-5764-7268], Edwards, Stacey L [0000-0001-7428-4139], Simard, Jacques [0000-0001-6906-3390], Easton, Douglas F [0000-0003-2444-3247], Kraft, Peter [0000-0002-4472-8103], Dunning, Alison M [0000-0001-6651-7166], Apollo - University of Cambridge Repository, Academic Medical Center, ARD - Amsterdam Reproduction and Development, Human genetics, CCA - Cancer biology and immunology, Molecular cell biology and Immunology, Medicum, Kristiina Aittomäki / Principal Investigator, HUSLAB, Department of Medical and Clinical Genetics, University of Helsinki, HUS Comprehensive Cancer Center, Department of Oncology, Clinicum, Doctoral Programme in Clinical Research, Staff Services, INDIVIDRUG - Individualized Drug Therapy, HUS Gynecology and Obstetrics, and Department of Obstetrics and Gynecology
Subjects: CHROMATIN, Linkage disequilibrium, Genome-wide association study, Regulatory Sequences, Nucleic Acid, Genome-wide association studies, Linkage Disequilibrium, Basic medicine, 0302 clinical medicine, Breast cancer, MESH: Risk Factors, Risk Factors, COMPREHENSIVE MOLECULAR PORTRAITS, 11 Medical and Health Sciences, HEBON Investigators, Genetics & Heredity, 0303 health sciences, [STAT.AP]Statistics [stat]/Applications [stat.AP], PROTEIN FUNCTION, Tumor, breast tumor, MESH: Polymorphism, Single Nucleotide, 1184 Genetics, developmental biology, physiology, MESH: Genetic Predisposition to Disease, apoptosis, Chromosome Mapping, Single Nucleotide, 3. Good health, MESH: Linkage Disequilibrium, Female, MESH: Biomarkers, Tumor, Biomarkers, Tumor/genetics, [STAT.ME]Statistics [stat]/Methodology [stat.ME], Life Sciences & Biomedicine, SUSCEPTIBILITY LOCI, MESH: Bayes Theorem, Quantitative Trait Loci, ABCTB Investigators, INTEGRATIVE ANALYSIS, Breast Neoplasms, Computational biology, Biology, Quantitative trait locus, Breast Neoplasms/genetics, Polymorphism, Single Nucleotide, Article, ENHANCER, GEMO Study Collaborators, 03 medical and health sciences, breast cancer, SDG 3 - Good Health and Well-being, REVEALS, Genetics, Biomarkers, Tumor, MESH: Regulatory Sequences, Nucleic Acid, Humans, Genetic Predisposition to Disease, Polymorphism, GENOME-WIDE ASSOCIATION, FUNCTIONAL VARIANTS, EMBRACE Collaborators, Gene, 030304 developmental biology, Genetic association, Bayes Theorem, Genome-Wide Association Study, MESH: Humans, Science & Technology, Nucleic Acid, gene mapping, 06 Biological Sciences, MESH: Quantitative Trait Loci, DNA binding site, ESTROGEN-RECEPTOR, [SDV.GEN.GH]Life Sciences [q-bio]/Genetics/Human genetics, Clinical medicine, Expression quantitative trait loci, MESH: Genome-Wide Association Study, Human genome, [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie, KConFab Investigators, [INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM], MESH: Chromosome Mapping, Chromosome Mapping/methods, Regulatory Sequences, MESH: Female, Biomarkers, 030217 neurology & neurosurgery, MESH: Breast Neoplasms, Developmental Biology
Abstract: Genome-wide association studies have identified breast cancer risk variants in over 150 genomic regions, but the mechanisms underlying risk remain largely unknown. These regions were explored by combining association analysis with in silico genomic feature annotations. We defined 205 independent risk-associated signals with the set of credible causal variants in each one. In parallel, we used a Bayesian approach (PAINTOR) that combines genetic association, linkage disequilibrium and enriched genomic features to determine variants with high posterior probabilities of being causal. Potentially causal variants were significantly over-represented in active gene regulatory regions and transcription factor binding sites. We applied our INQUSIT pipeline for prioritizing genes as targets of those potentially causal variants, using gene expression (expression quantitative trait loci), chromatin interaction and functional annotations. Known cancer drivers, transcription factors and genes in the developmental, apoptosis, immune system and DNA integrity checkpoint gene ontology pathways were over-represented among the highest-confidence target genes., This work was supported by the European Union’s Horizon 2020 Research and Innovation Programme under Marie Sklodowska-Curie grant agreement number 656144. Genotyping of the OncoArray was principally funded from three sources: the PERSPECTIVE project (funded by the Government of Canada through Genome Canada and the Canadian Institutes of Health Research, the ‘Ministère de l’Économie de la Science et de l’Innovation du Québec’ (through Genome Québec) and the Quebec Breast Cancer Foundation); the NCI Genetic Associations and Mechanisms in Oncology (GAME-ON) initiative and the Discovery, Biology and Risk of Inherited Variants in Breast Cancer (DRIVE) project (NIH grants U19 CA148065 and X01HG007492); and Cancer Research UK (C1287/A10118, C8197/A16565 and C1287/A16563). BCAC is funded by Cancer Research UK (C1287/A16563), by the European Community’s Seventh Framework Programme under grant agreement 223175 (HEALTH-F2-2009-223175) (COGS) and by the European Union’s Horizon 2020 Research and Innovation Programme under grant agreements 633784 (B-CAST) and 634935 (BRIDGES). Genotyping of the iCOGS array was funded by the European Union (HEALTH-F2-2009-223175), Cancer Research UK (C1287/A10710), the Canadian Institutes of Health Research for the ‘CIHR Team in Familial Risks of Breast Cancer’ program, and the Ministry of Economic Development, Innovation and Export Trade of Quebec (grant PSR-SIIRI-701). Combining of the GWAS data was supported in part by NIH Cancer Post-Cancer GWAS initiative grant U19 CA 148065 (DRIVE; part of the GAME-ON initiative).
Published: 2020

23. Two truncating variants in FANCC and breast cancer risk.

Author: Gaudet M.M., Kaaks R., Kang D., Kwong A., Lambrechts D., Marchand L.L., Li J., Lindstrom S., Linet M., Lo W.-Y., Long J., Lophatananon A., Lubinski J., Manoochehri M., Manoukian S., Margolin S., Martinez E., Matsuo K., Mavroudis D., Meindl A., Menon U., Milne R.L., Mohd Taib N.A., Muir K., Mulligan A.M., Neuhausen S.L., Nevanlinna H., Neven P., Newman W.G., Offit K., Olopade O.I., Olshan A.F., Olson J.E., Olsson H., Park S.K., Park-Simon T.-W., Peto J., Plaseska-Karanfilska D., Pohl-Rescigno E., Presneau N., Rack B., Radice P., Rashid M.U., Rennert G., Rennert H.S., Romero A., Ruebner M., Saloustros E., Schmidt M.K., Schmutzler R.K., Schneider M.O., Schoemaker M.J., Scott C., Shen C.-Y., Shu X.-O., Simard J., Slager S., Smichkoska S., Southey M.C., Spinelli J.J., Stone J., Surowy H., Swerdlow A.J., Tamimi R.M., Tapper W.J., Teo S.H., Terry M.B., Toland A.E., Tollenaar R.A.E.M., Torres D., Torres-Mejia G., Troester M.A., Truong T., Tsugane S., Untch M., Vachon C.M., Ouweland A.M.W.V.D., Veen E.M.V., Vijai J., Wendt C., Wolk A., Yu J.-C., Zheng W., Ziogas A., Ziv E., Dunning A.M., Pharoah P.D.P., Schindler D., Devilee P., Easton D.F., Hopper J.L., Howell T., Huo D., Ito H., Iwasaki M., Jakubowska A., Janni W., John E.M., Dork T., Peterlongo P., Mannermaa A., Bolla M.K., Wang Q., Dennis J., Ahearn T., Andrulis I.L., Anton-Culver H., Arndt V., Aronson K.J., Augustinsson A., Freeman L.E.B., Beckmann M.W., Beeghly-Fadiel A., Behrens S., Bermisheva M., Blomqvist C., Bogdanova N.V., Bojesen S.E., Brauch H., Brenner H., Burwinkel B., Canzian F., Chan T.L., Chang-Claude J., Chanock S.J., Choi J.-Y., Christiansen H., Clarke C.L., Couch F.J., Czene K., Daly M.B., Dos-Santos-Silva I., Dwek M., Eccles D.M., Ekici A.B., Eriksson M., Evans D.G., Fasching P.A., Figueroa J., Flyger H., Fritschi L., Gabrielson M., Gago-Dominguez M., Gao C., Gapstur S.M., Garcia-Closas M., Garcia-Saenz J.A., Jung A., Giles G.G., Goldberg M.S., Goldgar D.E., Guenel P., Haeberle L., Haiman C.A., Hakansson N., Hall P., Hamann U., Hartman M., Hauke J., Hein A., Hillemanns P., Hogervorst F.B.L., Hooning M.J., Kapoor P.M., Khusnutdinova E., Kim S.-W., Kitahara C.M., Koutros S., Kraft P., Kristensen V.N., Gaudet M.M., Kaaks R., Kang D., Kwong A., Lambrechts D., Marchand L.L., Li J., Lindstrom S., Linet M., Lo W.-Y., Long J., Lophatananon A., Lubinski J., Manoochehri M., Manoukian S., Margolin S., Martinez E., Matsuo K., Mavroudis D., Meindl A., Menon U., Milne R.L., Mohd Taib N.A., Muir K., Mulligan A.M., Neuhausen S.L., Nevanlinna H., Neven P., Newman W.G., Offit K., Olopade O.I., Olshan A.F., Olson J.E., Olsson H., Park S.K., Park-Simon T.-W., Peto J., Plaseska-Karanfilska D., Pohl-Rescigno E., Presneau N., Rack B., Radice P., Rashid M.U., Rennert G., Rennert H.S., Romero A., Ruebner M., Saloustros E., Schmidt M.K., Schmutzler R.K., Schneider M.O., Schoemaker M.J., Scott C., Shen C.-Y., Shu X.-O., Simard J., Slager S., Smichkoska S., Southey M.C., Spinelli J.J., Stone J., Surowy H., Swerdlow A.J., Tamimi R.M., Tapper W.J., Teo S.H., Terry M.B., Toland A.E., Tollenaar R.A.E.M., Torres D., Torres-Mejia G., Troester M.A., Truong T., Tsugane S., Untch M., Vachon C.M., Ouweland A.M.W.V.D., Veen E.M.V., Vijai J., Wendt C., Wolk A., Yu J.-C., Zheng W., Ziogas A., Ziv E., Dunning A.M., Pharoah P.D.P., Schindler D., Devilee P., Easton D.F., Hopper J.L., Howell T., Huo D., Ito H., Iwasaki M., Jakubowska A., Janni W., John E.M., Dork T., Peterlongo P., Mannermaa A., Bolla M.K., Wang Q., Dennis J., Ahearn T., Andrulis I.L., Anton-Culver H., Arndt V., Aronson K.J., Augustinsson A., Freeman L.E.B., Beckmann M.W., Beeghly-Fadiel A., Behrens S., Bermisheva M., Blomqvist C., Bogdanova N.V., Bojesen S.E., Brauch H., Brenner H., Burwinkel B., Canzian F., Chan T.L., Chang-Claude J., Chanock S.J., Choi J.-Y., Christiansen H., Clarke C.L., Couch F.J., Czene K., Daly M.B., Dos-Santos-Silva I., Dwek M., Eccles D.M., Ekici A.B., Eriksson M., Evans D.G., Fasching P.A., Figueroa J., Flyger H., Fritschi L., Gabrielson M., Gago-Dominguez M., Gao C., Gapstur S.M., Garcia-Closas M., Garcia-Saenz J.A., Jung A., Giles G.G., Goldberg M.S., Goldgar D.E., Guenel P., Haeberle L., Haiman C.A., Hakansson N., Hall P., Hamann U., Hartman M., Hauke J., Hein A., Hillemanns P., Hogervorst F.B.L., Hooning M.J., Kapoor P.M., Khusnutdinova E., Kim S.-W., Kitahara C.M., Koutros S., Kraft P., and Kristensen V.N.
Abstract: Fanconi anemia (FA) is a genetically heterogeneous disorder with 22 disease-causing genes reported to date. In some FA genes, monoallelic mutations have been found to be associated with breast cancer risk, while the risk associations of others remain unknown. The gene for FA type C, FANCC, has been proposed as a breast cancer susceptibility gene based on epidemiological and sequencing studies. We used the Oncoarray project to genotype two truncating FANCC variants (p.R185X and p.R548X) in 64,760 breast cancer cases and 49,793 controls of European descent. FANCC mutations were observed in 25 cases (14 with p.R185X, 11 with p.R548X) and 26 controls (18 with p.R185X, 8 with p.R548X). There was no evidence of an association with the risk of breast cancer, neither overall (odds ratio 0.77, 95%CI 0.44-1.33, p=0.4) nor by histology, hormone receptor status, age or family history. We conclude that the breast cancer risk association of these two FANCC variants, if any, is much smaller than for BRCA1, BRCA2 or PALB2 mutations. If this applies to all truncating variants in FANCC it would suggest there are differences between FA genes in their roles on breast cancer risk and demonstrates the merit of large consortia for clarifying risk associations of rare variants.
Published: 2020

24. Fine-mapping of 150 breast cancer risk regions identifies 191 likely target genes.

Author: Ramus S.J., Carroll J.S., Schneeweiss A., Schoemaker M.J., Schottker B., Schurmann P., Scott C., Scott R.J., Senter L., Shah M., Sharma P., Shen C.-Y., Shu X.-O., Singer C.F., Slavin T.P., Smichkoska S., Spinelli J.J., Spurdle A.B., Sutter C., Swerdlow A.J., Tamimi R.M., Tan Y.Y., Tapper W.J., Taylor J., Teixeira M.R., Tengstrom M., Teo S.H., Terry M.B., Teule A., Thomassen M., Thull D.L., Toland A.E., Tollenaar R.A.E.M., Tomlinson I., Torres D., Torres-Mejia G., Troester M.A., Truong T., Tung N., Tzardi M., Ulmer H.-U., Vachon C.M., van der Kolk L.E., van Rensburg E.J., Vega A., Viel A., Vijai J., Vogel M.J., Wang Q., Wappenschmidt B., Weinberg C.R., Weitzel J.N., Wendt C., Wildiers H., Winqvist R., Wolk A., Wu A.H., Yannoukakos D., Zhang Y., Zheng W., Hunter D., Pharoah P.D.P., Chang-Claude J., Garcia-Closas M., Schmidt M.K., Kristensen V.N., French J.D., Antoniou A.C., Chenevix-Trench G., Simard J., Easton D.F., Kraft P., Allen J., Harris M., Fachal L., Aschard H., Beesley J., Barnes D.R., Kar S., Pooley K.A., Dennis J., Michailidou K., Turman C., Soucy P., Lemacon A., Lush M., Tyrer J.P., Ghoussaini M., Marjaneh M.M., Jiang X., Agata S., Aittomaki K., Alonso M.R., Andrulis I.L., Anton-Culver H., Antonenkova N.N., Arason A., Arndt V., Aronson K.J., Arun B.K., Auber B., Auer P.L., Azzollini J., Balmana J., Barkardottir R.B., Barrowdale D., Beeghly-Fadiel A., Benitez J., Bermisheva M., Bialkowska K., Blanco A.M., Blomqvist C., Blot W., Bogdanova N.V., Bojesen S.E., Bolla M.K., Bonanni B., Borg A., Bosse K., Brauch H., Brenner H., Briceno I., Brock I.W., Brooks-Wilson A., Bruning T., Burwinkel B., Buys S.S., Cai Q., Caldes T., Caligo M.A., Camp N.J., Campbell I., Carter B.D., Castelao J.E., Chiquette J., Christiansen H., Chung W.K., Claes K.B.M., Clarke C.L., Mari V., Berthet P., Castera L., Vaur D., Lallaoui H., Bignon Y.-J., Uhrhammer N., Bonadona V., Lasset C., Revillion F., Vennin P., Muller D., Gomes D.M., Ingster O., Coupier I., Pujol P., Collonge-Rame M.-A., Mortemousque I., Bera O., Rose M., Baurand A., Bertolone G., Faivre L., Dreyfus H., Leroux D., Venat-Bouvet L., Bezieau S., Delnatte C., Chiesa J., Gilbert-Dussardier B., Gesta P., Prieur F.P., Bronner M., Sokolowska J., Coulet F., Boutry-Kryza N., Calender A., Giraud S., Leone M., Fert-Ferrer S., Stoppa-Lyonnet D., Jiao Y., Lesueur F.L., Mebirouk N., Barouk-Simonet E., Bubien V., Longy M., Sevenet N., Gladieff L., Toulas C., Reimineras A., Sobol H., Paillerets B.B.-D., Cabaret O., Caron O., Guillaud-Bataille M., Rouleau E., Belotti M., Buecher B., Caputo S., Colas C., Pauw A.D., Fourme E., Gauthier-Villars M., Golmard L., Moncoutier V., Saule C., Donaldson A., Murray A., Brady A., Brewer C., Pottinger C., Miller C., Gallagher D., Gregory H., Cook J., Eason J., Adlard J., Barwell J., Ong K.-R., Snape K., Walker L., Izatt L., Side L., Tischkowitz M., Rogers M.T., Porteous M.E., Ahmed M., Morrison P.J., Brennan P., Eeles R., Davidson R., Collee J.M., Cornelissen S., Couch F.J., Cox A., Cross S.S., Cybulski C., Czene K., Daly M.B., de la Hoya M., Devilee P., Diez O., Ding Y.C., Dite G.S., Domchek S.M., Dork T., dos-Santos-Silva I., Droit A., Dubois S., Dumont M., Duran M., Durcan L., Dwek M., Eccles D.M., Engel C., Eriksson M., Evans D.G., Fasching P.A., Fletcher O., Floris G., Flyger H., Foretova L., Foulkes W.D., Friedman E., Fritschi L., Frost D., Gabrielson M., Gago-Dominguez M., Gambino G., Ganz P.A., Gapstur S.M., Garber J., Garcia-Saenz J.A., Gaudet M.M., Georgoulias V., Giles G., Glendon G., Godwin A.K., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Tibiletti M.G., Greene M.H., Grip M., Gronwald J., Grundy A., Guenel P., Hahnen E., Haiman C.A., Hakansson N., Hall P., Hamann U., Harrington P.A., Hartikainen J.M., Hartman M., He W., Healey C.S., Heemskerk-Gerritsen B.A.M., Heyworth J., Hillemanns P., Hogervorst F.B.L., Hollestelle A., Hooning M., Hopper J., Howell A., Huang G., Hulick P.J., Imyanitov E.N., Sexton A., Christian A., Trainer A., Spigelman A., Fellows A., Shelling A., Fazio A.D., Blackburn A., Crook A., Meiser B., Patterson B., Clarke C., Saunders C., Hunt C., Amor D., Marsh D., Edkins E., Salisbury E., Haan E., Neidermayr E., Macrea F., Farshid G., Lindeman G., Trench G., Mann G., Gill G., Thorne H., Hickie I., Winship I., Flanagan J., Kollias J., Visvader J., Stone J., Burke J., Saunus J., Forbes J., French J., Tucker K., Wu K., Phillips K., Lipton L., Andrews L., Lobb L., Kentwell M., Spurdle M., Cummings M., Gleeson M., Jenkins M., Young M.A., Delatycki M., Wallis M., Burgess M., Price M., Brown M., Southey M., Bogwitz M., Field M., Friedlander M., Gattas M., Saleh M., Hayward N., Pachter N., Cohen P., Duijf P., James P., Simpson P., Fong P., Butow P., Williams R., Kefford R., Scott R., Milne R.L., Balleine R., Dawson S.-J., Lok S., O'Connell S., Greening S., Nightingale S., Edwards S., Fox S., McLachlan S.-A., Lakhani S., Antill Y., Aalfs C., Meijers-Heijboer H., van Engelen K., Gille H., Boere I., Collee M., van Deurzen C., Obdeijn I.-M., van den Ouweland A., Seynaeve C., Siesling S., Verloop J., van Asperen C., van Cronenburg T., Blok R., de Boer M., Garcia E.G., Adank M., Hogervorst F., Jenner D., van Leeuwen F., Rookus M., Russell N., Schmidt M., van den Belt-Dusebout S., Kets C., Mensenkamp A., de Bock T., van der Hout A., Mourits M., Oosterwijk J., Ausems M., Koudijs M., Baxter R., Yip D., Carpenter J., Davis A., Pathmanathan N., Graham D., Sachchithananthan M., Isaacs C., Iwasaki M., Jager A., Jakimovska M., Jakubowska A., Janavicius R., Jankowitz R.C., John E.M., Johnson N., Jones M.E., Jukkola-Vuorinen A., Jung A., Kaaks R., Kang D., Kapoor P.M., Karlan B.Y., Keeman R., Kerin M.J., Khusnutdinova E., Kiiski J.I., Kirk J., Kitahara C.M., Ko Y.-D., Konstantopoulou I., Kosma V.-M., Koutros S., Kubelka-Sabit K., Kwong A., Kyriacou K., Laitman Y., Lambrechts D., Lee E., Leslie G., Lester J., Lesueur F., Lindblom A., Lo W.-Y., Long J., Lophatananon A., Loud J.T., Lubinski J., MacInnis R.J., Maishman T., Makalic E., Mannermaa A., Manoochehri M., Manoukian S., Margolin S., Martinez M.E., Matsuo K., Maurer T., Mavroudis D., Mayes R., McGuffog L., McLean C., Meindl A., Miller A., Miller N., Montagna M., Moreno F., Muir K., Mulligan A.M., Munoz-Garzon V.M., Muranen T.A., Narod S.A., Nassir R., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Neven P., Nielsen F.C., Nikitina-Zake L., Norman A., Offit K., Olah E., Olopade O.I., Olsson H., Orr N., Osorio A., Pankratz V.S., Papp J., Park S.K., Park-Simon T.-W., Parsons M.T., Paul J., Pedersen I.S., Peissel B., Peshkin B., Peterlongo P., Peto J., Plaseska-Karanfilska D., Prajzendanc K., Prentice R., Presneau N., Prokofyeva D., Pujana M.A., Pylkas K., Radice P., Canzian F., Rantala J., Rau-Murthy R., Rennert G., Risch H.A., Robson M., Romero A., Rossing M., Saloustros E., Sanchez-Herrero E., Sandler D.P., Santamarina M., Sawyer E.J., Scheuner M.T., Schmidt D.F., Schmutzler R.K., Ramus S.J., Carroll J.S., Schneeweiss A., Schoemaker M.J., Schottker B., Schurmann P., Scott C., Scott R.J., Senter L., Shah M., Sharma P., Shen C.-Y., Shu X.-O., Singer C.F., Slavin T.P., Smichkoska S., Spinelli J.J., Spurdle A.B., Sutter C., Swerdlow A.J., Tamimi R.M., Tan Y.Y., Tapper W.J., Taylor J., Teixeira M.R., Tengstrom M., Teo S.H., Terry M.B., Teule A., Thomassen M., Thull D.L., Toland A.E., Tollenaar R.A.E.M., Tomlinson I., Torres D., Torres-Mejia G., Troester M.A., Truong T., Tung N., Tzardi M., Ulmer H.-U., Vachon C.M., van der Kolk L.E., van Rensburg E.J., Vega A., Viel A., Vijai J., Vogel M.J., Wang Q., Wappenschmidt B., Weinberg C.R., Weitzel J.N., Wendt C., Wildiers H., Winqvist R., Wolk A., Wu A.H., Yannoukakos D., Zhang Y., Zheng W., Hunter D., Pharoah P.D.P., Chang-Claude J., Garcia-Closas M., Schmidt M.K., Kristensen V.N., French J.D., Antoniou A.C., Chenevix-Trench G., Simard J., Easton D.F., Kraft P., Allen J., Harris M., Fachal L., Aschard H., Beesley J., Barnes D.R., Kar S., Pooley K.A., Dennis J., Michailidou K., Turman C., Soucy P., Lemacon A., Lush M., Tyrer J.P., Ghoussaini M., Marjaneh M.M., Jiang X., Agata S., Aittomaki K., Alonso M.R., Andrulis I.L., Anton-Culver H., Antonenkova N.N., Arason A., Arndt V., Aronson K.J., Arun B.K., Auber B., Auer P.L., Azzollini J., Balmana J., Barkardottir R.B., Barrowdale D., Beeghly-Fadiel A., Benitez J., Bermisheva M., Bialkowska K., Blanco A.M., Blomqvist C., Blot W., Bogdanova N.V., Bojesen S.E., Bolla M.K., Bonanni B., Borg A., Bosse K., Brauch H., Brenner H., Briceno I., Brock I.W., Brooks-Wilson A., Bruning T., Burwinkel B., Buys S.S., Cai Q., Caldes T., Caligo M.A., Camp N.J., Campbell I., Carter B.D., Castelao J.E., Chiquette J., Christiansen H., Chung W.K., Claes K.B.M., Clarke C.L., Mari V., Berthet P., Castera L., Vaur D., Lallaoui H., Bignon Y.-J., Uhrhammer N., Bonadona V., Lasset C., Revillion F., Vennin P., Muller D., Gomes D.M., Ingster O., Coupier I., Pujol P., Collonge-Rame M.-A., Mortemousque I., Bera O., Rose M., Baurand A., Bertolone G., Faivre L., Dreyfus H., Leroux D., Venat-Bouvet L., Bezieau S., Delnatte C., Chiesa J., Gilbert-Dussardier B., Gesta P., Prieur F.P., Bronner M., Sokolowska J., Coulet F., Boutry-Kryza N., Calender A., Giraud S., Leone M., Fert-Ferrer S., Stoppa-Lyonnet D., Jiao Y., Lesueur F.L., Mebirouk N., Barouk-Simonet E., Bubien V., Longy M., Sevenet N., Gladieff L., Toulas C., Reimineras A., Sobol H., Paillerets B.B.-D., Cabaret O., Caron O., Guillaud-Bataille M., Rouleau E., Belotti M., Buecher B., Caputo S., Colas C., Pauw A.D., Fourme E., Gauthier-Villars M., Golmard L., Moncoutier V., Saule C., Donaldson A., Murray A., Brady A., Brewer C., Pottinger C., Miller C., Gallagher D., Gregory H., Cook J., Eason J., Adlard J., Barwell J., Ong K.-R., Snape K., Walker L., Izatt L., Side L., Tischkowitz M., Rogers M.T., Porteous M.E., Ahmed M., Morrison P.J., Brennan P., Eeles R., Davidson R., Collee J.M., Cornelissen S., Couch F.J., Cox A., Cross S.S., Cybulski C., Czene K., Daly M.B., de la Hoya M., Devilee P., Diez O., Ding Y.C., Dite G.S., Domchek S.M., Dork T., dos-Santos-Silva I., Droit A., Dubois S., Dumont M., Duran M., Durcan L., Dwek M., Eccles D.M., Engel C., Eriksson M., Evans D.G., Fasching P.A., Fletcher O., Floris G., Flyger H., Foretova L., Foulkes W.D., Friedman E., Fritschi L., Frost D., Gabrielson M., Gago-Dominguez M., Gambino G., Ganz P.A., Gapstur S.M., Garber J., Garcia-Saenz J.A., Gaudet M.M., Georgoulias V., Giles G., Glendon G., Godwin A.K., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Tibiletti M.G., Greene M.H., Grip M., Gronwald J., Grundy A., Guenel P., Hahnen E., Haiman C.A., Hakansson N., Hall P., Hamann U., Harrington P.A., Hartikainen J.M., Hartman M., He W., Healey C.S., Heemskerk-Gerritsen B.A.M., Heyworth J., Hillemanns P., Hogervorst F.B.L., Hollestelle A., Hooning M., Hopper J., Howell A., Huang G., Hulick P.J., Imyanitov E.N., Sexton A., Christian A., Trainer A., Spigelman A., Fellows A., Shelling A., Fazio A.D., Blackburn A., Crook A., Meiser B., Patterson B., Clarke C., Saunders C., Hunt C., Amor D., Marsh D., Edkins E., Salisbury E., Haan E., Neidermayr E., Macrea F., Farshid G., Lindeman G., Trench G., Mann G., Gill G., Thorne H., Hickie I., Winship I., Flanagan J., Kollias J., Visvader J., Stone J., Burke J., Saunus J., Forbes J., French J., Tucker K., Wu K., Phillips K., Lipton L., Andrews L., Lobb L., Kentwell M., Spurdle M., Cummings M., Gleeson M., Jenkins M., Young M.A., Delatycki M., Wallis M., Burgess M., Price M., Brown M., Southey M., Bogwitz M., Field M., Friedlander M., Gattas M., Saleh M., Hayward N., Pachter N., Cohen P., Duijf P., James P., Simpson P., Fong P., Butow P., Williams R., Kefford R., Scott R., Milne R.L., Balleine R., Dawson S.-J., Lok S., O'Connell S., Greening S., Nightingale S., Edwards S., Fox S., McLachlan S.-A., Lakhani S., Antill Y., Aalfs C., Meijers-Heijboer H., van Engelen K., Gille H., Boere I., Collee M., van Deurzen C., Obdeijn I.-M., van den Ouweland A., Seynaeve C., Siesling S., Verloop J., van Asperen C., van Cronenburg T., Blok R., de Boer M., Garcia E.G., Adank M., Hogervorst F., Jenner D., van Leeuwen F., Rookus M., Russell N., Schmidt M., van den Belt-Dusebout S., Kets C., Mensenkamp A., de Bock T., van der Hout A., Mourits M., Oosterwijk J., Ausems M., Koudijs M., Baxter R., Yip D., Carpenter J., Davis A., Pathmanathan N., Graham D., Sachchithananthan M., Isaacs C., Iwasaki M., Jager A., Jakimovska M., Jakubowska A., Janavicius R., Jankowitz R.C., John E.M., Johnson N., Jones M.E., Jukkola-Vuorinen A., Jung A., Kaaks R., Kang D., Kapoor P.M., Karlan B.Y., Keeman R., Kerin M.J., Khusnutdinova E., Kiiski J.I., Kirk J., Kitahara C.M., Ko Y.-D., Konstantopoulou I., Kosma V.-M., Koutros S., Kubelka-Sabit K., Kwong A., Kyriacou K., Laitman Y., Lambrechts D., Lee E., Leslie G., Lester J., Lesueur F., Lindblom A., Lo W.-Y., Long J., Lophatananon A., Loud J.T., Lubinski J., MacInnis R.J., Maishman T., Makalic E., Mannermaa A., Manoochehri M., Manoukian S., Margolin S., Martinez M.E., Matsuo K., Maurer T., Mavroudis D., Mayes R., McGuffog L., McLean C., Meindl A., Miller A., Miller N., Montagna M., Moreno F., Muir K., Mulligan A.M., Munoz-Garzon V.M., Muranen T.A., Narod S.A., Nassir R., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Neven P., Nielsen F.C., Nikitina-Zake L., Norman A., Offit K., Olah E., Olopade O.I., Olsson H., Orr N., Osorio A., Pankratz V.S., Papp J., Park S.K., Park-Simon T.-W., Parsons M.T., Paul J., Pedersen I.S., Peissel B., Peshkin B., Peterlongo P., Peto J., Plaseska-Karanfilska D., Prajzendanc K., Prentice R., Presneau N., Prokofyeva D., Pujana M.A., Pylkas K., Radice P., Canzian F., Rantala J., Rau-Murthy R., Rennert G., Risch H.A., Robson M., Romero A., Rossing M., Saloustros E., Sanchez-Herrero E., Sandler D.P., Santamarina M., Sawyer E.J., Scheuner M.T., Schmidt D.F., and Schmutzler R.K.
Abstract: Genome-wide association studies have identified breast cancer risk variants in over 150 genomic regions, but the mechanisms underlying risk remain largely unknown. These regions were explored by combining association analysis with in silico genomic feature annotations. We defined 205 independent risk-associated signals with the set of credible causal variants in each one. In parallel, we used a Bayesian approach (PAINTOR) that combines genetic association, linkage disequilibrium and enriched genomic features to determine variants with high posterior probabilities of being causal. Potentially causal variants were significantly over-represented in active gene regulatory regions and transcription factor binding sites. We applied our INQUSIT pipeline for prioritizing genes as targets of those potentially causal variants, using gene expression (expression quantitative trait loci), chromatin interaction and functional annotations. Known cancer drivers, transcription factors and genes in the developmental, apoptosis, immune system and DNA integrity checkpoint gene ontology pathways were over-represented among the highest-confidence target genes.Copyright © 2020, The Author(s), under exclusive licence to Springer Nature America, Inc.
Published: 2020

25. Transcriptome-wide association study of breast cancer risk by estrogen-receptor status.

Author: Eriksson M., Peterlongo P., Peto J., Pharoah P.D.P., Phillips K.-A., Plaseska-Karanfilska D., Poppe B., Pradhan N., Prajzendanc K., Presneau N., Punie K., Pylkas K., Radice P., Rantala J., Rashid M.U., Rennert G., Risch H.A., Robson M., Romero A., Saloustros E., Sandler D.P., Santos C., Sawyer E.J., Schmidt M.K., Schmidt D.F., Schmutzler R.K., Schoemaker M.J., Scott R.J., Sharma P., Shu X.-O., Simard J., Singer C.F., Skytte A.-B., Soucy P., Southey M.C., Spinelli J.J., Spurdle A.B., Stone J., Swerdlow A.J., Tapper W.J., Taylor J.A., Teixeira M.R., Terry M.B., Teule A., Thomassen M., Thone K., Thull D.L., Tischkowitz M., Toland A.E., Tollenaar R.A.E.M., Torres D., Truong T., Tung N., Vachon C.M., van Asperen C.J., van den Ouweland A.M.W., van Rensburg E.J., Vega A., Viel A., Vieiro-Balo P., Wang Q., Wappenschmidt B., Weinberg C.R., Weitzel J.N., Wendt C., Winqvist R., Yang X.R., Yannoukakos D., Ziogas A., Milne R.L., Easton D.F., Chenevix-Trench G., Zheng W., Kraft P., Jiang X., Feng H., Gusev A., Pasaniuc B., Wu L., Long J., Abu-full Z., Aittomaki K., Andrulis I.L., Anton-Culver H., Antoniou A.C., Arason A., Arndt V., Aronson K.J., Arun B.K., Asseryanis E., Auer P.L., Azzollini J., Balmana J., Barkardottir R.B., Barnes D.R., Barrowdale D., Beckmann M.W., Behrens S., Benitez J., Bermisheva M., Bialkowska K., Blanco A., Blomqvist C., Boeckx B., Bogdanova N.V., Bojesen S.E., Bolla M.K., Bonanni B., Borg A., Brauch H., Brenner H., Briceno I., Broeks A., Bruning T., Burwinkel B., Cai Q., Caldes T., Caligo M.A., Campbell I., Canisius S., Campa D., Carter B.D., Carter J., Castelao J.E., Chang-Claude J., Chanock S.J., Christiansen H., Chung W.K., Claes K.B.M., Clarke C.L., Couch F.J., Cox A., Cross S.S., Cybulski C., Czene K., Daly M.B., de la Hoya M., De Leeneer K., Dennis J., Devilee P., Diez O., Domchek S.M., Dork T., dos-Santos-Silva I., Dunning A.M., Dwek M., Eccles D.M., Ejlertsen B., Ellberg C., Engel C., Fasching P.A., Fletcher O., Flyger H., Fostira F., Friedman E., Fritschi L., Frost D., Gabrielson M., Ganz P.A., Gapstur S.M., Garber J., Garcia-Closas M., Garcia-Saenz J.A., Gaudet M.M., Giles G.G., Glendon G., Godwin A.K., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Greene M.H., Gronwald J., Guenel P., Haiman C.A., Hall P., Hamann U., Hake C., He W., Heyworth J., Hogervorst F.B.L., Hollestelle A., Hooning M.J., Hoover R.N., Hopper J.L., Huang G., Hulick P.J., Humphreys K., Imyanitov E.N., Isaacs C., Jakimovska M., Jakubowska A., James P., Janavicius R., Jankowitz R.C., John E.M., Johnson N., Joseph V., Jung A., Karlan B.Y., Khusnutdinova E., Kiiski J.I., Konstantopoulou I., Kristensen V.N., Laitman Y., Lambrechts D., Lazaro C., Leroux D., Leslie G., Lester J., Lesueur F., Lindor N., Lindstrom S., Lo W.-Y., Loud J.T., Lubinski J., Makalic E., Mannermaa A., Manoochehri M., Manoukian S., Margolin S., Martens J.W.M., Martinez M.E., Matricardi L., Maurer T., Mavroudis D., McGuffog L., Meindl A., Menon U., Michailidou K., Kapoor P.M., Miller A., Montagna M., Moreno F., Moserle L., Mulligan A.M., Muranen T.A., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Nevelsteen I., Nielsen F.C., Nikitina-Zake L., Offit K., Olah E., Olopade O.I., Olsson H., Osorio A., Papp J., Park-Simon T.-W., Parsons M.T., Pedersen I.S., Peixoto A., Eriksson M., Peterlongo P., Peto J., Pharoah P.D.P., Phillips K.-A., Plaseska-Karanfilska D., Poppe B., Pradhan N., Prajzendanc K., Presneau N., Punie K., Pylkas K., Radice P., Rantala J., Rashid M.U., Rennert G., Risch H.A., Robson M., Romero A., Saloustros E., Sandler D.P., Santos C., Sawyer E.J., Schmidt M.K., Schmidt D.F., Schmutzler R.K., Schoemaker M.J., Scott R.J., Sharma P., Shu X.-O., Simard J., Singer C.F., Skytte A.-B., Soucy P., Southey M.C., Spinelli J.J., Spurdle A.B., Stone J., Swerdlow A.J., Tapper W.J., Taylor J.A., Teixeira M.R., Terry M.B., Teule A., Thomassen M., Thone K., Thull D.L., Tischkowitz M., Toland A.E., Tollenaar R.A.E.M., Torres D., Truong T., Tung N., Vachon C.M., van Asperen C.J., van den Ouweland A.M.W., van Rensburg E.J., Vega A., Viel A., Vieiro-Balo P., Wang Q., Wappenschmidt B., Weinberg C.R., Weitzel J.N., Wendt C., Winqvist R., Yang X.R., Yannoukakos D., Ziogas A., Milne R.L., Easton D.F., Chenevix-Trench G., Zheng W., Kraft P., Jiang X., Feng H., Gusev A., Pasaniuc B., Wu L., Long J., Abu-full Z., Aittomaki K., Andrulis I.L., Anton-Culver H., Antoniou A.C., Arason A., Arndt V., Aronson K.J., Arun B.K., Asseryanis E., Auer P.L., Azzollini J., Balmana J., Barkardottir R.B., Barnes D.R., Barrowdale D., Beckmann M.W., Behrens S., Benitez J., Bermisheva M., Bialkowska K., Blanco A., Blomqvist C., Boeckx B., Bogdanova N.V., Bojesen S.E., Bolla M.K., Bonanni B., Borg A., Brauch H., Brenner H., Briceno I., Broeks A., Bruning T., Burwinkel B., Cai Q., Caldes T., Caligo M.A., Campbell I., Canisius S., Campa D., Carter B.D., Carter J., Castelao J.E., Chang-Claude J., Chanock S.J., Christiansen H., Chung W.K., Claes K.B.M., Clarke C.L., Couch F.J., Cox A., Cross S.S., Cybulski C., Czene K., Daly M.B., de la Hoya M., De Leeneer K., Dennis J., Devilee P., Diez O., Domchek S.M., Dork T., dos-Santos-Silva I., Dunning A.M., Dwek M., Eccles D.M., Ejlertsen B., Ellberg C., Engel C., Fasching P.A., Fletcher O., Flyger H., Fostira F., Friedman E., Fritschi L., Frost D., Gabrielson M., Ganz P.A., Gapstur S.M., Garber J., Garcia-Closas M., Garcia-Saenz J.A., Gaudet M.M., Giles G.G., Glendon G., Godwin A.K., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Greene M.H., Gronwald J., Guenel P., Haiman C.A., Hall P., Hamann U., Hake C., He W., Heyworth J., Hogervorst F.B.L., Hollestelle A., Hooning M.J., Hoover R.N., Hopper J.L., Huang G., Hulick P.J., Humphreys K., Imyanitov E.N., Isaacs C., Jakimovska M., Jakubowska A., James P., Janavicius R., Jankowitz R.C., John E.M., Johnson N., Joseph V., Jung A., Karlan B.Y., Khusnutdinova E., Kiiski J.I., Konstantopoulou I., Kristensen V.N., Laitman Y., Lambrechts D., Lazaro C., Leroux D., Leslie G., Lester J., Lesueur F., Lindor N., Lindstrom S., Lo W.-Y., Loud J.T., Lubinski J., Makalic E., Mannermaa A., Manoochehri M., Manoukian S., Margolin S., Martens J.W.M., Martinez M.E., Matricardi L., Maurer T., Mavroudis D., McGuffog L., Meindl A., Menon U., Michailidou K., Kapoor P.M., Miller A., Montagna M., Moreno F., Moserle L., Mulligan A.M., Muranen T.A., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Nevelsteen I., Nielsen F.C., Nikitina-Zake L., Offit K., Olah E., Olopade O.I., Olsson H., Osorio A., Papp J., Park-Simon T.-W., Parsons M.T., Pedersen I.S., and Peixoto A.
Abstract: Previous transcriptome-wide association studies (TWAS) have identified breast cancer risk genes by integrating data from expression quantitative loci and genome-wide association studies (GWAS), but analyses of breast cancer subtype-specific associations have been limited. In this study, we conducted a TWAS using gene expression data from GTEx and summary statistics from the hitherto largest GWAS meta-analysis conducted for breast cancer overall, and by estrogen receptor subtypes (ER+ and ER-). We further compared associations with ER+ and ER- subtypes, using a case-only TWAS approach. We also conducted multigene conditional analyses in regions with multiple TWAS associations. Two genes, STXBP4 and HIST2H2BA, were specifically associated with ER+ but not with ER- breast cancer. We further identified 30 TWAS-significant genes associated with overall breast cancer risk, including four that were not identified in previous studies. Conditional analyses identified single independent breast-cancer gene in three of six regions harboring multiple TWAS-significant genes. Our study provides new information on breast cancer genetics and biology, particularly about genomic differences between ER+ and ER- breast cancer.Copyright © 2020 The Authors. Genetic Epidemiology published by Wiley Periodicals, Inc.
Published: 2020

26. Transcriptome-wide association study of breast cancer risk by estrogen-receptor status

Author: Feng, H. (Helian), Gusev, A. (Alexander), Pasaniuc, B. (Bogdan), Wu, L. (Lang), Long, J. (Jirong), Abu-full, Z. (Zomoroda), Aittomäki, K. (Kristiina), Andrulis, I.L. (Irene L.), Anton-Culver, H. (Hoda), Antoniou, A.C. (Antonis C.), Arason, A. (Adalgeir), Arndt, V. (Volker), Aronson, K.J. (Kristan J.), Arun, B.K. (Banu), Asseryanis, E. (Ella), Auer, P.L. (Paul L.), Azzollini, J., Balmaña, J. (Judith), Barkardottir, R.B. (Rosa B.), Barnes, D. (Daniel), Barrowdale, D. (Daniel), Beckmann, M.W. (Matthias), Behrens, T.W. (Timothy), Benítez, J. (Javier), Bermisheva, M. (Marina), Białkowska, K. (Katarzyna), Blanco, A. (Ana), Blomqvist, C. (Carl), Boeckx, B. (Bram), Bogdanova, N.V. (Natalia V.), Bojesen, S.E. (Stig), Bolla, M.K. (Manjeet K.), Bonnani, B. (Bernardo), Borg, Å. (Åke), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Briceno, I. (Ignacio), Broeks, A. (Annegien), Brüning, T. (Thomas), Burwinkel, B. (Barbara), Cai, Q. (Qiuyin), Caldes, T. (Trinidad), Caligo, M.A. (Maria A.), Campbell, I. (Ian), Canisius, S. (Sander), Campa, D. (Daniele), Carter, B.D. (Brian D.), Carter, J. (Jonathan), Castelao, J.E. (Jose ), Chang-Claude, J. (Jenny), Chanock, S.J. (Stephen), Christiansen, H. (Hans), Chung, W. (Wendy), Claes, K.B.M. (Kathleen B. M.), Clarke, C. (Christine), Couch, F.J. (Fergus), Cox, A. (Angela), Cross, S.S. (Simon S.), Cybulski, C. (Cezary), Czene, K. (Kamila), Daly, M.B. (Mary), de la Hoya, M. (Miguel), De Leeneer, K. (Kim), Dennis, J. (Joe), Devilee, P. (Peter), Diez, O. (Orland), Domchek, S.M. (Susan), Dörk, T. (Thilo), Santos Silva, I. (Isabel) dos, Dunning, A.M. (Alison M.), Dwek, M. (Miriam), Eccles, D.M. (Diana M.), Ejlertsen, B. (Bent), Ellberg, C. (Carolina), Engel, C. (Christoph), Eriksson, M. (Mikael), Fasching, P.A. (Peter), Fletcher, O. (Olivia), Flyger, H. (Henrik), Fostira, F. (Florentia), Friedman, E. (Eitan), Fritschi, L. (Lin), Frost, D. (Debra), Gabrielson, M. (Marike), Ganz, P.A. (Patricia A.), Gapstur, S.M. (Susan M.), Garber, J. (Judy), García-Closas, M. (Montserrat), García-Sáenz, J.A. (José A.), Gaudet, M.M. (Mia M.), Giles, G.G. (Graham G.), Glendon, G. (Gord), Godwin, A.K. (Andrew), Goldberg, M.S. (Mark), Radice, P. (Paolo), González-Neira, A. (Anna), Greene, M.H. (Mark H.), Gronwald, J. (Jacek), Guénel, P. (Pascal), Haiman, C.A. (Christopher), Hall, P. (Per), Hamann, U. (Ute), Hake, C. (Christopher), He, W. (Wei), Heyworth, J. (Jane), Hogervorst, F.B.L. (Frans B.L.), Hollestelle, A. (Antoinette), Hooning, M.J. (Maartje J.), Hoover, R.N. (Robert), Hopper, J.L. (John), Huang, G. (Guanmengqian), Hulick, P.J. (Peter J.), Humphreys, K. (Keith), Imyanitov, E.N. (Evgeny), Isaacs, C. (Claudine), Jakimovska, M. (Milena), Jakubowska, A. (Anna), James, M. (Margaret), Janavicius, R. (Ramunas), Jankowitz, R.C. (Rachel C.), John, E.M. (Esther), Johnson, N. (Nichola), Joseph, V. (Vijai), Jung, A. (Audrey), Karlan, B.Y. (Beth), Khusnutdinova, E.K. (Elza), Kiiski, J.I. (Johanna I.), Konstantopoulou, I. (Irene), Kristensen, V. (Vessela), Laitman, Y. (Yael), Lambrechts, D. (Diether), Lázaro, C. (Conxi), Leroux, D. (Dominique), Leslie, G. (Goska), Lester, J. (Jenny), Lesueur, F. (Fabienne), Lindor, N.M. (Noralane), Lindström, S. (Sara), Lo, W.-Y. (Wing-Yee), Loud, J.T. (Jennifer T.), Lubinski, J. (Jan), Makalic, E. (Enes), Mannermaa, A. (Arto), Manoochehri, M. (Mehdi), Manoukian, S. (Siranoush), Margolin, S. (Sara), Martens, J.W.M. (John), Martinez, M.E. (Maria E.), Matricardi, L. (Laura), Maurer, T. (Tabea), Mavroudis, D. (Dimitris), McGuffog, L. (Lesley), Meindl, A. (Alfons), Menon, U. (Usha), Michailidou, K. (Kyriaki), Kapoor, P.M. (Pooja M.), Miller, A. (Austin), Montagna, M. (Marco), Moreno, F. (Fernando), Moserle, L. (Lidia), Mulligan, A.-M. (Anna-Marie), Muranen, T.A. (Taru A.), Nathanson, K.L. (Katherine), Floris, O.A.M., Nevanlinna, H. (Heli), Nevelsteen, I. (Ines), Nielsen, F. (Finn), Nikitina-Zake, L. (Liene), Offit, K. (Kenneth), Olah, E., Olopade, O.I. (Olofunmilayo), Olsson, H. (Håkan), Osorio, A. (Ana), Papp, J. (Janos), Park-Simon, T.-W. (Tjoung-Won), Parsons, M. (Marilyn), Pedersen, I.S. (Inge S.), Peixoto, A. (Ana), Peterlongo, P. (Paolo), Peto, J. (Julian), Pharoah, P.D.P. (Paul), Phillips, K.-A. (Kelly-Anne), Plaseska-Karanfilska, D. (Dijana), Poppe, B. (Bruce), Pradhan, N. (Nisha), Prajzendanc, K. (Karolina), Presneau, N. (Nadege), Punie, K. (Kevin), Pylkäs, K. (Katri), Rantala, J. (Johanna), Rashid, M.U. (Muhammad), Rennert, G. (Gad), Risch, H.A. (Harvey A.), Robson, M. (Mark), Romero, A. (Atocha), Saloustros, E. (Emmanouil), Sandler, D.P. (Dale P.), Santos, C. (Catarina), Sawyer, E.J. (Elinor), Schmidt, M.K. (Marjanka), Schmidt, D.F. (Daniel), Schmutzler, R.K. (Rita), Schoemaker, M.J. (Minouk J.), Scott, R.J. (Rodney), Sharma, P. (Priyanka), Shu, X.-O. (Xiao-Ou), Simard, J. (Jacques), Singer, C.F. (Christian), Skytte, A.-B. (Anne-Bine), Soucy, P. (Penny), Southey, M.C. (Melissa), Spinelli, J.J. (John J.), Spurdle, A.B. (Amanda), Stone, J. (Jennifer), Swerdlow, A.J. (Anthony ), Tapper, W.J. (William J.), Taylor, J.A. (Jack A.), Teixeira, P.J., Terry, M.B. (Mary Beth), Teulé, A. (Alex), Thomassen, M. (Mads), Thöne, K. (Kathrin), Thull, D.L. (Darcy L.), Tischkowitz, M. (Marc), Toland, A.E. (Amanda), Tollenaar, R.A.E.M. (Rob), Torres, D. (Diana), Truong, T. (Thérèse), Tung, N. (Nadine), Vachon, C. (Celine), van Asperen, C.J. (Christi J.), Ouweland, A.M.W. (Ans) van den, Rensburg, E.J. (Elizabeth) van, Vega, A. (Ana), Viel, A. (Alessandra), Vieiro-Balo, P. (Paula), Wang, Q. (Qin), Wappenschmidt, B. (Barbara), Weinberg, C.R. (Clarice R.), Weitzel, J.N. (Jeffrey), Wendt, C. (Camilla), Winqvist, R. (Robert), Yang, X.R. (Xiaohong R.), Yannoukakos, D. (Drakoulis), Ziogas, A. (Argyrios), Milne, R.L. (Roger), Adamo, P. (Pio) d', Chenevix-Trench, G. (Georgia), Zheng, W. (Wei), Kraft, P. (Peter), Jiang, X. (Xia), Feng, H. (Helian), Gusev, A. (Alexander), Pasaniuc, B. (Bogdan), Wu, L. (Lang), Long, J. (Jirong), Abu-full, Z. (Zomoroda), Aittomäki, K. (Kristiina), Andrulis, I.L. (Irene L.), Anton-Culver, H. (Hoda), Antoniou, A.C. (Antonis C.), Arason, A. (Adalgeir), Arndt, V. (Volker), Aronson, K.J. (Kristan J.), Arun, B.K. (Banu), Asseryanis, E. (Ella), Auer, P.L. (Paul L.), Azzollini, J., Balmaña, J. (Judith), Barkardottir, R.B. (Rosa B.), Barnes, D. (Daniel), Barrowdale, D. (Daniel), Beckmann, M.W. (Matthias), Behrens, T.W. (Timothy), Benítez, J. (Javier), Bermisheva, M. (Marina), Białkowska, K. (Katarzyna), Blanco, A. (Ana), Blomqvist, C. (Carl), Boeckx, B. (Bram), Bogdanova, N.V. (Natalia V.), Bojesen, S.E. (Stig), Bolla, M.K. (Manjeet K.), Bonnani, B. (Bernardo), Borg, Å. (Åke), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Briceno, I. (Ignacio), Broeks, A. (Annegien), Brüning, T. (Thomas), Burwinkel, B. (Barbara), Cai, Q. (Qiuyin), Caldes, T. (Trinidad), Caligo, M.A. (Maria A.), Campbell, I. (Ian), Canisius, S. (Sander), Campa, D. (Daniele), Carter, B.D. (Brian D.), Carter, J. (Jonathan), Castelao, J.E. (Jose ), Chang-Claude, J. (Jenny), Chanock, S.J. (Stephen), Christiansen, H. (Hans), Chung, W. (Wendy), Claes, K.B.M. (Kathleen B. M.), Clarke, C. (Christine), Couch, F.J. (Fergus), Cox, A. (Angela), Cross, S.S. (Simon S.), Cybulski, C. (Cezary), Czene, K. (Kamila), Daly, M.B. (Mary), de la Hoya, M. (Miguel), De Leeneer, K. (Kim), Dennis, J. (Joe), Devilee, P. (Peter), Diez, O. (Orland), Domchek, S.M. (Susan), Dörk, T. (Thilo), Santos Silva, I. (Isabel) dos, Dunning, A.M. (Alison M.), Dwek, M. (Miriam), Eccles, D.M. (Diana M.), Ejlertsen, B. (Bent), Ellberg, C. (Carolina), Engel, C. (Christoph), Eriksson, M. (Mikael), Fasching, P.A. (Peter), Fletcher, O. (Olivia), Flyger, H. (Henrik), Fostira, F. (Florentia), Friedman, E. (Eitan), Fritschi, L. (Lin), Frost, D. (Debra), Gabrielson, M. (Marike), Ganz, P.A. (Patricia A.), Gapstur, S.M. (Susan M.), Garber, J. (Judy), García-Closas, M. (Montserrat), García-Sáenz, J.A. (José A.), Gaudet, M.M. (Mia M.), Giles, G.G. (Graham G.), Glendon, G. (Gord), Godwin, A.K. (Andrew), Goldberg, M.S. (Mark), Radice, P. (Paolo), González-Neira, A. (Anna), Greene, M.H. (Mark H.), Gronwald, J. (Jacek), Guénel, P. (Pascal), Haiman, C.A. (Christopher), Hall, P. (Per), Hamann, U. (Ute), Hake, C. (Christopher), He, W. (Wei), Heyworth, J. (Jane), Hogervorst, F.B.L. (Frans B.L.), Hollestelle, A. (Antoinette), Hooning, M.J. (Maartje J.), Hoover, R.N. (Robert), Hopper, J.L. (John), Huang, G. (Guanmengqian), Hulick, P.J. (Peter J.), Humphreys, K. (Keith), Imyanitov, E.N. (Evgeny), Isaacs, C. (Claudine), Jakimovska, M. (Milena), Jakubowska, A. (Anna), James, M. (Margaret), Janavicius, R. (Ramunas), Jankowitz, R.C. (Rachel C.), John, E.M. (Esther), Johnson, N. (Nichola), Joseph, V. (Vijai), Jung, A. (Audrey), Karlan, B.Y. (Beth), Khusnutdinova, E.K. (Elza), Kiiski, J.I. (Johanna I.), Konstantopoulou, I. (Irene), Kristensen, V. (Vessela), Laitman, Y. (Yael), Lambrechts, D. (Diether), Lázaro, C. (Conxi), Leroux, D. (Dominique), Leslie, G. (Goska), Lester, J. (Jenny), Lesueur, F. (Fabienne), Lindor, N.M. (Noralane), Lindström, S. (Sara), Lo, W.-Y. (Wing-Yee), Loud, J.T. (Jennifer T.), Lubinski, J. (Jan), Makalic, E. (Enes), Mannermaa, A. (Arto), Manoochehri, M. (Mehdi), Manoukian, S. (Siranoush), Margolin, S. (Sara), Martens, J.W.M. (John), Martinez, M.E. (Maria E.), Matricardi, L. (Laura), Maurer, T. (Tabea), Mavroudis, D. (Dimitris), McGuffog, L. (Lesley), Meindl, A. (Alfons), Menon, U. (Usha), Michailidou, K. (Kyriaki), Kapoor, P.M. (Pooja M.), Miller, A. (Austin), Montagna, M. (Marco), Moreno, F. (Fernando), Moserle, L. (Lidia), Mulligan, A.-M. (Anna-Marie), Muranen, T.A. (Taru A.), Nathanson, K.L. (Katherine), Floris, O.A.M., Nevanlinna, H. (Heli), Nevelsteen, I. (Ines), Nielsen, F. (Finn), Nikitina-Zake, L. (Liene), Offit, K. (Kenneth), Olah, E., Olopade, O.I. (Olofunmilayo), Olsson, H. (Håkan), Osorio, A. (Ana), Papp, J. (Janos), Park-Simon, T.-W. (Tjoung-Won), Parsons, M. (Marilyn), Pedersen, I.S. (Inge S.), Peixoto, A. (Ana), Peterlongo, P. (Paolo), Peto, J. (Julian), Pharoah, P.D.P. (Paul), Phillips, K.-A. (Kelly-Anne), Plaseska-Karanfilska, D. (Dijana), Poppe, B. (Bruce), Pradhan, N. (Nisha), Prajzendanc, K. (Karolina), Presneau, N. (Nadege), Punie, K. (Kevin), Pylkäs, K. (Katri), Rantala, J. (Johanna), Rashid, M.U. (Muhammad), Rennert, G. (Gad), Risch, H.A. (Harvey A.), Robson, M. (Mark), Romero, A. (Atocha), Saloustros, E. (Emmanouil), Sandler, D.P. (Dale P.), Santos, C. (Catarina), Sawyer, E.J. (Elinor), Schmidt, M.K. (Marjanka), Schmidt, D.F. (Daniel), Schmutzler, R.K. (Rita), Schoemaker, M.J. (Minouk J.), Scott, R.J. (Rodney), Sharma, P. (Priyanka), Shu, X.-O. (Xiao-Ou), Simard, J. (Jacques), Singer, C.F. (Christian), Skytte, A.-B. (Anne-Bine), Soucy, P. (Penny), Southey, M.C. (Melissa), Spinelli, J.J. (John J.), Spurdle, A.B. (Amanda), Stone, J. (Jennifer), Swerdlow, A.J. (Anthony ), Tapper, W.J. (William J.), Taylor, J.A. (Jack A.), Teixeira, P.J., Terry, M.B. (Mary Beth), Teulé, A. (Alex), Thomassen, M. (Mads), Thöne, K. (Kathrin), Thull, D.L. (Darcy L.), Tischkowitz, M. (Marc), Toland, A.E. (Amanda), Tollenaar, R.A.E.M. (Rob), Torres, D. (Diana), Truong, T. (Thérèse), Tung, N. (Nadine), Vachon, C. (Celine), van Asperen, C.J. (Christi J.), Ouweland, A.M.W. (Ans) van den, Rensburg, E.J. (Elizabeth) van, Vega, A. (Ana), Viel, A. (Alessandra), Vieiro-Balo, P. (Paula), Wang, Q. (Qin), Wappenschmidt, B. (Barbara), Weinberg, C.R. (Clarice R.), Weitzel, J.N. (Jeffrey), Wendt, C. (Camilla), Winqvist, R. (Robert), Yang, X.R. (Xiaohong R.), Yannoukakos, D. (Drakoulis), Ziogas, A. (Argyrios), Milne, R.L. (Roger), Adamo, P. (Pio) d', Chenevix-Trench, G. (Georgia), Zheng, W. (Wei), Kraft, P. (Peter), and Jiang, X. (Xia)
Abstract: Previous transcriptome-wide association studies (TWAS) have identified breast cancer risk genes by integrating data from expression quantitative loci and genome-wide association studies (GWAS), but analyses of breast cancer subtype-specific associations have been limited. In this study, we conducted a TWAS using gene expression data from GTEx and summary statistics from the hitherto largest GWAS meta-analysis conducted for breast cancer overall, and by estrogen receptor subtypes (ER+ and ER−). We further compared associations with ER+ and ER− subtypes, using a case-only TWAS approach. We also conducted multigene conditional analyses in regions with multiple TWAS associations. Two genes, STXBP4 and HIST2H2BA, were specifically associated with ER+ but not with ER– breast cancer. We further identified 30 TWAS-significant genes associated with overall breast cancer risk, including four that were not identified in previous studies. Conditional analyses identified single independent breast-cancer gene in three of six regions harboring multiple TWAS-significant genes. Our study provides new information on breast cancer genetics and biology, particularly about genomic differences between ER+ and ER− breast cancer.
Published: 2020
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27. Transcriptome-wide association study of breast cancer risk by estrogen-receptor status

Author: Feng, H, Gusev, A, Pasaniuc, B, Wu, L, Long, J, Abu-full, Z, Aittomaki, K, Andrulis, IL, Anton-Culver, H, Antoniou, AC, Arason, A, Arndt, V, Aronson, KJ, Arun, BK, Asseryanis, E, Auer, PL, Azzollini, J, Balmana, J, Barkardottir, RB, Barnes, DR, Barrowdale, D, Beckmann, MW, Behrens, S, Benitez, J, Bermisheva, M, Bialkowska, K, Blanco, A, Blomqvist, C, Boeckx, B, Bogdanova, NV, Bojesen, SE, Bolla, MK, Bonanni, B, Borg, A, Brauch, H, Brenner, H, Briceno, I, Broeks, A, Bruening, T, Burwinkel, B, Cai, Q, Caldes, T, Caligo, MA, Campbell, I, Canisius, S, Campa, D, Carter, BD, Carter, J, Castelao, JE, Chang-Claude, J, Chanock, SJ, Christiansen, H, Chung, WK, Claes, KBM, Clarke, CL, Couch, FJ, Cox, A, Cross, SS, Cybulski, C, Czene, K, Daly, MB, de la Hoya, M, De Leeneer, K, Dennis, J, Devilee, P, Diez, O, Domchek, SM, Doerk, T, dos-Santos-Silva, I, Dunning, AM, Dwek, M, Eccles, DM, Ejlertsen, B, Ellberg, C, Engel, C, Eriksson, M, Fasching, PA, Fletcher, O, Flyger, H, Fostira, F, Friedman, E, Fritschi, L, Frost, D, Gabrielson, M, Ganz, PA, Gapstur, SM, Garber, J, Garcia-Closas, M, Garcia-Saenz, JA, Gaudet, MM, Giles, GG, Glendon, G, Godwin, AK, Goldberg, MS, Goldgar, DE, Gonzalez-Neira, A, Greene, MH, Gronwald, J, Guenel, P, Haiman, CA, Hall, P, Hamann, U, Hake, C, He, W, Heyworth, J, Hogervorst, FBL, Hollestelle, A, Hooning, MJ, Hoover, RN, Hopper, JL, Huang, G, Hulick, PJ, Humphreys, K, Imyanitov, EN, Isaacs, C, Jakimovska, M, Jakubowska, A, James, P, Janavicius, R, Jankowitz, RC, John, EM, Johnson, N, Joseph, V, Jung, A, Karlan, BY, Khusnutdinova, E, Kiiski, J, Konstantopoulou, I, Kristensen, VN, Laitman, Y, Lambrechts, D, Lazaro, C, Leroux, D, Leslie, G, Lester, J, Lesueur, F, Lindor, N, Lindstrom, S, Lo, W-Y, Loud, JT, Lubinski, J, Makalic, E, Mannermaa, A, Manoochehri, M, Manoukian, S, Margolin, S, Martens, JWM, Martinez, ME, Matricardi, L, Maurer, T, Mavroudis, D, McGuffog, L, Meindl, A, Menon, U, Michailidou, K, Kapoor, PM, Miller, A, Montagna, M, Moreno, F, Moserle, L, Mulligan, AM, Muranen, TA, Nathanson, KL, Neuhausen, SL, Nevanlinna, H, Nevelsteen, I, Nielsen, FC, Nikitina-Zake, L, Offit, K, Olah, E, Olopade, O, Olsson, H, Osorio, A, Papp, J, Park-Simon, T-W, Parsons, MT, Pedersen, IS, Peixoto, A, Peterlongo, P, Peto, J, Pharoah, PDP, Phillips, K-A, Plaseska-Karanfilska, D, Poppe, B, Pradhan, N, Prajzendanc, K, Presneau, N, Punie, K, Pylkas, K, Radice, P, Rantala, J, Rashid, MU, Rennert, G, Risch, HA, Robson, M, Romero, A, Saloustros, E, Sandler, DP, Santos, C, Sawyer, EJ, Schmidt, MK, Schmidt, DF, Schmutzler, RK, Schoemaker, MJ, Scott, RJ, Sharma, P, Shu, X-O, Simard, J, Singer, CF, Skytte, A-B, Soucy, P, Southey, MC, Spinelli, JJ, Spurdle, AB, Stone, J, Swerdlow, AJ, Tapper, WJ, Taylor, JA, Teixeira, MR, Terry, MB, Teule, A, Thomassen, M, Thoene, K, Thull, DL, Tischkowitz, M, Toland, AE, Tollenaar, RAEM, Torres, D, Truong, T, Tung, N, Vachon, CM, van Asperen, CJ, van den Ouweland, AMW, van Rensburg, EJ, Vega, A, Viel, A, Vieiro-Balo, P, Wang, Q, Wappenschmidt, B, Weinberg, CR, Weitzel, J, Wendt, C, Winqvist, R, Yang, XR, Yannoukakos, D, Ziogas, A, Milne, RL, Easton, DF, Chenevix-Trench, G, Zheng, W, Kraft, P, Jiang, X, Feng, H, Gusev, A, Pasaniuc, B, Wu, L, Long, J, Abu-full, Z, Aittomaki, K, Andrulis, IL, Anton-Culver, H, Antoniou, AC, Arason, A, Arndt, V, Aronson, KJ, Arun, BK, Asseryanis, E, Auer, PL, Azzollini, J, Balmana, J, Barkardottir, RB, Barnes, DR, Barrowdale, D, Beckmann, MW, Behrens, S, Benitez, J, Bermisheva, M, Bialkowska, K, Blanco, A, Blomqvist, C, Boeckx, B, Bogdanova, NV, Bojesen, SE, Bolla, MK, Bonanni, B, Borg, A, Brauch, H, Brenner, H, Briceno, I, Broeks, A, Bruening, T, Burwinkel, B, Cai, Q, Caldes, T, Caligo, MA, Campbell, I, Canisius, S, Campa, D, Carter, BD, Carter, J, Castelao, JE, Chang-Claude, J, Chanock, SJ, Christiansen, H, Chung, WK, Claes, KBM, Clarke, CL, Couch, FJ, Cox, A, Cross, SS, Cybulski, C, Czene, K, Daly, MB, de la Hoya, M, De Leeneer, K, Dennis, J, Devilee, P, Diez, O, Domchek, SM, Doerk, T, dos-Santos-Silva, I, Dunning, AM, Dwek, M, Eccles, DM, Ejlertsen, B, Ellberg, C, Engel, C, Eriksson, M, Fasching, PA, Fletcher, O, Flyger, H, Fostira, F, Friedman, E, Fritschi, L, Frost, D, Gabrielson, M, Ganz, PA, Gapstur, SM, Garber, J, Garcia-Closas, M, Garcia-Saenz, JA, Gaudet, MM, Giles, GG, Glendon, G, Godwin, AK, Goldberg, MS, Goldgar, DE, Gonzalez-Neira, A, Greene, MH, Gronwald, J, Guenel, P, Haiman, CA, Hall, P, Hamann, U, Hake, C, He, W, Heyworth, J, Hogervorst, FBL, Hollestelle, A, Hooning, MJ, Hoover, RN, Hopper, JL, Huang, G, Hulick, PJ, Humphreys, K, Imyanitov, EN, Isaacs, C, Jakimovska, M, Jakubowska, A, James, P, Janavicius, R, Jankowitz, RC, John, EM, Johnson, N, Joseph, V, Jung, A, Karlan, BY, Khusnutdinova, E, Kiiski, J, Konstantopoulou, I, Kristensen, VN, Laitman, Y, Lambrechts, D, Lazaro, C, Leroux, D, Leslie, G, Lester, J, Lesueur, F, Lindor, N, Lindstrom, S, Lo, W-Y, Loud, JT, Lubinski, J, Makalic, E, Mannermaa, A, Manoochehri, M, Manoukian, S, Margolin, S, Martens, JWM, Martinez, ME, Matricardi, L, Maurer, T, Mavroudis, D, McGuffog, L, Meindl, A, Menon, U, Michailidou, K, Kapoor, PM, Miller, A, Montagna, M, Moreno, F, Moserle, L, Mulligan, AM, Muranen, TA, Nathanson, KL, Neuhausen, SL, Nevanlinna, H, Nevelsteen, I, Nielsen, FC, Nikitina-Zake, L, Offit, K, Olah, E, Olopade, O, Olsson, H, Osorio, A, Papp, J, Park-Simon, T-W, Parsons, MT, Pedersen, IS, Peixoto, A, Peterlongo, P, Peto, J, Pharoah, PDP, Phillips, K-A, Plaseska-Karanfilska, D, Poppe, B, Pradhan, N, Prajzendanc, K, Presneau, N, Punie, K, Pylkas, K, Radice, P, Rantala, J, Rashid, MU, Rennert, G, Risch, HA, Robson, M, Romero, A, Saloustros, E, Sandler, DP, Santos, C, Sawyer, EJ, Schmidt, MK, Schmidt, DF, Schmutzler, RK, Schoemaker, MJ, Scott, RJ, Sharma, P, Shu, X-O, Simard, J, Singer, CF, Skytte, A-B, Soucy, P, Southey, MC, Spinelli, JJ, Spurdle, AB, Stone, J, Swerdlow, AJ, Tapper, WJ, Taylor, JA, Teixeira, MR, Terry, MB, Teule, A, Thomassen, M, Thoene, K, Thull, DL, Tischkowitz, M, Toland, AE, Tollenaar, RAEM, Torres, D, Truong, T, Tung, N, Vachon, CM, van Asperen, CJ, van den Ouweland, AMW, van Rensburg, EJ, Vega, A, Viel, A, Vieiro-Balo, P, Wang, Q, Wappenschmidt, B, Weinberg, CR, Weitzel, J, Wendt, C, Winqvist, R, Yang, XR, Yannoukakos, D, Ziogas, A, Milne, RL, Easton, DF, Chenevix-Trench, G, Zheng, W, Kraft, P, and Jiang, X
Abstract: Previous transcriptome-wide association studies (TWAS) have identified breast cancer risk genes by integrating data from expression quantitative loci and genome-wide association studies (GWAS), but analyses of breast cancer subtype-specific associations have been limited. In this study, we conducted a TWAS using gene expression data from GTEx and summary statistics from the hitherto largest GWAS meta-analysis conducted for breast cancer overall, and by estrogen receptor subtypes (ER+ and ER-). We further compared associations with ER+ and ER- subtypes, using a case-only TWAS approach. We also conducted multigene conditional analyses in regions with multiple TWAS associations. Two genes, STXBP4 and HIST2H2BA, were specifically associated with ER+ but not with ER- breast cancer. We further identified 30 TWAS-significant genes associated with overall breast cancer risk, including four that were not identified in previous studies. Conditional analyses identified single independent breast-cancer gene in three of six regions harboring multiple TWAS-significant genes. Our study provides new information on breast cancer genetics and biology, particularly about genomic differences between ER+ and ER- breast cancer.
Published: 2020

28. Determinants of mammographic density change

Author: Azam, S., primary, Sjolander, A., additional, Eriksson, M., additional, Gabrielson, M., additional, Czene, K., additional, and Hall, P., additional
Published: 2020
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29. Two truncating variants in FANCC and breast cancer risk

Author: Dork, T., Peterlongo, P., Mannermaa, A., Bolla, M.K., Wang, Q., Dennis, J., Ahearn, T., Andrulis, I.L., Anton-Culver, H., Arndt, V., Aronson, K.J., Augustinsson, A., Freeman, L.E.B., Beckmann, M.W., Beeghly-Fadiel, A., Behrens, S., Bermisheva, M., Blomqvist, C., Bogdanova, N., Bojesen, S.E., Brauch, H., Brenner, H., Burwinkel, B., Canzian, F., Chan, T.L., Chang-Claude, J., Chanock, S.J., Choi, J.Y., Christiansen, H., Clarke, C.L., Couch, F.J., Czene, K., Daly, M.B., dos-Santos-Silva, I., Dwek, M., Eccles, D.M., Ekici, A.B., Eriksson, M., Evans, D.G., Fasching, P.A., Figueroa, J., Flyger, H., Fritschisl, L., Gabrielson, M., Gago-Dominguez, M., Gao, C., Gapstur, S.M., Garcia-Closas, M., Garcia-Saenz, J.A., Gaudet, M.M., Giles, G.G., Goldberg, M.S., Goldgar, D.E., Guenel, P., Haeberle, L., Haiman, C.A., Hakansson, N., Hall, P., Hamann, U., Hartman, M., Hauke, J., Hein, A., Hillemanns, P., Hogervorst, F.B.L., Hooning, M.J., Hopper, J.L., Howell, T., Huo, D.Z., Ito, H., Iwasaki, M., Jakubowska, A., Janni, W., John, E.M., Jung, A., Kaaks, R., Kang, D., Kapoor, P.M., Khusnutdinova, E., Kim, S.W., Kitahara, C.M., Koutros, S., Kraft, P., Kristensen, V.N., Kwon, A., Lambrechts, D., Marchand, L. le, Li, J.M., Lindstrom, S., Linet, M., W.Y. lo, Long, J.R., Lophatananon, A., Lubinski, J., Manoochehri, M., Manoukian, S., Margolin, S., Martinez, E., Matsuo, K., Mavroudis, D., Meindl, A., Menon, U., Milne, R.L., Taib, N.A.M., Muir, K., Mulligan, A.M., Neuhausen, S.L., Nevanlinna, H., Neven, P., Newman, W.G., Offit, K., Olopade, O.I., Olshan, A.F., Olson, J.E., Olsson, H., Park, S.K., Park-Simon, T.W., Peto, J., Plaseska-Karanfilska, D., Pohl-Rescigno, E., Presneau, N., Rack, B., Radice, P., Rashid, M.U., Rennert, G., Rennert, H.S., Romero, A., Ruebner, M., Saloustros, E., Schmidt, M.K., Schmutzler, R.K., Schneider, M.O., Schoemaker, M.J., Scott, C., Shen, C.Y., Shu, X.O., Simard, J., Slager, S., Smichkoska, S., Southey, M.C., Spinelli, J.J., Stone, J., Surowy, H., Swerdlow, A.J., Tamimi, R.M., Tapper, W.J., Teo, S.H., Terry, M.B., Toland, A.E., Tollenaar, R.A.E.M., Torres, D., Torres-Mejia, G., Troester, M.A., Truong, T., Tsugane, S., Untch, M., Vachon, C.M., Ouweland, A.M.W. van den, Veen, E.M. van, Vijai, J., Wendt, C., Wolk, A., Yu, J.C., Zheng, W., Ziogas, A., Ziv, E., Dunning, A.M., Pharoah, P.D.P., Schindler, D., Devilee, P., Easton, D.F., Balleine, R., Baxter, R., Braye, S., Carpenter, J., Dahlstrom, J., Forbes, J., Lee, C.S., Marsh, D., Morey, A., Pathmanathan, N., Scott, R., Simpson, P., Spigelman, A., Wilcken, N., Yip, D., Zeps, N., Borresen-Dale, A.L., Alnaes, G.I.G., Sahlberg, K.K., Ottestad, L., Karesen, R., Schlichting, E., Holmen, M.M., Sauer, T., Haakensen, V., Engebraten, O., Naume, B., Fossa, A., Kiserud, C.E., Reinertsen, K.V., Helland, A., Riis, M., Geisler, J., ABCTB Investigators, NBCS Collaborators, Andrulis, Irene L [0000-0002-4226-6435], Arndt, Volker [0000-0001-9320-8684], Brauch, Hiltrud [0000-0001-7531-2736], Dwek, Miriam [0000-0001-7184-2932], Ekici, Arif B [0000-0001-6099-7066], Fasching, Peter A [0000-0003-4885-8471], Figueroa, Jonine [0000-0002-5100-623X], Hein, Alexander [0000-0003-2601-3398], Ito, Hidemi [0000-0002-8023-4581], Matsuo, Keitaro [0000-0003-1761-6314], Menon, Usha [0000-0003-3708-1732], Milne, Roger L [0000-0001-5764-7268], Muir, Kenneth [0000-0001-6429-988X], Nevanlinna, Heli [0000-0002-0916-2976], Newman, William G [0000-0002-6382-4678], Peto, Julian [0000-0002-1685-8912], Rennert, Gad [0000-0002-8512-068X], Romero, Atocha [0000-0002-1634-7397], Schmidt, Marjanka K [0000-0002-2228-429X], Scott, Christopher [0000-0003-1340-0647], Stone, Jennifer [0000-0001-5077-0124], Truong, Thérèse [0000-0002-2943-6786], Tsugane, Shoichiro [0000-0003-4105-2774], Ziogas, Argyrios [0000-0003-4529-3727], Dunning, Alison M [0000-0001-6651-7166], Pharoah, Paul DP [0000-0001-8494-732X], Devilee, Peter [0000-0002-8023-2009], Easton, Douglas F [0000-0003-2444-3247], Apollo - University of Cambridge Repository, Andrulis, Irene L. [0000-0002-4226-6435], Ekici, Arif B. [0000-0001-6099-7066], Fasching, Peter A. [0000-0003-4885-8471], Milne, Roger L. [0000-0001-5764-7268], Newman, William G. [0000-0002-6382-4678], Schmidt, Marjanka K. [0000-0002-2228-429X], Dunning, Alison M. [0000-0001-6651-7166], Pharoah, Paul D. P. [0000-0001-8494-732X], Easton, Douglas F. [0000-0003-2444-3247], HUS Comprehensive Cancer Center, Clinicum, University Management, Department of Oncology, University of Helsinki, Department of Obstetrics and Gynecology, HUS Gynecology and Obstetrics, Medical Oncology, and Clinical Genetics
Subjects: 0301 basic medicine, Oncology, PROTEIN, lcsh:Medicine, 45/47, 0302 clinical medicine, Fanconi anemia, Genotype, lcsh:Science, Sequence Deletion, Multidisciplinary, BRCA1 Protein, Fanconi Anemia Complementation Group C Protein, 1184 Genetics, developmental biology, physiology, BRCA2 Protein, 3. Good health, BIALLELIC MUTATIONS, DNA-REPAIR, Female, 692/499, Medical Genetics, medicine.medical_specialty, PALB2, 3122 Cancers, ABCTB Investigators, Breast Neoplasms, FANCONIS ANEMIA, Article, 692/4028, NBCS Collaborators, 03 medical and health sciences, Breast cancer, SDG 3 - Good Health and Well-being, Internal medicine, medicine, Humans, NONSENSE MUTATION, Genetic Predisposition to Disease, Medicinsk genetik, 45, business.industry, Genetic heterogeneity, lcsh:R, Case-control study, Genetic Variation, Odds ratio, medicine.disease, GENE, Fanconi Anemia, 030104 developmental biology, Risk factors, Case-Control Studies, lcsh:Q, 3111 Biomedicine, business, 030217 neurology & neurosurgery
Abstract: Fanconi anemia (FA) is a genetically heterogeneous disorder with 22 disease-causing genes reported to date. In some FA genes, monoallelic mutations have been found to be associated with breast cancer risk, while the risk associations of others remain unknown. The gene for FA type C, FANCC, has been proposed as a breast cancer susceptibility gene based on epidemiological and sequencing studies. We used the Oncoarray project to genotype two truncating FANCC variants (p.R185X and p.R548X) in 64,760 breast cancer cases and 49,793 controls of European descent. FANCC mutations were observed in 25 cases (14 with p.R185X, 11 with p.R548X) and 26 controls (18 with p.R185X, 8 with p.R548X). There was no evidence of an association with the risk of breast cancer, neither overall (odds ratio 0.77, 95%CI 0.44–1.33, p = 0.4) nor by histology, hormone receptor status, age or family history. We conclude that the breast cancer risk association of these two FANCC variants, if any, is much smaller than for BRCA1, BRCA2 or PALB2 mutations. If this applies to all truncating variants in FANCC it would suggest there are differences between FA genes in their roles on breast cancer risk and demonstrates the merit of large consortia for clarifying risk associations of rare variants.
Published: 2019

30. Genome-wide association study of germline variants and breast cancer-specific mortality

Author: Escala-Garcia, M., Guo, Q., Dork, T., Canisius, S., Keeman, R., Dennis, J., Beesley, J., Lecarpentier, J., Bolla, M.K., Wang, Q., Abraham, J., Andrulis, I.L., Anton-Culver, H., Arndt, V., Auer, P.L., Beckmann, M.W., Behrens, S., Benitez, J., Bermisheva, M., Bernstein, L., Blomqvist, C., Boeckx, B., Bojesen, S.E., Bonanni, B., Borresen-Dale, A.L., Brauch, H., Brenner, H., Brentnall, A., Brinton, L., Broberg, P., Brock, I.W., Brucker, S.Y., Burwinkel, B., Caldas, C., Caldes, T., Campa, D., Canzian, F., Carracedo, A., Carter, B.D., Castelao, J.E., Chang-Claude, J., Chanock, S.J., Chenevix-Trench, G., Cheng, T.Y.D., Chin, S.F., Clarke, C.L., Cordina-Duverger, E., Couch, F.J., Cox, D.G., Cox, A., Cross, S.S., Czene, K., Daly, M.B., Devilee, P., Dunn, J.A., Dunning, A.M., Durcan, L., Dwek, M., Earl, H.M., Ekici, A.B., Eliassen, A.H., Ellberg, C., Engel, C., Eriksson, M., Evans, D.G., Figueroa, J., Flesch-Janys, D., Flyger, H., Gabrielson, M., Gago-Dominguez, M., Galle, E., Gapstur, S.M., Garcia-Closas, M., Garcia-Saenz, J.A., Gaudet, M.M., George, A., Georgoulias, V., Giles, G.G., Glendon, G., Goldgar, D.E., Gonzalez-Neira, A., Alnaes, G.I.G., Grip, M., Guenel, P., Haeberle, L., Hahnen, E., Haiman, C.A., Hakansson, N., Hall, P., Hamann, U., Hankinson, S., Harkness, E.F., Harrington, P.A., Hart, S.N., Hartikainen, J.M., Hein, A., Hillemanns, P., Hiller, L., Holleczek, B., Hollestelle, A., Hooning, M.J., Hoover, R.N., Hopper, J.L., Howell, A., Huang, G.M.Q., Humphreys, K., Hunter, D.J., Janni, W., John, E.M., Jones, M.E., Jukkola-Vuorinen, A., Jung, A., Kaaks, R., Kabisch, M., Kaczmarek, K., Kerin, M.J., Khan, S., Khusnutdinova, E., Kiiski, J.I., Kitahara, C.M., Knight, J.A., Ko, Y.D., Koppert, L.B., Kosma, V.M., Kraft, P., Kristensen, V.N., Kruger, U., Kuhl, T., Lambrechts, D., Marchand, L. le, Lee, E., Lejbkowicz, F., Li, L., Lindblom, A., Lindstrom, S., Linet, M., Lissowska, J., W.Y. lo, Loibl, S., Lubinski, J., Lux, M.P., MacInnis, R.J., Maierthaler, M., Maishman, T., Makalic, E., Mannermaa, A., Manoochehri, M., Manoukian, S., Margolin, S., Martinez, M.E., Mavroudis, D., McLean, C., Meindl, A., Middha, P., Miller, N., Milne, R.L., Moreno, F., Mulligan, A.M., Mulot, C., Nassir, R., Neuhausen, S.L., Newman, W.T., Nielsen, S.F., Nordestgaard, B.G., Norman, A., Olsson, H., Orr, N., Pankratz, V.S., Park-Simon, T.W., Perez, J.I.A., Perez-Barrios, C., Peterlongo, P., Petridis, C., Pinchev, M., Prajzendanc, K., Prentice, R., Presneau, N., Prokofieva, D., Pylkas, K., Rack, B., Radice, P., Ramachandran, D., Rennert, G., Rennert, H.S., Rhenius, V., Romero, A., Roylance, R., Saloustros, E., Sawyer, E.J., Schmidt, D.F., Schmutzler, R.K., Schneeweiss, A., Schoemaker, M.J., Schumacher, F., Schwentner, L., Scott, R.J., Scott, C., Seynaeve, C., Shah, M., Simard, J., Smeets, A., Sohn, C., Southey, M.C., Swerdlow, A.J., Talhouk, A., Tamimi, R.M., Tapper, W.J., Teixeira, M.R., Tengstrom, M., Terry, M.B., Thone, K., Tollenaar, R.A.E.M., Tomlinson, I., Torres, D., Truong, T., Turman, C., Turnbull, C., Ulmer, H.U., Untch, M., Vachon, C., Asperen, C.J. van, Ouweland, A.M.W. van den, Veen, E.M. van, Wendt, C., Whittemore, A.S., Willett, W., Winqvist, R., Wolk, A., Yang, X.R., Zhang, Y., Easton, D.F., Fasching, P.A., Nevanlinna, H., Eccles, D.M., Pharoah, P.D.P., Schmidt, M.K., and NBCS Collaborators
Abstract: BACKGROUND: We examined the associations between germline variants and breast cancer mortality using a large meta-analysis of women of European ancestry.METHODS: Meta-analyses included summary estimates based on Cox models of twelve datasets using similar to 10.4 million variants for 96,661 women with breast cancer and 7697 events (breast cancer-specific deaths). Oestrogen receptor (ER)-specific analyses were based on 64,171 ER-positive (4116) and 16,172 ER-negative (2125) patients. We evaluated the probability of a signal to be a true positive using the Bayesian false discovery probability (BFDP).RESULTS: We did not find any variant associated with breast cancer-specific mortality at P
Published: 2019

31. Genome-wide association study of germline variants and breast cancer-specific mortality

Author: Escala-Garcia, M. (Maria), Guo, Q. (Qi), Doerk, T. (Thilo), Canisius, S. (Sander), Keeman, R. (Renske), Dennis, J. (Joe), Beesley, J. (Jonathan), Lecarpentier, J. (Julie), Bolla, M. K. (Manjeet K.), Wang, Q. (Qin), Abraham, J. (Jean), Andrulis, I. L. (Irene L.), Anton-Culver, H. (Hoda), Arndt, V. (Volker), Auer, P. L. (Paul L.), Beckmann, M. W. (Matthias W.), Behrens, S. (Sabine), Benitez, J. (Javier), Bermisheva, M. (Marina), Bernstein, L. (Leslie), Blomqvist, C. (Carl), Boeckx, B. (Bram), Bojesen, S. E. (Stig E.), Bonanni, B. (Bernardo), Borresen-Dale, A.-L. (Anne-Lise), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Brentnall, A. (Adam), Brinton, L. (Louise), Broberg, P. (Per), Brock, I. W. (Ian W.), Brucker, S. Y. (Sara Y.), Burwinkel, B. (Barbara), Caldas, C. (Carlos), Caldes, T. (Trinidad), Campa, D. (Daniele), Canzian, F. (Federico), Carracedo, A. (Angel), Carter, B. D. (Brian D.), Castelao, J. E. (Jose E.), Chang-Claude, J. (Jenny), Chanock, S. J. (Stephen J.), Chenevix-Trench, G. (Georgia), Cheng, T. D. (Ting-Yuan David), Chin, S.-F. (Suet-Feung), Clarke, C. L. (Christine L.), Cordina-Duverger, E. (Emilie), Couch, F. J. (Fergus J.), Cox, D. G. (David G.), Cox, A. (Angela), Cross, S. S. (Simon S.), Czene, K. (Kamila), Daly, M. B. (Mary B.), Devilee, P. (Peter), Dunn, J. A. (Janet A.), Dunning, A. M. (Alison M.), Durcan, L. (Lorraine), Dwek, M. (Miriam), Earl, H. M. (Helena M.), Ekici, A. B. (Arif B.), Eliassen, A. H. (A. Heather), Ellberg, C. (Carolina), Engel, C. (Christoph), Eriksson, M. (Mikael), Evans, D. G. (D. Gareth), Figueroa, J. (Jonine), Flesch-Janys, D. (Dieter), Flyger, H. (Henrik), Gabrielson, M. (Marike), Gago-Dominguez, M. (Manuela), Galle, E. (Eva), Gapstur, S. M. (Susan M.), Garcia-Closas, M. (Montserrat), Garcia-Saenz, J. A. (Jose A.), Gaudet, M. M. (Mia M.), George, A. (Angela), Georgoulias, V. (Vassilios), Giles, G. G. (Graham G.), Glendon, G. (Gord), Goldgar, D. E. (David E.), Gonzalez-Neira, A. (Anna), Alnaes, G. I. (Grethe I. Grenaker), Grip, M. (Mervi), Guenel, P. (Pascal), Haeberle, L. (Lothar), Hahnen, E. (Eric), Haiman, C. A. (Christopher A.), Hakansson, N. (Niclas), Hall, P. (Per), Hamann, U. (Ute), Hankinson, S. (Susan), Harkness, E. F. (Elaine F.), Harrington, P. A. (Patricia A.), Hart, S. N. (Steven N.), Hartikainen, J. M. (Jaana M.), Hein, A. (Alexander), Hillemanns, P. (Peter), Hiller, L. (Louise), Holleczek, B. (Bernd), Hollestelle, A. (Antoinette), Hooning, M. J. (Maartje J.), Hoover, R. N. (Robert N.), Hopper, J. L. (John L.), Howell, A. (Anthony), Huang, G. (Guanmengqian), Humphreys, K. (Keith), Hunter, D. J. (David J.), Janni, W. (Wolfgang), John, E. M. (Esther M.), Jones, M. E. (Michael E.), Jukkola-Vuorinen, A. (Arja), Jung, A. (Audrey), Kaaks, R. (Rudolf), Kabisch, M. (Maria), Kaczmarek, K. (Katarzyna), Kerin, M. J. (Michael J.), Khan, S. (Sofia), Khusnutdinova, E. (Elza), Kiiski, J. I. (Johanna, I), Kitahara, C. M. (Cari M.), Knight, J. A. (Julia A.), Ko, Y.-D. (Yon-Dschun), Koppert, L. B. (Linetta B.), Kosma, V.-M. (Veli-Matti), Kraft, P. (Peter), Kristensen, V. N. (Vessela N.), Kruger, U. (Ute), Kuehl, T. (Tabea), Lambrechts, D. (Diether), Le Marchand, L. (Loic), Lee, E. (Eunjung), Lejbkowicz, F. (Flavio), Li, L. (Lian), Lindblom, A. (Annika), Lindstrom, S. (Sara), Linet, M. (Martha), Lissowska, J. (Jolanta), Lo, W.-Y. (Wing-Yee), Loibl, S. (Sibylle), Lubinski, J. (Jan), Lux, M. P. (Michael P.), MacInnis, R. J. (Robert J.), Maierthaler, M. (Melanie), Maishman, T. (Tom), Makalic, E. (Enes), Mannermaa, A. (Arto), Manoochehri, M. (Mehdi), Manoukian, S. (Siranoush), Margolin, S. (Sara), Martinez, M. E. (Maria Elena), Mavroudis, D. (Dimitrios), McLean, C. (Catriona), Meindl, A. (Alfons), Middha, P. (Pooja), Miller, N. (Nicola), Milne, R. L. (Roger L.), Moreno, F. (Fernando), Mulligan, A. M. (Anna Marie), Mulot, C. (Claire), Nassir, R. (Rami), Neuhausen, S. L. (Susan L.), Newman, W. T. (William T.), Nielsen, S. F. (Sune F.), Nordestgaard, B. G. (Borge G.), Norman, A. (Aaron), Olsson, H. (Hakan), Orr, N. (Nick), Pankratz, V. S. (V. Shane), Park-Simon, T.-W. (Tjoung-Won), Perez, J. I. (Jose I. A.), Perez-Barrios, C. (Clara), Peterlongo, P. (Paolo), Petridis, C. (Christos), Pinchev, M. (Mila), Prajzendanc, K. (Karoliona), Prentice, R. (Ross), Presneau, N. (Nadege), Prokofieva, D. (Darya), Pylkas, K. (Katri), Rack, B. (Brigitte), Radice, P. (Paolo), Ramachandran, D. (Dhanya), Rennert, G. (Gadi), Rennert, H. S. (Hedy S.), Rhenius, V. (Valerie), Romero, A. (Atocha), Roylance, R. (Rebecca), Saloustros, E. (Emmanouil), Sawyer, E. J. (Elinor J.), Schmidt, D. F. (Daniel F.), Schmutzler, R. K. (Rita K.), Schneeweiss, A. (Andreas), Schoemaker, M. J. (Minouk J.), Schumacher, F. (Fredrick), Schwentner, L. (Lukas), Scott, R. J. (Rodney J.), Scott, C. (Christopher), Seynaeve, C. (Caroline), Shah, M. (Mitul), Simard, J. (Jacques), Smeets, A. (Ann), Sohn, C. (Christof), Southey, M. C. (Melissa C.), Swerdlow, A. J. (Anthony J.), Talhouk, A. (Aline), Tamimi, R. M. (Rulla M.), Tapper, W. J. (William J.), Teixeira, M. R. (Manuel R.), Tengstrom, M. (Maria), Terry, M. B. (Mary Beth), Thoene, K. (Kathrin), Tollenaar, R. A. (Rob A. E. M.), Tomlinson, I. (Ian), Torres, D. (Diana), Truong, T. (Therese), Turman, C. (Constance), Turnbull, C. (Clare), Ulmer, H.-U. (Hans-Ulrich), Untch, M. (Michael), Vachon, C. (Celine), van Asperen, C. J. (Christi J.), van den Ouweland, A. M. (Ans M. W.), van Veen, E. M. (Elke M.), Wendt, C. (Camilla), Whittemore, A. S. (Alice S.), Willett, W. (Walter), Winqvist, R. (Robert), Wolk, A. (Alicja), Yang, X. R. (Xiaohong R.), Zhang, Y. (Yan), Easton, D. F. (Douglas F.), Fasching, P. A. (Peter A.), Nevanlinna, H. (Heli), Eccles, D. M. (Diana M.), Pharoah, P. D. (Paul D. P.), and Schmidt, M. K. (Marjanka K.)
Abstract: Background: We examined the associations between germline variants and breast cancer mortality using a large meta-analysis of women of European ancestry. Methods: Meta-analyses included summary estimates based on Cox models of twelve datasets using ~10.4 million variants for 96,661 women with breast cancer and 7697 events (breast cancer-specific deaths). Oestrogen receptor (ER)-specific analyses were based on 64,171 ER-positive (4116) and 16,172 ER-negative (2125) patients. We evaluated the probability of a signal to be a true positive using the Bayesian false discovery probability (BFDP). Results: We did not find any variant associated with breast cancer-specific mortality at P < 5 × 10−8. For ER-positive disease, the most significantly associated variant was chr7:rs4717568 (BFDP = 7%, P = 1.28 × 10−7, hazard ratio [HR] = 0.88, 95% confidence interval [CI] = 0.84–0.92); the closest gene is AUTS2. For ER-negative disease, the most significant variant was chr7:rs67918676 (BFDP = 11%, P = 1.38 × 10−7, HR = 1.27, 95% CI = 1.16–1.39); located within a long intergenic non-coding RNA gene (AC004009.3), close to the HOXA gene cluster. Conclusions: We uncovered germline variants on chromosome 7 at BFDP
Published: 2019

32. Polygenic Risk Scores for Prediction of Breast Cancer and Breast Cancer Subtypes

Author: Mavaddat, N., Michailidou, K., Dennis, J., Lush, M., Fachal, L., Lee, A., Tyrer, J. P., Chen, T. H., Wang, Q., Bolla, M. K., Yang, X., Adank, M. A., Ahearn, T., Aittomaki, K., Allen, J., Andrulis, I. L., Anton-Culver, H., Antonenkova, N. N., Arndt, V., Aronson, K. J., Auer, P. L., Auvinen, P., Barrdahl, M., Beane Freeman, L. E., Beckmann, M. W., Behrens, S., Benitez, J., Bermisheva, M., Bernstein, L., Blomqvist, C., Bogdanova, N. V., Bojesen, S. E., Bonanni, B., Borresen-Dale, A. L., Brauch, H., Bremer, M., Brenner, H., Brentnall, A., Brock, I. W., Brooks-Wilson, A., Brucker, S. Y., Bruning, T., Burwinkel, B., Campa, D., Carter, B. D., Castelao Fernández, José Esteban, Chanock, S. J., Chlebowski, R., Christiansen, H., Clarke, C. L., Collee, J. M., Cordina-Duverger, E., Cornelissen, S., Couch, F. J., Cox, A., Cross, S. S., Czene, K., Daly, M. B., Devilee, P., Dork, T., Dos-Santos-Silva, I., Dumont, M., Durcan, L., Dwek, M., Eccles, D. M., Ekici, A. B., Eliassen, A. H., Ellberg, C., Engel, C., Eriksson, M., Evans, D. G., Fasching, P. A., Figueroa, J., Fletcher, O., Flyger, H., Forsti, A., Fritschi, L., Gabrielson, M., Gago Dominguez, Manuela, Gapstur, S. M., Garcia-Saenz, J. A., Gaudet, M. M., Georgoulias, V., Giles, G. G., Gilyazova, I. R., Glendon, G., Goldberg, M. S., Goldgar, D. E., Gonzalez-Neira, A., Grenaker Alnaes, G. I., Grip, M., Gronwald, J., Grundy, A., Guenel, P., Haeberle, L., Hahnen, E., Haiman, C. A., Hakansson, N., Hamann, U., Hankinson, S. E., Muñoz Garzón, Victor, and others
Subjects: Adult, Aged, 80 and over, Multifactorial Inheritance, anciano, humanos, Age Factors, Reproducibility of Results, Breast Neoplasms, neoplasias de la mama, predisposición genética a la enfermedad, Middle Aged, adulto, Risk Assessment, Polymorphism, Single Nucleotide, herencia multifactorial, reproducibilidad de resultados, Receptors, Estrogen, evaluación de riesgos, Humans, Genetic Predisposition to Disease, anamnesis, Female, Medical History Taking, mediana edad, Aged
Abstract: Stratification of women according to their risk of breast cancer based on polygenic risk scores (PRSs) could improve screening and prevention strategies. Our aim was to develop PRSs, optimized for prediction of estrogen receptor (ER)-specific disease, from the largest available genome-wide association dataset and to empirically validate the PRSs in prospective studies. The development dataset comprised 94,075 case subjects and 75,017 control subjects of European ancestry from 69 studies, divided into training and validation sets. Samples were genotyped using genome-wide arrays, and single-nucleotide polymorphisms (SNPs) were selected by stepwise regression or lasso penalized regression. The best performing PRSs were validated in an independent test set comprising 11,428 case subjects and 18,323 control subjects from 10 prospective studies and 190,040 women from UK Biobank (3,215 incident breast cancers). For the best PRSs (313 SNPs), the odds ratio for overall disease per 1 standard deviation in ten prospective studies was 1.61 (95%CI: 1.57-1.65) with area under receiver-operator curve (AUC) = 0.630 (95%CI: 0.628-0.651). The lifetime risk of overall breast cancer in the top centile of the PRSs was 32.6%. Compared with women in the middle quintile, those in the highest 1% of risk had 4.37- and 2.78-fold risks, and those in the lowest 1% of risk had 0.16- and 0.27-fold risks, of developing ER-positive and ER-negative disease, respectively. Goodness-of-fit tests indicated that this PRS was well calibrated and predicts disease risk accurately in the tails of the distribution. This PRS is a powerful and reliable predictor of breast cancer risk that may improve breast cancer prevention programs.
Published: 2019

33. The FANCM:p.Arg658* truncating variant is associated with risk of triple-negative breast cancer

Author: Figlioli, G., Bogliolo, M., Catucci, I., Caleca, L., Lasheras, S. V., Pujol, R., Kiiski, J. I., Muranen, T. A., Barnes, D. R., Dennis, J., Michailidou, K., Bolla, M. K., Leslie, G., Aalfs, C. M., Balleine, R., Baxter, R., Braye, S., Carpenter, J., Dahlstrom, J., Forbes, J., Lee, C. S., Marsh, D., Morey, A., Pathmanathan, N., Scott, R., Simpson, P., Spigelman, A., Wilcken, N., Yip, D., Zeps, N., Adank, M. A., Adlard, J., Agata, S., Cadoo, K., Agnarsson, B. A., Ahearn, T., Aittomaki, K., Ambrosone, C. B., Andrews, L., Anton-Culver, H., Antonenkova, N. N., Arndt, V., Arnold, N., Aronson, K. J., Arun, B. K., Asseryanis, E., Auber, B., Auvinen, P., Azzollini, J., Balmana, J., Barkardottir, R. B., Barrowdale, D., Barwell, J., Beane Freeman, L. E., Beauparlant, C. J., Beckmann, M. W., Behrens, S., Benitez, J., Berger, R., Bermisheva, M., Blanco, A. M., Blomqvist, C., Bogdanova, N. V., Bojesen, A., Bojesen, S. E., Bonanni, B., Borg, A., Brady, A. F., Brauch, H., Brenner, H., Bruning, T., Burwinkel, B., Buys, S. S., Caldes, T., Caliebe, A., Caligo, M. A., Campa, D., Campbell, I. G., Canzian, F., Castelao, J. E., Chang-Claude, J., Chanock, S. J., Claes, K. B. M., Clarke, C. L., Collavoli, A., Conner, T. A., Cox, D. G., Cybulski, C., Czene, K., Daly, M. B., de la Hoya, M., Devilee, P., Diez, O., Ding, Y. C., Dite, G. S., Ditsch, N., Domchek, S. M., Dorfling, C. M., dos-Santos-Silva, I., Durda, K., Dwek, M., Eccles, D. M., Ekici, A. B., Eliassen, A. H., Ellberg, C., Eriksson, M., Evans, D. G., Fasching, P. A., Figueroa, J., Flyger, H., Foulkes, W. D., Friebel, T. M., Friedman, E., Gabrielson, M., Gaddam, P., Gago-Dominguez, M., Gao, C., Gapstur, S. M., Garber, J., Garcia-Closas, M., Garcia-Saenz, J. A., Gaudet, M. M., Gayther, S. A., Belotti, M., Bertrand, O., Birot, A. -M., Buecher, B., Caputo, S., Dupre, A., Fourme, E., Gauthier-Villars, M., Golmard, L., Le Mentec, M., Moncoutier, V., de Pauw, A., Saule, C., Boutry-Kryza, N., Calender, A., Giraud, S., Leone, M., Bressac-de-Paillerets, B., Caron, O., Guillaud-Bataille, M., Bignon, Y. -J., Uhrhammer, N., Bonadona, V., Lasset, C., Berthet, P., Castera, L., Vaur, D., Bourdon, V., Nogues, C., Noguchi, T., Popovici, C., Remenieras, A., Sobol, H., Coupier, I., Pujol, P., Adenis, C., Dumont, A., Revillion, F., Muller, D., Barouk-Simonet, E., Bonnet, F., Bubien, V., Longy, M., Sevenet, N., Gladieff, L., Guimbaud, R., Feillel, V., Toulas, C., Dreyfus, H., Leroux, C. D., Peysselon, M., Rebischung, C., Legrand, C., Baurand, A., Bertolone, G., Coron, F., Faivre, L., Jacquot, C., Lizard, S., Kientz, C., Lebrun, M., Prieur, F., Fert-Ferrer, S., Mari, V., Venat-Bouvet, L., Bezieau, S., Delnatte, C., Mortemousque, I., Colas, C., Coulet, F., Soubrier, F., Warcoin, M., Bronner, M., Sokolowska, J., Collonge-Rame, M. -A., Damette, A., Gesta, P., Lallaoui, H., Chiesa, J., Molina-Gomes, D., Ingster, O., Manouvrier-Hanu, S., Lejeune, S., Giles, G. G., Glendon, G., Godwin, A. K., Goldberg, M. S., Goldgar, D. E., Guenel, P., Gutierrez-Barrera, A. M., Haeberle, L., Haiman, C. A., Hakansson, N., Hall, P., Hamann, U., Harrington, P. A., Hein, A., Heyworth, J., Hillemanns, P., Hollestelle, A., Hopper, J. L., Hosgood, H. D., Howell, A., Hu, C., Hulick, P. J., Hunter, D. J., Imyanitov, E. N., Aghmesheh, M., Greening, S., Amor, D., Gattas, M., Botes, L., Buckley, M., Friedlander, M., Koehler, J., Meiser, B., Saleh, M., Salisbury, E., Trainer, A., Tucker, K., Antill, Y., Dobrovic, A., Fellows, A., Fox, S., Harris, M., Nightingale, S., Phillips, K., Sambrook, J., Thorne, H., Armitage, S., Arnold, L., Kefford, R., Kirk, J., Rickard, E., Bastick, P., Beesley, J., Hayward, N., Spurdle, A., Walker, L., Beilby, J., Saunders, C., Bennett, I., Blackburn, A., Bogwitz, M., Gaff, C., Lindeman, G., Pachter, N., Scott, C., Sexton, A., Visvader, J., Taylor, J., Winship, I., Brennan, M., Brown, M., French, J., Edwards, S., Burgess, M., Burke, J., Patterson, B., Butow, P., Culling, B., Caldon, L., Callen, D., Chauhan, D., Eisenbruch, M., Heiniger, L., Chauhan, M., Christian, A., Dixon, J., Kidd, A., Cohen, P., Colley, A., Fenton, G., Crook, A., Dickson, R., Field, M., Cui, J., Cummings, M., Dawson, S. -J., Defazio, A., Delatycki, M., Dudding, T., Edkins, T., Farshid, G., Flanagan, J., Fong, P., Forrest, L., Gallego-Ortega, D., George, P., Gill, G., Kollias, J., Haan, E., Hart, S., Jenkins, M., Hunt, C., Lakhani, S., Lipton, L., Lobb, L., Mann, G., Mclachlan, S. A., O'Connell, S., O'Sullivan, S., Pieper, E., Robinson, B., Saunus, J., Scott, E., Shelling, A., Williams, R., Young, M. A., Isaacs, C., Jakimovska, M., Jakubowska, A., James, P., Janavicius, R., Janni, W., John, E. M., Jones, M. E., Jung, A., Kaaks, R., Karlan, B. Y., Khusnutdinova, E., Kitahara, C. M., Konstantopoulou, I., Koutros, S., Kraft, P., Lambrechts, D., Lazaro, C., Le Marchand, L., Lester, J., Lesueur, F., Lilyquist, J., Loud, J. T., K. H., Lu, Luben, R. N., Lubinski, J., Mannermaa, A., Manoochehri, M., Manoukian, S., Margolin, S., Martens, J. W. M., Maurer, T., Mavroudis, D., Mebirouk, N., Meindl, A., Menon, U., Miller, A., Montagna, M., Nathanson, K. L., Neuhausen, S. L., Newman, W. G., Nguyen-Dumont, T., Nielsen, F. C., Nielsen, S., Nikitina-Zake, L., Offit, K., Olah, E., Olopade, O. I., Olshan, A. F., Olson, J. E., Olsson, H., Osorio, A., Ottini, L., Peissel, B., Peixoto, A., Peto, J., Plaseska-Karanfilska, D., Pocza, T., Presneau, N., Pujana, M. A., Punie, K., Rack, B., Rantala, J., Rashid, M. U., Rau-Murthy, R., Rennert, G., Lejbkowicz, F., Rhenius, V., Romero, A., Rookus, M. A., Ross, E. A., Rossing, M., Rudaitis, V., Ruebner, M., Saloustros, E., Sanden, K., Santamarina, M., Scheuner, M. T., Schmutzler, R. K., Schneider, M., Senter, L., Shah, M., Sharma, P., Shu, X. -O., Simard, J., Singer, C. F., Sohn, C., Soucy, P., Southey, M. C., Spinelli, J. J., Steele, L., Stoppa-Lyonnet, D., Tapper, W. J., Teixeira, M. R., Terry, M. B., Thomassen, M., Thompson, J., Thull, D. L., Tischkowitz, M., Tollenaar, R. A. E. M., Torres, D., Troester, M. A., Truong, T., Tung, N., Untch, M., Vachon, C. M., van Rensburg, E. J., van Veen, E. M., Vega, A., Viel, A., Wappenschmidt, B., Weitzel, J. N., Wendt, C., Wieme, G., Wolk, A., Yang, X. R., Zheng, W., Ziogas, A., Zorn, K. K., Dunning, A. M., Lush, M., Wang, Q., Mcguffog, L., Parsons, M. T., Pharoah, P. D. P., Fostira, F., Toland, A. E., Andrulis, I. L., Ramus, S. J., Swerdlow, A. J., Greene, M. H., Chung, W. K., Milne, R. L., Chenevix-Trench, G., Dork, T., Schmidt, M. K., Easton, D. F., Radice, P., Hahnen, E., Antoniou, A. C., Couch, F. J., Nevanlinna, H., Surralles, J., Peterlongo, P., Caleca, Laura [0000-0002-3381-7493], Muranen, Taru A. [0000-0002-5895-1808], Dennis, Joe [0000-0003-4591-1214], Adlard, Julian [0000-0002-1693-0435], Arndt, Volker [0000-0001-9320-8684], Auber, Bernd [0000-0003-1880-291X], Bonanni, Bernardo [0000-0003-3589-2128], Brauch, Hiltrud [0000-0001-7531-2736], Devilee, Peter [0000-0002-8023-2009], Foulkes, William D. [0000-0001-7427-4651], Isaacs, Claudine [0000-0002-9646-1260], Jakimovska, Milena [0000-0002-1506-0669], Konstantopoulou, Irene [0000-0002-0470-0309], Lesueur, Fabienne [0000-0001-7404-4549], Menon, Usha [0000-0003-3708-1732], Miller, Austin [0000-0001-9739-8462], Peto, Julian [0000-0002-1685-8912], Punie, Kevin [0000-0002-1162-7963], Romero, Atocha [0000-0002-1634-7397], Saloustros, Emmanouil [0000-0002-0485-0120], Scott, Christopher [0000-0003-1340-0647], Viel, Alessandra [0000-0003-2804-0840], Wieme, Greet [0000-0003-2718-5300], Zheng, Wei [0000-0003-1226-070X], Ziogas, Argyrios [0000-0003-4529-3727], Greene, Mark H. [0000-0003-1852-9239], Nevanlinna, Heli [0000-0002-0916-2976], Peterlongo, Paolo [0000-0001-6951-6855], Apollo - University of Cambridge Repository, Medical Oncology, Department of Genetics and Microbiology, Universitat Autònoma de Barcelona (UAB), IFOM, Istituto FIRC di Oncologia Molecolare (IFOM), Department of Obstetrics and Gynecology, Helsinki University Central Hospital, Department of Clinical Genetics, Academic Medical Center - Academisch Medisch Centrum [Amsterdam] (AMC), University of Amsterdam [Amsterdam] (UvA)-University of Amsterdam [Amsterdam] (UvA), Yorkshire Regional Genetics Service, Department of Pathology, University Hospital and University of Iceland School of Medicine, Division of Oncology, Department of Gynaecology and Obstetrics, University Hospital Schleswig–Holstein, Università degli Studi di Milano [Milano] (UNIMI), Medical Oncology Department, Vall d'Hebron University Hospital [Barcelona], University of Iceland [Reykjavik]-Landspitali - University Hospital, Centre for Cancer Genetic Epidemiology, University of Cambridge [UK] (CAM), Leicestershire Clinical Genetics Service, University Hospitals Leicester, Occupational and Environmental Epidemiology Branch [Bethesda, Maryland], Division of Cancer Epidemiology and Genetics [Bethesda, Maryland], National Cancer Institute [Bethesda] (NCI-NIH), National Institutes of Health [Bethesda] (NIH)-National Institutes of Health [Bethesda] (NIH)-National Cancer Institute [Bethesda] (NCI-NIH), National Institutes of Health [Bethesda] (NIH)-National Institutes of Health [Bethesda] (NIH), Laboratoire Interuniversitaire des Systèmes Atmosphériques (LISA (UMR_7583)), Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris Diderot - Paris 7 (UPD7)-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)-Centre National de la Recherche Scientifique (CNRS), German Cancer Research Center - Deutsches Krebsforschungszentrum [Heidelberg] (DKFZ), Departemento Genetica Humana, Centro Nacional Investigaciones Oncologicas, Chaim Sheba Medical Center, Institute of Biochemistry and Genetics of Ufa Scientific Centre, Russian Academy of Sciences [Moscow] (RAS), Department of Oncology, Department of Obstetrics and Gynaecology (MHH), Hannover Medical School [Hannover] (MHH), Division of Cancer Prevention and Genetics, Department of Oncology, Clinical Sciences, Lund University [Lund]-Skåne University Hospital, North West Thames Regional Genetics, Northwick Park Hospital, Dr. Margarete Fischer-Bosch Institute for Clinical Pharmacology [Stuttgart], Division of Clinical Epidemiology and Aging Research, Institute for Prevention and Occupational Medicine of the German Social Accident Insurance (IPA), Molecular Epidemiology Research Group, Department of Internal Medicine, Huntsman Cancer Institute, Molecular Oncology Laboratory, Hospital Clínico San Carlos, Section of Genetic Oncology, University of Pisa - Università di Pisa, Department of Cancer Epidemiology, Division of Cancer Epidemiology, Division of Cancer Epidemiology and Genetics, Centre de Recherche en Cancérologie de Lyon (UNICANCER/CRCL), Centre Léon Bérard [Lyon]-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), Department of Genetics and Pathology, International Hereditary Cancer Centre-Pomeranian Medical University [Szczecin] (PUM), Department of Medical Epidemiology and Biostatistics (MEB), Karolinska Institutet [Stockholm], Division of Population Science, Fox Chase Cancer Center, Department of Human Genetics & Department of Pathology, Leiden University Medical Center (LUMC), Oncogenetics Laboratory, Vall d'Hebron Institute of Oncology (VHIO), Department of Obstetrics and Gynecology [Munich, Germany], University-Hospital Munich-Großhadern [München]-Ludwig Maximilian University [Munich] (LMU), Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania [Philadelphia]-University of Pennsylvania [Philadelphia], Wessex clinical genetics service, Lund University Hospital, Department of Genomic Medicine, University of Manchester [Manchester], Department of Breast Surgery, Herlev and Gentofte Hospital, Department of Human Genetics [Montréal], McGill University = Université McGill [Montréal, Canada], The Susanne Levy Gertner Oncogenetics Unit, Institute of Human Genetics, National Institutes of Health [Bethesda] (NIH), Epidemiology Research Program, American Cancer Society, Department of Preventive Medicine, University of Southern California (USC)-Keck School of Medicine [Los Angeles], University of Southern California (USC), University of Melbourne, Ontario Cancer Genetics Network, Cancer Care Ontario, Department of Pathology and Laboratory Medicine, University of Kansas Medical Center [Kansas City, KS, USA], International Agency for Cancer Research (IACR), Centre de recherche en épidémiologie et santé des populations (CESP), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Université Paris-Sud - Paris 11 (UP11)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpital Paul Brousse-Institut National de la Santé et de la Recherche Médicale (INSERM), Department of OB/Gyn, University Breast Center Franconia, Univeristy Hospital Erlangen, Molecular Genetics of Breast Cancer, Centre for Cancer Genetic Epidemiology [Cambridge], University of Cambridge [UK] (CAM)-Department of Oncology, Department of Medical Oncology, Josephine Nefkens Institute and Daniel den Hoed Cancer Center, Erasmus University Medical Center [Rotterdam] (Erasmus MC), Centre for MEGA Epidemiology, The University of Melbourne, Victoria, Australia, The Christie, Department of Statistics, Penn State University, University of Pennsylvania [Philadelphia], Laboratory of Molecular Oncology, N.N. Petrov Institute of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Department of Molecular and Regenerative Medicine, Hematology, Oncology and Transfusion, Vilnius University [Vilnius]-Hospital Santariskiu Clinics, Department of Gynecology and Obstetrics, Heinrich Heine Universität Düsseldorf = Heinrich Heine University [Düsseldorf], Department of Epidemiology, Cancer Prevention Institute of California, Unit of Nutrition and Cancer, Women's Cancer Program, Samuel Oschin Comprehensive Cancer Institute, Institute of Biochemistry and Genetics [Bashkortostan Republic, Russia], Russian Academy of Sciences / Ufa Scientific Centre [Bashkortostan Republic, Russia]], National Center for Scientific Research 'Demokritos' (NCSR), Harvard School of Public Health, Laboratory for translational genetics Leuven, Genetic Counseling and Hereditary Cancer Programme, Catalan Institute of Oncology, University of Hawai‘i [Mānoa] (UHM), Cancer et génome: Bioinformatique, biostatistiques et épidémiologie d'un système complexe, Mines Paris - PSL (École nationale supérieure des mines de Paris), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut Curie [Paris]-Institut National de la Santé et de la Recherche Médicale (INSERM), Clinical Genetics Branch, Strangeways Research Laboratory, Unit of Medical Genetics, Fondazione IRCCS INT, Department of Gynaecology and Obstetrics, Technische Universität Munchen - Université Technique de Munich [Munich, Allemagne] (TUM), Institute for Women's Health [London], University College London Hospitals (UCLH), Immunology and Molecular Oncology Unit, Istituto Oncologico Veneto IOV - IRCCS, Department of Medicine, Medical Genetics, Abramson Cancer Center-Perelman School of Medicine, Department of Population Sciences, Beckman Research Institute of City of Hope, Section Génétique - Groupe Prédispositions génétiques au cancer, Centre International de Recherche contre le Cancer (CIRC), Clinical Genetics Service, Memorial Sloane Kettering Cancer Center [New York], Department of Molecular Genetics and Department of Chemotherapy, National Institute of Oncology, University of Chicago, Recherches épidémiologiques et statistiques sur l'environnement et la santé., Institut National de la Santé et de la Recherche Médicale (INSERM)-Institut National de la Santé et de la Recherche Médicale (INSERM), Human Genetics Group, Spanish National Cancer Research Centre, Department of Molecular Medicine, Università degli Studi di Roma 'La Sapienza' = Sapienza University [Rome], Department of Genetics, Portuguese Oncology Institute, Non-Communicable Disease Epidemiology Unit, London School of Hygiene and Tropical Medicine (LSHTM), University of Munich, Karolinska University Hospital [Stockholm], Umm Al-Qura University, Department of Community Medicine and Epidemiology, CHS National Cancer Control Center, Netherlands Cancer Institute, IT University of Copenhagen (ITU), Division of Molecular Gyneco-Oncology, Department of Gynaecology and Obstetrics, Clinical Center Un, Queen's University [Belfast] (QUB), Vanderbilt Epidemiology Center, Institute for Medicine and Public Health, Vanderbilt University School of Medicine [Nashville], Laboratoire de Génomique des Cancers, Université Laval [Québec] (ULaval), Division of Special Gynecology, Medizinische Universität Wien = Medical University of Vienna-Department of OB/GYN, Division Molecular Biology of Breast Cancer, Department of Gynecology and Obstetrics, Universität Heidelberg [Heidelberg], Cancer Genomics Laboratory, Centre Hospitalier Universitaire de Québec, Unité de génétique et biologie des cancers (U830), Université Paris Descartes - Paris 5 (UPD5)-Institut Curie [Paris]-Institut National de la Santé et de la Recherche Médicale (INSERM), Instituto de Ciências Biomédicas de Abel Salazar (ICBAS), Universidade do Porto = University of Porto, Department of Epidemiology [Columbia University], Columbia University [New York]-Columbia Mailman School of Public Health, Columbia University [New York], Odense University Hospital, Instituto de Genética Humana, Pontificia Universidad Javeriana (PUJ), HELIOS Hospital Berlin-Buch, Cancer Genetics Laboratory, University of Pretoria [South Africa], Genomic Medicine Group, Universidade de Santiago de Compostela [Spain] (USC ), Division of Experimental Oncology 1, Centro di Riferimento Oncologico (CRO), Division of Molecular Gyneco-Oncology, Department of Gynaecology and Obstetrics, City of Hope Comprehensive Cancer Center and Department of Population Sciences, Beckman Research Institute, Center for Astrophysical Sciences [Baltimore], Johns Hopkins University (JHU), European Bioinformatics Institute [Hinxton] (EMBL-EBI), EMBL Heidelberg, University of Science and Technology Beijing [Beijing] (USTB), University of Cambridge [UK] (CAM)-Department of Public Health and Primary Care-Centre for Cancer Genetic Epidemiology, Université de Pau et des Pays de l'Adour (UPPA), Department of Molecular Virology, Immunology and Medical Genetics [Colombus], Ohio State University [Columbus] (OSU)-College of Medicine and Public Health [Colombus], Departments of Molecular Genetics and Laboratory Medicine and Pathobiology, University of Toronto-Cancer Care Ontario, The institute of cancer research [London], Department of Medical Genetics, Mayo Clinic, Cancer Epidemiology Centre, Cancer Council Victoria, Queensland Institute of Medical Research, Cancer Research U.K. Genetic Epidemiology Unit, Unit of Genetic Susceptibility to Cancer, Department of Experimental Oncology and Molecular Medici, Department of Laboratory Medicine and Pathology, Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Preventive and Predictive Medicine-Fondazione IRCCS Istituto Nazionale Tumori (INT), Muranen, Taru A [0000-0002-5895-1808], Foulkes, William D [0000-0001-7427-4651], Greene, Mark H [0000-0003-1852-9239], Institut Català de la Salut, [Figlioli G, Catucci I] IFOM - the FIRC Institute for Molecular Oncology, Genome Diagnostics Program, Milan, Italy. [Bogliolo M, Pujol R] Department of Genetics and Microbiology, Universitat Autònoma de Barcelona, Bellaterra, Barcelona, Spain. Center for Biomedical Network Research on Rare Diseases (CIBERER), Madrid, Spain. Institute of Biomedical Research, Sant Pau Hospital, Barcelona, Spain. [Caleca L] Fondazione IRCCS Istituto Nazionale dei Tumori, Unit of Molecular Bases of Genetic Risk and Genetic Testing, Department of Research, Milan, Italy. [Lasheras SV] Department of Genetics and Microbiology, Universitat Autònoma de Barcelona, Bellaterra, Barcelona, Spain. [Balmaña J] High Risk and Cancer Prevention Group, Vall d’Hebron Institute of Oncology (VHIO), Barcelona, Spain. Oncologia Mèdica, Vall d’Hebron Hospital Universitari, Barcelona, Spain. [Diez O] Oncogenetics Group, Vall d’Hebron Institute of Oncology (VHIO), Barcelona, Spain. Genètica, Vall d’Hebron Hospital Universitari, Barcelona, Spain, Hospital Universitari Vall d'Hebron, University of Iceland [Reykjavik], Università degli Studi di Milano = University of Milan (UNIMI), Universiteit Leiden-Universiteit Leiden, University of Pennsylvania-University of Pennsylvania, University of Pennsylvania, Georgetown University [Washington] (GU), Università degli Studi di Roma 'La Sapienza' = Sapienza University [Rome] (UNIROMA), Universität Heidelberg [Heidelberg] = Heidelberg University, European Project: 634935,H2020,H2020-PHC-2014-two-stage,BRIDGES(2015), European Project: 633784,H2020,H2020-PHC-2014-two-stage,B-CAST(2015), European Project: 223175,EC:FP7:HEALTH,FP7-HEALTH-2007-B,COGS(2009), Human Genetics, Vall d'Hebron Barcelona Hospital Campus, Autonomous University of Barcelona, Universitat Autònoma de Barcelona [Barcelona] (UAB), Università degli studi di Milano [Milano], University Hospitals of Leicester, Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Department of Biology, University of Pisa, Centre de Recherche en Cancérologie de Lyon (CRCL), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Centre Léon Bérard [Lyon]-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), Pomeranian Medical University-International Hereditary Cancer Centre, McGill University, University of Kansas Medical Center [Lawrence], Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Université Paris-Sud - Paris 11 (UP11)-Assistance publique - Hôpitaux de Paris (AP-HP) (APHP)-Hôpital Paul Brousse-Institut National de la Santé et de la Recherche Médicale (INSERM), Department of Oncology-University of Cambridge [UK] (CAM), Heinrich-Heine-Universität Düsseldorf [Düsseldorf], Cancer et génôme: Bioinformatique, biostatistiques et épidémiologie d'un système complexe, MINES ParisTech - École nationale supérieure des mines de Paris-Institut Curie-Institut National de la Santé et de la Recherche Médicale (INSERM), Technical University of Munich (TUM), Università degli Studi di Roma 'La Sapienza' [Rome], IT University of Copenhagen, Laval University [Québec], Université Paris Descartes - Paris 5 (UPD5)-Institut Curie-Institut National de la Santé et de la Recherche Médicale (INSERM), Pontificia Universidad Javeriana, University of Santiago de Compostela, Læknadeild (HÍ), Faculty of Medicine (UI), Biomedical Center (UI), Lífvísindasetur (HÍ), Heilbrigðisvísindasvið (HÍ), School of Health Sciences (UI), Háskóli Íslands, University of Iceland, Université de Lyon-Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Université Paris-Sud - Paris 11 (UP11)-Hôpital Paul Brousse-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ), MINES ParisTech - École nationale supérieure des mines de Paris, Institut Curie [Paris]-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Descartes - Paris 5 (UPD5), Universidade do Porto, Ministerio de Economía y Competitividad (España), Unión Europea. Comisión Europea, Against Breast Cancer, Cancer Research UK (Reino Unido), Unión Europea. Comisión Europea. H2020, Cancer UK Grant, Canadian Institutes of Health Research, Ministère de Économie, de la science et de innovation (Canadá), NIH - National Cancer Institute (NCI) (Estados Unidos), Dutch Cancer Society (Holanda), Instituto de Salud Carlos III, Xunta de Galicia (España), Canadian Cancer Society, California Breast Cancer Research Program, California Department of Public Health, Medical Research Council (Reino Unido), Free State of Saxony, Germany (LIFE -Leipzig Research Centre for Civilization Diseases), Federal Ministry of Education & Research (Alemania), German Cancer Aid, Helsinki University Central Hospital Research Fund, Finlands Akademi (Finlandia), Deutsche Forschungsgemeinschaft (Alemania), Russian Foundation for Basic Research, Ministry of Science and Higher Education (Rusia), National Health and Medical Research Council (Australia), Biobanking and BioMolecular resources Research Infrastructure (Países Bajos), Estée Lauder Companies’ Breast Cancer Campaign, Swedish Research Council, NIH - National Cancer Institute (NCI). Specialized Programs of Research Excellence (SPOREs) (Estados Unidos), Lon V. Smith Foundation, Research Coincil of Lithuania, Italian Association for Cancer Research, University of Kansas. Cancer Center (Estados Unidos), Unión Europea. Fondo Europeo de Desarrollo Regional (FEDER/ERDF), French National Cancer Institute, Netherlands Organisation for Health Research and Development, Pink Ribbons Project, United States of Department of Health & Human Services, HUS Gynecology and Obstetrics, Clinicum, University of Helsinki, Medicum, Kristiina Aittomäki / Principal Investigator, HUSLAB, University Management, HUS Comprehensive Cancer Center, Biosciences, Helsinki University Hospital, and Lietuvos Mokslo Taryba (Lituania)
Subjects: 0301 basic medicine, Gene mutation, Càncer - Aspectes genètics, chemistry.chemical_compound, 0302 clinical medicine, Breast cancer, Mama - Càncer, Fanconi anemia, [SDV.MHEP.MI]Life Sciences [q-bio]/Human health and pathology/Infectious diseases, Brjóstakrabbamein, Medicine and Health Sciences, Pharmacology (medical), FANCM, 631/208/68, skin and connective tissue diseases, Cancer genetics, Triple-negative breast cancer, ComputingMilieux_MISCELLANEOUS, [SDV.MHEP.ME]Life Sciences [q-bio]/Human health and pathology/Emerging diseases, Manchester Cancer Research Centre, Otros calificadores::Otros calificadores::/genética [Otros calificadores], article, lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens, 3. Good health, Oncology, 030220 oncology & carcinogenesis, Neoplasms::Neoplasms by Site::Breast Neoplasms::Triple Negative Breast Neoplasms [DISEASES], [SDV.MP.VIR]Life Sciences [q-bio]/Microbiology and Parasitology/Virology, Life Sciences & Biomedicine, 3122 Cancers, ABCTB Investigators, lcsh:RC254-282, KConFab, Olaparib, Càncer de mama, GEMO Study Collaborators, 03 medical and health sciences, breast cancer, [SDV.MHEP.CSC]Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular system, SDG 3 - Good Health and Well-being, 631/67/68, medicine, Other subheadings::Other subheadings::/genetics [Other subheadings], Erfðafræði, Radiology, Nuclear Medicine and imaging, [SDV.MP.PAR]Life Sciences [q-bio]/Microbiology and Parasitology/Parasitology, ddc:610, Risk factor, CHEK2, Krabbamein, Cancer och onkologi, FancM, Science & Technology, cancer, MUTATIONS, business.industry, ResearchInstitutes_Networks_Beacons/mcrc, Biology and Life Sciences, nutritional and metabolic diseases, cancer genetics, medicine.disease, GENE, Expressió gènica, [SDV.MP.BAC]Life Sciences [q-bio]/Microbiology and Parasitology/Bacteriology, neoplasias::neoplasias por localización::neoplasias de la mama::neoplasias de mama triple negativos [ENFERMEDADES], 030104 developmental biology, chemistry, 692/4028/67/68, Cancer and Oncology, FANCONI-ANEMIA, Cancer research, gene expression, C.5791C-GREATER-THAN-T, business
Abstract: Publisher's version (útgefin grein), Breast cancer is a common disease partially caused by genetic risk factors. Germline pathogenic variants in DNA repair genes BRCA1, BRCA2, PALB2, ATM, and CHEK2 are associated with breast cancer risk. FANCM, which encodes for a DNA translocase, has been proposed as a breast cancer predisposition gene, with greater effects for the ER-negative and triple-negative breast cancer (TNBC) subtypes. We tested the three recurrent protein-truncating variants FANCM:p.Arg658*, p.Gln1701*, and p.Arg1931* for association with breast cancer risk in 67,112 cases, 53,766 controls, and 26,662 carriers of pathogenic variants of BRCA1 or BRCA2. These three variants were also studied functionally by measuring survival and chromosome fragility in FANCM−/− patient-derived immortalized fibroblasts treated with diepoxybutane or olaparib. We observed that FANCM:p.Arg658* was associated with increased risk of ER-negative disease and TNBC (OR = 2.44, P = 0.034 and OR = 3.79; P = 0.009, respectively). In a country-restricted analysis, we confirmed the associations detected for FANCM:p.Arg658* and found that also FANCM:p.Arg1931* was associated with ER-negative breast cancer risk (OR = 1.96; P = 0.006). The functional results indicated that all three variants were deleterious affecting cell survival and chromosome stability with FANCM:p.Arg658* causing more severe phenotypes. In conclusion, we confirmed that the two rare FANCM deleterious variants p.Arg658* and p.Arg1931* are risk factors for ER-negative and TNBC subtypes. Overall our data suggest that the effect of truncating variants on breast cancer risk may depend on their position in the gene. Cell sensitivity to olaparib exposure, identifies a possible therapeutic option to treat FANCM-associated tumors., Peterlongo laboratory is supported by Associazione Italiana Ricerca sul Cancro (AIRC; IG2015 no.16732) to P. Peterlongo and by a fellowship from Fondazione Umberto Veronesi to G. Figlioli. Surrallés laboratory is supported by the ICREA-Academia program, the Spanish Ministry of Health (projects FANCOSTEM and FANCOLEN), the Spanish Ministry of Economy and Competiveness (projects CB06/07/0023 and RTI2018-098419-B-I00), the European Commission (EUROFANCOLEN project HEALTH-F5-2012-305421 and P-SPHERE COFUND project), the Fanconi Anemia Research Fund Inc, and the “Fondo Europeo de Desarrollo Regional, una manera de hacer Europa” (FEDER). CIBERER is an initiative of the Instituto de Salud Carlos III, Spain. BCAC: we thank all the individuals who took part in these studies and all the researchers, clinicians, technicians and administrative staff who have enabled this work to be carried out. ABCFS thank Maggie Angelakos, Judi Maskiell, Tu Nguyen-Dumont is a National Breast Cancer Foundation (Australia) Career Development Fellow. ABCS thanks the Blood bank Sanquin, The Netherlands. Samples are made available to researchers on a non-exclusive basis. BCEES thanks Allyson Thomson, Christobel Saunders, Terry Slevin, BreastScreen Western Australia, Elizabeth Wylie, Rachel Lloyd. The BCINIS study would not have been possible without the contributions of Dr. Hedy Rennert, Dr. K. Landsman, Dr. N. Gronich, Dr. A. Flugelman, Dr. W. Saliba, Dr. E. Liani, Dr. I. Cohen, Dr. S. Kalet, Dr. V. Friedman, Dr. O. Barnet of the NICCC in Haifa, and all the contributing family medicine, surgery, pathology and oncology teams in all medical institutes in Northern Israel. The BREOGAN study would not have been possible without the contributions of the following: Manuela Gago-Dominguez, Jose Esteban Castelao, Angel Carracedo, Victor Muñoz Garzón, Alejandro Novo Domínguez, Maria Elena Martinez, Sara Miranda Ponte, Carmen Redondo Marey, Maite Peña Fernández, Manuel Enguix Castelo, Maria Torres, Manuel Calaza (BREOGAN), José Antúnez, Máximo Fraga and the staff of the Department of Pathology and Biobank of the University Hospital Complex of Santiago-CHUS, Instituto de Investigación Sanitaria de Santiago, IDIS, Xerencia de Xestion Integrada de Santiago-SERGAS; Joaquín González-Carreró and the staff of the Department of Pathology and Biobank of University Hospital Complex of Vigo, Instituto de Investigacion Biomedica Galicia Sur, SERGAS, Vigo, Spain. BSUCH thanks Peter Bugert, Medical Faculty Mannheim. CBCS thanks study participants, co-investigators, collaborators and staff of the Canadian Breast Cancer Study, and project coordinators Agnes Lai and Celine Morissette. CCGP thanks Styliani Apostolaki, Anna Margiolaki, Georgios Nintos, Maria Perraki, Georgia Saloustrou, Georgia Sevastaki, Konstantinos Pompodakis. CGPS thanks staff and participants of the Copenhagen General Population Study. For the excellent technical assistance: Dorthe Uldall Andersen, Maria Birna Arnadottir, Anne Bank, Dorthe Kjeldgård Hansen. The Danish Cancer Biobank is acknowledged for providing infrastructure for the collection of blood samples for the cases. Investigators from the CPS-II cohort thank the participants and Study Management Group for their invaluable contributions to this research. They also acknowledge the contribution to this study from central cancer registries supported through the Centers for Disease Control and Prevention National Program of Cancer Registries, as well as cancer registries supported by the National Cancer Institute Surveillance Epidemiology and End Results program. The CTS Steering Committee includes Leslie Bernstein, Susan Neuhausen, James Lacey, Sophia Wang, Huiyan Ma, and Jessica Clague DeHart at the Beckman Research Institute of City of Hope, Dennis Deapen, Rich Pinder, and Eunjung Lee at the University of Southern California, Pam Horn-Ross, Peggy Reynolds, Christina Clarke Dur and David Nelson at the Cancer Prevention Institute of California, Hoda Anton-Culver, Argyrios Ziogas, and Hannah Park at the University of California Irvine, and Fred Schumacher at Case Western University. DIETCOMPLYF thanks the patients, nurses and clinical staff involved in the study. The DietCompLyf study was funded by the charity Against Breast Cancer (Registered Charity Number 1121258) and the NCRN. We thank the participants and the investigators of EPIC (European Prospective Investigation into Cancer and Nutrition). ESTHER thanks Hartwig Ziegler, Sonja Wolf, Volker Hermann, Christa Stegmaier, Katja Butterbach. FHRISK thanks NIHR for funding. GC-HBOC thanks Stefanie Engert, Heide Hellebrand, Sandra Kröber and LIFE - Leipzig Research Centre for Civilization Diseases (Markus Loeffler, Joachim Thiery, Matthias Nüchter, Ronny Baber). The GENICA Network: Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, and University of Tübingen, Germany [HB, Wing-Yee Lo], German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) [HB], Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany’s Excellence Strategy - EXC 2180 - 390900677 [HB], Department of Internal Medicine, Evangelische Kliniken Bonn gGmbH, Johanniter Krankenhaus, Bonn, Germany [Yon-Dschun Ko, Christian Baisch], Institute of Pathology, University of Bonn, Germany [Hans-Peter Fischer], Molecular Genetics of Breast Cancer, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany [Ute Hamann], Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr University Bochum (IPA), Bochum, Germany [TB, Beate Pesch, Sylvia Rabstein, Anne Lotz]; and Institute of Occupational Medicine and Maritime Medicine, University Medical Center Hamburg-Eppendorf, Germany [Volker Harth]. HABCS thanks Michael Bremer. HEBCS thanks Heidi Toiminen, Kristiina Aittomäki, Irja Erkkilä and Outi Malkavaara. HMBCS thanks Peter Hillemanns, Hans Christiansen and Johann H. Karstens. HUBCS thanks Shamil Gantsev. KARMA thanks the Swedish Medical Research Counsel. KBCP thanks Eija Myöhänen, Helena Kemiläinen. LMBC thanks Gilian Peuteman, Thomas Van Brussel, EvyVanderheyden and Kathleen Corthouts. MABCS thanks Milena Jakimovska (RCGEB “Georgi D. Efremov), Katerina Kubelka, Mitko Karadjozov (Adzibadem-Sistina” Hospital), Andrej Arsovski and Liljana Stojanovska (Re-Medika” Hospital) for their contributions and commitment to this study. MARIE thanks Petra Seibold, Dieter Flesch-Janys, Judith Heinz, Nadia Obi, Alina Vrieling, Sabine Behrens, Ursula Eilber, Muhabbet Celik, Til Olchers and Stefan Nickels. MBCSG (Milan Breast Cancer Study Group) thanks Daniela Zaffaroni, Irene Feroce, and the personnel of the Cogentech Cancer Genetic Test Laboratory. We thank the coordinators, the research staff and especially the MMHS participants for their continued collaboration on research studies in breast cancer. MSKCC thanks Marina Corines and Lauren Jacobs. MTLGEBCS would like to thank Martine Tranchant (CHU de Québec Research Center), Marie-France Valois, Annie Turgeon and Lea Heguy (McGill University Health Center, Royal Victoria Hospital; McGill University) for DNA extraction, sample management and skillful technical assistance. J.S. is Chairholder of the Canada Research Chair in Oncogenetics. NBHS thanks study participants and research staff for their contributions and commitment to the studies. We would like to thank the participants and staff of the Nurses’ Health Study and Nurses’ Health Study II for their valuable contributions as well as the following state cancer registries for their help: AL, AZ, AR, CA, CO, CT, DE, FL, GA, ID, IL, IN, IA, KY, LA, ME, MD, MA, MI, NE, NH, NJ, NY, NC, ND, OH, OK, OR, PA, RI, SC, TN, TX, VA, WA, WY. The study protocol was approved by the institutional review boards of the Brigham and Women’s Hospital and Harvard T.H. Chan School of Public Health, and those of participating registries as required. The authors assume full responsibility for analyses and interpretation of these data. OFBCR thanks Teresa Selander and Nayana Weerasooriya. ORIGO thanks E. Krol-Warmerdam, and J. Blom for patient accrual, administering questionnaires, and managing clinical information. PBCS thanks Louise Brinton, Mark Sherman, Neonila Szeszenia-Dabrowska, Beata Peplonska, Witold Zatonski, Pei Chao and Michael Stagner. The ethical approval for the POSH study is MREC /00/6/69, UKCRN ID: 1137. We thank staff in the Experimental Cancer Medicine Centre (ECMC) supported Faculty of Medicine Tissue Bank and the Faculty of Medicine DNA Banking resource. PREFACE thanks Sonja Oeser and Silke Landrith. PROCAS thanks NIHR for funding. RBCS thanks Petra Bos, Jannet Blom, Ellen Crepin, Elisabeth Huijskens, Anja Kromwijk-Nieuwlaat, Annette Heemskerk, the Erasmus MC Family Cancer Clinic. We thank the SEARCH and EPIC teams. SKKDKFZS thanks all study participants, clinicians, family doctors, researchers and technicians for their contributions and commitment to this study. We thank the SUCCESS Study teams in Munich, Duessldorf, Erlangen and Ulm. SZBCS thanks Ewa Putresza. UCIBCS thanks Irene Masunaka. UKBGS thanks Breast Cancer Now and the Institute of Cancer Research for support and funding of the Breakthrough Generations Study, and the study participants, study staff, and the doctors, nurses and other health care providers and health information sources who have contributed to the study. We acknowledge NHS funding to the Royal Marsden/ICR NIHR Biomedical Research Centre. CIMBA: we are grateful to all the families and clinicians who contribute to the studies; Sue Healey, in particular taking on the task of mutation classification with the late Olga Sinilnikova; Maggie Angelakos, Judi Maskiell, Helen Tsimiklis; members and participants in the New York site of the Breast Cancer Family Registry; members and participants in the Ontario Familial Breast Cancer Registry; Vilius Rudaitis and Laimonas Griškevičius; Yuan Chun Ding and Linda Steele for their work in participant enrollment and biospecimen and data management; Bent Ejlertsen and Anne-Marie Gerdes for the recruitment and genetic counseling of participants; Alicia Barroso, Rosario Alonso and Guillermo Pita; all the individuals and the researchers who took part in CONSIT TEAM (Consorzio Italiano Tumori Ereditari Alla Mammella), thanks in particular: Giulia Cagnoli, Roberta Villa, Irene Feroce, Mariarosaria Calvello, Riccardo Dolcetti, Giuseppe Giannini, Laura Papi, Gabriele Lorenzo Capone, Liliana Varesco, Viviana Gismondi, Maria Grazia Tibiletti, Daniela Furlan, Antonella Savarese, Aline Martayan, Stefania Tommasi, Brunella Pilato, Isabella Marchi, Elena Bandieri, Antonio Russo, Daniele Calistri and the personnel of the Cogentech Cancer Genetic Test Laboratory, Milan, Italy. FPGMX: members of the Cancer Genetics group (IDIS): Ana Blanco, Miguel Aguado, Uxía Esperón and Belinda Rodríguez. We thank all participants, clinicians, family doctors, researchers, and technicians for their contributions and commitment to the DKFZ study and the collaborating groups in Lahore, Pakistan (Noor Muhammad, Sidra Gull, Seerat Bajwa, Faiz Ali Khan, Humaira Naeemi, Saima Faisal, Asif Loya, Mohammed Aasim Yusuf) and Bogota, Colombia (Diana Torres, Ignacio Briceno, Fabian Gil). Genetic Modifiers of Cancer Risk in BRCA1/2 Mutation Carriers (GEMO) study is a study from the National Cancer Genetics Network UNICANCER Genetic Group, France. We wish to pay a tribute to Olga M. Sinilnikova, who with Dominique Stoppa-Lyonnet initiated and coordinated GEMO until she sadly passed away on the 30th June 2014. The team in Lyon (Olga Sinilnikova, Mélanie Léoné, Laure Barjhoux, Carole Verny-Pierre, Sylvie Mazoyer, Francesca Damiola, Valérie Sornin) managed the GEMO samples until the biological resource centre was transferred to Paris in December 2015 (Noura Mebirouk, Fabienne Lesueur, Dominique Stoppa-Lyonnet). We want to thank all the GEMO collaborating groups for their contribution to this study. Drs.Sofia Khan, Irja Erkkilä and Virpi Palola; The Hereditary Breast and Ovarian Cancer Research Group Netherlands (HEBON) consists of the following Collaborating Centers: Netherlands Cancer Institute (coordinating center), Amsterdam, NL: M.A. Rookus, F.B.L. Hogervorst, F.E. van Leeuwen, M.A. Adank, M.K. Schmidt, N.S. Russell, D.J. Jenner; Erasmus Medical Center, Rotterdam, NL: J.M. Collée, A.M.W. van den Ouweland, M.J. Hooning, C.M. Seynaeve, C.H.M. van Deurzen, I.M. Obdeijn; Leiden University Medical Center, NL: C.J. van Asperen, P. Devilee, T.C.T.E.F. van Cronenburg; Radboud University Nijmegen Medical Center, NL: C.M. Kets, A.R. Mensenkamp; University Medical Center Utrecht, NL: M.G.E.M. Ausems, M.J. Koudijs; Amsterdam Medical Center, NL: C.M. Aalfs, H.E.J. Meijers-Heijboer; VU University Medical Center, Amsterdam, NL: K. van Engelen, J.J.P. Gille; Maastricht University Medical Center, NL: E.B. Gómez-Garcia, M.J. Blok; University of Groningen, NL: J.C. Oosterwijk, A.H. van der Hout, M.J. Mourits, G.H. de Bock; The Netherlands Comprehensive Cancer Organisation (IKNL): S. Siesling, J.Verloop; The nationwide network and registry of histo- and cytopathology in The Netherlands (PALGA): A.W. van den Belt-Dusebout. HEBON thanks the study participants and the registration teams of IKNL and PALGA for part of the data collection. Overbeek; the Hungarian Breast and Ovarian Cancer Study Group members (Janos Papp, Aniko Bozsik, Zoltan Matrai, Miklos Kasler, Judit Franko, Maria Balogh, Gabriella Domokos, Judit Ferenczi, Department of Molecular Genetics, National Institute of Oncology, Budapest, Hungary) and the clinicians and patients for their contributions to this study; HVH (University Hospital Vall d’Hebron) the authors acknowledge the Oncogenetics Group (VHIO) and the High Risk and Cancer Prevention Unit of the University Hospital Vall d’Hebron, Miguel Servet Progam (CP10/00617), and the Cellex Foundation for providing research facilities and equipment; the ICO Hereditary Cancer Program team led by Dr. Gabriel Capella; the ICO Hereditary Cancer Program team led by Dr. Gabriel Capella; Dr Martine Dumont for sample management and skillful assistance; Catarina Santos and Pedro Pinto; members of the Center of Molecular Diagnosis, Oncogenetics Department and Molecular Oncology Research Center of Barretos Cancer Hospital; Heather Thorne, Eveline Niedermayr, all the kConFab investigators, research nurses and staff, the heads and staff of the Family Cancer Clinics, and the Clinical Follow Up Study (which has received funding from the NHMRC, the National Breast Cancer Foundation, Cancer Australia, and the National Institute of Health (USA)) for their contributions to this resource, and the many families who contribute to kConFab; the investigators of the Australia New Zealand NRG Oncology group; members and participants in the Ontario Cancer Genetics Network; Kevin Sweet, Caroline Craven, Julia Cooper, Amber Aielts, and Michelle O’Conor; Christina Selkirk; Helena Jernström, Karin Henriksson, Katja Harbst, Maria Soller, Ulf Kristoffersson; from Gothenburg Sahlgrenska University Hospital: Anna Öfverholm, Margareta Nordling, Per Karlsson, Zakaria Einbeigi; from Stockholm and Karolinska University Hospital: Anna von Wachenfeldt, Annelie Liljegren, Annika Lindblom, Brita Arver, Gisela Barbany Bustinza; from Umeå University Hospital: Beatrice Melin, Christina Edwinsdotter Ardnor, Monica Emanuelsson; from Uppsala University: Hans Ehrencrona, Maritta Hellström Pigg, Richard Rosenquist; from Linköping University Hospital: Marie Stenmark-Askmalm, Sigrun Liedgren; Cecilia Zvocec, Qun Niu; Joyce Seldon and Lorna Kwan; Dr. Robert Nussbaum, Beth Crawford, Kate Loranger, Julie Mak, Nicola Stewart, Robin Lee, Amie Blanco and Peggy Conrad and Salina Chan; Carole Pye, Patricia Harrington and Eva Wozniak. OSUCCG thanks Kevin Sweet, Caroline Craven, Julia Cooper, Michelle O’Conor and Amber Aeilts. BCAC is funded by Cancer Research UK [C1287/A16563, C1287/A10118], the European Union’s Horizon 2020 Research and Innovation Programme (grant numbers 634935 and 633784 for BRIDGES and B-CAST respectively), and by the European Community´s Seventh Framework Programme under grant agreement number 223175 (grant number HEALTH-F2-2009-223175) (COGS). The EU Horizon 2020 Research and Innovation Programme funding source had no role in study design, data collection, data analysis, data interpretation or writing of the report. Genotyping of the OncoArray was funded by the NIH Grant U19 CA148065, and Cancer UK Grant C1287/A16563 and the PERSPECTIVE project supported by the Government of Canada through Genome Canada and the Canadian Institutes of Health Research (grant GPH-129344) and, the Ministère de l’Économie, Science et Innovation du Québec through Genome Québec and the PSRSIIRI-701 grant, and the Quebec Breast Cancer Foundation. The Australian Breast Cancer Family Study (ABCFS) was supported by grant UM1 CA164920 from the National Cancer Institute (USA). The content of this manuscript does not necessarily reflect the views or policies of the National Cancer Institute or any of the collaborating centers in the Breast Cancer Family Registry (BCFR), nor does mention of trade names, commercial products, or organizations imply endorsement by the USA Government or the BCFR. The ABCFS was also supported by the National Health and Medical Research Council of Australia, the New South Wales Cancer Council, the Victorian Health Promotion Foundation (Australia) and the Victorian Breast Cancer Research Consortium. J.L.H. is a National Health and Medical Research Council (NHMRC) Senior Principal Research Fellow. M.C.S. is a NHMRC Senior Research Fellow. The ABCS study was supported by the Dutch Cancer Society [grants NKI 2007-3839; 2009 4363]. The Australian Breast Cancer Tissue Bank (ABCTB) was supported by the National Health and Medical Research Council of Australia, The Cancer Institute NSW and the National Breast Cancer Foundation. The AHS study is supported by the intramural research program of the National Institutes of Health, the National Cancer Institute (grant number Z01-CP010119), and the National Institute of Environmental Health Sciences (grant number Z01-ES049030). The work of the BBCC was partly funded by ELAN-Fond of the University Hospital of Erlangen. The BBCS is funded by Cancer Research UK and Breast Cancer Now and acknowledges NHS funding to the NIHR Biomedical Research Centre, and the National Cancer Research Network (NCRN). The BCEES was funded by the National Health and Medical Research Council, Australia and the Cancer Council Western Australia. For the BCFR-NY, BCFR-PA, BCFR-UT this work was supported by grant UM1 CA164920 from the National Cancer Institute. The content of this manuscript does not necessarily reflect the views or policies of the National Cancer Institute or any of the collaborating centers in the Breast Cancer Family Registry (BCFR), nor does mention of trade names, commercial products, or organizations imply endorsement by the US Government or the BCFR. BCINIS study was funded by the BCRF (The Breast Cancer Research Foundation, USA). The BREast Oncology GAlician Network (BREOGAN) is funded by Acción Estratégica de Salud del Instituto de Salud Carlos III FIS PI12/02125/Cofinanciado FEDER; Acción Estratégica de Salud del Instituto de Salud Carlos III FIS Intrasalud (PI13/01136); Programa Grupos Emergentes, Cancer Genetics Unit, Instituto de Investigacion Biomedica Galicia Sur. Xerencia de Xestion Integrada de Vigo-SERGAS, Instituto de Salud Carlos III, Spain; Grant 10CSA012E, Consellería de Industria Programa Sectorial de Investigación Aplicada, PEME I + D e I + D Suma del Plan Gallego de Investigación, Desarrollo e Innovación Tecnológica de la Consellería de Industria de la Xunta de Galicia, Spain; Grant EC11-192. Fomento de la Investigación Clínica Independiente, Ministerio de Sanidad, Servicios Sociales e Igualdad, Spain; and Grant FEDER-Innterconecta. Ministerio de Economia y Competitividad, Xunta de Galicia, Spain. The BSUCH study was supported by the Dietmar-Hopp Foundation, the Helmholtz Society and the German Cancer Research Center (DKFZ). Sample collection and processing was funded in part by grants from the National Cancer Institute (NCI R01CA120120 and K24CA169004). CBCS is funded by the Canadian Cancer Society (grant # 313404) and the Canadian Institutes of Health Research. CCGP is supported by funding from the University of Crete. The CECILE study was supported by Fondation de France, Institut National du Cancer (INCa), Ligue Nationale contre le Cancer, Agence Nationale de Sécurité Sanitaire, de l’Alimentation, de l’Environnement et du Travail (ANSES), Agence Nationale de la Recherche (ANR). The CGPS was supported by the Chief Physician Johan Boserup and Lise Boserup Fund, the Danish Medical Research Council, and Herlev and Gentofte Hospital. The American Cancer Society funds the creation, maintenance, and updating of the CPS-II cohort. The CTS was initially supported by the California Breast Cancer Act of 1993 and the California Breast Cancer Research Fund (contract 97-10500) and is currently funded through the National Institutes of Health (R01 CA77398, K05 CA136967, UM1 CA164917, and U01 CA199277). Collection of cancer incidence data was supported by the California Department of Public Health as part of the statewide cancer reporting program mandated by California Health and Safety Code Section 103885. The University of Westminster curates the DietCompLyf database funded by Against Breast Cancer Registered Charity No. 1121258 and the NCRN. The coordination of EPIC is financially supported by the European Commission (DG-SANCO) and the International Agency for Research on Cancer. The national cohorts are supported by: Ligue Contre le Cancer, Institut Gustave Roussy, Mutuelle Générale de l’Education Nationale, Institut National de la Santé et de la Recherche Médicale (INSERM) (France); German Cancer Aid, German Cancer Research Center (DKFZ), Federal Ministry of Education and Research (BMBF) (Germany); the Hellenic Health Foundation, the Stavros Niarchos Foundation (Greece); Associazione Italiana per la Ricerca sul Cancro-AIRC-Italy and National Research Council (Italy); Dutch Ministry of Public Health, Welfare and Sports (VWS), Netherlands Cancer Registry (NKR), LK Research Funds, Dutch Prevention Funds, Dutch ZON (Zorg Onderzoek Nederland), World Cancer Research Fund (WCRF), Statistics Netherlands (The Netherlands); Health Research Fund (FIS), PI13/00061 to Granada, PI13/01162 to EPIC-Murcia, Regional Governments of Andalucía, Asturias, Basque Country, Murcia and Navarra, ISCIII RETIC (RD06/0020) (Spain); Cancer Research UK (14136 to EPIC-Norfolk; C570/A16491 and C8221/A19170 to EPIC-Oxford), Medical Research Council (1000143 to EPIC-Norfolk, MR/M012190/1 to EPIC-Oxford) (United Kingdom). The ESTHER study was supported by a grant from the Baden Württemberg Ministry of Science, Research and Arts. Additional cases were recruited in the context of the VERDI study, which was supported by a grant from the German Cancer Aid (Deutsche Krebshilfe). FHRISK is funded from NIHR grant PGfAR 0707-10031. The GC-HBOC (German Consortium of Hereditary Breast and Ovarian Cancer) is supported by the German Cancer Aid (grant no 110837, coordinator: Rita K. Schmutzler, Cologne). This work was also funded by the European Regional Development Fund and Free State of Saxony, Germany (LIFE - Leipzig Research Centre for Civilization Diseases, project numbers 713-241202, 713-241202, 14505/2470, 14575/2470). The GENICA was funded by the Federal Ministry of Education and Research (BMBF) Germany grants 01KW9975/5, 01KW9976/8, 01KW9977/0 and 01KW0114, the Robert Bosch Foundation, Stuttgart, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, the Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr University Bochum (IPA), Bochum, as well as the Department of Internal Medicine, Evangelische Kliniken Bonn gGmbH, Johanniter Krankenhaus, Bonn, Germany. The GEPARSIXTO study was conducted by the German Breast Group GmbH. The GESBC was supported by the Deutsche Krebshilfe e. V. [70492] and the German Cancer Research Center (DKFZ). The HABCS study was supported by the Claudia von Schilling Foundation for Breast Cancer Research, by the Lower Saxonian Cancer Society, and by the Rudolf Bartling Foundation. The HEBCS was financially supported by the Helsinki University Central Hospital Research Fund, Academy of Finland (266528), the Finnish Cancer Society, and the Sigrid Juselius Foundation. The HMBCS was supported by a grant from the German Research Foundation (Do 761/10-1). The HUBCS was supported by a grant from the German Federal Ministry of Research and Education (RUS08/017), and by the Russian Foundation for Basic Research and the Federal Agency for Scientific Organizations for support the Bioresource collections and RFBR grants 14-04-97088, 17-29-06014 and 17-44-020498. E.K was supported by the program for support the bioresource collections №007-030164/2 and study was performed as part of the assignment of the Ministry of Science and Higher Education of Russian Federation (№АААА-А16-116020350032-1). Financial support for KARBAC was provided through the regional agreement on medical training and clinical research (ALF) between Stockholm County Council and Karolinska Institutet, the Swedish Cancer Society, The Gustav V Jubilee foundation and Bert von Kantzows foundation. The KARMA study was supported by Märit and Hans Rausings Initiative Against Breast Cancer. The KBCP was financially supported by the special Government Funding (EVO) of Kuopio University Hospital grants, Cancer Fund of North Savo, the Finnish Cancer Organizations, and by the strategic funding of the University of Eastern Finland. LMBC is supported by the ‘Stichting tegen Kanker’. DL is supported by the FWO. The MABCS study is funded by the Research Centre for Genetic Engineering and Biotechnology “Georgi D. Efremov” and supported by the German Academic Exchange Program, DAAD. The MARIE study was supported by the Deutsche Krebshilfe e.V. [70-2892-BR I, 106332, 108253, 108419, 110826, 110828], the Hamburg Cancer Society, the German Cancer Research Center (DKFZ) and the Federal Ministry of Education and Research (BMBF) Germany [01KH0402]. MBCSG is supported by grants from the Italian Association for Cancer Research (AIRC) and by funds from the Italian citizens who allocated the 5/1000 share of their tax payment in support of the Fondazione IRCCS Istituto Nazionale Tumori, according to Italian laws (INT-Institutional strategic projects “5 × 1000”). The MCBCS was supported by the NIH grants CA192393, CA116167, CA176785 an NIH Specialized Program of Research Excellence (SPORE) in Breast Cancer [CA116201], and the Breast Cancer Research Foundation and a generous gift from the David F. and Margaret T. Grohne Family Foundation. MCCS cohort recruitment was funded by VicHealth and Cancer Council Victoria. The MCCS was further supported by Australian NHMRC grants 209057 and 396414, and by infrastructure provided by Cancer Council Victoria. Cases and their vital status were ascertained through the Victorian Cancer Registry (VCR) and the Australian Institute of Health and Welfare (AIHW), including the National Death Index and the Australian Cancer Database. The MEC was support by NIH grants CA63464, CA54281, CA098758, CA132839 and CA164973. The MISS study is supported by funding from ERC-2011-294576 Advanced grant, Swedish Cancer Society, Swedish Research Council, Local hospital funds, Berta Kamprad Foundation, Gunnar Nilsson. The MMHS study was supported by NIH grants CA97396, CA128931, CA116201, CA140286 and CA177150. MSKCC is supported by grants from the Breast Cancer Research Foundation and Robert and Kate Niehaus Clinical Cancer Genetics Initiative. The work of MTLGEBCS was supported by the Quebec Breast Cancer Foundation, the Canadian Institutes of Health Research for the “CIHR Team in Familial Risks of Breast Cancer” program – grant # CRN-87521 and the Ministry of Economic Development, Innovation and Export Trade – grant # PSR-SIIRI-701. The NBHS was supported by NIH grant R01CA100374. Biological sample preparation was conducted the Survey and Biospecimen Shared Resource, which is supported by P30 CA68485. The Northern California Breast Cancer Family Registry (NC-BCFR) and Ontario Familial Breast Cancer Registry (OFBCR) were supported by grant UM1 CA164920 from the National Cancer Institute (USA). The content of this manuscript does not necessarily reflect the views or policies of the National Cancer Institute or any of the collaborating centers in the Breast Cancer Family Registry (BCFR), nor does mention of trade names, commercial products, or organizations imply endorsement by the USA Government or the BCFR. The Carolina Breast Cancer Study was funded by Komen Foundation, the National Cancer Institute (P50 CA058223, U54 CA156733, U01 CA179715), and the North Carolina University Cancer Research Fund. The NHS was supported by NIH grants P01 CA87969, UM1 CA186107, and U19 CA148065. The NHS2 was supported by NIH grants UM1 CA176726 and U19 CA148065. The ORIGO study was supported by the Dutch Cancer Society (RUL 1997-1505) and the Biobanking and Biomolecular Resources Research Infrastructure (BBMRI-NL CP16). The PBCS was funded by Intramural Research Funds of the National Cancer Institute, Department of Health and Human Services, USA. Genotyping for PLCO was supported by the Intramural Research Program of the National Institutes of Health, NCI, Division of Cancer Epidemiology and Genetics. The PLCO is supported by the Intramural Research Program of the Division of Cancer Epidemiology and Genetics and supported by contracts from the Division of Cancer Prevention, National Cancer Institute, National Institutes of Health. The POSH study is funded by Cancer Research UK (grants C1275/A11699, C1275/C22524, C1275/A19187, C1275/A15956 and Breast Cancer Campaign 2010PR62, 2013PR044. PROCAS is funded from NIHR grant PGfAR 0707-10031. The RBCS was funded by the Dutch Cancer Society (DDHK 2004-3124, DDHK 2009-4318). SEARCH is funded by Cancer Research UK [C490/A10124, C490/A16561] and supported by the UK National Institute for Health Research Biomedical Research Centre at the University of Cambridge. The University of Cambridge has received salary support for PDPP from the NHS in the East of England through the Clinical Academic Reserve. The Sister Study (SISTER) is supported by the Intramural Research Program of the NIH, National Institute of Environmental Health Sciences (Z01-ES044005 and Z01-ES049033). The Two Sister Study (2SISTER) was supported by the Intramural Research Program of the NIH, National Institute of Environmental Health Sciences (Z01-ES044005 and Z01-ES102245), and, also by a grant from Susan G. Komen for the Cure, grant FAS0703856. SKKDKFZS is supported by the DKFZ. The SMC is funded by the Swedish Cancer Foundation and the Swedish Research Council [grant 2017-00644 for the Swedish Infrastructure for Medical Population-based Life-course Environmental Research (SIMPLER)]. The SZBCS is financially supported under the program of Minister of Science and Higher Education “Regional Initiative of Excellence” in years 2019-2022, Grant No 002/RID/2018/19. The TNBCC was supported by: a Specialized Program of Research Excellence (SPORE) in Breast Cancer (CA116201), a grant from the Breast Cancer Research Foundation, a generous gift from the David F. and Margaret T. Grohne Family Foundation. The UCIBCS component of this research was supported by the NIH [CA58860, CA92044] and the Lon V Smith Foundation [LVS39420]. The UKBGS is funded by Breast Cancer Now and the Institute of Cancer Research (ICR), London. ICR acknowledges NHS funding to the NIHR Biomedical Research Centre. The UKOPS study was funded by The Eve Appeal (The Oak Foundation) and supported by the National Institute for Health Research University College London Hospitals Biomedical Research Centre. The USRT Study was funded by Intramural Research Funds of the National Cancer Institute, Department of Health and Human Services, USA. CIMBA CIMBA: The CIMBA data management and data analysis were supported by Cancer Research – UK grants C12292/A20861, C12292/A11174. ACA is a Cancer Research -UK Senior Cancer Research Fellow. GCT and ABS are NHMRC Research Fellows. The PERSPECTIVE project was supported by the Government of Canada through Genome Canada and the Canadian Institutes of Health Research, the Ministry of Economy, Science and Innovation through Genome Québec, and The Quebec Breast Cancer Foundation. BCFR: UM1 CA164920 from the National Cancer Institute. The content of this manuscript does not necessarily reflect the views or policies of the National Cancer Institute or any of the collaborating centers in the Breast Cancer Family Registry (BCFR), nor does mention of trade names, commercial products, or organizations imply endorsement by the US Government or the BCFR. BFBOCC: Lithuania (BFBOCC-LT): Research Council of Lithuania grant SEN-18/2015 and Nr. P-MIP-19-164. BIDMC: Breast Cancer Research Foundation. BMBSA: Cancer Association of South Africa (PI Elizabeth J. van Rensburg). CNIO: Spanish Ministry of Health PI16/00440 supported by FEDER funds, the Spanish Ministry of Economy and Competitiveness (MINECO) SAF2014-57680-R and the Spanish Research Network on Rare diseases (CIBERER). COH-CCGCRN: Research reported in this publication was supported by the National Cancer Institute of the National Institutes of Health under grant number R25CA112486, and RC4CA153828 (PI: J. Weitzel) from the National Cancer Institute and the Office of the Director, National Institutes of Health. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. CONSIT TEAM: Associazione Italiana Ricerca sul Cancro (AIRC; IG2014 no.15547) to P. Radice. Funds from Italian citizens who allocated the 5 × 1000 share of their tax payment in support of the Fondazione IRCCS Istituto Nazionale Tumori, according to Italian laws (INT-Institutional strategic projects ‘5 × 1000’) to S. Manoukian. UNIROMA1: Italian Association for Cancer Research (AIRC; grant no. 21389) to L. Ottini. DFKZ: German Cancer Research Center. EMBRACE: Cancer Research UK Grants C1287/A10118 and C1287/A11990. D. Gareth Evans and Fiona Lalloo are supported by an NIHR grant to the Biomedical Research Centre, Manchester (IS-BRC-1215-20007). The Investigators at The Institute of Cancer Research and The Royal Marsden NHS Foundation Trust are supported by an NIHR grant to the Biomedical Research Centre at The Institute of Cancer Research and The Royal Marsden NHS Foundation Trust. Ros Eeles and Elizabeth Bancroft are supported by Cancer Research UK Grant C5047/A8385. Ros Eeles is also supported by NIHR support to the Biomedical Research Centre at The Institute of Cancer Research and The Royal Marsden NHS Foundation Trust. FCCC: NIH/NCI grant P30-CA006927. The University of Kansas Cancer Center (P30 CA168524) and the Kansas Bioscience Authority Eminent Scholar Program. A.K.G. was funded by R0 1CA140323, R01 CA214545, and by the Chancellors Distinguished Chair in Biomedical Sciences Professorship. Ana Vega is supported by the Spanish Health Research Foundation, Instituto de Salud Carlos III (ISCIII), partially supported by FEDER funds through Research Activity Intensification Program (contract grant numbers: INT15/00070, INT16/00154, INT17/00133), and through Centro de Investigación Biomédica en Red de Enferemdades Raras CIBERER (ACCI 2016: ER17P1AC7112/2018); Autonomous Government of Galicia (Consolidation and structuring program: IN607B), and by the Fundación Mutua Madrileña (call 2018). GC-HBOC: German Cancer Aid (grant no 110837, Rita K. Schmutzler) and the European Regional Development Fund and Free State of Saxony, Germany (LIFE - Leipzig Research Centre for Civilization Diseases, project numbers 713-241202, 713-241202, 14505/2470, 14575/2470). GEMO: Ligue Nationale Contre le Cancer; the Association “Le cancer du sein, parlons-en!” Award, the Canadian Institutes of Health Research for the “CIHR Team in Familial Risks of Breast Cancer” program, the French National Institute of Cancer (INCa) (grants AOR 01 082, 2013-1-BCB-01-ICH-1 and SHS-E-SP 18-015) and the Fondation ARC pour la recherche sur le cancer (grant PJA 20151203365). GEORGETOWN: the Survey, Recruitment and Biospecimen Shared Resource at Georgetown University (NIH/NCI grant P30-CA051008) and the Fisher Center for Hereditary Cancer and Clinical Genomics Research. HCSC: Spanish Ministry of Health PI15/00059, PI16/01292, and CB-161200301 CIBERONC from ISCIII (Spain), partially supported by European Regional Development FEDER funds. HEBCS: Helsinki University Hospital Research Fund, Academy of Finland (266528), the Finnish Cancer Society and the Sigrid Juselius Foundation. HEBON: the Dutch Cancer Society grants NKI1998-1854, NKI2004-3088, NKI2007-3756, the Netherlands Organization of Scientific Research grant NWO 91109024, the Pink Ribbon grants 110005 and 2014-187.WO76, the BBMRI grant NWO 184.021.007/CP46 and the Transcan grant JTC 2012 Cancer 12-054. HUNBOCS: Hungarian Research Grants KTIA-OTKA CK-80745 and NKFI_OTKA K-112228. HVH (University Hospital Vall d’Hebron) This work was supported by Spanish Instituto de Salud Carlos III (ISCIII) funding, an initiative of the Spanish Ministry of Economy and Innovation partially supported by European Regional Development FEDER Funds: FIS PI12/02585 and PI15/00355. ICO: The authors would like to particularly acknowledge the support of the Asociación Española Contra el Cáncer (AECC), the Instituto de Salud Carlos III (organismo adscrito al Ministerio de Economía y Competitividad) and “Fondo Europeo de Desarrollo Regional (FEDER), una manera de hacer Europa” (PI10/01422, PI13/00285, PIE13/00022, PI15/00854, PI16/00563, P18/01029, and CIBERONC) and the Institut Català de la Salut and Autonomous Government of Catalonia (2009SGR290, 2014SGR338, 2017SGR449, and PERIS Project MedPerCan), and CERCA program. IHCC: PBZ_KBN_122/P05/2004. ILUH: Icelandic Association “Walking for Breast Cancer Research” and by the Landspitali University Hospital Research Fund. INHERIT: Canadian Institutes of Health Research for the “CIHR Team in Familial Risks of Breast Cancer” program – grant # CRN-87521 and the Ministry of Economic Development, Innovation and Export Trade – grant # PSR-SIIRI-701. IOVHBOCS: Ministero della Salute and “5 × 1000” Istituto Oncologico Veneto grant. IPOBCS: Liga Portuguesa Contra o Cancro. kConFab: The National Breast Cancer Foundation, and previously by the National Health and Medical Research Council (NHMRC), the Queensland Cancer Fund, the Cancer Councils of New South Wales, Victoria, Tasmania and South Australia, and the Cancer Foundation of Western Australia. MAYO: NIH grants CA116167, CA192393 and CA176785, an NCI Specialized Program of Research Excellence (SPORE) in Breast Cancer (CA116201), and a grant from the Breast Cancer Research Foundation. MCGILL: Jewish General Hospital Weekend to End Breast Cancer, Quebec Ministry of Economic Development, Innovation and Export Trade. Marc Tischkowitz is supported by the funded by the European Union Seventh Framework Program (2007Y2013)/European Research Council (Grant No. 310018). MSKCC: the Breast Cancer Research Foundation, the Robert and Kate Niehaus Clinical Cancer Genetics Initiative, the Andrew Sabin Research Fund and a Cancer Center Support Grant/Core Grant (P30 CA008748). NCI: the Intramural Research Program of the US National Cancer Institute, NIH, and by support services contracts NO2-CP-11019-50, N02-CP-21013-63 and N02-CP-65504 with Westat, Inc, Rockville, MD. NNPIO: the Russian Foundation for Basic Research (grants 17-54-12007, 17-00-00171 and 18-515-45012). NRG Oncology: U10 CA180868, NRG SDMC grant U10 CA180822, NRG Administrative Office and the NRG Tissue Bank (CA 27469), the NRG Statistical and Data Center (CA 37517) and the Intramural Research Program, NCI. OSUCCG: was funded by the Ohio State University Comprehensive Cancer Center. PBCS: Italian Association of Cancer Research (AIRC) [IG 2013 N.14477] and Tuscany Institute for Tumors (ITT) grant 2014-2015-2016. SMC: the Israeli Cancer Association. SWE-BRCA: the Swedish Cancer Society. UCHICAGO: NCI Specialized Program of Research Excellence (SPORE) in Breast Cancer (CA125183), R01 CA142996, 1U01CA161032 and by the Ralph and Marion Falk Medical Research Trust, the Entertainment Industry Fund National Women’s Cancer Research Alliance and the Breast Cancer research Foundation. UCSF: UCSF Cancer Risk Program and Helen Diller Family Comprehensive Cancer Center. UKFOCR: Cancer Researc h UK. UPENN: National Institutes of Health (NIH) (R01-CA102776 and R01-CA083855; Breast Cancer Research Foundation; Susan G. Komen Foundation for the cure, Basser Research Center for BRCA. UPITT/MWH: Hackers for Hope Pittsburgh. VFCTG: Victorian Cancer Agency, Cancer Australia, National Breast Cancer Foundation. WCP: Dr Karlan is funded by the American Cancer Society Early Detection Professorship (SIOP-06-258-01-COUN) and the National Center for Advancing Translational Sciences (NCATS), Grant UL1TR000124.
Published: 2019

34. Associations of obesity and circulating insulin and glucose with breast cancer risk: a Mendelian randomization analysis

Author: Shu, X., Wu, L., Khankari, N.K., Shu, X.O., Wang, T.J., Michailidou, K., Bolla, M.K., Wang, Q., Dennis, J., Milne, R.L., Schmidt, M.K., Pharoah, P.D.P., Andrulis, I.L., Hunter, D.J., Simard, J., Easton, D.F., Zheng, W., Alicia, B.F.J., Anton-Culver, H., Antonenkova, N.N., Arndt, V., Aronson, K.J., Auer, P.L., Barrdahl, M., Baynes, C., Freeman, L.E.B., Beckmann, M.W., Behrens, S., Benitez, J., Bermisheva, M., Blomqvist, C., Bogdanova, N.V., Bojesen, S.E., Brauch, H., Brenner, H., Brinton, L., Broberg, P., Brucker, S.Y., Bruning, T., Burwinkel, B., Cai, Q.Y., Caldes, T., Canzian, F., Carter, B.D., Castelao, J.E., Chang-Claude, J., Chenevix-Trench, G., Cheng, T.Y.D., Clarke, C.L., Conroy, D.M., Couch, F.J., Cox, D.G., Cox, A., Cross, S.S., Cunningham, J.M., Czene, K., Daly, M.B., Doheny, K.F., Dork, T., dos-Santos-Silva, I., Dumont, M., Dunning, A.M., Dwek, M., Earp, H.S., Eccles, D.M., Eliassen, A.H., Engel, C., Eriksson, M., Evans, D.G., Fachal, L., Fasching, P.A., Figueroa, J., Fletcher, O., Flyger, H., Fritschi, L., Gabrielson, M., Gago-Dominguez, M., Gapstur, S.M., Garcia-Closas, M., Gaudet, M.M., Ghoussaini, M., Giles, G.G., Goldberg, M.S., Goldgar, D.E., Gonzalez-Neira, A., Guenel, P., Hahnen, E., Haiman, C.A., Hakansson, N., Hall, P., Hallberg, E., Hamann, U., Harrington, P., He, W., Hein, A., Hicks, B., Hillemanns, P., Hogervorst, F.B., Hollestelle, A., Hoover, R.N., Hopper, J.L., Howell, A., Huang, G., Jakubowska, A., Janni, W., John, E.M., Johnson, N., Jones, K., Jung, A., Kaaks, R., Kabisch, M., Kerin, M.J., Khusnutdinova, E., Kitahara, C.M., Kosma, V.M., Koutros, S., Kraft, P., Kristensen, V.N., Lambrechts, D., Marchand, L. le, Lindstrom, S., Linet, M.S., Lissowska, J., Loibl, S., Lubinski, J., Luccarini, C., Lux, M.P., Maishman, T., Kostovska, I.M., Mannermaa, A., Manoukian, S., Manson, J.E., Margolin, S., Mavroudis, D., Meijers-Heijboer, H., Meindl, A., Menon, U., Meyer, J., Mulligan, A.M., Neuhausen, S.L., Nevanlinna, H., Neven, P., Newman, W.T., Nielsen, S.F., Nordestgaard, B.G., Olopade, O.I., Olshan, A.F., Olson, J.E., Olsson, H., Olswol, C., Orr, N., Perou, C.M., Peto, J., Plaseska-Karanfilska, D., Prentice, R., Presneau, N., Pylkas, K., Rack, B., Radice, P., Rahman, N., Rennert, G., Rennert, H.S., Romero, A., Romm, J., Saloustros, E., Sandler, D.P., Sawyer, E.J., Schmutzler, R.K., Schneeweiss, A., Scott, R.J., Scott, C., Seal, S., Seynaeve, C., Smeets, A., Southey, M.C., Spinelli, J.J., Stone, J., Surowy, H., Swerdlow, A.J., Tamimi, R., Tapper, W., Taylor, J.A., Terry, M.B., Tessier, D.C., Thone, K., Tollenaar, R.A.E.M., Torres, D., Troester, M.A., Truong, T., Untch, M., Vachon, C., Berg, D. van den, Ouweland, A.M.W. van den, Veen, E.M. van, Vincent, D., Waisfisz, Q., Weinberg, C.R., Wendt, C., Whittemore, A.S., Wildiers, H., Winqvist, R., Wolk, A., Xia, L., Yang, X.H.R., Ziogas, A., Ziv, E., Breast Canc Assoc Consortium, NBCS Collaborators, and Clinical Genetics
Subjects: 0301 basic medicine, Oncology, medicine.medical_specialty, insulin, obesity, Epidemiology, medicine.medical_treatment, Mendelian randomization analysis, Type 2 diabetes, VARIANTS, 03 medical and health sciences, 0302 clinical medicine, Breast cancer, Waist–hip ratio, FATNESS, SDG 3 - Good Health and Well-being, Mendelian Randomization, Internal medicine, Diabetes mellitus, medicine, genetics, COHORT, 030212 general & internal medicine, glucose, Public, Environmental & Occupational Health, 2. Zero hunger, Science & Technology, business.industry, Insulin, Cancer, PATHWAYS, General Medicine, Odds ratio, INSTRUMENTS, medicine.disease, 3. Good health, BODY-MASS INDEX, INSIGHTS, 030104 developmental biology, FASTING PLASMA-GLUCOSE, business, Body mass index, Life Sciences & Biomedicine, RESISTANCE, EXPENDITURE
Abstract: Background In addition to the established association between general obesity and breast cancer risk, central obesity and circulating fasting insulin and glucose have been linked to the development of this common malignancy. Findings from previous studies, however, have been inconsistent, and the nature of the associations is unclear. Methods We conducted Mendelian randomization analyses to evaluate the association of breast cancer risk, using genetic instruments, with fasting insulin, fasting glucose, 2-h glucose, body mass index (BMI) and BMI-adjusted waist-hip-ratio (WHRadj BMI). We first confirmed the association of these instruments with type 2 diabetes risk in a large diabetes genome-wide association study consortium. We then investigated their associations with breast cancer risk using individual-level data obtained from 98 842 cases and 83 464 controls of European descent in the Breast Cancer Association Consortium. Results All sets of instruments were associated with risk of type 2 diabetes. Associations with breast cancer risk were found for genetically predicted fasting insulin [odds ratio (OR) = 1.71 per standard deviation (SD) increase, 95% confidence interval (CI) = 1.26-2.31, p = 5.09 × 10–4], 2-h glucose (OR = 1.80 per SD increase, 95% CI = 1.3 0-2.49, p = 4.02 × 10–4), BMI (OR = 0.70 per 5-unit increase, 95% CI = 0.65-0.76, p = 5.05 × 10–19) and WHRadj BMI (OR = 0.85, 95% CI = 0.79-0.91, p = 9.22 × 10–6). Stratified analyses showed that genetically predicted fasting insulin was more closely related to risk of estrogen-receptor [ER]-positive cancer, whereas the associations with instruments of 2-h glucose, BMI and WHRadj BMI were consistent regardless of age, menopausal status, estrogen receptor status and family history of breast cancer. Conclusions We confirmed the previously reported inverse association of genetically predicted BMI with breast cancer risk, and showed a positive association of genetically predicted fasting insulin and 2-h glucose and an inverse association of WHRadj BMI with breast cancer risk. Our study suggests that genetically determined obesity and glucose/insulin-related traits have an important role in the aetiology of breast cancer.
Published: 2019

35. The FANCM:p.Arg658* truncating variant is associated with risk of triple-negative breast cancer.

Author: Boutry-Kryza N., Rantala J., Rashid M.U., Rau-Murthy R., Rennert G., Lejbkowicz F., Rhenius V., Romero A., Rookus M.A., Ross E.A., Rossing M., Rudaitis V., Ruebner M., Saloustros E., Sanden K., Santamarina M., Scheuner M.T., Schmutzler R.K., Schneider M., Scott C., Senter L., Shah M., Sharma P., Shu X.-O., Simard J., Singer C.F., Sohn C., Soucy P., Southey M.C., Spinelli J.J., Steele L., Stoppa-Lyonnet D., Tapper W.J., Teixeira M.R., Terry M.B., Thomassen M., Thompson J., Thull D.L., Tischkowitz M., Tollenaar R.A.E.M., Torres D., Troester M.A., Truong T., Tung N., Untch M., Vachon C.M., van Rensburg E.J., van Veen E.M., Vega A., Viel A., Wappenschmidt B., Weitzel J.N., Wendt C., Wieme G., Wolk A., Yang X.R., Zheng W., Ziogas A., Zorn K.K., Dunning A.M., Lush M., Wang Q., McGuffog L., Parsons M.T., Pharoah P.D.P., Fostira F., Toland A.E., Andrulis I.L., Ramus S.J., Swerdlow A.J., Greene M.H., Chung W.K., Milne R.L., Chenevix-Trench G., Dork T., Schmidt M.K., Easton D.F., Radice P., Hahnen E., Antoniou A.C., Couch F.J., Nevanlinna H., Surralles J., Peterlongo P., Harris M., Figlioli G., Bogliolo M., Catucci I., Caleca L., Lasheras S.V., Pujol R., Kiiski J.I., Muranen T.A., Barnes D.R., Dennis J., Michailidou K., Bolla M.K., Leslie G., Aalfs C.M., Balleine R., Baxter R., Braye S., Carpenter J., Dahlstrom J., Forbes J., Lee C.S., Marsh D., Morey A., Pathmanathan N., Scott R., Simpson P., Spigelman A., Wilcken N., Yip D., Zeps N., Adank M.A., Adlard J., Agata S., Cadoo K., Agnarsson B.A., Ahearn T., Aittomaki K., Ambrosone C.B., Andrews L., Anton-Culver H., Antonenkova N.N., Arndt V., Arnold N., Aronson K.J., Arun B.K., Asseryanis E., Auber B., Auvinen P., Azzollini J., Balmana J., Barkardottir R.B., Barrowdale D., Barwell J., Beane Freeman L.E., Beauparlant C.J., Beckmann M.W., Behrens S., Benitez J., Berger R., Bermisheva M., Blanco A.M., Blomqvist C., Bogdanova N.V., Bojesen A., Bojesen S.E., Bonanni B., Borg A., Brady A.F., Brauch H., Brenner H., Bruning T., Burwinkel B., Buys S.S., Caldes T., Caliebe A., Caligo M.A., Campa D., Campbell I.G., Canzian F., Castelao J.E., Chang-Claude J., Chanock S.J., Claes K.B.M., Clarke C.L., Collavoli A., Conner T.A., Cox D.G., Cybulski C., Czene K., Daly M.B., de la Hoya M., Devilee P., Diez O., Ding Y.C., Dite G.S., Ditsch N., Domchek S.M., Dorfling C.M., dos-Santos-Silva I., Durda K., Dwek M., Eccles D.M., Ekici A.B., Eliassen A.H., Ellberg C., Eriksson M., Evans D.G., Fasching P.A., Figueroa J., Flyger H., Foulkes W.D., Friebel T.M., Friedman E., Gabrielson M., Gaddam P., Gago-Dominguez M., Gao C., Gapstur S.M., Garber J., Garcia-Closas M., Garcia-Saenz J.A., Gaudet M.M., Gayther S.A., Belotti M., Bertrand O., Birot A.-M., Buecher B., Caputo S., Dupre A., Fourme E., Gauthier-Villars M., Golmard L., Le Mentec M., Moncoutier V., de Pauw A., Saule C., Calender A., Giraud S., Leone M., Bressac-de-Paillerets B., Caron O., Guillaud-Bataille M., Bignon Y.-J., Uhrhammer N., Bonadona V., Lasset C., Berthet P., Castera L., Vaur D., Bourdon V., Nogues C., Noguchi T., Popovici C., Remenieras A., Sobol H., Coupier I., Pujol P., Adenis C., Dumont A., Revillion F., Muller D., Barouk-Simonet E., Bonnet F., Bubien V., Longy M., Sevenet N., Gladieff L., Guimbaud R., Feillel V., Toulas C., Dreyfus H., Leroux C.D., Peysselon M., Rebischung C., Legrand C., Baurand A., Bertolone G., Coron F., Faivre L., Jacquot C., Lizard S., Kientz C., Lebrun M., Prieur F., Fert-Ferrer S., Mari V., Venat-Bouvet L., Bezieau S., Delnatte C., Mortemousque I., Colas C., Coulet F., Soubrier F., Warcoin M., Bronner M., Sokolowska J., Collonge-Rame M.-A., Damette A., Gesta P., Lallaoui H., Chiesa J., Molina-Gomes D., Ingster O., Manouvrier-Hanu S., Lejeune S., Giles G.G., Glendon G., Godwin A.K., Goldberg M.S., Goldgar D.E., Guenel P., Gutierrez-Barrera A.M., Haeberle L., Haiman C.A., Hakansson N., Hall P., Hamann U., Harrington P.A., Hein A., Heyworth J., Hillemanns P., Hollestelle A., Hopper J.L., Hosgood H.D., Howell A., Hu C., Hulick P.J., Hunter D.J., Imyanitov E.N., Aghmesheh M., Greening S., Amor D., Gattas M., Botes L., Buckley M., Friedlander M., Koehler J., Meiser B., Saleh M., Salisbury E., Trainer A., Tucker K., Antill Y., Dobrovic A., Fellows A., Fox S., Nightingale S., Phillips K., Sambrook J., Thorne H., Armitage S., Arnold L., Kefford R., Kirk J., Rickard E., Bastick P., Beesley J., Hayward N., Spurdle A., Walker L., Beilby J., Saunders C., Bennett I., Blackburn A., Bogwitz M., Gaff C., Lindeman G., Pachter N., Sexton A., Visvader J., Taylor J., Winship I., Brennan M., Brown M., French J., Edwards S., Burgess M., Burke J., Patterson B., Butow P., Culling B., Caldon L., Callen D., Chauhan D., Eisenbruch M., Heiniger L., Chauhan M., Christian A., Dixon J., Kidd A., Cohen P., Colley A., Fenton G., Crook A., Dickson R., Field M., Cui J., Cummings M., Dawson S.-J., DeFazio A., Delatycki M., Dudding T., Edkins T., Farshid G., Flanagan J., Fong P., Forrest L., Gallego-Ortega D., George P., Gill G., Kollias J., Haan E., Hart S., Jenkins M., Hunt C., Lakhani S., Lipton L., Lobb L., Mann G., McLachlan S.A., O'Connell S., O'Sullivan S., Pieper E., Robinson B., Saunus J., Scott E., Shelling A., Williams R., Young M.A., Isaacs C., Jakimovska M., Jakubowska A., James P., Janavicius R., Janni W., John E.M., Jones M.E., Jung A., Kaaks R., Karlan B.Y., Khusnutdinova E., Kitahara C.M., Konstantopoulou I., Koutros S., Kraft P., Lambrechts D., Lazaro C., Le Marchand L., Lester J., Lesueur F., Lilyquist J., Loud J.T., Lu K.H., Luben R.N., Lubinski J., Mannermaa A., Manoochehri M., Manoukian S., Margolin S., Martens J.W.M., Maurer T., Mavroudis D., Mebirouk N., Meindl A., Menon U., Miller A., Montagna M., Nathanson K.L., Neuhausen S.L., Newman W.G., Nguyen-Dumont T., Nielsen F.C., Nielsen S., Nikitina-Zake L., Offit K., Olah E., Olopade O.I., Olshan A.F., Olson J.E., Olsson H., Osorio A., Ottini L., Peissel B., Peixoto A., Peto J., Plaseska-Karanfilska D., Pocza T., Presneau N., Pujana M.A., Punie K., Rack B., Boutry-Kryza N., Rantala J., Rashid M.U., Rau-Murthy R., Rennert G., Lejbkowicz F., Rhenius V., Romero A., Rookus M.A., Ross E.A., Rossing M., Rudaitis V., Ruebner M., Saloustros E., Sanden K., Santamarina M., Scheuner M.T., Schmutzler R.K., Schneider M., Scott C., Senter L., Shah M., Sharma P., Shu X.-O., Simard J., Singer C.F., Sohn C., Soucy P., Southey M.C., Spinelli J.J., Steele L., Stoppa-Lyonnet D., Tapper W.J., Teixeira M.R., Terry M.B., Thomassen M., Thompson J., Thull D.L., Tischkowitz M., Tollenaar R.A.E.M., Torres D., Troester M.A., Truong T., Tung N., Untch M., Vachon C.M., van Rensburg E.J., van Veen E.M., Vega A., Viel A., Wappenschmidt B., Weitzel J.N., Wendt C., Wieme G., Wolk A., Yang X.R., Zheng W., Ziogas A., Zorn K.K., Dunning A.M., Lush M., Wang Q., McGuffog L., Parsons M.T., Pharoah P.D.P., Fostira F., Toland A.E., Andrulis I.L., Ramus S.J., Swerdlow A.J., Greene M.H., Chung W.K., Milne R.L., Chenevix-Trench G., Dork T., Schmidt M.K., Easton D.F., Radice P., Hahnen E., Antoniou A.C., Couch F.J., Nevanlinna H., Surralles J., Peterlongo P., Harris M., Figlioli G., Bogliolo M., Catucci I., Caleca L., Lasheras S.V., Pujol R., Kiiski J.I., Muranen T.A., Barnes D.R., Dennis J., Michailidou K., Bolla M.K., Leslie G., Aalfs C.M., Balleine R., Baxter R., Braye S., Carpenter J., Dahlstrom J., Forbes J., Lee C.S., Marsh D., Morey A., Pathmanathan N., Scott R., Simpson P., Spigelman A., Wilcken N., Yip D., Zeps N., Adank M.A., Adlard J., Agata S., Cadoo K., Agnarsson B.A., Ahearn T., Aittomaki K., Ambrosone C.B., Andrews L., Anton-Culver H., Antonenkova N.N., Arndt V., Arnold N., Aronson K.J., Arun B.K., Asseryanis E., Auber B., Auvinen P., Azzollini J., Balmana J., Barkardottir R.B., Barrowdale D., Barwell J., Beane Freeman L.E., Beauparlant C.J., Beckmann M.W., Behrens S., Benitez J., Berger R., Bermisheva M., Blanco A.M., Blomqvist C., Bogdanova N.V., Bojesen A., Bojesen S.E., Bonanni B., Borg A., Brady A.F., Brauch H., Brenner H., Bruning T., Burwinkel B., Buys S.S., Caldes T., Caliebe A., Caligo M.A., Campa D., Campbell I.G., Canzian F., Castelao J.E., Chang-Claude J., Chanock S.J., Claes K.B.M., Clarke C.L., Collavoli A., Conner T.A., Cox D.G., Cybulski C., Czene K., Daly M.B., de la Hoya M., Devilee P., Diez O., Ding Y.C., Dite G.S., Ditsch N., Domchek S.M., Dorfling C.M., dos-Santos-Silva I., Durda K., Dwek M., Eccles D.M., Ekici A.B., Eliassen A.H., Ellberg C., Eriksson M., Evans D.G., Fasching P.A., Figueroa J., Flyger H., Foulkes W.D., Friebel T.M., Friedman E., Gabrielson M., Gaddam P., Gago-Dominguez M., Gao C., Gapstur S.M., Garber J., Garcia-Closas M., Garcia-Saenz J.A., Gaudet M.M., Gayther S.A., Belotti M., Bertrand O., Birot A.-M., Buecher B., Caputo S., Dupre A., Fourme E., Gauthier-Villars M., Golmard L., Le Mentec M., Moncoutier V., de Pauw A., Saule C., Calender A., Giraud S., Leone M., Bressac-de-Paillerets B., Caron O., Guillaud-Bataille M., Bignon Y.-J., Uhrhammer N., Bonadona V., Lasset C., Berthet P., Castera L., Vaur D., Bourdon V., Nogues C., Noguchi T., Popovici C., Remenieras A., Sobol H., Coupier I., Pujol P., Adenis C., Dumont A., Revillion F., Muller D., Barouk-Simonet E., Bonnet F., Bubien V., Longy M., Sevenet N., Gladieff L., Guimbaud R., Feillel V., Toulas C., Dreyfus H., Leroux C.D., Peysselon M., Rebischung C., Legrand C., Baurand A., Bertolone G., Coron F., Faivre L., Jacquot C., Lizard S., Kientz C., Lebrun M., Prieur F., Fert-Ferrer S., Mari V., Venat-Bouvet L., Bezieau S., Delnatte C., Mortemousque I., Colas C., Coulet F., Soubrier F., Warcoin M., Bronner M., Sokolowska J., Collonge-Rame M.-A., Damette A., Gesta P., Lallaoui H., Chiesa J., Molina-Gomes D., Ingster O., Manouvrier-Hanu S., Lejeune S., Giles G.G., Glendon G., Godwin A.K., Goldberg M.S., Goldgar D.E., Guenel P., Gutierrez-Barrera A.M., Haeberle L., Haiman C.A., Hakansson N., Hall P., Hamann U., Harrington P.A., Hein A., Heyworth J., Hillemanns P., Hollestelle A., Hopper J.L., Hosgood H.D., Howell A., Hu C., Hulick P.J., Hunter D.J., Imyanitov E.N., Aghmesheh M., Greening S., Amor D., Gattas M., Botes L., Buckley M., Friedlander M., Koehler J., Meiser B., Saleh M., Salisbury E., Trainer A., Tucker K., Antill Y., Dobrovic A., Fellows A., Fox S., Nightingale S., Phillips K., Sambrook J., Thorne H., Armitage S., Arnold L., Kefford R., Kirk J., Rickard E., Bastick P., Beesley J., Hayward N., Spurdle A., Walker L., Beilby J., Saunders C., Bennett I., Blackburn A., Bogwitz M., Gaff C., Lindeman G., Pachter N., Sexton A., Visvader J., Taylor J., Winship I., Brennan M., Brown M., French J., Edwards S., Burgess M., Burke J., Patterson B., Butow P., Culling B., Caldon L., Callen D., Chauhan D., Eisenbruch M., Heiniger L., Chauhan M., Christian A., Dixon J., Kidd A., Cohen P., Colley A., Fenton G., Crook A., Dickson R., Field M., Cui J., Cummings M., Dawson S.-J., DeFazio A., Delatycki M., Dudding T., Edkins T., Farshid G., Flanagan J., Fong P., Forrest L., Gallego-Ortega D., George P., Gill G., Kollias J., Haan E., Hart S., Jenkins M., Hunt C., Lakhani S., Lipton L., Lobb L., Mann G., McLachlan S.A., O'Connell S., O'Sullivan S., Pieper E., Robinson B., Saunus J., Scott E., Shelling A., Williams R., Young M.A., Isaacs C., Jakimovska M., Jakubowska A., James P., Janavicius R., Janni W., John E.M., Jones M.E., Jung A., Kaaks R., Karlan B.Y., Khusnutdinova E., Kitahara C.M., Konstantopoulou I., Koutros S., Kraft P., Lambrechts D., Lazaro C., Le Marchand L., Lester J., Lesueur F., Lilyquist J., Loud J.T., Lu K.H., Luben R.N., Lubinski J., Mannermaa A., Manoochehri M., Manoukian S., Margolin S., Martens J.W.M., Maurer T., Mavroudis D., Mebirouk N., Meindl A., Menon U., Miller A., Montagna M., Nathanson K.L., Neuhausen S.L., Newman W.G., Nguyen-Dumont T., Nielsen F.C., Nielsen S., Nikitina-Zake L., Offit K., Olah E., Olopade O.I., Olshan A.F., Olson J.E., Olsson H., Osorio A., Ottini L., Peissel B., Peixoto A., Peto J., Plaseska-Karanfilska D., Pocza T., Presneau N., Pujana M.A., Punie K., and Rack B.
Abstract: Breast cancer is a common disease partially caused by genetic risk factors. Germline pathogenic variants in DNA repair genes BRCA1, BRCA2, PALB2, ATM, and CHEK2 are associated with breast cancer risk. FANCM, which encodes for a DNA translocase, has been proposed as a breast cancer predisposition gene, with greater effects for the ER-negative and triple-negative breast cancer (TNBC) subtypes. We tested the three recurrent protein-truncating variants FANCM:p.Arg658*, p.Gln1701*, and p.Arg1931* for association with breast cancer risk in 67,112 cases, 53,766 controls, and 26,662 carriers of pathogenic variants of BRCA1 or BRCA2. These three variants were also studied functionally by measuring survival and chromosome fragility in FANCM-/- patient-derived immortalized fibroblasts treated with diepoxybutane or olaparib. We observed that FANCM:p.Arg658* was associated with increased risk of ER-negative disease and TNBC (OR = 2.44, P = 0.034 and OR = 3.79; P = 0.009, respectively). In a country-restricted analysis, we confirmed the associations detected for FANCM:p.Arg658* and found that also FANCM:p.Arg1931* was associated with ER-negative breast cancer risk (OR = 1.96; P = 0.006). The functional results indicated that all three variants were deleterious affecting cell survival and chromosome stability with FANCM:p.Arg658* causing more severe phenotypes. In conclusion, we confirmed that the two rare FANCM deleterious variants p.Arg658* and p.Arg1931* are risk factors for ER-negative and TNBC subtypes. Overall our data suggest that the effect of truncating variants on breast cancer risk may depend on their position in the gene. Cell sensitivity to olaparib exposure, identifies a possible therapeutic option to treat FANCM-associated tumors.Copyright © 2019, The Author(s).
Published: 2019

36. Genome-wide association study of germline variants and breast cancer-specific mortality.

Author: Garcia-Closas M., Moreno F., Mulligan A.M., Mulot C., Nassir R., Neuhausen S.L., Newman W.T., Nielsen S.F., Nordestgaard B.G., Norman A., Olsson H., Orr N., Pankratz V.S., Park-Simon T.-W., Perez J.I.A., Perez-Barrios C., Peterlongo P., Petridis C., Pinchev M., Prajzendanc K., Prentice R., Presneau N., Prokofieva D., Pylkas K., Rack B., Radice P., Ramachandran D., Rennert G., Rennert H.S., Rhenius V., Romero A., Roylance R., Saloustros E., Sawyer E.J., Schmidt D.F., Schmutzler R.K., Schneeweiss A., Schoemaker M.J., Schumacher F., Schwentner L., Scott R.J., Scott C., Seynaeve C., Shah M., Simard J., Smeets A., Sohn C., Southey M.C., Swerdlow A.J., Talhouk A., Tamimi R.M., Tapper W.J., Teixeira M.R., Tengstrom M., Terry M.B., Thone K., Tollenaar R.A.E.M., Tomlinson I., Torres D., Truong T., Turman C., Turnbull C., Ulmer H.-U., Untch M., Vachon C., van Asperen C.J., van den Ouweland A.M.W., van Veen E.M., Wendt C., Whittemore A.S., Willett W., Winqvist R., Wolk A., Yang X.R., Zhang Y., Easton D.F., Fasching P.A., Nevanlinna H., Eccles D.M., Pharoah P.D.P., Schmidt M.K., Escala-Garcia M., Guo Q., Dork T., Canisius S., Keeman R., Dennis J., Beesley J., Lecarpentier J., Bolla M.K., Wang Q., Abraham J., Andrulis I.L., Anton-Culver H., Arndt V., Auer P.L., Beckmann M.W., Behrens S., Benitez J., Bermisheva M., Bernstein L., Blomqvist C., Boeckx B., Bojesen S.E., Bonanni B., Borresen-Dale A.-L., Brauch H., Brenner H., Brentnall A., Brinton L., Broberg P., Brock I.W., Brucker S.Y., Burwinkel B., Caldas C., Caldes T., Campa D., Canzian F., Carracedo A., Carter B.D., Castelao J.E., Chang-Claude J., Chanock S.J., Chenevix-Trench G., Cheng T.-Y.D., Chin S.-F., Clarke C.L., Cordina-Duverger E., Couch F.J., Cox D.G., Cox A., Cross S.S., Czene K., Daly M.B., Devilee P., Dunn J.A., Dunning A.M., Durcan L., Dwek M., Earl H.M., Ekici A.B., Eliassen A.H., Ellberg C., Engel C., Eriksson M., Evans D.G., Figueroa J., Flesch-Janys D., Flyger H., Gabrielson M., Gago-Dominguez M., Galle E., Gapstur S.M., Garcia-Saenz J.A., Gaudet M.M., George A., Georgoulias V., Giles G.G., Glendon G., Goldgar D.E., Gonzalez-Neira A., Alnaes G.I.G., Grip M., Guenel P., Haeberle L., Hahnen E., Haiman C.A., Hakansson N., Hall P., Hamann U., Hankinson S., Harkness E.F., Harrington P.A., Hart S.N., Hartikainen J.M., Hein A., Hillemanns P., Hiller L., Holleczek B., Hollestelle A., Hooning M.J., Hoover R.N., Hopper J.L., Howell A., Huang G., Humphreys K., Hunter D.J., Janni W., John E.M., Jones M.E., Jukkola-Vuorinen A., Jung A., Kaaks R., Kabisch M., Kaczmarek K., Kerin M.J., Khan S., Khusnutdinova E., Kiiski J.I., Kitahara C.M., Knight J.A., Ko Y.-D., Koppert L.B., Kosma V.-M., Kraft P., Kristensen V.N., Kruger U., Kuhl T., Lambrechts D., Le Marchand L., Lee E., Lejbkowicz F., Li L., Lindblom A., Lindstrom S., Linet M., Lissowska J., Lo W.-Y., Loibl S., Lubinski J., Lux M.P., MacInnis R.J., Maierthaler M., Maishman T., Makalic E., Mannermaa A., Manoochehri M., Manoukian S., Margolin S., Martinez M.E., Mavroudis D., McLean C., Meindl A., Middha P., Miller N., Milne R.L., Garcia-Closas M., Moreno F., Mulligan A.M., Mulot C., Nassir R., Neuhausen S.L., Newman W.T., Nielsen S.F., Nordestgaard B.G., Norman A., Olsson H., Orr N., Pankratz V.S., Park-Simon T.-W., Perez J.I.A., Perez-Barrios C., Peterlongo P., Petridis C., Pinchev M., Prajzendanc K., Prentice R., Presneau N., Prokofieva D., Pylkas K., Rack B., Radice P., Ramachandran D., Rennert G., Rennert H.S., Rhenius V., Romero A., Roylance R., Saloustros E., Sawyer E.J., Schmidt D.F., Schmutzler R.K., Schneeweiss A., Schoemaker M.J., Schumacher F., Schwentner L., Scott R.J., Scott C., Seynaeve C., Shah M., Simard J., Smeets A., Sohn C., Southey M.C., Swerdlow A.J., Talhouk A., Tamimi R.M., Tapper W.J., Teixeira M.R., Tengstrom M., Terry M.B., Thone K., Tollenaar R.A.E.M., Tomlinson I., Torres D., Truong T., Turman C., Turnbull C., Ulmer H.-U., Untch M., Vachon C., van Asperen C.J., van den Ouweland A.M.W., van Veen E.M., Wendt C., Whittemore A.S., Willett W., Winqvist R., Wolk A., Yang X.R., Zhang Y., Easton D.F., Fasching P.A., Nevanlinna H., Eccles D.M., Pharoah P.D.P., Schmidt M.K., Escala-Garcia M., Guo Q., Dork T., Canisius S., Keeman R., Dennis J., Beesley J., Lecarpentier J., Bolla M.K., Wang Q., Abraham J., Andrulis I.L., Anton-Culver H., Arndt V., Auer P.L., Beckmann M.W., Behrens S., Benitez J., Bermisheva M., Bernstein L., Blomqvist C., Boeckx B., Bojesen S.E., Bonanni B., Borresen-Dale A.-L., Brauch H., Brenner H., Brentnall A., Brinton L., Broberg P., Brock I.W., Brucker S.Y., Burwinkel B., Caldas C., Caldes T., Campa D., Canzian F., Carracedo A., Carter B.D., Castelao J.E., Chang-Claude J., Chanock S.J., Chenevix-Trench G., Cheng T.-Y.D., Chin S.-F., Clarke C.L., Cordina-Duverger E., Couch F.J., Cox D.G., Cox A., Cross S.S., Czene K., Daly M.B., Devilee P., Dunn J.A., Dunning A.M., Durcan L., Dwek M., Earl H.M., Ekici A.B., Eliassen A.H., Ellberg C., Engel C., Eriksson M., Evans D.G., Figueroa J., Flesch-Janys D., Flyger H., Gabrielson M., Gago-Dominguez M., Galle E., Gapstur S.M., Garcia-Saenz J.A., Gaudet M.M., George A., Georgoulias V., Giles G.G., Glendon G., Goldgar D.E., Gonzalez-Neira A., Alnaes G.I.G., Grip M., Guenel P., Haeberle L., Hahnen E., Haiman C.A., Hakansson N., Hall P., Hamann U., Hankinson S., Harkness E.F., Harrington P.A., Hart S.N., Hartikainen J.M., Hein A., Hillemanns P., Hiller L., Holleczek B., Hollestelle A., Hooning M.J., Hoover R.N., Hopper J.L., Howell A., Huang G., Humphreys K., Hunter D.J., Janni W., John E.M., Jones M.E., Jukkola-Vuorinen A., Jung A., Kaaks R., Kabisch M., Kaczmarek K., Kerin M.J., Khan S., Khusnutdinova E., Kiiski J.I., Kitahara C.M., Knight J.A., Ko Y.-D., Koppert L.B., Kosma V.-M., Kraft P., Kristensen V.N., Kruger U., Kuhl T., Lambrechts D., Le Marchand L., Lee E., Lejbkowicz F., Li L., Lindblom A., Lindstrom S., Linet M., Lissowska J., Lo W.-Y., Loibl S., Lubinski J., Lux M.P., MacInnis R.J., Maierthaler M., Maishman T., Makalic E., Mannermaa A., Manoochehri M., Manoukian S., Margolin S., Martinez M.E., Mavroudis D., McLean C., Meindl A., Middha P., Miller N., and Milne R.L.
Abstract: Background: We examined the associations between germline variants and breast cancer mortality using a large meta-analysis of women of European ancestry. Method(s): Meta-analyses included summary estimates based on Cox models of twelve datasets using ~10.4 million variants for 96,661 women with breast cancer and 7697 events (breast cancer-specific deaths). Oestrogen receptor (ER)-specific analyses were based on 64,171 ER-positive (4116) and 16,172 ER-negative (2125) patients. We evaluated the probability of a signal to be a true positive using the Bayesian false discovery probability (BFDP). Result(s): We did not find any variant associated with breast cancer-specific mortality at P < 5 x 10-8. For ER-positive disease, the most significantly associated variant was chr7:rs4717568 (BFDP = 7%, P = 1.28 x 10-7, hazard ratio [HR] = 0.88, 95% confidence interval [CI] = 0.84-0.92); the closest gene is AUTS2. For ER-negative disease, the most significant variant was chr7:rs67918676 (BFDP = 11%, P = 1.38 x 10-7, HR = 1.27, 95% CI = 1.16-1.39); located within a long intergenic non-coding RNA gene (AC004009.3), close to the HOXA gene cluster. Conclusion(s): We uncovered germline variants on chromosome 7 at BFDP < 15% close to genes for which there is biological evidence related to breast cancer outcome. However, the paucity of variants associated with mortality at genome-wide significance underpins the challenge in providing genetic-based individualised prognostic information for breast cancer patients.Copyright © 2019, The Author(s).
Published: 2019

37. Genome-wide association and transcriptome studies identify target genes and risk loci for breast cancer.

Author: Herold N., Rantala J., Rennert G., Risch H.A., Saloustros E., Sanden K., Sawyer E.J., Schmidt M.K., Schmutzler R.K., Sharma P., Shu X.-O., Simard J., Singer C.F., Soucy P., Southey M.C., Spinelli J.J., Spurdle A.B., Stone J., Swerdlow A.J., Tapper W.J., Taylor J.A., Teixeira M.R., Terry M.B., Teule A., Thomassen M., Thone K., Thull D.L., Tischkowitz M., Toland A.E., Torres D., Truong T., Tung N., Vachon C.M., van Asperen C.J., van den Ouweland A.M.W., van Rensburg E.J., Vega A., Viel A., Wang Q., Wappenschmidt B., Weitzel J.N., Wendt C., Winqvist R., Yang X.R., Yannoukakos D., Ziogas A., Kraft P., Antoniou A.C., Zheng W., Easton D.F., Milne R.L., Beesley J., Chenevix-Trench G., Ferreira M.A., Gamazon E.R., Al-Ejeh F., Aittomaki K., Andrulis I.L., Anton-Culver H., Arason A., Arndt V., Aronson K.J., Arun B.K., Asseryanis E., Azzollini J., Balmana J., Barnes D.R., Barrowdale D., Beckmann M.W., Behrens S., Benitez J., Bermisheva M., Bialkowska K., Blomqvist C., Bogdanova N.V., Bojesen S.E., Bolla M.K., Borg A., Brauch H., Brenner H., Broeks A., Burwinkel B., Caldes T., Caligo M.A., Campa D., Campbell I., Canzian F., Carter J., Carter B.D., Castelao J.E., Chang-Claude J., Chanock S.J., Christiansen H., Chung W.K., Claes K.B.M., Clarke C.L., Adlard J., Ahmed M., Barwell J., Brady A., Brewer C., Cook J., Davidson R., Donaldson A., Eason J., Eeles R., Evans D.G., Gregory H., Hanson H., Henderson A., Hodgson S., Izatt L., Kennedy M.J., Lalloo F., Miller C., Morrison P.J., Ong K.-R., Perkins J., Porteous M.E., Rogers M.T., Side L.E., Snape K., Walker L., Harrington P.A., Arnold N., Auber B., Bogdanova-Markov N., Borde J., Caliebe A., Ditsch N., Dworniczak B., Engert S., Faust U., Gehrig A., Hahnen E., Hauke J., Hentschel J., Honisch E., Just W., Kast K., Larsen M., Lemke J., Nguyen H.P., Niederacher D., Ott C.-E., Platzer K., Pohl-Rescigno E., Ramser J., Rhiem K., Steinemann D., Sutter C., Varon-Mateeva R., Wang-Gohrke S., Weber B.H.F., Prieur F., Pujol P., Sagne C., Sevenet N., Sobol H., Sokolowska J., Stoppa-Lyonnet D., Venat-Bouvet L., Couch F.J., Cox A., Cross S.S., Czene K., Daly M.B., de la Hoya M., Dennis J., Devilee P., Diez O., Dork T., Dunning A.M., Dwek M., Eccles D.M., Ejlertsen B., Ellberg C., Engel C., Eriksson M., Fasching P.A., Fletcher O., Flyger H., Friedman E., Frost D., Gabrielson M., Gago-Dominguez M., Ganz P.A., Gapstur S.M., Garber J., Garcia-Closas M., Garcia-Saenz J.A., Gaudet M.M., Giles G.G., Glendon G., Godwin A.K., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Greene M.H., Gronwald J., Guenel P., Haiman C.A., Hall P., Hamann U., He W., Heyworth J., Hogervorst F.B.L., Hollestelle A., Hoover R.N., Hopper J.L., Hulick P.J., Humphreys K., Imyanitov E.N., Balleine R., Baxter R., Braye S., Carpenter J., Dahlstrom J., Forbes J., Lee S.C., Marsh D., Morey A., Pathmanathan N., Simpson P., Spigelman A., Wilcken N., Yip D., Heemskerk-Gerritsen B.A.M., Rookus M.A., Seynaeve C.M., van der Baan F.H., van der Hout A.H., van der Kolk L.E., van der Luijt R.B., van Deurzen C.H.M., van Doorn H.C., van Engelen K., van Hest L., van Os T.A.M., Verhoef S., Vogel M.J., Wijnen J.T., Miron A., Kapuscinski M., Bane A., Ross E., Buys S.S., Conner T.A., Isaacs C., Jakimovska M., Jakubowska A., James P.A., Janavicius R., Jankowitz R.C., John E.M., Johnson N., Joseph V., Karlan B.Y., Khusnutdinova E., Kiiski J.I., Ko Y.-D., Jones M.E., Konstantopoulou I., Kristensen V.N., Laitman Y., Lambrechts D., Lazaro C., Leslie G., Lester J., Lesueur F., Lindstrom S., Long J., Loud J.T., Lubinski J., Makalic E., Mannermaa A., Manoochehri M., Margolin S., Maurer T., Mavroudis D., McGuffog L., Meindl A., Menon U., Michailidou K., Miller A., Montagna M., Moreno F., Moserle L., Mulligan A.M., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Nevelsteen I., Nielsen F.C., Nikitina-Zake L., Nussbaum R.L., Offit K., Olah E., Olopade O.I., Olsson H., Osorio A., Papp J., Park-Simon T.-W., Parsons M.T., Pedersen I.S., Peixoto A., Peterlongo P., Pharoah P.D.P., Plaseska-Karanfilska D., Poppe B., Presneau N., Radice P., Herold N., Rantala J., Rennert G., Risch H.A., Saloustros E., Sanden K., Sawyer E.J., Schmidt M.K., Schmutzler R.K., Sharma P., Shu X.-O., Simard J., Singer C.F., Soucy P., Southey M.C., Spinelli J.J., Spurdle A.B., Stone J., Swerdlow A.J., Tapper W.J., Taylor J.A., Teixeira M.R., Terry M.B., Teule A., Thomassen M., Thone K., Thull D.L., Tischkowitz M., Toland A.E., Torres D., Truong T., Tung N., Vachon C.M., van Asperen C.J., van den Ouweland A.M.W., van Rensburg E.J., Vega A., Viel A., Wang Q., Wappenschmidt B., Weitzel J.N., Wendt C., Winqvist R., Yang X.R., Yannoukakos D., Ziogas A., Kraft P., Antoniou A.C., Zheng W., Easton D.F., Milne R.L., Beesley J., Chenevix-Trench G., Ferreira M.A., Gamazon E.R., Al-Ejeh F., Aittomaki K., Andrulis I.L., Anton-Culver H., Arason A., Arndt V., Aronson K.J., Arun B.K., Asseryanis E., Azzollini J., Balmana J., Barnes D.R., Barrowdale D., Beckmann M.W., Behrens S., Benitez J., Bermisheva M., Bialkowska K., Blomqvist C., Bogdanova N.V., Bojesen S.E., Bolla M.K., Borg A., Brauch H., Brenner H., Broeks A., Burwinkel B., Caldes T., Caligo M.A., Campa D., Campbell I., Canzian F., Carter J., Carter B.D., Castelao J.E., Chang-Claude J., Chanock S.J., Christiansen H., Chung W.K., Claes K.B.M., Clarke C.L., Adlard J., Ahmed M., Barwell J., Brady A., Brewer C., Cook J., Davidson R., Donaldson A., Eason J., Eeles R., Evans D.G., Gregory H., Hanson H., Henderson A., Hodgson S., Izatt L., Kennedy M.J., Lalloo F., Miller C., Morrison P.J., Ong K.-R., Perkins J., Porteous M.E., Rogers M.T., Side L.E., Snape K., Walker L., Harrington P.A., Arnold N., Auber B., Bogdanova-Markov N., Borde J., Caliebe A., Ditsch N., Dworniczak B., Engert S., Faust U., Gehrig A., Hahnen E., Hauke J., Hentschel J., Honisch E., Just W., Kast K., Larsen M., Lemke J., Nguyen H.P., Niederacher D., Ott C.-E., Platzer K., Pohl-Rescigno E., Ramser J., Rhiem K., Steinemann D., Sutter C., Varon-Mateeva R., Wang-Gohrke S., Weber B.H.F., Prieur F., Pujol P., Sagne C., Sevenet N., Sobol H., Sokolowska J., Stoppa-Lyonnet D., Venat-Bouvet L., Couch F.J., Cox A., Cross S.S., Czene K., Daly M.B., de la Hoya M., Dennis J., Devilee P., Diez O., Dork T., Dunning A.M., Dwek M., Eccles D.M., Ejlertsen B., Ellberg C., Engel C., Eriksson M., Fasching P.A., Fletcher O., Flyger H., Friedman E., Frost D., Gabrielson M., Gago-Dominguez M., Ganz P.A., Gapstur S.M., Garber J., Garcia-Closas M., Garcia-Saenz J.A., Gaudet M.M., Giles G.G., Glendon G., Godwin A.K., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Greene M.H., Gronwald J., Guenel P., Haiman C.A., Hall P., Hamann U., He W., Heyworth J., Hogervorst F.B.L., Hollestelle A., Hoover R.N., Hopper J.L., Hulick P.J., Humphreys K., Imyanitov E.N., Balleine R., Baxter R., Braye S., Carpenter J., Dahlstrom J., Forbes J., Lee S.C., Marsh D., Morey A., Pathmanathan N., Simpson P., Spigelman A., Wilcken N., Yip D., Heemskerk-Gerritsen B.A.M., Rookus M.A., Seynaeve C.M., van der Baan F.H., van der Hout A.H., van der Kolk L.E., van der Luijt R.B., van Deurzen C.H.M., van Doorn H.C., van Engelen K., van Hest L., van Os T.A.M., Verhoef S., Vogel M.J., Wijnen J.T., Miron A., Kapuscinski M., Bane A., Ross E., Buys S.S., Conner T.A., Isaacs C., Jakimovska M., Jakubowska A., James P.A., Janavicius R., Jankowitz R.C., John E.M., Johnson N., Joseph V., Karlan B.Y., Khusnutdinova E., Kiiski J.I., Ko Y.-D., Jones M.E., Konstantopoulou I., Kristensen V.N., Laitman Y., Lambrechts D., Lazaro C., Leslie G., Lester J., Lesueur F., Lindstrom S., Long J., Loud J.T., Lubinski J., Makalic E., Mannermaa A., Manoochehri M., Margolin S., Maurer T., Mavroudis D., McGuffog L., Meindl A., Menon U., Michailidou K., Miller A., Montagna M., Moreno F., Moserle L., Mulligan A.M., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Nevelsteen I., Nielsen F.C., Nikitina-Zake L., Nussbaum R.L., Offit K., Olah E., Olopade O.I., Olsson H., Osorio A., Papp J., Park-Simon T.-W., Parsons M.T., Pedersen I.S., Peixoto A., Peterlongo P., Pharoah P.D.P., Plaseska-Karanfilska D., Poppe B., Presneau N., and Radice P.
Abstract: Genome-wide association studies (GWAS) have identified more than 170 breast cancer susceptibility loci. Here we hypothesize that some risk-associated variants might act in non-breast tissues, specifically adipose tissue and immune cells from blood and spleen. Using expression quantitative trait loci (eQTL) reported in these tissues, we identify 26 previously unreported, likely target genes of overall breast cancer risk variants, and 17 for estrogen receptor (ER)-negative breast cancer, several with a known immune function. We determine the directional effect of gene expression on disease risk measured based on single and multiple eQTL. In addition, using a gene-based test of association that considers eQTL from multiple tissues, we identify seven (and four) regions with variants associated with overall (and ER-negative) breast cancer risk, which were not reported in previous GWAS. Further investigation of the function of the implicated genes in breast and immune cells may provide insights into the etiology of breast cancer.Copyright © 2019, The Author(s).
Published: 2019

38. Polygenic Risk Scores for Prediction of Breast Cancer and Breast Cancer Subtypes.

Author: Giles G.G., Bonanni B., Pinchev M., Plaseska-Karanfilska D., Polley E.C., Prentice R., Presneau N., Prokofyeva D., Purrington K., Pylkas K., Rack B., Radice P., Rau-Murthy R., Rennert G., Rennert H.S., Rhenius V., Robson M., Romero A., Ruddy K.J., Ruebner M., Saloustros E., Sandler D.P., Sawyer E.J., Schmidt D.F., Schmutzler R.K., Schneeweiss A., Schoemaker M.J., Schumacher F., Schurmann P., Schwentner L., Scott C., Scott R.J., Seynaeve C., Shah M., Sherman M.E., Shrubsole M.J., Shu X.-O., Slager S., Smeets A., Sohn C., Soucy P., Southey M.C., Spinelli J.J., Stegmaier C., Stone J., Swerdlow A.J., Tamimi R.M., Tapper W.J., Taylor J.A., Terry M.B., Thone K., Tollenaar R.A.E.M., Tomlinson I., Truong T., Tzardi M., Ulmer H.-U., Untch M., Vachon C.M., van Veen E.M., Vijai J., Weinberg C.R., Wendt C., Whittemore A.S., Wildiers H., Willett W., Winqvist R., Wolk A., Yang X.R., Yannoukakos D., Zhang Y., Zheng W., Ziogas A., Dunning A.M., Thompson D.J., Chenevix-Trench G., Chang-Claude J., Schmidt M.K., Hall P., Milne R.L., Pharoah P.D.P., Antoniou A.C., Chatterjee N., Kraft P., Garcia-Closas M., Simard J., Easton D.F., Allen J., Mavaddat N., Michailidou K., Dennis J., Lush M., Fachal L., Lee A., Tyrer J.P., Chen T.-H., Wang Q., Bolla M.K., Yang X., Adank M.A., Ahearn T., Aittomaki K., Andrulis I.L., Anton-Culver H., Antonenkova N.N., Arndt V., Aronson K.J., Auer P.L., Auvinen P., Barrdahl M., Beane Freeman L.E., Beckmann M.W., Behrens S., Benitez J., Bermisheva M., Bernstein L., Blomqvist C., Bogdanova N.V., Bojesen S.E., Borresen-Dale A.-L., Brauch H., Bremer M., Brenner H., Brentnall A., Brock I.W., Brooks-Wilson A., Brucker S.Y., Bruning T., Burwinkel B., Campa D., Carter B.D., Castelao J.E., Chanock S.J., Chlebowski R., Christiansen H., Clarke C.L., Collee J.M., Cordina-Duverger E., Cornelissen S., Couch F.J., Cox A., Cross S.S., Czene K., Daly M.B., Devilee P., Dork T., dos-Santos-Silva I., Dumont M., Durcan L., Dwek M., Eccles D.M., Ekici A.B., Eliassen A.H., Ellberg C., Engel C., Eriksson M., Evans D.G., Fasching P.A., Figueroa J., Fletcher O., Flyger H., Forsti A., Fritschi L., Gabrielson M., Gago-Dominguez M., Gapstur S.M., Garcia-Saenz J.A., Gaudet M.M., Georgoulias V., Gilyazova I.R., Glendon G., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Grenaker Alnaes G.I., Grip M., Gronwald J., Grundy A., Guenel P., Haeberle L., Hahnen E., Haiman C.A., Hakansson N., Hamann U., Hankinson S.E., Harkness E.F., Hart S.N., He W., Hein A., Heyworth J., Hillemanns P., Hollestelle A., Hooning M.J., Hoover R.N., Hopper J.L., Howell A., Huang G., Humphreys K., Hunter D.J., Jakimovska M., Jakubowska A., Janni W., John E.M., Johnson N., Jones M.E., Jukkola-Vuorinen A., Jung A., Kaaks R., Kaczmarek K., Kataja V., Keeman R., Kerin M.J., Khusnutdinova E., Kiiski J.I., Knight J.A., Ko Y.-D., Kosma V.-M., Koutros S., Kristensen V.N., Kruger U., Kuhl T., Lambrechts D., Le Marchand L., Lee E., Lejbkowicz F., Lilyquist J., Lindblom A., Lindstrom S., Lissowska J., Lo W.-Y., Loibl S., Long J., Lubinski J., Lux M.P., MacInnis R.J., Maishman T., Makalic E., Maleva Kostovska I., Mannermaa A., Manoukian S., Margolin S., Martens J.W.M., Martinez M.E., Mavroudis D., McLean C., Meindl A., Menon U., Middha P., Miller N., Moreno F., Mulligan A.M., Mulot C., Munoz-Garzon V.M., Neuhausen S.L., Nevanlinna H., Neven P., Newman W.G., Nielsen S.F., Nordestgaard B.G., Norman A., Offit K., Olson J.E., Olsson H., Orr N., Pankratz V.S., Park-Simon T.-W., Perez J.I.A., Perez-Barrios C., Peterlongo P., Peto J., Giles G.G., Bonanni B., Pinchev M., Plaseska-Karanfilska D., Polley E.C., Prentice R., Presneau N., Prokofyeva D., Purrington K., Pylkas K., Rack B., Radice P., Rau-Murthy R., Rennert G., Rennert H.S., Rhenius V., Robson M., Romero A., Ruddy K.J., Ruebner M., Saloustros E., Sandler D.P., Sawyer E.J., Schmidt D.F., Schmutzler R.K., Schneeweiss A., Schoemaker M.J., Schumacher F., Schurmann P., Schwentner L., Scott C., Scott R.J., Seynaeve C., Shah M., Sherman M.E., Shrubsole M.J., Shu X.-O., Slager S., Smeets A., Sohn C., Soucy P., Southey M.C., Spinelli J.J., Stegmaier C., Stone J., Swerdlow A.J., Tamimi R.M., Tapper W.J., Taylor J.A., Terry M.B., Thone K., Tollenaar R.A.E.M., Tomlinson I., Truong T., Tzardi M., Ulmer H.-U., Untch M., Vachon C.M., van Veen E.M., Vijai J., Weinberg C.R., Wendt C., Whittemore A.S., Wildiers H., Willett W., Winqvist R., Wolk A., Yang X.R., Yannoukakos D., Zhang Y., Zheng W., Ziogas A., Dunning A.M., Thompson D.J., Chenevix-Trench G., Chang-Claude J., Schmidt M.K., Hall P., Milne R.L., Pharoah P.D.P., Antoniou A.C., Chatterjee N., Kraft P., Garcia-Closas M., Simard J., Easton D.F., Allen J., Mavaddat N., Michailidou K., Dennis J., Lush M., Fachal L., Lee A., Tyrer J.P., Chen T.-H., Wang Q., Bolla M.K., Yang X., Adank M.A., Ahearn T., Aittomaki K., Andrulis I.L., Anton-Culver H., Antonenkova N.N., Arndt V., Aronson K.J., Auer P.L., Auvinen P., Barrdahl M., Beane Freeman L.E., Beckmann M.W., Behrens S., Benitez J., Bermisheva M., Bernstein L., Blomqvist C., Bogdanova N.V., Bojesen S.E., Borresen-Dale A.-L., Brauch H., Bremer M., Brenner H., Brentnall A., Brock I.W., Brooks-Wilson A., Brucker S.Y., Bruning T., Burwinkel B., Campa D., Carter B.D., Castelao J.E., Chanock S.J., Chlebowski R., Christiansen H., Clarke C.L., Collee J.M., Cordina-Duverger E., Cornelissen S., Couch F.J., Cox A., Cross S.S., Czene K., Daly M.B., Devilee P., Dork T., dos-Santos-Silva I., Dumont M., Durcan L., Dwek M., Eccles D.M., Ekici A.B., Eliassen A.H., Ellberg C., Engel C., Eriksson M., Evans D.G., Fasching P.A., Figueroa J., Fletcher O., Flyger H., Forsti A., Fritschi L., Gabrielson M., Gago-Dominguez M., Gapstur S.M., Garcia-Saenz J.A., Gaudet M.M., Georgoulias V., Gilyazova I.R., Glendon G., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Grenaker Alnaes G.I., Grip M., Gronwald J., Grundy A., Guenel P., Haeberle L., Hahnen E., Haiman C.A., Hakansson N., Hamann U., Hankinson S.E., Harkness E.F., Hart S.N., He W., Hein A., Heyworth J., Hillemanns P., Hollestelle A., Hooning M.J., Hoover R.N., Hopper J.L., Howell A., Huang G., Humphreys K., Hunter D.J., Jakimovska M., Jakubowska A., Janni W., John E.M., Johnson N., Jones M.E., Jukkola-Vuorinen A., Jung A., Kaaks R., Kaczmarek K., Kataja V., Keeman R., Kerin M.J., Khusnutdinova E., Kiiski J.I., Knight J.A., Ko Y.-D., Kosma V.-M., Koutros S., Kristensen V.N., Kruger U., Kuhl T., Lambrechts D., Le Marchand L., Lee E., Lejbkowicz F., Lilyquist J., Lindblom A., Lindstrom S., Lissowska J., Lo W.-Y., Loibl S., Long J., Lubinski J., Lux M.P., MacInnis R.J., Maishman T., Makalic E., Maleva Kostovska I., Mannermaa A., Manoukian S., Margolin S., Martens J.W.M., Martinez M.E., Mavroudis D., McLean C., Meindl A., Menon U., Middha P., Miller N., Moreno F., Mulligan A.M., Mulot C., Munoz-Garzon V.M., Neuhausen S.L., Nevanlinna H., Neven P., Newman W.G., Nielsen S.F., Nordestgaard B.G., Norman A., Offit K., Olson J.E., Olsson H., Orr N., Pankratz V.S., Park-Simon T.-W., Perez J.I.A., Perez-Barrios C., Peterlongo P., and Peto J.
Abstract: Stratification of women according to their risk of breast cancer based on polygenic risk scores (PRSs) could improve screening and prevention strategies. Our aim was to develop PRSs, optimized for prediction of estrogen receptor (ER)-specific disease, from the largest available genome-wide association dataset and to empirically validate the PRSs in prospective studies. The development dataset comprised 94,075 case subjects and 75,017 control subjects of European ancestry from 69 studies, divided into training and validation sets. Samples were genotyped using genome-wide arrays, and single-nucleotide polymorphisms (SNPs) were selected by stepwise regression or lasso penalized regression. The best performing PRSs were validated in an independent test set comprising 11,428 case subjects and 18,323 control subjects from 10 prospective studies and 190,040 women from UK Biobank (3,215 incident breast cancers). For the best PRSs (313 SNPs), the odds ratio for overall disease per 1 standard deviation in ten prospective studies was 1.61 (95%CI: 1.57-1.65) with area under receiver-operator curve (AUC) = 0.630 (95%CI: 0.628-0.651). The lifetime risk of overall breast cancer in the top centile of the PRSs was 32.6%. Compared with women in the middle quintile, those in the highest 1% of risk had 4.37- and 2.78-fold risks, and those in the lowest 1% of risk had 0.16- and 0.27-fold risks, of developing ER-positive and ER-negative disease, respectively. Goodness-of-fit tests indicated that this PRS was well calibrated and predicts disease risk accurately in the tails of the distribution. This PRS is a powerful and reliable predictor of breast cancer risk that may improve breast cancer prevention programs.Copyright © 2018 The Authors
Published: 2019

39. The FANCM:p.Arg658* truncating variant is associated with risk of triple-negative breast cancer

Author: Figlioli, G, Bogliolo, M, Catucci, I, Caleca, L, Viz Lasheras, S, Pujol, R, Kiiski, J, Muranen, TA, Barnes, DR, Dennis, J, Michailidou, K, Bolla, MK, Leslie, G, Aalfs, CM, Adank, MA, Adlard, J, Agata, S, Cadoo, K, Agnarsson, BA, Ahearn, T, Aittomaki, K, Ambrosone, CB, Andrews, L, Anton-Culver, H, Antonenkova, NN, Arndt, V, Arnold, N, Aronson, KJ, Arun, BK, Asseryanis, E, Auber, B, Auvinen, P, Azzollini, J, Balmana, J, Barkardottir, RB, Barrowdale, D, Barwell, J, Freeman, LEB, Beauparlant, CJ, Beckmann, MW, Behrens, S, Benitez, J, Berger, R, Bermisheva, M, Blanco, AM, Blomqvist, C, Bogdanova, N, Bojesen, A, Bojesen, SE, Bonanni, B, Borg, A, Brady, AF, Brauch, H, Brenner, H, Bruening, T, Burwinkel, B, Buys, SS, Caldes, T, Caliebe, A, Caligo, MA, Campa, D, Campbell, IG, Canzian, F, Castelao, JE, Chang-Claude, J, Chanock, SJ, Claes, KBM, Clarke, CL, Collavoli, A, Conner, TA, Cox, DG, Cybulski, C, Czene, K, Daly, MB, de la Hoya, M, Devilee, P, Diez, O, Ding, YC, Dite, GS, Ditsch, N, Domchek, SM, Dorfling, CM, dos-Santos-Silva, I, Durda, K, Dwek, M, Eccles, DM, Ekici, AB, Eliassen, AH, Ellberg, C, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, J, Flyger, H, Foulkes, WD, Friebel, TM, Friedman, E, Gabrielson, M, Gaddam, P, Gago-Dominguez, M, Gao, C, Gapstur, SM, Garber, J, Garcia-Closas, M, Garcia-Saenz, JA, Gaudet, MM, Gayther, SA, Giles, GG, Glendon, G, Godwin, AK, Goldberg, MS, Goldgar, DE, Guenel, P, Gutierrez-Barrera, AM, Haeberle, L, Haiman, CA, Hakansson, N, Hall, P, Hamann, U, Harrington, PA, Hein, A, Heyworth, J, Hillemanns, P, Hollestelle, A, Hopper, JL, Hosgood, HD, Howell, A, Hu, C, Hulick, PJ, Hunter, DJ, Imyanitov, EN, Isaacs, C, Jakimovska, M, Jakubowska, A, James, P, Janavicius, R, Janni, W, John, EM, Jones, ME, Jung, A, Kaaks, R, Karlan, BY, Khusnutdinova, E, Kitahara, CM, Konstantopoulou, I, Koutros, S, Kraft, P, Lambrechts, D, Lazaro, C, Le Marchand, L, Lester, J, Lesueur, F, Lilyquist, J, Loud, JT, Lu, KH, Luben, RN, Lubinski, J, Mannermaa, A, Manoochehri, M, Manoukian, S, Margolin, S, Martens, JWM, Maurer, T, Mavroudis, D, Mebirouk, N, Meindl, A, Menon, U, Miller, A, Montagna, M, Nathanson, KL, Neuhausen, SL, Newman, WG, Nguyen-Dumont, T, Nielsen, FC, Nielsen, S, Nikitina-Zake, L, Offit, K, Olah, E, Olopade, O, Olshan, AF, Olson, JE, Olsson, H, Osorio, A, Ottini, L, Peissel, B, Peixoto, A, Peto, J, Plaseska-Karanfilska, D, Pocza, T, Presneau, N, Angel Pujana, M, Punie, K, Rack, B, Rantala, J, Rashid, MU, Rau-Murthy, R, Rennert, G, Lejbkowicz, F, Rhenius, V, Romero, A, Rookus, MA, Ross, EA, Rossing, M, Rudaitis, V, Ruebner, M, Saloustros, E, Sanden, K, Santamarina, M, Scheuner, MT, Schmutzler, RK, Schneider, M, Scott, C, Senter, L, Shah, M, Sharma, P, Shu, X-O, Simard, J, Singer, CF, Sohn, C, Soucy, P, Southey, MC, Spinelli, JJ, Steele, L, Stoppa-Lyonnet, D, Tapper, WJ, Teixeira, MR, Terry, MB, Thomassen, M, Thompson, J, Thull, DL, Tischkowitz, M, Tollenaar, RAEM, Torres, D, Troester, MA, Truong, T, Tung, N, Untch, M, Vachon, CM, van Rensburg, EJ, van Veen, EM, Vega, A, Viel, A, Wappenschmidt, B, Weitzel, JN, Wendt, C, Wieme, G, Wolk, A, Yang, XR, Zheng, W, Ziogas, A, Zorn, KK, Dunning, AM, Lush, M, Wang, Q, McGuffog, L, Parsons, MT, Pharoah, PDP, Fostira, F, Toland, AE, Andrulis, IL, Ramus, SJ, Swerdlow, AJ, Greene, MH, Chung, WK, Milne, RL, Chenevix-Trench, G, Doerk, T, Schmidt, MK, Easton, DF, Radice, P, Hahnen, E, Antoniou, AC, Couch, FJ, Nevanlinna, H, Surralles, J, Peterlongo, P, Balleine, R, Baxter, R, Braye, S, Carpenter, J, Dahlstrom, J, Forbes, J, Lee, CS, Marsh, D, Morey, A, Pathmanathan, N, Scott, R, Simpson, P, Spigelman, A, Wilcken, N, Yip, D, Zeps, N, Belotti, M, Bertrand, O, Birot, A-M, Buecher, B, Caputo, S, Dupre, A, Fourme, E, Gauthier-Villars, M, Golmard, L, Le Mentec, M, Moncoutier, V, de Pauw, A, Saule, C, Boutry-Kryza, N, Calender, A, Giraud, S, Leone, M, Bressac-de-Paillerets, B, Caron, O, Guillaud-Bataille, M, Bignon, Y-J, Uhrhammer, N, Bonadona, V, Lasset, C, Berthet, P, Castera, L, Vaur, D, Bourdon, V, Nogues, C, Noguchi, T, Popovici, C, Remenieras, A, Sobol, H, Coupier, I, Pujol, P, Adenis, C, Dumont, A, Revillion, F, Muller, D, Barouk-Simonet, E, Bonnet, F, Bubien, V, Longy, M, Sevenet, N, Gladieff, L, Guimbaud, R, Feillel, V, Toulas, C, Dreyfus, H, Leroux, CD, Peysselon, M, Rebischung, C, Legrand, C, Baurand, A, Bertolone, G, Coron, F, Faivre, L, Jacquot, C, Lizard, S, Kientz, C, Lebrun, M, Prieur, F, Fert-Ferrer, S, Mari, V, Venat-Bouvet, L, Bezieau, S, Delnatte, C, Mortemousque, I, Colas, C, Coulet, F, Soubrier, F, Warcoin, M, Bronner, M, Sokolowska, J, Collonge-Rame, M-A, Damette, A, Gesta, P, Lallaoui, H, Chiesa, J, Molina-Gomes, D, Ingster, O, Manouvrier-Hanu, S, Lejeune, S, Aghmesheh, M, Greening, S, Amor, D, Gattas, M, Botes, L, Buckley, M, Friedlander, M, Koehler, J, Meiser, B, Saleh, M, Salisbury, E, Trainer, A, Tucker, K, Antill, Y, Dobrovic, A, Fellows, A, Fox, S, Harris, M, Nightingale, S, Phillips, K, Sambrook, J, Thorne, H, Armitage, S, Arnold, L, Kefford, R, Kirk, J, Rickard, E, Bastick, P, Beesley, J, Hayward, N, Spurdle, A, Walker, L, Beilby, J, Saunders, C, Bennett, I, Blackburn, A, Bogwitz, M, Gaff, C, Lindeman, G, Pachter, N, Sexton, A, Visvader, J, Taylor, J, Winship, I, Brennan, M, Brown, M, French, J, Edwards, S, Burgess, M, Burke, J, Patterson, B, Butow, P, Culling, B, Caldon, L, Callen, D, Chauhan, D, Eisenbruch, M, Heiniger, L, Chauhan, M, Christian, A, Dixon, J, Kidd, A, Cohen, P, Colley, A, Fenton, G, Crook, A, Dickson, R, Field, M, Cui, J, Cummings, M, Dawson, S-J, DeFazio, A, Delatycki, M, Dudding, T, Edkins, T, Farshid, G, Flanagan, J, Fong, P, Forrest, L, Gallego-Ortega, D, George, P, Gill, G, Kollias, J, Haan, E, Hart, S, Jenkins, M, Hunt, C, Lakhani, S, Lipton, L, Lobb, L, Mann, G, McLachlan, SA, O'Connell, S, O'Sullivan, S, Pieper, E, Robinson, B, Saunus, J, Scott, E, Shelling, A, Williams, R, Young, MA, Figlioli, G, Bogliolo, M, Catucci, I, Caleca, L, Viz Lasheras, S, Pujol, R, Kiiski, J, Muranen, TA, Barnes, DR, Dennis, J, Michailidou, K, Bolla, MK, Leslie, G, Aalfs, CM, Adank, MA, Adlard, J, Agata, S, Cadoo, K, Agnarsson, BA, Ahearn, T, Aittomaki, K, Ambrosone, CB, Andrews, L, Anton-Culver, H, Antonenkova, NN, Arndt, V, Arnold, N, Aronson, KJ, Arun, BK, Asseryanis, E, Auber, B, Auvinen, P, Azzollini, J, Balmana, J, Barkardottir, RB, Barrowdale, D, Barwell, J, Freeman, LEB, Beauparlant, CJ, Beckmann, MW, Behrens, S, Benitez, J, Berger, R, Bermisheva, M, Blanco, AM, Blomqvist, C, Bogdanova, N, Bojesen, A, Bojesen, SE, Bonanni, B, Borg, A, Brady, AF, Brauch, H, Brenner, H, Bruening, T, Burwinkel, B, Buys, SS, Caldes, T, Caliebe, A, Caligo, MA, Campa, D, Campbell, IG, Canzian, F, Castelao, JE, Chang-Claude, J, Chanock, SJ, Claes, KBM, Clarke, CL, Collavoli, A, Conner, TA, Cox, DG, Cybulski, C, Czene, K, Daly, MB, de la Hoya, M, Devilee, P, Diez, O, Ding, YC, Dite, GS, Ditsch, N, Domchek, SM, Dorfling, CM, dos-Santos-Silva, I, Durda, K, Dwek, M, Eccles, DM, Ekici, AB, Eliassen, AH, Ellberg, C, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, J, Flyger, H, Foulkes, WD, Friebel, TM, Friedman, E, Gabrielson, M, Gaddam, P, Gago-Dominguez, M, Gao, C, Gapstur, SM, Garber, J, Garcia-Closas, M, Garcia-Saenz, JA, Gaudet, MM, Gayther, SA, Giles, GG, Glendon, G, Godwin, AK, Goldberg, MS, Goldgar, DE, Guenel, P, Gutierrez-Barrera, AM, Haeberle, L, Haiman, CA, Hakansson, N, Hall, P, Hamann, U, Harrington, PA, Hein, A, Heyworth, J, Hillemanns, P, Hollestelle, A, Hopper, JL, Hosgood, HD, Howell, A, Hu, C, Hulick, PJ, Hunter, DJ, Imyanitov, EN, Isaacs, C, Jakimovska, M, Jakubowska, A, James, P, Janavicius, R, Janni, W, John, EM, Jones, ME, Jung, A, Kaaks, R, Karlan, BY, Khusnutdinova, E, Kitahara, CM, Konstantopoulou, I, Koutros, S, Kraft, P, Lambrechts, D, Lazaro, C, Le Marchand, L, Lester, J, Lesueur, F, Lilyquist, J, Loud, JT, Lu, KH, Luben, RN, Lubinski, J, Mannermaa, A, Manoochehri, M, Manoukian, S, Margolin, S, Martens, JWM, Maurer, T, Mavroudis, D, Mebirouk, N, Meindl, A, Menon, U, Miller, A, Montagna, M, Nathanson, KL, Neuhausen, SL, Newman, WG, Nguyen-Dumont, T, Nielsen, FC, Nielsen, S, Nikitina-Zake, L, Offit, K, Olah, E, Olopade, O, Olshan, AF, Olson, JE, Olsson, H, Osorio, A, Ottini, L, Peissel, B, Peixoto, A, Peto, J, Plaseska-Karanfilska, D, Pocza, T, Presneau, N, Angel Pujana, M, Punie, K, Rack, B, Rantala, J, Rashid, MU, Rau-Murthy, R, Rennert, G, Lejbkowicz, F, Rhenius, V, Romero, A, Rookus, MA, Ross, EA, Rossing, M, Rudaitis, V, Ruebner, M, Saloustros, E, Sanden, K, Santamarina, M, Scheuner, MT, Schmutzler, RK, Schneider, M, Scott, C, Senter, L, Shah, M, Sharma, P, Shu, X-O, Simard, J, Singer, CF, Sohn, C, Soucy, P, Southey, MC, Spinelli, JJ, Steele, L, Stoppa-Lyonnet, D, Tapper, WJ, Teixeira, MR, Terry, MB, Thomassen, M, Thompson, J, Thull, DL, Tischkowitz, M, Tollenaar, RAEM, Torres, D, Troester, MA, Truong, T, Tung, N, Untch, M, Vachon, CM, van Rensburg, EJ, van Veen, EM, Vega, A, Viel, A, Wappenschmidt, B, Weitzel, JN, Wendt, C, Wieme, G, Wolk, A, Yang, XR, Zheng, W, Ziogas, A, Zorn, KK, Dunning, AM, Lush, M, Wang, Q, McGuffog, L, Parsons, MT, Pharoah, PDP, Fostira, F, Toland, AE, Andrulis, IL, Ramus, SJ, Swerdlow, AJ, Greene, MH, Chung, WK, Milne, RL, Chenevix-Trench, G, Doerk, T, Schmidt, MK, Easton, DF, Radice, P, Hahnen, E, Antoniou, AC, Couch, FJ, Nevanlinna, H, Surralles, J, Peterlongo, P, Balleine, R, Baxter, R, Braye, S, Carpenter, J, Dahlstrom, J, Forbes, J, Lee, CS, Marsh, D, Morey, A, Pathmanathan, N, Scott, R, Simpson, P, Spigelman, A, Wilcken, N, Yip, D, Zeps, N, Belotti, M, Bertrand, O, Birot, A-M, Buecher, B, Caputo, S, Dupre, A, Fourme, E, Gauthier-Villars, M, Golmard, L, Le Mentec, M, Moncoutier, V, de Pauw, A, Saule, C, Boutry-Kryza, N, Calender, A, Giraud, S, Leone, M, Bressac-de-Paillerets, B, Caron, O, Guillaud-Bataille, M, Bignon, Y-J, Uhrhammer, N, Bonadona, V, Lasset, C, Berthet, P, Castera, L, Vaur, D, Bourdon, V, Nogues, C, Noguchi, T, Popovici, C, Remenieras, A, Sobol, H, Coupier, I, Pujol, P, Adenis, C, Dumont, A, Revillion, F, Muller, D, Barouk-Simonet, E, Bonnet, F, Bubien, V, Longy, M, Sevenet, N, Gladieff, L, Guimbaud, R, Feillel, V, Toulas, C, Dreyfus, H, Leroux, CD, Peysselon, M, Rebischung, C, Legrand, C, Baurand, A, Bertolone, G, Coron, F, Faivre, L, Jacquot, C, Lizard, S, Kientz, C, Lebrun, M, Prieur, F, Fert-Ferrer, S, Mari, V, Venat-Bouvet, L, Bezieau, S, Delnatte, C, Mortemousque, I, Colas, C, Coulet, F, Soubrier, F, Warcoin, M, Bronner, M, Sokolowska, J, Collonge-Rame, M-A, Damette, A, Gesta, P, Lallaoui, H, Chiesa, J, Molina-Gomes, D, Ingster, O, Manouvrier-Hanu, S, Lejeune, S, Aghmesheh, M, Greening, S, Amor, D, Gattas, M, Botes, L, Buckley, M, Friedlander, M, Koehler, J, Meiser, B, Saleh, M, Salisbury, E, Trainer, A, Tucker, K, Antill, Y, Dobrovic, A, Fellows, A, Fox, S, Harris, M, Nightingale, S, Phillips, K, Sambrook, J, Thorne, H, Armitage, S, Arnold, L, Kefford, R, Kirk, J, Rickard, E, Bastick, P, Beesley, J, Hayward, N, Spurdle, A, Walker, L, Beilby, J, Saunders, C, Bennett, I, Blackburn, A, Bogwitz, M, Gaff, C, Lindeman, G, Pachter, N, Sexton, A, Visvader, J, Taylor, J, Winship, I, Brennan, M, Brown, M, French, J, Edwards, S, Burgess, M, Burke, J, Patterson, B, Butow, P, Culling, B, Caldon, L, Callen, D, Chauhan, D, Eisenbruch, M, Heiniger, L, Chauhan, M, Christian, A, Dixon, J, Kidd, A, Cohen, P, Colley, A, Fenton, G, Crook, A, Dickson, R, Field, M, Cui, J, Cummings, M, Dawson, S-J, DeFazio, A, Delatycki, M, Dudding, T, Edkins, T, Farshid, G, Flanagan, J, Fong, P, Forrest, L, Gallego-Ortega, D, George, P, Gill, G, Kollias, J, Haan, E, Hart, S, Jenkins, M, Hunt, C, Lakhani, S, Lipton, L, Lobb, L, Mann, G, McLachlan, SA, O'Connell, S, O'Sullivan, S, Pieper, E, Robinson, B, Saunus, J, Scott, E, Shelling, A, Williams, R, and Young, MA
Abstract: Breast cancer is a common disease partially caused by genetic risk factors. Germline pathogenic variants in DNA repair genes BRCA1, BRCA2, PALB2, ATM, and CHEK2 are associated with breast cancer risk. FANCM, which encodes for a DNA translocase, has been proposed as a breast cancer predisposition gene, with greater effects for the ER-negative and triple-negative breast cancer (TNBC) subtypes. We tested the three recurrent protein-truncating variants FANCM:p.Arg658*, p.Gln1701*, and p.Arg1931* for association with breast cancer risk in 67,112 cases, 53,766 controls, and 26,662 carriers of pathogenic variants of BRCA1 or BRCA2. These three variants were also studied functionally by measuring survival and chromosome fragility in FANCM−/− patient-derived immortalized fibroblasts treated with diepoxybutane or olaparib. We observed that FANCM:p.Arg658* was associated with increased risk of ER-negative disease and TNBC (OR = 2.44, P = 0.034 and OR = 3.79; P = 0.009, respectively). In a country-restricted analysis, we confirmed the associations detected for FANCM:p.Arg658* and found that also FANCM:p.Arg1931* was associated with ER-negative breast cancer risk (OR = 1.96; P = 0.006). The functional results indicated that all three variants were deleterious affecting cell survival and chromosome stability with FANCM:p.Arg658* causing more severe phenotypes. In conclusion, we confirmed that the two rare FANCM deleterious variants p.Arg658* and p.Arg1931* are risk factors for ER-negative and TNBC subtypes. Overall our data suggest that the effect of truncating variants on breast cancer risk may depend on their position in the gene. Cell sensitivity to olaparib exposure, identifies a possible therapeutic option to treat FANCM-associated tumors.
Published: 2019

40. Two truncating variants in FANCC and breast cancer risk

Author: Dork, T, Peterlongo, P, Mannermaa, A, Bolla, MK, Wang, Q, Dennis, J, Ahearn, T, Andrulis, IL, Anton-Culver, H, Arndt, V, Aronson, KJ, Augustinsson, A, Freeman, LEB, Beckmann, MW, Beeghly-Fadiel, A, Behrens, S, Bermisheva, M, Blomqvist, C, Bogdanova, N, Bojesen, SE, Brauch, H, Brenner, H, Burwinkel, B, Canzian, F, Chan, TL, Chang-Claude, J, Chanock, SJ, Choi, J-Y, Christiansen, H, Clarke, CL, Couch, FJ, Czene, K, Daly, MB, dos-Santos-Silva, I, Dwek, M, Eccles, DM, Ekici, AB, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, J, Flyger, H, Fritschisl, L, Gabrielson, M, Gago-Dominguez, M, Gao, C, Gapstur, SM, Garcia-Closas, M, Garcia-Saenz, JA, Gaudet, MM, Giles, GG, Goldberg, MS, Goldgar, DE, Guenel, P, Haeberle, L, Haiman, CA, Hakansson, N, Hall, P, Hamann, U, Hartman, M, Hauke, J, Hein, A, Hillemanns, P, Hogervorst, FBL, Hooning, MJ, Hopper, JL, Howell, T, Huo, D, Ito, H, Iwasaki, M, Jakubowska, A, Janni, W, John, EM, Jung, A, Kaaks, R, Kang, D, Kapoor, PM, Khusnutdinova, E, Kim, S-W, Kitahara, CM, Koutros, S, Kraft, P, Kristensen, VN, Kwon, A, Lambrechts, D, Le Marchand, L, Li, J, Lindstrom, S, Linet, M, Lo, W-Y, Long, J, Lophatananon, A, Lubinski, J, Manoochehri, M, Manoukian, S, Margolin, S, Martinez, E, Matsuo, K, Mavroudis, D, Meindl, A, Menon, U, Milne, RL, Taib, NAM, Muir, K, Mulligan, AM, Neuhausen, SL, Nevanlinna, H, Neven, P, Newman, WG, Offit, K, Olopade, O, Olshan, AF, Olson, JE, Olsson, H, Park, SK, Park-Simon, T-W, Peto, J, Plaseska-Karanfilska, D, Pohl-Rescigno, E, Presneau, N, Rack, B, Radice, P, Rashid, MU, Rennert, G, Rennert, HS, Romero, A, Ruebner, M, Saloustros, E, Schmidt, MK, Schmutzler, RK, Schneider, MO, Schoemaker, MJ, Scott, C, Shen, C-Y, Shu, X-O, Simard, J, Slager, S, Smichkoska, S, Southey, MC, Spinelli, JJ, Stone, J, Surowy, H, Swerdlow, AJ, Tamimi, RM, Tapper, WJ, Teo, SH, Terry, MB, Toland, AE, Tollenaar, RAEM, Torres, D, Torres-Mejia, G, Troester, MA, Truong, T, Tsugane, S, Untch, M, Vachon, CM, van den Ouweland, AMW, van Veen, EM, Vijai, J, Wendt, C, Wolk, A, Yu, J-C, Zheng, W, Ziogas, A, Ziv, E, Dunning, AM, Pharoah, PDP, Schindler, D, Devilee, P, Easton, DF, Balleine, R, Baxter, R, Braye, S, Carpenter, J, Dahlstrom, J, Forbes, J, Lee, CS, Marsh, D, Morey, A, Pathmanathan, N, Scott, R, Simpson, P, Spigelman, A, Wilcken, N, Yip, D, Zeps, N, Borresen-Dale, A-L, Alnaes, GIG, Sahlberg, KK, Ottestad, L, Karesen, R, Schlichting, E, Holmen, MM, Sauer, T, Haakensen, V, Engebraten, O, Naume, B, Fossa, A, Kiserud, CE, Reinertsen, K, Helland, A, Riis, M, Geisler, J, Dork, T, Peterlongo, P, Mannermaa, A, Bolla, MK, Wang, Q, Dennis, J, Ahearn, T, Andrulis, IL, Anton-Culver, H, Arndt, V, Aronson, KJ, Augustinsson, A, Freeman, LEB, Beckmann, MW, Beeghly-Fadiel, A, Behrens, S, Bermisheva, M, Blomqvist, C, Bogdanova, N, Bojesen, SE, Brauch, H, Brenner, H, Burwinkel, B, Canzian, F, Chan, TL, Chang-Claude, J, Chanock, SJ, Choi, J-Y, Christiansen, H, Clarke, CL, Couch, FJ, Czene, K, Daly, MB, dos-Santos-Silva, I, Dwek, M, Eccles, DM, Ekici, AB, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, J, Flyger, H, Fritschisl, L, Gabrielson, M, Gago-Dominguez, M, Gao, C, Gapstur, SM, Garcia-Closas, M, Garcia-Saenz, JA, Gaudet, MM, Giles, GG, Goldberg, MS, Goldgar, DE, Guenel, P, Haeberle, L, Haiman, CA, Hakansson, N, Hall, P, Hamann, U, Hartman, M, Hauke, J, Hein, A, Hillemanns, P, Hogervorst, FBL, Hooning, MJ, Hopper, JL, Howell, T, Huo, D, Ito, H, Iwasaki, M, Jakubowska, A, Janni, W, John, EM, Jung, A, Kaaks, R, Kang, D, Kapoor, PM, Khusnutdinova, E, Kim, S-W, Kitahara, CM, Koutros, S, Kraft, P, Kristensen, VN, Kwon, A, Lambrechts, D, Le Marchand, L, Li, J, Lindstrom, S, Linet, M, Lo, W-Y, Long, J, Lophatananon, A, Lubinski, J, Manoochehri, M, Manoukian, S, Margolin, S, Martinez, E, Matsuo, K, Mavroudis, D, Meindl, A, Menon, U, Milne, RL, Taib, NAM, Muir, K, Mulligan, AM, Neuhausen, SL, Nevanlinna, H, Neven, P, Newman, WG, Offit, K, Olopade, O, Olshan, AF, Olson, JE, Olsson, H, Park, SK, Park-Simon, T-W, Peto, J, Plaseska-Karanfilska, D, Pohl-Rescigno, E, Presneau, N, Rack, B, Radice, P, Rashid, MU, Rennert, G, Rennert, HS, Romero, A, Ruebner, M, Saloustros, E, Schmidt, MK, Schmutzler, RK, Schneider, MO, Schoemaker, MJ, Scott, C, Shen, C-Y, Shu, X-O, Simard, J, Slager, S, Smichkoska, S, Southey, MC, Spinelli, JJ, Stone, J, Surowy, H, Swerdlow, AJ, Tamimi, RM, Tapper, WJ, Teo, SH, Terry, MB, Toland, AE, Tollenaar, RAEM, Torres, D, Torres-Mejia, G, Troester, MA, Truong, T, Tsugane, S, Untch, M, Vachon, CM, van den Ouweland, AMW, van Veen, EM, Vijai, J, Wendt, C, Wolk, A, Yu, J-C, Zheng, W, Ziogas, A, Ziv, E, Dunning, AM, Pharoah, PDP, Schindler, D, Devilee, P, Easton, DF, Balleine, R, Baxter, R, Braye, S, Carpenter, J, Dahlstrom, J, Forbes, J, Lee, CS, Marsh, D, Morey, A, Pathmanathan, N, Scott, R, Simpson, P, Spigelman, A, Wilcken, N, Yip, D, Zeps, N, Borresen-Dale, A-L, Alnaes, GIG, Sahlberg, KK, Ottestad, L, Karesen, R, Schlichting, E, Holmen, MM, Sauer, T, Haakensen, V, Engebraten, O, Naume, B, Fossa, A, Kiserud, CE, Reinertsen, K, Helland, A, Riis, M, and Geisler, J
Abstract: Fanconi anemia (FA) is a genetically heterogeneous disorder with 22 disease-causing genes reported to date. In some FA genes, monoallelic mutations have been found to be associated with breast cancer risk, while the risk associations of others remain unknown. The gene for FA type C, FANCC, has been proposed as a breast cancer susceptibility gene based on epidemiological and sequencing studies. We used the Oncoarray project to genotype two truncating FANCC variants (p.R185X and p.R548X) in 64,760 breast cancer cases and 49,793 controls of European descent. FANCC mutations were observed in 25 cases (14 with p.R185X, 11 with p.R548X) and 26 controls (18 with p.R185X, 8 with p.R548X). There was no evidence of an association with the risk of breast cancer, neither overall (odds ratio 0.77, 95%CI 0.44-1.33, p = 0.4) nor by histology, hormone receptor status, age or family history. We conclude that the breast cancer risk association of these two FANCC variants, if any, is much smaller than for BRCA1, BRCA2 or PALB2 mutations. If this applies to all truncating variants in FANCC it would suggest there are differences between FA genes in their roles on breast cancer risk and demonstrates the merit of large consortia for clarifying risk associations of rare variants.
Published: 2019

41. Genome-wide association and transcriptome studies identify target genes and risk loci for breast cancer

Author: Ferreira, MA, Gamazon, ER, Al-Ejeh, F, Aittomaki, K, Andrulis, IL, Anton-Culver, H, Arason, A, Arndt, V, Aronson, KJ, Arun, BK, Asseryanis, E, Azzollini, J, Balmana, J, Barnes, DR, Barrowdale, D, Beckmann, MW, Behrens, S, Benitez, J, Bermisheva, M, Bialkowska, K, Blomqvist, C, Bogdanova, N, Bojesen, SE, Bolla, MK, Borg, A, Brauch, H, Brenner, H, Broeks, A, Burwinkel, B, Caldes, T, Caligo, MA, Campa, D, Campbell, I, Canzian, F, Carter, J, Carter, BD, Castelao, JE, Chang-Claude, J, Chanock, SJ, Christiansen, H, Chung, WK, Claes, KBM, Clarke, CL, Couch, FJ, Cox, A, Cross, SS, Czene, K, Daly, MB, de la Hoya, M, Dennis, J, Devilee, P, Diez, O, Doerk, T, Dunning, AM, Dwek, M, Eccles, DM, Ejlertsen, B, Ellberg, C, Engel, C, Eriksson, M, Fasching, PA, Fletcher, O, Flyger, H, Friedman, E, Frost, D, Gabrielson, M, Gago-Dominguez, M, Ganz, PA, Gapstur, SM, Garber, J, Garcia-Closas, M, Garcia-Saenz, JA, Gaudet, MM, Giles, GG, Glendon, G, Godwin, AK, Goldberg, MS, Goldgar, DE, Gonzalez-Neira, A, Greene, MH, Gronwald, J, Guenel, P, Haiman, CA, Hall, P, Hamann, U, He, W, Heyworth, J, Hogervorst, FBL, Hollestelle, A, Hoover, RN, Hopper, JL, Hulick, PJ, Humphreys, K, Imyanitov, EN, Isaacs, C, Jakimovska, M, Jakubowska, A, James, PA, Janavicius, R, Jankowitz, RC, John, EM, Johnson, N, Joseph, V, Karlan, BY, Khusnutdinova, E, Kiiski, J, Ko, Y-D, Jones, ME, Konstantopoulou, I, Kristensen, VN, Laitman, Y, Lambrechts, D, Lazaro, C, Leslie, G, Lester, J, Lesueur, F, Lindstrom, S, Long, J, Loud, JT, Lubinski, J, Makalic, E, Mannermaa, A, Manoochehri, M, Margolin, S, Maurer, T, Mavroudis, D, McGuffog, L, Meindl, A, Menon, U, Michailidou, K, Miller, A, Montagna, M, Moreno, F, Moserle, L, Mulligan, AM, Nathanson, KL, Neuhausen, SL, Nevanlinna, H, Nevelsteen, I, Nielsen, FC, Nikitina-Zake, L, Nussbaum, RL, Offit, K, Olah, E, Olopade, O, Olsson, H, Osorio, A, Papp, J, Park-Simon, T-W, Parsons, MT, Pedersen, IS, Peixoto, A, Peterlongo, P, Pharoah, PDP, Plaseska-Karanfilska, D, Poppe, B, Presneau, N, Radice, P, Rantala, J, Rennert, G, Risch, HA, Saloustros, E, Sanden, K, Sawyer, EJ, Schmidt, MK, Schmutzler, RK, Sharma, P, Shu, X-O, Simard, J, Singer, CF, Soucy, P, Southey, MC, Spinelli, JJ, Spurdle, AB, Stone, J, Swerdlow, AJ, Tapper, WJ, Taylor, JA, Teixeira, MR, Terry, MB, Teule, A, Thomassen, M, Thoene, K, Thull, DL, Tischkowitz, M, Toland, AE, Torres, D, Truong, T, Tung, N, Vachon, CM, van Asperen, CJ, van den Ouweland, AMW, van Rensburg, EJ, Vega, A, Viel, A, Wang, Q, Wappenschmidt, B, Weitzel, JN, Wendt, C, Winqvist, R, Yang, XR, Yannoukakos, D, Ziogas, A, Kraft, P, Antoniou, AC, Zheng, W, Easton, DF, Milne, RL, Beesley, J, Chenevix-Trench, G, Arnold, N, Auber, B, Bogdanova-Markov, N, Borde, J, Caliebe, A, Ditsch, N, Dworniczak, B, Engert, S, Faust, U, Gehrig, A, Hahnen, E, Hauke, J, Hentschel, J, Herold, N, Honisch, E, Just, W, Kast, K, Larsen, M, Lemke, J, Huu, PN, Niederacher, D, Ott, C-E, Platzer, K, Pohl-Rescigno, E, Ramser, J, Rhiem, K, Steinemann, D, Sutter, C, Varon-Mateeva, R, Wang-Gohrke, S, Weber, BHF, Prieur, F, Pujol, P, Sagne, C, Sevenet, N, Sobol, H, Sokolowska, J, Stoppa-Lyonnet, D, Venat-Bouvet, L, Adlard, J, Ahmed, M, Barwell, J, Brady, A, Brewer, C, Cook, J, Davidson, R, Donaldson, A, Eason, J, Eeles, R, Evans, DG, Gregory, H, Hanson, H, Henderson, A, Hodgson, S, Izatt, L, Kennedy, MJ, Lalloo, F, Miller, C, Morrison, PJ, Ong, K-R, Perkins, J, Porteous, ME, Rogers, MT, Side, LE, Snape, K, Walker, L, Harrington, PA, Heemskerk-Gerritsen, BAM, Rookus, MA, Seynaeve, CM, van der Baan, FH, van der Hout, AH, van der Kolk, LE, van der Luijt, RB, van Deurzen, CHM, van Doorn, HC, van Engelen, K, van Hest, L, van Os, TAM, Verhoef, S, Vogel, MJ, Wijnen, JT, Miron, A, Kapuscinski, M, Bane, A, Ross, E, Buys, SS, Conner, TA, Balleine, R, Baxter, R, Braye, S, Carpenter, J, Dahlstrom, J, Forbes, J, Lee, SC, Marsh, D, Morey, A, Pathmanathan, N, Simpson, P, Spigelman, A, Wilcken, N, Yip, D, Ferreira, MA, Gamazon, ER, Al-Ejeh, F, Aittomaki, K, Andrulis, IL, Anton-Culver, H, Arason, A, Arndt, V, Aronson, KJ, Arun, BK, Asseryanis, E, Azzollini, J, Balmana, J, Barnes, DR, Barrowdale, D, Beckmann, MW, Behrens, S, Benitez, J, Bermisheva, M, Bialkowska, K, Blomqvist, C, Bogdanova, N, Bojesen, SE, Bolla, MK, Borg, A, Brauch, H, Brenner, H, Broeks, A, Burwinkel, B, Caldes, T, Caligo, MA, Campa, D, Campbell, I, Canzian, F, Carter, J, Carter, BD, Castelao, JE, Chang-Claude, J, Chanock, SJ, Christiansen, H, Chung, WK, Claes, KBM, Clarke, CL, Couch, FJ, Cox, A, Cross, SS, Czene, K, Daly, MB, de la Hoya, M, Dennis, J, Devilee, P, Diez, O, Doerk, T, Dunning, AM, Dwek, M, Eccles, DM, Ejlertsen, B, Ellberg, C, Engel, C, Eriksson, M, Fasching, PA, Fletcher, O, Flyger, H, Friedman, E, Frost, D, Gabrielson, M, Gago-Dominguez, M, Ganz, PA, Gapstur, SM, Garber, J, Garcia-Closas, M, Garcia-Saenz, JA, Gaudet, MM, Giles, GG, Glendon, G, Godwin, AK, Goldberg, MS, Goldgar, DE, Gonzalez-Neira, A, Greene, MH, Gronwald, J, Guenel, P, Haiman, CA, Hall, P, Hamann, U, He, W, Heyworth, J, Hogervorst, FBL, Hollestelle, A, Hoover, RN, Hopper, JL, Hulick, PJ, Humphreys, K, Imyanitov, EN, Isaacs, C, Jakimovska, M, Jakubowska, A, James, PA, Janavicius, R, Jankowitz, RC, John, EM, Johnson, N, Joseph, V, Karlan, BY, Khusnutdinova, E, Kiiski, J, Ko, Y-D, Jones, ME, Konstantopoulou, I, Kristensen, VN, Laitman, Y, Lambrechts, D, Lazaro, C, Leslie, G, Lester, J, Lesueur, F, Lindstrom, S, Long, J, Loud, JT, Lubinski, J, Makalic, E, Mannermaa, A, Manoochehri, M, Margolin, S, Maurer, T, Mavroudis, D, McGuffog, L, Meindl, A, Menon, U, Michailidou, K, Miller, A, Montagna, M, Moreno, F, Moserle, L, Mulligan, AM, Nathanson, KL, Neuhausen, SL, Nevanlinna, H, Nevelsteen, I, Nielsen, FC, Nikitina-Zake, L, Nussbaum, RL, Offit, K, Olah, E, Olopade, O, Olsson, H, Osorio, A, Papp, J, Park-Simon, T-W, Parsons, MT, Pedersen, IS, Peixoto, A, Peterlongo, P, Pharoah, PDP, Plaseska-Karanfilska, D, Poppe, B, Presneau, N, Radice, P, Rantala, J, Rennert, G, Risch, HA, Saloustros, E, Sanden, K, Sawyer, EJ, Schmidt, MK, Schmutzler, RK, Sharma, P, Shu, X-O, Simard, J, Singer, CF, Soucy, P, Southey, MC, Spinelli, JJ, Spurdle, AB, Stone, J, Swerdlow, AJ, Tapper, WJ, Taylor, JA, Teixeira, MR, Terry, MB, Teule, A, Thomassen, M, Thoene, K, Thull, DL, Tischkowitz, M, Toland, AE, Torres, D, Truong, T, Tung, N, Vachon, CM, van Asperen, CJ, van den Ouweland, AMW, van Rensburg, EJ, Vega, A, Viel, A, Wang, Q, Wappenschmidt, B, Weitzel, JN, Wendt, C, Winqvist, R, Yang, XR, Yannoukakos, D, Ziogas, A, Kraft, P, Antoniou, AC, Zheng, W, Easton, DF, Milne, RL, Beesley, J, Chenevix-Trench, G, Arnold, N, Auber, B, Bogdanova-Markov, N, Borde, J, Caliebe, A, Ditsch, N, Dworniczak, B, Engert, S, Faust, U, Gehrig, A, Hahnen, E, Hauke, J, Hentschel, J, Herold, N, Honisch, E, Just, W, Kast, K, Larsen, M, Lemke, J, Huu, PN, Niederacher, D, Ott, C-E, Platzer, K, Pohl-Rescigno, E, Ramser, J, Rhiem, K, Steinemann, D, Sutter, C, Varon-Mateeva, R, Wang-Gohrke, S, Weber, BHF, Prieur, F, Pujol, P, Sagne, C, Sevenet, N, Sobol, H, Sokolowska, J, Stoppa-Lyonnet, D, Venat-Bouvet, L, Adlard, J, Ahmed, M, Barwell, J, Brady, A, Brewer, C, Cook, J, Davidson, R, Donaldson, A, Eason, J, Eeles, R, Evans, DG, Gregory, H, Hanson, H, Henderson, A, Hodgson, S, Izatt, L, Kennedy, MJ, Lalloo, F, Miller, C, Morrison, PJ, Ong, K-R, Perkins, J, Porteous, ME, Rogers, MT, Side, LE, Snape, K, Walker, L, Harrington, PA, Heemskerk-Gerritsen, BAM, Rookus, MA, Seynaeve, CM, van der Baan, FH, van der Hout, AH, van der Kolk, LE, van der Luijt, RB, van Deurzen, CHM, van Doorn, HC, van Engelen, K, van Hest, L, van Os, TAM, Verhoef, S, Vogel, MJ, Wijnen, JT, Miron, A, Kapuscinski, M, Bane, A, Ross, E, Buys, SS, Conner, TA, Balleine, R, Baxter, R, Braye, S, Carpenter, J, Dahlstrom, J, Forbes, J, Lee, SC, Marsh, D, Morey, A, Pathmanathan, N, Simpson, P, Spigelman, A, Wilcken, N, and Yip, D
Abstract: Genome-wide association studies (GWAS) have identified more than 170 breast cancer susceptibility loci. Here we hypothesize that some risk-associated variants might act in non-breast tissues, specifically adipose tissue and immune cells from blood and spleen. Using expression quantitative trait loci (eQTL) reported in these tissues, we identify 26 previously unreported, likely target genes of overall breast cancer risk variants, and 17 for estrogen receptor (ER)-negative breast cancer, several with a known immune function. We determine the directional effect of gene expression on disease risk measured based on single and multiple eQTL. In addition, using a gene-based test of association that considers eQTL from multiple tissues, we identify seven (and four) regions with variants associated with overall (and ER-negative) breast cancer risk, which were not reported in previous GWAS. Further investigation of the function of the implicated genes in breast and immune cells may provide insights into the etiology of breast cancer.
Published: 2019

42. Genome-wide association study of germline variants and breast cancer-specific mortality

Author: Escala-Garcia, M, Guo, Q, Doerk, T, Canisius, S, Keeman, R, Dennis, J, Beesley, J, Lecarpentier, J, Bolla, MK, Wang, Q, Abraham, J, Andrulis, IL, Anton-Culver, H, Arndt, V, Auer, PL, Beckmann, MW, Behrens, S, Benitez, J, Bermisheva, M, Bernstein, L, Blomqvist, C, Boeckx, B, Bojesen, SE, Bonanni, B, Borresen-Dale, A-L, Brauch, H, Brenner, H, Brentnall, A, Brinton, L, Broberg, P, Brock, IW, Brucker, SY, Burwinkel, B, Caldas, C, Caldes, T, Campa, D, Canzian, F, Carracedo, A, Carter, BD, Castelao, JE, Chang-Claude, J, Chanock, SJ, Chenevix-Trench, G, Cheng, T-YD, Chin, S-F, Clarke, CL, Cordina-Duverger, E, Couch, FJ, Cox, DG, Cox, A, Cross, SS, Czene, K, Daly, MB, Devilee, P, Dunn, JA, Dunning, AM, Durcan, L, Dwek, M, Earl, HM, Ekici, AB, Eliassen, AH, Ellberg, C, Engel, C, Eriksson, M, Evans, DG, Figueroa, J, Flesch-Janys, D, Flyger, H, Gabrielson, M, Gago-Dominguez, M, Galle, E, Gapstur, SM, Garcia-Closas, M, Garcia-Saenz, JA, Gaudet, MM, George, A, Georgoulias, V, Giles, GG, Glendon, G, Goldgar, DE, Gonzalez-Neira, A, Alnaes, GIG, Grip, M, Guenel, P, Haeberle, L, Hahnen, E, Haiman, CA, Hakansson, N, Hall, P, Hamann, U, Hankinson, S, Harkness, EF, Harrington, PA, Hart, SN, Hartikainen, JM, Hein, A, Hillemanns, P, Hiller, L, Holleczek, B, Hollestelle, A, Hooning, MJ, Hoover, RN, Hopper, JL, Howell, A, Huang, G, Humphreys, K, Hunter, DJ, Janni, W, John, EM, Jones, ME, Jukkola-Vuorinen, A, Jung, A, Kaaks, R, Kabisch, M, Kaczmarek, K, Kerin, MJ, Khan, S, Khusnutdinova, E, Kiiski, J, Kitahara, CM, Knight, JA, Ko, Y-D, Koppert, LB, Kosma, V-M, Kraft, P, Kristensen, VN, Kruger, U, Kuehl, T, Lambrechts, D, Le Marchand, L, Lee, E, Lejbkowicz, F, Li, L, Lindblom, A, Lindstrom, S, Linet, M, Lissowska, J, Lo, W-Y, Loibl, S, Lubinski, J, Lux, MP, MacInnis, RJ, Maierthaler, M, Maishman, T, Makalic, E, Mannermaa, A, Manoochehri, M, Manoukian, S, Margolin, S, Martinez, ME, Mavroudis, D, McLean, C, Meindl, A, Middha, P, Miller, N, Milne, RL, Moreno, F, Mulligan, AM, Mulot, C, Nassir, R, Neuhausen, SL, Newman, WT, Nielsen, SF, Nordestgaard, BG, Norman, A, Olsson, H, Orr, N, Pankratz, VS, Park-Simon, T-W, Perez, JIA, Perez-Barrios, C, Peterlongo, P, Petridis, C, Pinchev, M, Prajzendanc, K, Prentice, R, Presneau, N, Prokofieva, D, Pylkas, K, Rack, B, Radice, P, Ramachandran, D, Rennert, G, Rennert, HS, Rhenius, V, Romero, A, Roylance, R, Saloustros, E, Sawyer, EJ, Schmidt, DF, Schmutzler, RK, Schneeweiss, A, Schoemaker, MJ, Schumacher, F, Schwentner, L, Scott, RJ, Scott, C, Seynaeve, C, Shah, M, Simard, J, Smeets, A, Sohn, C, Southey, MC, Swerdlow, AJ, Talhouk, A, Tamimi, RM, Tapper, WJ, Teixeira, MR, Tengstrom, M, Terry, MB, Thoene, K, Tollenaar, RAEM, Tomlinson, I, Torres, D, Truong, T, Turman, C, Turnbull, C, Ulmer, H-U, Untch, M, Vachon, C, van Asperen, CJ, van den Ouweland, AMW, van Veen, EM, Wendt, C, Whittemore, AS, Willett, W, Winqvist, R, Wolk, A, Yang, XR, Zhang, Y, Easton, DF, Fasching, PA, Nevanlinna, H, Eccles, DM, Pharoah, PDP, Schmidt, MK, Escala-Garcia, M, Guo, Q, Doerk, T, Canisius, S, Keeman, R, Dennis, J, Beesley, J, Lecarpentier, J, Bolla, MK, Wang, Q, Abraham, J, Andrulis, IL, Anton-Culver, H, Arndt, V, Auer, PL, Beckmann, MW, Behrens, S, Benitez, J, Bermisheva, M, Bernstein, L, Blomqvist, C, Boeckx, B, Bojesen, SE, Bonanni, B, Borresen-Dale, A-L, Brauch, H, Brenner, H, Brentnall, A, Brinton, L, Broberg, P, Brock, IW, Brucker, SY, Burwinkel, B, Caldas, C, Caldes, T, Campa, D, Canzian, F, Carracedo, A, Carter, BD, Castelao, JE, Chang-Claude, J, Chanock, SJ, Chenevix-Trench, G, Cheng, T-YD, Chin, S-F, Clarke, CL, Cordina-Duverger, E, Couch, FJ, Cox, DG, Cox, A, Cross, SS, Czene, K, Daly, MB, Devilee, P, Dunn, JA, Dunning, AM, Durcan, L, Dwek, M, Earl, HM, Ekici, AB, Eliassen, AH, Ellberg, C, Engel, C, Eriksson, M, Evans, DG, Figueroa, J, Flesch-Janys, D, Flyger, H, Gabrielson, M, Gago-Dominguez, M, Galle, E, Gapstur, SM, Garcia-Closas, M, Garcia-Saenz, JA, Gaudet, MM, George, A, Georgoulias, V, Giles, GG, Glendon, G, Goldgar, DE, Gonzalez-Neira, A, Alnaes, GIG, Grip, M, Guenel, P, Haeberle, L, Hahnen, E, Haiman, CA, Hakansson, N, Hall, P, Hamann, U, Hankinson, S, Harkness, EF, Harrington, PA, Hart, SN, Hartikainen, JM, Hein, A, Hillemanns, P, Hiller, L, Holleczek, B, Hollestelle, A, Hooning, MJ, Hoover, RN, Hopper, JL, Howell, A, Huang, G, Humphreys, K, Hunter, DJ, Janni, W, John, EM, Jones, ME, Jukkola-Vuorinen, A, Jung, A, Kaaks, R, Kabisch, M, Kaczmarek, K, Kerin, MJ, Khan, S, Khusnutdinova, E, Kiiski, J, Kitahara, CM, Knight, JA, Ko, Y-D, Koppert, LB, Kosma, V-M, Kraft, P, Kristensen, VN, Kruger, U, Kuehl, T, Lambrechts, D, Le Marchand, L, Lee, E, Lejbkowicz, F, Li, L, Lindblom, A, Lindstrom, S, Linet, M, Lissowska, J, Lo, W-Y, Loibl, S, Lubinski, J, Lux, MP, MacInnis, RJ, Maierthaler, M, Maishman, T, Makalic, E, Mannermaa, A, Manoochehri, M, Manoukian, S, Margolin, S, Martinez, ME, Mavroudis, D, McLean, C, Meindl, A, Middha, P, Miller, N, Milne, RL, Moreno, F, Mulligan, AM, Mulot, C, Nassir, R, Neuhausen, SL, Newman, WT, Nielsen, SF, Nordestgaard, BG, Norman, A, Olsson, H, Orr, N, Pankratz, VS, Park-Simon, T-W, Perez, JIA, Perez-Barrios, C, Peterlongo, P, Petridis, C, Pinchev, M, Prajzendanc, K, Prentice, R, Presneau, N, Prokofieva, D, Pylkas, K, Rack, B, Radice, P, Ramachandran, D, Rennert, G, Rennert, HS, Rhenius, V, Romero, A, Roylance, R, Saloustros, E, Sawyer, EJ, Schmidt, DF, Schmutzler, RK, Schneeweiss, A, Schoemaker, MJ, Schumacher, F, Schwentner, L, Scott, RJ, Scott, C, Seynaeve, C, Shah, M, Simard, J, Smeets, A, Sohn, C, Southey, MC, Swerdlow, AJ, Talhouk, A, Tamimi, RM, Tapper, WJ, Teixeira, MR, Tengstrom, M, Terry, MB, Thoene, K, Tollenaar, RAEM, Tomlinson, I, Torres, D, Truong, T, Turman, C, Turnbull, C, Ulmer, H-U, Untch, M, Vachon, C, van Asperen, CJ, van den Ouweland, AMW, van Veen, EM, Wendt, C, Whittemore, AS, Willett, W, Winqvist, R, Wolk, A, Yang, XR, Zhang, Y, Easton, DF, Fasching, PA, Nevanlinna, H, Eccles, DM, Pharoah, PDP, and Schmidt, MK
Abstract: BACKGROUND: We examined the associations between germline variants and breast cancer mortality using a large meta-analysis of women of European ancestry. METHODS: Meta-analyses included summary estimates based on Cox models of twelve datasets using ~10.4 million variants for 96,661 women with breast cancer and 7697 events (breast cancer-specific deaths). Oestrogen receptor (ER)-specific analyses were based on 64,171 ER-positive (4116) and 16,172 ER-negative (2125) patients. We evaluated the probability of a signal to be a true positive using the Bayesian false discovery probability (BFDP). RESULTS: We did not find any variant associated with breast cancer-specific mortality at P < 5 × 10-8. For ER-positive disease, the most significantly associated variant was chr7:rs4717568 (BFDP = 7%, P = 1.28 × 10-7, hazard ratio [HR] = 0.88, 95% confidence interval [CI] = 0.84-0.92); the closest gene is AUTS2. For ER-negative disease, the most significant variant was chr7:rs67918676 (BFDP = 11%, P = 1.38 × 10-7, HR = 1.27, 95% CI = 1.16-1.39); located within a long intergenic non-coding RNA gene (AC004009.3), close to the HOXA gene cluster. CONCLUSIONS: We uncovered germline variants on chromosome 7 at BFDP < 15% close to genes for which there is biological evidence related to breast cancer outcome. However, the paucity of variants associated with mortality at genome-wide significance underpins the challenge in providing genetic-based individualised prognostic information for breast cancer patients.
Published: 2019

43. Polygenic Risk Scores for Prediction of Breast Cancer and Breast Cancer Subtypes

Author: Mavaddat, N, Michailidou, K, Dennis, J, Lush, M, Fachal, L, Lee, A, Tyrer, JP, Chen, T-H, Wang, Q, Bolla, MK, Yang, X, Adank, MA, Ahearn, T, Aittomaki, K, Allen, J, Andrulis, IL, Anton-Culver, H, Antonenkova, NN, Arndt, V, Aronson, KJ, Auer, PL, Auvinen, P, Barrdahl, M, Freeman, LEB, Beckmann, MW, Behrens, S, Benitez, J, Bermisheva, M, Bernstein, L, Blomqvist, C, Bogdanova, N, Bojesen, SE, Bonanni, B, Borresen-Dale, A-L, Brauch, H, Bremer, M, Brenner, H, Brentnall, A, Brock, IW, Brooks-Wilson, A, Brucker, SY, Bruening, T, Burwinkel, B, Campa, D, Carter, BD, Castelao, JE, Chanock, SJ, Chlebowski, R, Christiansen, H, Clarke, CL, Collee, JM, Cordina-Duverger, E, Cornelissen, S, Couch, FJ, Cox, A, Cross, SS, Czene, K, Daly, MB, Devilee, P, Doerk, T, dos-Santos-Silva, I, Dumont, M, Durcan, L, Dwek, M, Eccles, DM, Ekici, AB, Eliassen, AH, Ellberg, C, Engel, C, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, J, Fletcher, O, Flyger, H, Foersti, A, Fritschi, L, Gabrielson, M, Gago-Dominguez, M, Gapstur, SM, Garcia-Saenz, JA, Gaudet, MM, Georgoulias, V, Giles, GG, Gilyazova, IR, Glendon, G, Goldberg, MS, Goldgar, DE, Gonzalez-Neira, A, Alnaes, GIG, Grip, M, Gronwald, J, Grundy, A, Guenel, P, Haeberle, L, Hahnen, E, Haiman, CA, Hakansson, N, Hamann, U, Hankinson, SE, Harkness, EF, Hart, SN, He, W, Hein, A, Heyworth, J, Hillemanns, P, Hollestelle, A, Hooning, MJ, Hoover, RN, Hopper, JL, Howell, A, Huang, G, Humphreys, K, Hunter, DJ, Jakimovska, M, Jakubowska, A, Janni, W, John, EM, Johnson, N, Jones, ME, Jukkola-Vuorinen, A, Jung, A, Kaaks, R, Kaczmarek, K, Kataja, V, Keeman, R, Kerin, MJ, Khusnutdinova, E, Kiiski, J, Knight, JA, Ko, Y-D, Kosma, V-M, Koutros, S, Kristensen, VN, Kruger, U, Kuehl, T, Lambrechts, D, Le Marchand, L, Lee, E, Lejbkowicz, F, Lilyquist, J, Lindblom, A, Lindstrom, S, Lissowska, J, Lo, W-Y, Loibl, S, Long, J, Lubinski, J, Lux, MP, MacInnis, RJ, Maishman, T, Makalic, E, Kostovska, IM, Mannermaa, A, Manoukian, S, Margolin, S, Martens, JWM, Martinez, ME, Mavroudis, D, McLean, C, Meindl, A, Menon, U, Middha, P, Miller, N, Moreno, F, Mulligan, AM, Mulot, C, Munoz-Garzon, VM, Neuhausen, SL, Nevanlinna, H, Neven, P, Newman, WG, Nielsen, SF, Nordestgaard, BG, Norman, A, Offit, K, Olson, JE, Olsson, H, Orr, N, Pankratz, VS, Park-Simon, T-W, Perez, JIA, Perez-Barrios, C, Peterlongo, P, Peto, J, Pinchev, M, Plaseska-Karanfilska, D, Polley, EC, Prentice, R, Presneau, N, Prokofyeva, D, Purrington, K, Pylkas, K, Rack, B, Radice, P, Rau-Murthy, R, Rennert, G, Rennert, HS, Rhenius, V, Robson, M, Romero, A, Ruddy, KJ, Ruebner, M, Saloustros, E, Sandler, DP, Sawyer, EJ, Schmidt, DF, Schmutzler, RK, Schneeweiss, A, Schoemaker, MJ, Schumacher, F, Schuermann, P, Schwentner, L, Scott, C, Scott, RJ, Seynaeve, C, Shah, M, Sherman, ME, Shrubsole, MJ, Shu, X-O, Slager, S, Smeets, A, Sohn, C, Soucy, P, Southey, MC, Spinelli, JJ, Stegmaier, C, Stone, J, Swerdlow, AJ, Tamimi, RM, Tapper, WJ, Taylor, JA, Terry, MB, Thoene, K, Tollenaar, RAEM, Tomlinson, I, Truong, T, Tzardi, M, Ulmer, H-U, Untch, M, Vachon, CM, van Veen, EM, Vijai, J, Weinberg, CR, Wendt, C, Whittemore, AS, Wildiers, H, Willett, W, Winqvist, R, Wolk, A, Yang, XR, Yannoukakos, D, Zhang, Y, Zheng, W, Ziogas, A, Clarke, C, Balleine, R, Baxter, R, Braye, S, Carpenter, J, Dahlstrom, J, Forbes, J, Lee, CS, Marsh, D, Morey, A, Pathmanathan, N, Scott, R, Simpson, P, Spigelman, A, Wilcken, N, Yip, D, Zeps, N, Sexton, A, Dobrovic, A, Christian, A, Trainer, A, Fellows, A, Shelling, A, De Fazio, A, Blackburn, A, Crook, A, Meiser, B, Patterson, B, Saunders, C, Hunt, C, Amor, D, Ortega, DG, Edkins, E, Salisbury, E, Haan, E, Macrea, F, Farshid, G, Lindeman, G, Trench, G, Mann, G, Giles, G, Gill, G, Thorne, H, Campbell, I, Hickie, I, Caldon, L, Winship, I, Cui, J, Flanagan, J, Kollias, J, Visvader, J, Taylor, J, Burke, J, Saunus, J, Forbs, J, Hopper, J, Beesley, J, Kirk, J, French, J, Tucker, K, Wu, K, Phillips, K, Forrest, L, Lipton, L, Andrews, L, Lobb, L, Walker, L, Kentwell, M, Spurdle, M, Cummings, M, Gleeson, M, Harris, M, Jenkins, M, Young, MA, Delatycki, M, Wallis, M, Burgess, M, Brown, M, Southey, M, Bogwitz, M, Field, M, Friedlander, M, Gattas, M, Saleh, M, Aghmesheh, M, Hayward, N, Pachter, N, Cohen, P, Duijf, P, James, P, Fong, P, Butow, P, Williams, R, Kefford, R, Simard, J, Balleine, R-M, Dawson, S-J, Lok, S, O'connell, S, Greening, S, Nightingale, S, Edwards, S, Fox, S, McLachlan, S-A, Lakhani, S, Dudding, T, Antill, Y, Sahlberg, KK, Ottestad, L, Karesen, R, Schlichting, E, Holmen, MM, Sauer, T, Haakensen, V, Engebraten, O, Naume, B, Fossa, A, Kiserud, CE, Reinertsen, K, Helland, A, Riis, M, Geisler, J, Dunning, AM, Thompson, DJ, Chenevix-Trench, G, Chang-Claude, J, Schmidt, MK, Hall, P, Milne, RL, Pharoah, PDP, Antoniou, AC, Chatterjee, N, Kraft, P, Garcia-Closas, M, Easton, DF, Mavaddat, N, Michailidou, K, Dennis, J, Lush, M, Fachal, L, Lee, A, Tyrer, JP, Chen, T-H, Wang, Q, Bolla, MK, Yang, X, Adank, MA, Ahearn, T, Aittomaki, K, Allen, J, Andrulis, IL, Anton-Culver, H, Antonenkova, NN, Arndt, V, Aronson, KJ, Auer, PL, Auvinen, P, Barrdahl, M, Freeman, LEB, Beckmann, MW, Behrens, S, Benitez, J, Bermisheva, M, Bernstein, L, Blomqvist, C, Bogdanova, N, Bojesen, SE, Bonanni, B, Borresen-Dale, A-L, Brauch, H, Bremer, M, Brenner, H, Brentnall, A, Brock, IW, Brooks-Wilson, A, Brucker, SY, Bruening, T, Burwinkel, B, Campa, D, Carter, BD, Castelao, JE, Chanock, SJ, Chlebowski, R, Christiansen, H, Clarke, CL, Collee, JM, Cordina-Duverger, E, Cornelissen, S, Couch, FJ, Cox, A, Cross, SS, Czene, K, Daly, MB, Devilee, P, Doerk, T, dos-Santos-Silva, I, Dumont, M, Durcan, L, Dwek, M, Eccles, DM, Ekici, AB, Eliassen, AH, Ellberg, C, Engel, C, Eriksson, M, Evans, DG, Fasching, PA, Figueroa, J, Fletcher, O, Flyger, H, Foersti, A, Fritschi, L, Gabrielson, M, Gago-Dominguez, M, Gapstur, SM, Garcia-Saenz, JA, Gaudet, MM, Georgoulias, V, Giles, GG, Gilyazova, IR, Glendon, G, Goldberg, MS, Goldgar, DE, Gonzalez-Neira, A, Alnaes, GIG, Grip, M, Gronwald, J, Grundy, A, Guenel, P, Haeberle, L, Hahnen, E, Haiman, CA, Hakansson, N, Hamann, U, Hankinson, SE, Harkness, EF, Hart, SN, He, W, Hein, A, Heyworth, J, Hillemanns, P, Hollestelle, A, Hooning, MJ, Hoover, RN, Hopper, JL, Howell, A, Huang, G, Humphreys, K, Hunter, DJ, Jakimovska, M, Jakubowska, A, Janni, W, John, EM, Johnson, N, Jones, ME, Jukkola-Vuorinen, A, Jung, A, Kaaks, R, Kaczmarek, K, Kataja, V, Keeman, R, Kerin, MJ, Khusnutdinova, E, Kiiski, J, Knight, JA, Ko, Y-D, Kosma, V-M, Koutros, S, Kristensen, VN, Kruger, U, Kuehl, T, Lambrechts, D, Le Marchand, L, Lee, E, Lejbkowicz, F, Lilyquist, J, Lindblom, A, Lindstrom, S, Lissowska, J, Lo, W-Y, Loibl, S, Long, J, Lubinski, J, Lux, MP, MacInnis, RJ, Maishman, T, Makalic, E, Kostovska, IM, Mannermaa, A, Manoukian, S, Margolin, S, Martens, JWM, Martinez, ME, Mavroudis, D, McLean, C, Meindl, A, Menon, U, Middha, P, Miller, N, Moreno, F, Mulligan, AM, Mulot, C, Munoz-Garzon, VM, Neuhausen, SL, Nevanlinna, H, Neven, P, Newman, WG, Nielsen, SF, Nordestgaard, BG, Norman, A, Offit, K, Olson, JE, Olsson, H, Orr, N, Pankratz, VS, Park-Simon, T-W, Perez, JIA, Perez-Barrios, C, Peterlongo, P, Peto, J, Pinchev, M, Plaseska-Karanfilska, D, Polley, EC, Prentice, R, Presneau, N, Prokofyeva, D, Purrington, K, Pylkas, K, Rack, B, Radice, P, Rau-Murthy, R, Rennert, G, Rennert, HS, Rhenius, V, Robson, M, Romero, A, Ruddy, KJ, Ruebner, M, Saloustros, E, Sandler, DP, Sawyer, EJ, Schmidt, DF, Schmutzler, RK, Schneeweiss, A, Schoemaker, MJ, Schumacher, F, Schuermann, P, Schwentner, L, Scott, C, Scott, RJ, Seynaeve, C, Shah, M, Sherman, ME, Shrubsole, MJ, Shu, X-O, Slager, S, Smeets, A, Sohn, C, Soucy, P, Southey, MC, Spinelli, JJ, Stegmaier, C, Stone, J, Swerdlow, AJ, Tamimi, RM, Tapper, WJ, Taylor, JA, Terry, MB, Thoene, K, Tollenaar, RAEM, Tomlinson, I, Truong, T, Tzardi, M, Ulmer, H-U, Untch, M, Vachon, CM, van Veen, EM, Vijai, J, Weinberg, CR, Wendt, C, Whittemore, AS, Wildiers, H, Willett, W, Winqvist, 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Friedlander, M, Gattas, M, Saleh, M, Aghmesheh, M, Hayward, N, Pachter, N, Cohen, P, Duijf, P, James, P, Fong, P, Butow, P, Williams, R, Kefford, R, Simard, J, Balleine, R-M, Dawson, S-J, Lok, S, O'connell, S, Greening, S, Nightingale, S, Edwards, S, Fox, S, McLachlan, S-A, Lakhani, S, Dudding, T, Antill, Y, Sahlberg, KK, Ottestad, L, Karesen, R, Schlichting, E, Holmen, MM, Sauer, T, Haakensen, V, Engebraten, O, Naume, B, Fossa, A, Kiserud, CE, Reinertsen, K, Helland, A, Riis, M, Geisler, J, Dunning, AM, Thompson, DJ, Chenevix-Trench, G, Chang-Claude, J, Schmidt, MK, Hall, P, Milne, RL, Pharoah, PDP, Antoniou, AC, Chatterjee, N, Kraft, P, Garcia-Closas, M, and Easton, DF
Abstract: Stratification of women according to their risk of breast cancer based on polygenic risk scores (PRSs) could improve screening and prevention strategies. Our aim was to develop PRSs, optimized for prediction of estrogen receptor (ER)-specific disease, from the largest available genome-wide association dataset and to empirically validate the PRSs in prospective studies. The development dataset comprised 94,075 case subjects and 75,017 control subjects of European ancestry from 69 studies, divided into training and validation sets. Samples were genotyped using genome-wide arrays, and single-nucleotide polymorphisms (SNPs) were selected by stepwise regression or lasso penalized regression. The best performing PRSs were validated in an independent test set comprising 11,428 case subjects and 18,323 control subjects from 10 prospective studies and 190,040 women from UK Biobank (3,215 incident breast cancers). For the best PRSs (313 SNPs), the odds ratio for overall disease per 1 standard deviation in ten prospective studies was 1.61 (95%CI: 1.57-1.65) with area under receiver-operator curve (AUC) = 0.630 (95%CI: 0.628-0.651). The lifetime risk of overall breast cancer in the top centile of the PRSs was 32.6%. Compared with women in the middle quintile, those in the highest 1% of risk had 4.37- and 2.78-fold risks, and those in the lowest 1% of risk had 0.16- and 0.27-fold risks, of developing ER-positive and ER-negative disease, respectively. Goodness-of-fit tests indicated that this PRS was well calibrated and predicts disease risk accurately in the tails of the distribution. This PRS is a powerful and reliable predictor of breast cancer risk that may improve breast cancer prevention programs.
Published: 2019

44. Genome-wide association and transcriptome studies identify target genes and risk loci for breast cancer

Author: Ferreira, M. A. (Manuel A.), Gamazon, E. R. (Eric R.), Al-Ejeh, F. (Fares), Aittomaki, K. (Kristiina), Andrulis, I. L. (Irene L.), Anton-Culver, H. (Hoda), Arason, A. (Adalgeir), Arndt, V. (Volker), Aronson, K. J. (Kristan J.), Arun, B. K. (Banu K.), Asseryanis, E. (Ella), Azzollini, J. (Jacopo), Balmana, J. (Judith), Barnes, D. R. (Daniel R.), Barrowdale, D. (Daniel), Beckmann, M. W. (Matthias W.), Behrens, S. (Sabine), Benitez, J. (Javier), Bermisheva, M. (Marina), Bialkowska, K. (Katarzyna), Blomqvist, C. (Carl), Bogdanova, N. V. (Natalia, V), Bojesen, S. E. (Stig E.), Bolla, M. K. (Manjeet K.), Borg, A. (Ake), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Broeks, A. (Annegien), Burwinkel, B. (Barbara), Caldes, T. (Trinidad), Caligo, M. A. (Maria A.), Campa, D. (Daniele), Campbell, I. (Ian), Canzian, F. (Federico), Carter, J. (Jonathan), Carter, B. D. (Brian D.), Castelao, J. E. (Jose E.), Chang-Claude, J. (Jenny), Chanock, S. J. (Stephen J.), Christiansen, H. (Hans), Chung, W. K. (Wendy K.), Claes, K. B. (Kathleen B. M.), Clarke, C. L. (Christine L.), Couch, F. J. (Fergus J.), Cox, A. (Angela), Cross, S. S. (Simon S.), Czene, K. (Kamila), Daly, M. B. (Mary B.), de la Hoya, M. (Miguel), Dennis, J. (Joe), Devilee, P. (Peter), Diez, O. (Orland), Doerk, T. (Thilo), Dunning, A. M. (Alison M.), Dwek, M. (Miriam), Eccles, D. M. (Diana M.), Ejlertsen, B. (Bent), Ellberg, C. (Carolina), Engel, C. (Christoph), Eriksson, M. (Mikael), Fasching, P. A. (Peter A.), Fletcher, O. (Olivia), Flyger, H. (Henrik), Friedman, E. (Eitan), Frost, D. (Debra), Gabrielson, M. (Marike), Gago-Dominguez, M. (Manuela), Ganz, P. A. (Patricia A.), Gapstur, S. M. (Susan M.), Garber, J. (Judy), Garcia-Closas, M. (Montserrat), Garcia-Saenz, J. A. (Jose A.), Gaudet, M. M. (Mia M.), Giles, G. G. (Graham G.), Glendon, G. (Gord), Godwin, A. K. (Andrew K.), Goldberg, M. S. (Mark S.), Goldgar, D. E. (David E.), Gonzalez-Neira, A. (Anna), Greene, M. H. (Mark H.), Gronwald, J. (Jacek), Guenel, P. (Pascal), Haiman, C. A. (Christopher A.), Hall, P. (Per), Hamann, U. (Ute), He, W. (Wei), Heyworth, J. (Jane), Hogervorst, F. B. (Frans B. L.), Hollestelle, A. (Antoinette), Hoover, R. N. (Robert N.), Hopper, J. L. (John L.), Hulick, P. J. (Peter J.), Humphreys, K. (Keith), Imyanitov, E. N. (Evgeny N.), Isaacs, C. (Claudine), Jakimovska, M. (Milena), Jakubowska, A. (Anna), James, P. A. (Paul A.), Janavicius, R. (Ramunas), Jankowitz, R. C. (Rachel C.), John, E. M. (Esther M.), Johnson, N. (Nichola), Joseph, V. (Vijai), Karlan, B. Y. (Beth Y.), Khusnutdinova, E. (Elza), Kiiski, J. I. (Johanna, I), Ko, Y.-D. (Yon-Dschun), Jones, M. E. (Michael E.), Konstantopoulou, I. (Irene), Kristensen, V. N. (Vessela N.), Laitman, Y. (Yael), Lambrechts, D. (Diether), Lazaro, C. (Conxi), Leslie, G. (Goska), Lester, J. (Jenny), Lesueur, F. (Fabienne), Lindstrom, S. (Sara), Long, J. (Jirong), Loud, J. T. (Jennifer T.), Lubinski, J. (Jan), Makalic, E. (Enes), Mannermaa, A. (Arto), Manoochehri, M. (Mehdi), Margolin, S. (Sara), Maurer, T. (Tabea), Mavroudis, D. (Dimitrios), McGuffog, L. (Lesley), Meindl, A. (Alfons), Menon, U. (Usha), Michailidou, K. (Kyriaki), Miller, A. (Austin), Montagna, M. (Marco), Moreno, F. (Fernando), Moserle, L. (Lidia), Mulligan, A. M. (Anna Marie), Nathanson, K. L. (Katherine L.), Neuhausen, S. L. (Susan L.), Nevanlinna, H. (Heli), Nevelsteen, I. (Ines), Nielsen, F. C. (Finn C.), Nikitina-Zake, L. (Liene), Nussbaum, R. L. (Robert L.), Offit, K. (Kenneth), Olah, E. (Edith), Olopade, O. I. (Olufunmilayo, I), Olsson, H. (Hakan), Osorio, A. (Ana), Papp, J. (Janos), Park-Simon, T.-W. (Tjoung-Won), Parsons, M. T. (Michael T.), Pedersen, I. S. (Inge Sokilde), Peixoto, A. (Ana), Peterlongo, P. (Paolo), Pharoah, P. D. (Paul D. P.), Plaseska-Karanfilska, D. (Dijana), Poppe, B. (Bruce), Presneau, N. (Nadege), Radice, P. (Paolo), Rantala, J. (Johanna), Rennert, G. (Gad), Risch, H. A. (Harvey A.), Saloustros, E. (Emmanouil), Sanden, K. (Kristin), Sawyer, E. J. (Elinor J.), Schmidt, M. K. (Marjanka K.), Schmutzler, R. K. (Rita K.), Sharma, P. (Priyanka), Shu, X.-O. (Xiao-Ou), Simard, J. (Jacques), Singer, C. F. (Christian F.), Soucy, P. (Penny), Southey, M. C. (Melissa C.), Spinelli, J. J. (John J.), Spurdle, A. B. (Amanda B.), Stone, J. (Jennifer), Swerdlow, A. J. (Anthony J.), Tapper, W. J. (William J.), Taylor, J. A. (Jack A.), Teixeira, M. R. (Manuel R.), Terry, M. B. (Mary Beth), Teule, A. (Alex), Thomassen, M. (Mads), Thoene, K. (Kathrin), Thull, D. L. (Darcy L.), Tischkowitz, M. (Marc), Toland, A. E. (Amanda E.), Torres, D. (Diana), Truong, T. (Therese), Tung, N. (Nadine), Vachon, C. M. (Celine M.), van Asperen, C. J. (Christi J.), van den Ouweland, A. M. (Ans M. W.), van Rensburg, E. J. (Elizabeth J.), Vega, A. (Ana), Viel, A. (Alessandra), Wang, Q. (Qin), Wappenschmidt, B. (Barbara), Weitzel, J. N. (Jeffrey N.), Wendt, C. (Camilla), Winqvist, R. (Robert), Yang, X. R. (Xiaohong R.), Yannoukakos, D. (Drakoulis), Ziogas, A. (Argyrios), Kraft, P. (Peter), Antoniou, A. C. (Antonis C.), Zheng, W. (Wei), Easton, D. F. (Douglas F.), Milne, R. L. (Roger L.), Beesley, J. (Jonathan), Chenevix-Trench, G. (Georgia), Arnold, N. (Norbert), Auber, B. (Bernd), Bogdanova-Markov, N. (Nadja), Borde, J. (Julika), Caliebe, A. (Almuth), Ditsch, N. (Nina), Dworniczak, B. (Bernd), Engert, S. (Stefanie), Faust, U. (Ulrike), Gehrig, A. (Andrea), Hahnen, E. (Eric), Hauke, J. (Jan), Hentschel, J. (Julia), Herold, N. (Natalie), Honisch, E. (Ellen), Just, W. (Walter), Kast, K. (Karin), Larsen, M. (Mirjam), Lemke, J. (Johannes), . (), Niederacher, D. (Dieter), Ott, C.-E. (Claus-Eric), Platzer, K. (Konrad), Pohl-Rescigno, E. (Esther), Ramser, J. (Juliane), Rhiem, K. (Kerstin), Steinemann, D. (Doris), Sutter, C. (Christian), Varon-Mateeva, R. (Raymonda), Wang-Gohrke, S. (Shan), Weber, B. H. (Bernhard H. F.), Prieur, F. (Fabienne), Pujol, P. (Pascal), Sagne, C. (Charlotte), Sevenet, N. (Nicolas), Sobol, H. (Hagay), Sokolowska, J. (Johanna), Stoppa-Lyonnet, D. (Dominique), Venat-Bouvet, L. (Laurence), Adlard, J. (Julian), Ahmed, M. (Munaza), Barwell, J. (Julian), Brady, A. (Angela), Brewer, C. (Carole), Cook, J. (Jackie), Davidson, R. (Rosemarie), Donaldson, A. (Alan), Eason, J. (Jacqueline), Eeles, R. (Ros), Evans, D. G. (D. Gareth), Gregory, H. (Helen), Hanson, H. (Helen), Henderson, A. (Alex), Hodgson, S. (Shirley), Izatt, L. (Louise), Kennedy, M. J. (M. John), Lalloo, F. (Fiona), Miller, C. (Clare), Morrison, P. J. (Patrick J.), Ong, K.-r. (Kai-ren), Perkins, J. (Jo), Porteous, M. E. (Mary E.), Rogers, M. T. (Mark T.), Side, L. E. (Lucy E.), Snape, K. (Katie), Walker, L. (Lisa), Harrington, P. A. (Patricia A.), Heemskerk-Gerritsen, B. A. (Bernadette A. M.), Rookus, M. A. (Matti A.), Seynaeve, C. M. (Caroline M.), van der Baan, F. H. (Frederieke H.), van der Hout, A. H. (Annemieke H.), van der Kolk, L. E. (Lizet E.), van der Luijt, R. B. (Rob B.), van Deurzen, C. H. (Carolien H. M.), van Doorn, H. C. (Helena C.), van Engelen, K. (Klaartje), van Hest, L. (Liselotte), van Os, T. A. (Theo A. M.), Verhoef, S. (Senno), Vogel, M. J. (Maartje J.), Wijnen, J. T. (Juul T.), Miron, A. (Alexander), Kapuscinski, M. (Miroslav), Bane, A. (Anita), Ross, E. (Eric), Buys, S. S. (Saundra S.), Conner, T. A. (Thomas A.), Balleine, R. (Rosemary), Baxter, R. (Robert), Braye, S. (Stephen), Carpenter, J. (Jane), Dahlstrom, J. (Jane), Forbes, J. (John), Lee, S. C. (Soon C.), Marsh, D. (Deborah), Morey, A. (Adrienne), Pathmanathan, N. (Nirmala), Simpson, P. (Peter), Spigelman, A. (Allan), Wilcken, N. (Nicholas), Yip, D. (Desmond), Ferreira, M. A. (Manuel A.), Gamazon, E. R. (Eric R.), Al-Ejeh, F. (Fares), Aittomaki, K. (Kristiina), Andrulis, I. L. (Irene L.), Anton-Culver, H. (Hoda), Arason, A. (Adalgeir), Arndt, V. (Volker), Aronson, K. J. (Kristan J.), Arun, B. K. (Banu K.), Asseryanis, E. (Ella), Azzollini, J. (Jacopo), Balmana, J. (Judith), Barnes, D. R. (Daniel R.), Barrowdale, D. (Daniel), Beckmann, M. W. (Matthias W.), Behrens, S. (Sabine), Benitez, J. (Javier), Bermisheva, M. (Marina), Bialkowska, K. (Katarzyna), Blomqvist, C. (Carl), Bogdanova, N. V. (Natalia, V), Bojesen, S. E. (Stig E.), Bolla, M. K. (Manjeet K.), Borg, A. (Ake), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Broeks, A. (Annegien), Burwinkel, B. (Barbara), Caldes, T. (Trinidad), Caligo, M. A. (Maria A.), Campa, D. (Daniele), Campbell, I. (Ian), Canzian, F. (Federico), Carter, J. (Jonathan), Carter, B. D. (Brian D.), Castelao, J. E. (Jose E.), Chang-Claude, J. (Jenny), Chanock, S. J. (Stephen J.), Christiansen, H. (Hans), Chung, W. K. (Wendy K.), Claes, K. B. (Kathleen B. M.), Clarke, C. L. (Christine L.), Couch, F. J. (Fergus J.), Cox, A. (Angela), Cross, S. S. (Simon S.), Czene, K. (Kamila), Daly, M. B. (Mary B.), de la Hoya, M. (Miguel), Dennis, J. (Joe), Devilee, P. (Peter), Diez, O. (Orland), Doerk, T. (Thilo), Dunning, A. M. (Alison M.), Dwek, M. (Miriam), Eccles, D. M. (Diana M.), Ejlertsen, B. (Bent), Ellberg, C. (Carolina), Engel, C. (Christoph), Eriksson, M. (Mikael), Fasching, P. A. (Peter A.), Fletcher, O. (Olivia), Flyger, H. (Henrik), Friedman, E. (Eitan), Frost, D. (Debra), Gabrielson, M. (Marike), Gago-Dominguez, M. (Manuela), Ganz, P. A. (Patricia A.), Gapstur, S. M. (Susan M.), Garber, J. (Judy), Garcia-Closas, M. (Montserrat), Garcia-Saenz, J. A. (Jose A.), Gaudet, M. M. (Mia M.), Giles, G. G. (Graham G.), Glendon, G. (Gord), Godwin, A. K. (Andrew K.), Goldberg, M. S. (Mark S.), Goldgar, D. E. (David E.), Gonzalez-Neira, A. (Anna), Greene, M. H. (Mark H.), Gronwald, J. (Jacek), Guenel, P. (Pascal), Haiman, C. A. (Christopher A.), Hall, P. (Per), Hamann, U. (Ute), He, W. (Wei), Heyworth, J. (Jane), Hogervorst, F. B. (Frans B. L.), Hollestelle, A. (Antoinette), Hoover, R. N. (Robert N.), Hopper, J. L. (John L.), Hulick, P. J. (Peter J.), Humphreys, K. (Keith), Imyanitov, E. N. (Evgeny N.), Isaacs, C. (Claudine), Jakimovska, M. (Milena), Jakubowska, A. (Anna), James, P. A. (Paul A.), Janavicius, R. (Ramunas), Jankowitz, R. C. (Rachel C.), John, E. M. (Esther M.), Johnson, N. (Nichola), Joseph, V. (Vijai), Karlan, B. Y. (Beth Y.), Khusnutdinova, E. (Elza), Kiiski, J. I. (Johanna, I), Ko, Y.-D. (Yon-Dschun), Jones, M. E. (Michael E.), Konstantopoulou, I. (Irene), Kristensen, V. N. (Vessela N.), Laitman, Y. (Yael), Lambrechts, D. (Diether), Lazaro, C. (Conxi), Leslie, G. (Goska), Lester, J. (Jenny), Lesueur, F. (Fabienne), Lindstrom, S. (Sara), Long, J. (Jirong), Loud, J. T. (Jennifer T.), Lubinski, J. (Jan), Makalic, E. (Enes), Mannermaa, A. (Arto), Manoochehri, M. (Mehdi), Margolin, S. (Sara), Maurer, T. (Tabea), Mavroudis, D. (Dimitrios), McGuffog, L. (Lesley), Meindl, A. (Alfons), Menon, U. (Usha), Michailidou, K. (Kyriaki), Miller, A. (Austin), Montagna, M. (Marco), Moreno, F. (Fernando), Moserle, L. (Lidia), Mulligan, A. M. (Anna Marie), Nathanson, K. L. (Katherine L.), Neuhausen, S. L. (Susan L.), Nevanlinna, H. (Heli), Nevelsteen, I. (Ines), Nielsen, F. C. (Finn C.), Nikitina-Zake, L. (Liene), Nussbaum, R. L. (Robert L.), Offit, K. (Kenneth), Olah, E. (Edith), Olopade, O. I. (Olufunmilayo, I), Olsson, H. (Hakan), Osorio, A. (Ana), Papp, J. (Janos), Park-Simon, T.-W. (Tjoung-Won), Parsons, M. T. (Michael T.), Pedersen, I. S. (Inge Sokilde), Peixoto, A. (Ana), Peterlongo, P. (Paolo), Pharoah, P. D. (Paul D. P.), Plaseska-Karanfilska, D. (Dijana), Poppe, B. (Bruce), Presneau, N. (Nadege), Radice, P. (Paolo), Rantala, J. (Johanna), Rennert, G. (Gad), Risch, H. A. (Harvey A.), Saloustros, E. (Emmanouil), Sanden, K. (Kristin), Sawyer, E. J. (Elinor J.), Schmidt, M. K. (Marjanka K.), Schmutzler, R. K. (Rita K.), Sharma, P. (Priyanka), Shu, X.-O. (Xiao-Ou), Simard, J. (Jacques), Singer, C. F. (Christian F.), Soucy, P. (Penny), Southey, M. C. (Melissa C.), Spinelli, J. J. (John J.), Spurdle, A. B. (Amanda B.), Stone, J. (Jennifer), Swerdlow, A. J. (Anthony J.), Tapper, W. J. (William J.), Taylor, J. A. (Jack A.), Teixeira, M. R. (Manuel R.), Terry, M. B. (Mary Beth), Teule, A. (Alex), Thomassen, M. (Mads), Thoene, K. (Kathrin), Thull, D. L. (Darcy L.), Tischkowitz, M. (Marc), Toland, A. E. (Amanda E.), Torres, D. (Diana), Truong, T. (Therese), Tung, N. (Nadine), Vachon, C. M. (Celine M.), van Asperen, C. J. (Christi J.), van den Ouweland, A. M. (Ans M. W.), van Rensburg, E. J. (Elizabeth J.), Vega, A. (Ana), Viel, A. (Alessandra), Wang, Q. (Qin), Wappenschmidt, B. (Barbara), Weitzel, J. N. (Jeffrey N.), Wendt, C. (Camilla), Winqvist, R. (Robert), Yang, X. R. (Xiaohong R.), Yannoukakos, D. (Drakoulis), Ziogas, A. (Argyrios), Kraft, P. (Peter), Antoniou, A. C. (Antonis C.), Zheng, W. (Wei), Easton, D. F. (Douglas F.), Milne, R. L. (Roger L.), Beesley, J. (Jonathan), Chenevix-Trench, G. (Georgia), Arnold, N. (Norbert), Auber, B. (Bernd), Bogdanova-Markov, N. (Nadja), Borde, J. (Julika), Caliebe, A. (Almuth), Ditsch, N. (Nina), Dworniczak, B. (Bernd), Engert, S. (Stefanie), Faust, U. (Ulrike), Gehrig, A. (Andrea), Hahnen, E. (Eric), Hauke, J. (Jan), Hentschel, J. (Julia), Herold, N. (Natalie), Honisch, E. (Ellen), Just, W. (Walter), Kast, K. (Karin), Larsen, M. (Mirjam), Lemke, J. (Johannes), . (), Niederacher, D. (Dieter), Ott, C.-E. (Claus-Eric), Platzer, K. (Konrad), Pohl-Rescigno, E. (Esther), Ramser, J. (Juliane), Rhiem, K. (Kerstin), Steinemann, D. (Doris), Sutter, C. (Christian), Varon-Mateeva, R. (Raymonda), Wang-Gohrke, S. (Shan), Weber, B. H. (Bernhard H. F.), Prieur, F. (Fabienne), Pujol, P. (Pascal), Sagne, C. (Charlotte), Sevenet, N. (Nicolas), Sobol, H. (Hagay), Sokolowska, J. (Johanna), Stoppa-Lyonnet, D. (Dominique), Venat-Bouvet, L. (Laurence), Adlard, J. (Julian), Ahmed, M. (Munaza), Barwell, J. (Julian), Brady, A. (Angela), Brewer, C. (Carole), Cook, J. (Jackie), Davidson, R. (Rosemarie), Donaldson, A. (Alan), Eason, J. (Jacqueline), Eeles, R. (Ros), Evans, D. G. (D. Gareth), Gregory, H. (Helen), Hanson, H. (Helen), Henderson, A. (Alex), Hodgson, S. (Shirley), Izatt, L. (Louise), Kennedy, M. J. (M. John), Lalloo, F. (Fiona), Miller, C. (Clare), Morrison, P. J. (Patrick J.), Ong, K.-r. (Kai-ren), Perkins, J. (Jo), Porteous, M. E. (Mary E.), Rogers, M. T. (Mark T.), Side, L. E. (Lucy E.), Snape, K. (Katie), Walker, L. (Lisa), Harrington, P. A. (Patricia A.), Heemskerk-Gerritsen, B. A. (Bernadette A. M.), Rookus, M. A. (Matti A.), Seynaeve, C. M. (Caroline M.), van der Baan, F. H. (Frederieke H.), van der Hout, A. H. (Annemieke H.), van der Kolk, L. E. (Lizet E.), van der Luijt, R. B. (Rob B.), van Deurzen, C. H. (Carolien H. M.), van Doorn, H. C. (Helena C.), van Engelen, K. (Klaartje), van Hest, L. (Liselotte), van Os, T. A. (Theo A. M.), Verhoef, S. (Senno), Vogel, M. J. (Maartje J.), Wijnen, J. T. (Juul T.), Miron, A. (Alexander), Kapuscinski, M. (Miroslav), Bane, A. (Anita), Ross, E. (Eric), Buys, S. S. (Saundra S.), Conner, T. A. (Thomas A.), Balleine, R. (Rosemary), Baxter, R. (Robert), Braye, S. (Stephen), Carpenter, J. (Jane), Dahlstrom, J. (Jane), Forbes, J. (John), Lee, S. C. (Soon C.), Marsh, D. (Deborah), Morey, A. (Adrienne), Pathmanathan, N. (Nirmala), Simpson, P. (Peter), Spigelman, A. (Allan), Wilcken, N. (Nicholas), and Yip, D. (Desmond)
Abstract: Genome-wide association studies (GWAS) have identified more than 170 breast cancer susceptibility loci. Here we hypothesize that some risk-associated variants might act in non-breast tissues, specifically adipose tissue and immune cells from blood and spleen. Using expression quantitative trait loci (eQTL) reported in these tissues, we identify 26 previously unreported, likely target genes of overall breast cancer risk variants, and 17 for estrogen receptor (ER)-negative breast cancer, several with a known immune function. We determine the directional effect of gene expression on disease risk measured based on single and multiple eQTL. In addition, using a gene-based test of association that considers eQTL from multiple tissues, we identify seven (and four) regions with variants associated with overall (and ER-negative) breast cancer risk, which were not reported in previous GWAS. Further investigation of the function of the implicated genes in breast and immune cells may provide insights into the etiology of breast cancer.
Published: 2019

45. Polygenic risk scores for prediction of breast cancer and breast cancer subtypes

Author: Mavaddat, N. (Nasim), Michailidou, K. (Kyriaki), Dennis, J. (Joe), Lush, M. (Michael), Fachal, L. (Laura), Lee, A. (Andrew), Tyrer, J. P. (Jonathan P.), Chen, T.-H. (Ting-Huei), Wang, Q. (Qin), Bolla, M. K. (Manjeet K.), Yang, X. (Xin), Adank, M. A. (Muriel A.), Ahearn, T. (Thomas), Aittomaki, K. (Kristiina), Allen, J. (Jamie), Andrulis, I. L. (Irene L.), Anton-Culver, H. (Hoda), Antonenkova, N. N. (Natalia N.), Arndt, V. (Volker), Aronson, K. J. (Kristan J.), Auer, P. L. (Paul L.), Auvinen, P. (Paivi), Barrdahl, M. (Myrto), Freeman, L. E. (Laura E. Beane), Beckmann, M. W. (Matthias W.), Behrens, S. (Sabine), Benitez, J. (Javier), Bermisheva, M. (Marina), Bernstein, L. (Leslie), Blomqvist, C. (Carl), Bogdanova, N. V. (Natalia, V), Bojesen, S. E. (Stig E.), Bonanni, B. (Bernardo), Borresen-Dale, A.-L. (Anne-Lise), Brauch, H. (Hiltrud), Bremer, M. (Michael), Brenner, H. (Hermann), Brentnall, A. (Adam), Brock, I. W. (Ian W.), Brooks-Wilson, A. (Angela), Brucker, S. Y. (Sara Y.), Bruening, T. (Thomas), Burwinkel, B. (Barbara), Campa, D. (Daniele), Carter, B. D. (Brian D.), Castelao, J. E. (Jose E.), Chanock, S. J. (Stephen J.), Chlebowski, R. (Rowan), Christiansen, H. (Hans), Clarke, C. L. (Christine L.), Collee, J. M. (J. Margriet), Cordina-Duverger, E. (Emilie), Cornelissen, S. (Sten), Couch, F. J. (Fergus J.), Cox, A. (Angela), Cross, S. S. (Simon S.), Czene, K. (Kamila), Daly, M. B. (Mary B.), Devilee, P. (Peter), Doerk, T. (Thilo), dos-Santos-Silva, I. (Isabel), Dumont, M. (Martine), Durcan, L. (Lorraine), Dwek, M. (Miriam), Eccles, D. M. (Diana M.), Ekici, A. B. (Arif B.), Eliassen, A. H. (A. Heather), Ellberg, C. (Carolina), Engel, C. (Christoph), Eriksson, M. (Mikael), Evans, D. G. (D. Gareth), Fasching, P. A. (Peter A.), Figueroa, J. (Jonine), Fletcher, O. (Olivia), Flyger, H. (Henrik), Foersti, A. (Asta), Fritschi, L. (Lin), Gabrielson, M. (Marike), Gago-Dominguez, M. (Manuela), Gapstur, S. M. (Susan M.), Garcia-Saenz, J. A. (Jose A.), Gaudet, M. M. (Mia M.), Georgoulias, V. (Vassilios), Giles, G. G. (Graham G.), Gilyazova, I. R. (Irina R.), Glendon, G. (Gord), Goldberg, M. S. (Mark S.), Goldgar, D. E. (David E.), Gonzalez-Neira, A. (Anna), Alnaes, G. I. (Grethe I. Grenaker), Grip, M. (Mervi), Gronwald, J. (Jacek), Grundy, A. (Anne), Guenel, P. (Pascal), Haeberle, L. (Lothar), Hahnen, E. (Eric), Haiman, C. A. (Christopher A.), Hakansson, N. (Niclas), Hamann, U. (Ute), Hankinson, S. E. (Susan E.), Harkness, E. F. (Elaine F.), Hart, S. N. (Steven N.), He, W. (Wei), Hein, A. (Alexander), Heyworth, J. (Jane), Hillemanns, P. (Peter), Hollestelle, A. (Antoinette), Hooning, M. J. (Maartje J.), Hoover, R. N. (Robert N.), Hopper, J. L. (John L.), Howell, A. (Anthony), Huang, G. (Guanmengqian), Humphreys, K. (Keith), Hunter, D. J. (David J.), Jakimovska, M. (Milena), Jakubowska, A. (Anna), Janni, W. (Wolfgang), John, E. M. (Esther M.), Johnson, N. (Nichola), Jones, M. E. (Michael E.), Jukkola-Vuorinen, A. (Arja), Jung, A. (Audrey), Kaaks, R. (Rudolf), Kaczmarek, K. (Katarzyna), Kataja, V. (Vesa), Keeman, R. (Renske), Kerin, M. J. (Michael J.), Khusnutdinova, E. (Elza), Kiiski, J. I. (Johanna, I), Knight, J. A. (Julia A.), Ko, Y.-D. (Yon-Dschun), Kosma, V.-M. (Veli-Matti), Koutros, S. (Stella), Kristensen, V. N. (Vessela N.), Kruger, U. (Ute), Kuehl, T. (Tabea), Lambrechts, D. (Diether), Le Marchand, L. (Loic), Lee, E. (Eunjung), Lejbkowicz, F. (Flavio), Lilyquist, J. (Jenna), Lindblom, A. (Annika), Lindstrom, S. (Sara), Lissowska, J. (Jolanta), Lo, W.-Y. (Wing-Yee), Loibl, S. (Sibylle), Long, J. (Jirong), Lubinski, J. (Jan), Lux, M. P. (Michael P.), MacInnis, R. J. (Robert J.), Maishman, T. (Tom), Makalic, E. (Enes), Kostovska, I. M. (Ivana Maleva), Mannermaa, A. (Arto), Manoukian, S. (Siranoush), Margolin, S. (Sara), Martens, J. W. (John W. M.), Martinez, M. E. (Maria Elena), Mavroudis, D. (Dimitrios), McLean, C. (Catriona), Meindl, A. (Alfons), Menon, U. (Usha), Middha, P. (Pooja), Miller, N. (Nicola), Moreno, F. (Fernando), Mulligan, A. M. (Anna Marie), Mulot, C. (Claire), Munoz-Garzon, V. M. (Victor M.), Neuhausen, S. L. (Susan L.), Nevanlinna, H. (Heli), Neven, P. (Patrick), Newman, W. G. (William G.), Nielsen, S. F. (Sune F.), Nordestgaard, B. G. (Borge G.), Norman, A. (Aaron), Offit, K. (Kenneth), Olson, J. E. (Janet E.), Olsson, H. (Hakan), Orr, N. (Nick), Pankratz, V. S. (V. Shane), Park-Simon, T.-W. (Tjoung-Won), Perez, J. I. (Jose I. A.), Perez-Barrios, C. (Clara), Peterlongo, P. (Paolo), Peto, J. (Julian), Pinchev, M. (Mila), Plaseska-Karanfilska, D. (Dijana), Polley, E. C. (Eric C.), Prentice, R. (Ross), Presneau, N. (Nadege), Prokofyeva, D. (Darya), Purrington, K. (Kristen), Pylkäs, K. (Katri), Rack, B. (Brigitte), Radice, P. (Paolo), Rau-Murthy, R. (Rohini), Rennert, G. (Gad), Rennert, H. S. (Hedy S.), Rhenius, V. (Valerie), Robson, M. (Mark), Romero, A. (Atocha), Ruddy, K. J. (Kathryn J.), Ruebner, M. (Matthias), Saloustros, E. (Emmanouil), Sandler, D. P. (Dale P.), Sawyer, E. J. (Elinor J.), Schmidt, D. F. (Daniel F.), Schmutzler, R. K. (Rita K.), Schneeweiss, A. (Andreas), Schoemaker, M. J. (Minouk J.), Schumacher, F. (Fredrick), Schuermann, P. (Peter), Schwentner, L. (Lukas), Scott, C. (Christopher), Scott, R. J. (Rodney J.), Seynaeve, C. (Caroline), Shah, M. (Mitul), Sherman, M. E. (Mark E.), Shrubsole, M. J. (Martha J.), Shu, X.-O. (Xiao-Ou), Slager, S. (Susan), Smeets, A. (Ann), Sohn, C. (Christof), Soucy, P. (Penny), Southey, M. C. (Melissa C.), Spinelli, J. J. (John J.), Stegmaier, C. (Christa), Stone, J. (Jennifer), Swerdlow, A. J. (Anthony J.), Tamimi, R. M. (Rulla M.), Tapper, W. J. (William J.), Taylor, J. A. (Jack A.), Terry, M. B. (Mary Beth), Thoene, K. (Kathrin), Tollenaar, R. A. (Rob A. E. M.), Tomlinson, I. (Ian), Truong, T. (Therese), Tzardi, M. (Maria), Ulmer, H.-U. (Hans-Ulrich), Untch, M. (Michael), Vachon, C. M. (Celine M.), van Veen, E. M. (Elke M.), Vijai, J. (Joseph), Weinberg, C. R. (Clarice R.), Wendt, C. (Camilla), Whittemore, A. S. (Alice S.), Wildiers, H. (Hans), Willett, W. (Walter), Winqvist, R. (Robert), Wolk, A. (Alicja), Yang, X. R. (Xiaohong R.), Yannoukakos, D. (Drakoulis), Zhang, Y. (Yan), Zheng, W. (Wei), Ziogas, A. (Argyrios), Clarke, C. (Christine), Balleine, R. (Rosemary), Baxter, R. (Robert), Braye, S. (Stephen), Carpenter, J. (Jane), Dahlstrom, J. (Jane), Forbes, J. (John), Lee, C. S. (C. Soon), Marsh, D. (Deborah), Morey, A. (Adrienne), Pathmanathan, N. (Nirmala), Scott, R. (Rodney), Simpson, P. (Peter), Spigelman, A. (Allan), Wilcken, N. (Nicholas), Yip, D. (Desmond), Zeps, N. (Nikolajs), Sexton, A. (Adrienne), Dobrovic, A. (Alex), Christian, A. (Alice), Trainer, A. (Alison), Fellows, A. (Andrew), Shelling, A. (Andrew), De Fazio, A. (Anna), Blackburn, A. (Anneke), Crook, A. (Ashley), Meiser, B. (Bettina), Patterson, B. (Briony), Clarke, C. (Christobel), Saunders, C. (Christobel), Hunt, C. (Clare), Scott, C. (Clare), Amor, D. (David), Ortega, D. G. (David Gallego), Marsh, D. (Deb), Edkins, E. (Edward), Salisbury, E. (Elizabeth), Haan, E. (Eric), Macrea, F. (Finlay), Farshid, G. (Gelareh), Lindeman, G. (Geoff), Trench, G. (Georgia), Mann, G. (Graham), Giles, G. (Graham), Gill, G. (Grantley), Thorne, H. (Heather), Campbell, I. (Ian), Hickie, I. (Ian), Caldon, L. (Liz), Winship, I. (Ingrid), Cui, J. (James), Flanagan, J. (James), Kollias, J. (James), Visvader, J. (Jane), Taylor, J. (Jessica), Burke, J. (Jo), Saunus, J. (Jodi), Forbs, J. (John), Hopper, J. (John), Beesley, J. (Jonathan), Kirk, J. (Judy), French, J. (Juliet), Tucker, K. (Kathy), Wu, K. (Kathy), Phillips, K. (Kelly), Forrest, L. (Laura), Lipton, L. (Lara), Andrews, L. (Leslie), Lobb, L. (Lizz), Walker, L. (Logan), Kentwell, M. (Maira), Spurdle, M. (Mandy), Cummings, M. (Margaret), Gleeson, M. (Margaret), Harris, M. (Marion), Jenkins, M. (Mark), Young, M. A. (Mary Anne), Delatycki, M. (Martin), Wallis, M. (Mathew), Burgess, M. (Matthew), Brown, M. (Melissa), Southey, M. (Melissa), Bogwitz, M. (Michael), Field, M. (Michael), Friedlander, M. (Michael), Gattas, M. (Michael), Saleh, M. (Mona), Aghmesheh, M. (Morteza), Hayward, N. (Nick), Pachter, N. (Nick), Cohen, P. (Paul), Duijf, P. (Pascal), James, P. (Paul), Simpson, P. (Pete), Fong, P. (Peter), Butow, P. (Phyllis), Williams, R. (Rachael), Kefford, R. (Rick), Simard, J. (Jacques), Balleine, R.-M. (Rose-Mary), Dawson, S.-J. (Sarah-Jane), Lok, S. (Sheau), O'connell, S. (Shona), Greening, S. (Sian), Nightingale, S. (Sophie), Edwards, S. (Stacey), Fox, S. (Stephen), McLachlan, S.-A. (Sue-Anne), Lakhani, S. (Sunil), Dudding, T. (Tracy), Antill, Y. (Yoland), Sahlberg, K. K. (Kristine K.), Ottestad, L. (Lars), Karesen, R. (Rolf), Schlichting, E. (Ellen), Holmen, M. M. (Marit Muri), Sauer, T. (Toril), Haakensen, V. (Vilde), Engebraten, O. (Olav), Naume, B. (Bjorn), Fossa, A. (Alexander), Kiserud, C. E. (Cecile E.), Reinertsen, K. V. (Kristin, V), Helland, A. (Aslaug), Riis, M. (Margit), Geisler, J. (Juergen), Dunning, A. M. (Alison M.), Thompson, D. J. (Deborah J.), Chenevix-Trench, G. (Georgia), Chang-Claude, J. (Jenny), Schmidt, M. K. (Marjanka K.), Hall, P. (Per), Milne, R. L. (Roger L.), Pharoah, P. D. (Paul D. P.), Antoniou, A. C. (Antonis C.), Chatterjee, N. (Nilanjan), Kraft, P. (Peter), Garcia-Closas, M. (Montserrat), Easton, D. F. (Douglas F.), Mavaddat, N. (Nasim), Michailidou, K. (Kyriaki), Dennis, J. (Joe), Lush, M. (Michael), Fachal, L. (Laura), Lee, A. (Andrew), Tyrer, J. P. (Jonathan P.), Chen, T.-H. (Ting-Huei), Wang, Q. (Qin), Bolla, M. K. (Manjeet K.), Yang, X. (Xin), Adank, M. A. (Muriel A.), Ahearn, T. (Thomas), Aittomaki, K. (Kristiina), Allen, J. (Jamie), Andrulis, I. L. (Irene L.), Anton-Culver, H. (Hoda), Antonenkova, N. N. (Natalia N.), Arndt, V. (Volker), Aronson, K. J. (Kristan J.), Auer, P. L. (Paul L.), Auvinen, P. (Paivi), Barrdahl, M. (Myrto), Freeman, L. E. (Laura E. Beane), Beckmann, M. W. (Matthias W.), Behrens, S. (Sabine), Benitez, J. (Javier), Bermisheva, M. (Marina), Bernstein, L. (Leslie), Blomqvist, C. (Carl), Bogdanova, N. V. (Natalia, V), Bojesen, S. E. (Stig E.), Bonanni, B. (Bernardo), Borresen-Dale, A.-L. (Anne-Lise), Brauch, H. (Hiltrud), Bremer, M. (Michael), Brenner, H. (Hermann), Brentnall, A. (Adam), Brock, I. W. (Ian W.), Brooks-Wilson, A. (Angela), Brucker, S. Y. (Sara Y.), Bruening, T. (Thomas), Burwinkel, B. (Barbara), Campa, D. (Daniele), Carter, B. D. (Brian D.), Castelao, J. E. (Jose E.), Chanock, S. J. (Stephen J.), Chlebowski, R. (Rowan), Christiansen, H. (Hans), Clarke, C. L. (Christine L.), Collee, J. M. (J. Margriet), Cordina-Duverger, E. (Emilie), Cornelissen, S. (Sten), Couch, F. J. (Fergus J.), Cox, A. (Angela), Cross, S. S. (Simon S.), Czene, K. (Kamila), Daly, M. B. (Mary B.), Devilee, P. (Peter), Doerk, T. (Thilo), dos-Santos-Silva, I. (Isabel), Dumont, M. (Martine), Durcan, L. (Lorraine), Dwek, M. (Miriam), Eccles, D. M. (Diana M.), Ekici, A. B. (Arif B.), Eliassen, A. H. (A. Heather), Ellberg, C. (Carolina), Engel, C. (Christoph), Eriksson, M. (Mikael), Evans, D. G. (D. Gareth), Fasching, P. A. (Peter A.), Figueroa, J. (Jonine), Fletcher, O. (Olivia), Flyger, H. (Henrik), Foersti, A. (Asta), Fritschi, L. (Lin), Gabrielson, M. (Marike), Gago-Dominguez, M. (Manuela), Gapstur, S. M. (Susan M.), Garcia-Saenz, J. A. (Jose A.), Gaudet, M. M. (Mia M.), Georgoulias, V. (Vassilios), Giles, G. G. (Graham G.), Gilyazova, I. R. (Irina R.), Glendon, G. (Gord), Goldberg, M. S. (Mark S.), Goldgar, D. E. (David E.), Gonzalez-Neira, A. (Anna), Alnaes, G. I. (Grethe I. Grenaker), Grip, M. (Mervi), Gronwald, J. (Jacek), Grundy, A. (Anne), Guenel, P. (Pascal), Haeberle, L. (Lothar), Hahnen, E. (Eric), Haiman, C. A. (Christopher A.), Hakansson, N. (Niclas), Hamann, U. (Ute), Hankinson, S. E. (Susan E.), Harkness, E. F. (Elaine F.), Hart, S. N. (Steven N.), He, W. (Wei), Hein, A. (Alexander), Heyworth, J. (Jane), Hillemanns, P. (Peter), Hollestelle, A. (Antoinette), Hooning, M. J. (Maartje J.), Hoover, R. N. (Robert N.), Hopper, J. L. (John L.), Howell, A. (Anthony), Huang, G. (Guanmengqian), Humphreys, K. (Keith), Hunter, D. J. (David J.), Jakimovska, M. (Milena), Jakubowska, A. (Anna), Janni, W. (Wolfgang), John, E. M. (Esther M.), Johnson, N. (Nichola), Jones, M. E. (Michael E.), Jukkola-Vuorinen, A. (Arja), Jung, A. (Audrey), Kaaks, R. (Rudolf), Kaczmarek, K. (Katarzyna), Kataja, V. (Vesa), Keeman, R. (Renske), Kerin, M. J. (Michael J.), Khusnutdinova, E. (Elza), Kiiski, J. I. (Johanna, I), Knight, J. A. (Julia A.), Ko, Y.-D. (Yon-Dschun), Kosma, V.-M. (Veli-Matti), Koutros, S. (Stella), Kristensen, V. N. (Vessela N.), Kruger, U. (Ute), Kuehl, T. (Tabea), Lambrechts, D. (Diether), Le Marchand, L. (Loic), Lee, E. (Eunjung), Lejbkowicz, F. (Flavio), Lilyquist, J. (Jenna), Lindblom, A. (Annika), Lindstrom, S. (Sara), Lissowska, J. (Jolanta), Lo, W.-Y. (Wing-Yee), Loibl, S. (Sibylle), Long, J. (Jirong), Lubinski, J. (Jan), Lux, M. P. (Michael P.), MacInnis, R. J. (Robert J.), Maishman, T. (Tom), Makalic, E. (Enes), Kostovska, I. M. (Ivana Maleva), Mannermaa, A. (Arto), Manoukian, S. (Siranoush), Margolin, S. (Sara), Martens, J. W. (John W. M.), Martinez, M. E. (Maria Elena), Mavroudis, D. (Dimitrios), McLean, C. (Catriona), Meindl, A. (Alfons), Menon, U. (Usha), Middha, P. (Pooja), Miller, N. (Nicola), Moreno, F. (Fernando), Mulligan, A. M. (Anna Marie), Mulot, C. (Claire), Munoz-Garzon, V. M. (Victor M.), Neuhausen, S. L. (Susan L.), Nevanlinna, H. (Heli), Neven, P. (Patrick), Newman, W. G. (William G.), Nielsen, S. F. (Sune F.), Nordestgaard, B. G. (Borge G.), Norman, A. (Aaron), Offit, K. (Kenneth), Olson, J. E. (Janet E.), Olsson, H. (Hakan), Orr, N. (Nick), Pankratz, V. S. (V. Shane), Park-Simon, T.-W. (Tjoung-Won), Perez, J. I. (Jose I. A.), Perez-Barrios, C. (Clara), Peterlongo, P. (Paolo), Peto, J. (Julian), Pinchev, M. (Mila), Plaseska-Karanfilska, D. (Dijana), Polley, E. C. (Eric C.), Prentice, R. (Ross), Presneau, N. (Nadege), Prokofyeva, D. (Darya), Purrington, K. (Kristen), Pylkäs, K. (Katri), Rack, B. (Brigitte), Radice, P. (Paolo), Rau-Murthy, R. (Rohini), Rennert, G. (Gad), Rennert, H. S. (Hedy S.), Rhenius, V. (Valerie), Robson, M. (Mark), Romero, A. (Atocha), Ruddy, K. J. (Kathryn J.), Ruebner, M. (Matthias), Saloustros, E. (Emmanouil), Sandler, D. P. (Dale P.), Sawyer, E. J. (Elinor J.), Schmidt, D. F. (Daniel F.), Schmutzler, R. K. (Rita K.), Schneeweiss, A. (Andreas), Schoemaker, M. J. (Minouk J.), Schumacher, F. (Fredrick), Schuermann, P. (Peter), Schwentner, L. (Lukas), Scott, C. (Christopher), Scott, R. J. (Rodney J.), Seynaeve, C. (Caroline), Shah, M. (Mitul), Sherman, M. E. (Mark E.), Shrubsole, M. J. (Martha J.), Shu, X.-O. (Xiao-Ou), Slager, S. (Susan), Smeets, A. (Ann), Sohn, C. (Christof), Soucy, P. (Penny), Southey, M. C. (Melissa C.), Spinelli, J. J. (John J.), Stegmaier, C. (Christa), Stone, J. (Jennifer), Swerdlow, A. J. (Anthony J.), Tamimi, R. M. (Rulla M.), Tapper, W. J. (William J.), Taylor, J. A. (Jack A.), Terry, M. B. (Mary Beth), Thoene, K. (Kathrin), Tollenaar, R. A. (Rob A. E. M.), Tomlinson, I. (Ian), Truong, T. (Therese), Tzardi, M. (Maria), Ulmer, H.-U. (Hans-Ulrich), Untch, M. (Michael), Vachon, C. M. (Celine M.), van Veen, E. M. (Elke M.), Vijai, J. (Joseph), Weinberg, C. R. (Clarice R.), Wendt, C. (Camilla), Whittemore, A. S. (Alice S.), Wildiers, H. (Hans), Willett, W. (Walter), Winqvist, R. (Robert), Wolk, A. (Alicja), Yang, X. R. (Xiaohong R.), Yannoukakos, D. (Drakoulis), Zhang, Y. (Yan), Zheng, W. (Wei), Ziogas, A. (Argyrios), Clarke, C. (Christine), Balleine, R. (Rosemary), Baxter, R. (Robert), Braye, S. (Stephen), Carpenter, J. (Jane), Dahlstrom, J. (Jane), Forbes, J. (John), Lee, C. S. (C. Soon), Marsh, D. (Deborah), Morey, A. (Adrienne), Pathmanathan, N. (Nirmala), Scott, R. (Rodney), Simpson, P. (Peter), Spigelman, A. (Allan), Wilcken, N. (Nicholas), Yip, D. (Desmond), Zeps, N. (Nikolajs), Sexton, A. (Adrienne), Dobrovic, A. (Alex), Christian, A. (Alice), Trainer, A. (Alison), Fellows, A. (Andrew), Shelling, A. (Andrew), De Fazio, A. (Anna), Blackburn, A. (Anneke), Crook, A. (Ashley), Meiser, B. (Bettina), Patterson, B. (Briony), Clarke, C. (Christobel), Saunders, C. (Christobel), Hunt, C. (Clare), Scott, C. (Clare), Amor, D. (David), Ortega, D. G. (David Gallego), Marsh, D. (Deb), Edkins, E. (Edward), Salisbury, E. (Elizabeth), Haan, E. (Eric), Macrea, F. (Finlay), Farshid, G. (Gelareh), Lindeman, G. (Geoff), Trench, G. (Georgia), Mann, G. (Graham), Giles, G. (Graham), Gill, G. (Grantley), Thorne, H. (Heather), Campbell, I. (Ian), Hickie, I. (Ian), Caldon, L. (Liz), Winship, I. (Ingrid), Cui, J. (James), Flanagan, J. (James), Kollias, J. (James), Visvader, J. (Jane), Taylor, J. (Jessica), Burke, J. (Jo), Saunus, J. (Jodi), Forbs, J. (John), Hopper, J. (John), Beesley, J. (Jonathan), Kirk, J. (Judy), French, J. (Juliet), Tucker, K. (Kathy), Wu, K. (Kathy), Phillips, K. (Kelly), Forrest, L. (Laura), Lipton, L. (Lara), Andrews, L. (Leslie), Lobb, L. (Lizz), Walker, L. (Logan), Kentwell, M. (Maira), Spurdle, M. (Mandy), Cummings, M. (Margaret), Gleeson, M. (Margaret), Harris, M. (Marion), Jenkins, M. (Mark), Young, M. A. (Mary Anne), Delatycki, M. (Martin), Wallis, M. (Mathew), Burgess, M. (Matthew), Brown, M. (Melissa), Southey, M. (Melissa), Bogwitz, M. (Michael), Field, M. (Michael), Friedlander, M. (Michael), Gattas, M. (Michael), Saleh, M. (Mona), Aghmesheh, M. (Morteza), Hayward, N. (Nick), Pachter, N. (Nick), Cohen, P. (Paul), Duijf, P. (Pascal), James, P. (Paul), Simpson, P. (Pete), Fong, P. (Peter), Butow, P. (Phyllis), Williams, R. (Rachael), Kefford, R. (Rick), Simard, J. (Jacques), Balleine, R.-M. (Rose-Mary), Dawson, S.-J. (Sarah-Jane), Lok, S. (Sheau), O'connell, S. (Shona), Greening, S. (Sian), Nightingale, S. (Sophie), Edwards, S. (Stacey), Fox, S. (Stephen), McLachlan, S.-A. (Sue-Anne), Lakhani, S. (Sunil), Dudding, T. (Tracy), Antill, Y. (Yoland), Sahlberg, K. K. (Kristine K.), Ottestad, L. (Lars), Karesen, R. (Rolf), Schlichting, E. (Ellen), Holmen, M. M. (Marit Muri), Sauer, T. (Toril), Haakensen, V. (Vilde), Engebraten, O. (Olav), Naume, B. (Bjorn), Fossa, A. (Alexander), Kiserud, C. E. (Cecile E.), Reinertsen, K. V. (Kristin, V), Helland, A. (Aslaug), Riis, M. (Margit), Geisler, J. (Juergen), Dunning, A. M. (Alison M.), Thompson, D. J. (Deborah J.), Chenevix-Trench, G. (Georgia), Chang-Claude, J. (Jenny), Schmidt, M. K. (Marjanka K.), Hall, P. (Per), Milne, R. L. (Roger L.), Pharoah, P. D. (Paul D. P.), Antoniou, A. C. (Antonis C.), Chatterjee, N. (Nilanjan), Kraft, P. (Peter), Garcia-Closas, M. (Montserrat), and Easton, D. F. (Douglas F.)
Abstract: Stratification of women according to their risk of breast cancer based on polygenic risk scores (PRSs) could improve screening and prevention strategies. Our aim was to develop PRSs, optimized for prediction of estrogen receptor (ER)-specific disease, from the largest available genome-wide association dataset and to empirically validate the PRSs in prospective studies. The development dataset comprised 94,075 case subjects and 75,017 control subjects of European ancestry from 69 studies, divided into training and validation sets. Samples were genotyped using genome-wide arrays, and single-nucleotide polymorphisms (SNPs) were selected by stepwise regression or lasso penalized regression. The best performing PRSs were validated in an independent test set comprising 11,428 case subjects and 18,323 control subjects from 10 prospective studies and 190,040 women from UK Biobank (3,215 incident breast cancers). For the best PRSs (313 SNPs), the odds ratio for overall disease per 1 standard deviation in ten prospective studies was 1.61 (95%CI: 1.57–1.65) with area under receiver-operator curve (AUC) = 0.630 (95%CI: 0.628–0.651). The lifetime risk of overall breast cancer in the top centile of the PRSs was 32.6%. Compared with women in the middle quintile, those in the highest 1% of risk had 4.37- and 2.78-fold risks, and those in the lowest 1% of risk had 0.16- and 0.27-fold risks, of developing ER-positive and ER-negative disease, respectively. Goodness-of-fit tests indicated that this PRS was well calibrated and predicts disease risk accurately in the tails of the distribution. This PRS is a powerful and reliable predictor of breast cancer risk that may improve breast cancer prevention programs.
Published: 2019

46. Sarbanes-Oxley expands scope of debts that are nondischargeable in chapter 7, but not chapter 13.

Author: Gabrielson, M. Owen
Subjects: Bankruptcy discharge -- Laws, regulations and rules, Government regulation, Bankruptcy Code of 1978 (11 U.S.C. 523(a)(19)), Sarbanes-Oxley Act of 2002
Published: 2005

47. The BRCA2 c.68-7T > A variant is not pathogenic: A model for clinical calibration of spliceogenicity

Author: Colombo, M., Lopez-Perolio, I., Meeks, H.D., Caleca, L., Parsons, M.T., Li, H.Y., Vecchi, G. de, Tudini, E., Foglia, C., Mondini, P., Manoukian, S., Behar, R., Garcia, E.B.G., Meindl, A., Montagna, M., Niederacher, D., Schmidt, A.Y., Varesco, L., Wappenschmidt, B., Bolla, M.K., Dennis, J., Michailidou, K., Wang, Q., Aittomaki, K., Andrulis, I.L., Anton-Culver, H., Arndt, V., Beckmann, M.W., Beeghly-Fadel, A., Benitez, J., Boeckx, B., Bogdanova, N.V., Bojesen, S.E., Bonanni, B., Brauch, H., Brenner, H., Burwinkel, B., Chang-Claude, J., Conroy, D.M., Couch, F.J., Cox, A., Cross, S.S., Czene, K., Devilee, P., Dork, T., Eriksson, M., Fasching, P.A., Figueroa, J., Fletcher, O., Flyger, H., Gabrielson, M., Garcia-Closas, M., Giles, G.G., Gonzalez-Neira, A., Guenel, P., Haiman, C.A., Hall, P., Hamann, U., Hartman, M., Hauke, J., Hollestelle, A., Hopper, J.L., Jakubowska, A., Jung, A., Kosma, V.M., Lambrechts, D., Marchand, L. le, Lindblom, A., Lubinski, J., Mannermaa, A., Margolin, S., Miao, H., Milne, R.L., Neuhausen, S.L., Nevanlinna, H., Olson, J.E., Peterlongo, P., Peto, J., Pylkas, K., Sawyer, E.J., Schmidt, M.K., Schmutzler, R.K., Schneeweiss, A., Schoemaker, M.J., See, M.H., Southey, M.C., Swerdlow, A., Teo, S.H., Toland, A.E., Tomlinson, I., Truong, T., Asperen, C.J. van, Ouweland, A.M.W. van den, Kolk, L.E. van der, Winqvist, R., Yannoukakos, D., Zheng, W., Dunning, A.M., Easton, D.F., Henderson, A., Hogervorst, F.B.L., Izatt, L., Offitt, K., Side, L.E., Rensburg, E.J. van, McGuffog, L., Antoniou, A.C., Chenevix-Trench, G., Spurdle, A.B., Goldgar, D.E., Hoya, M. de la, Radice, P., kConFab AOCS Investigators, Study EMBRACE, Study HEBON, Colombo, Mara [0000-0001-5465-354X], and Apollo - University of Cambridge Repository
Subjects: BRCA2 Protein, Base Sequence, Models, Genetic, digital PCR, multifactorial likelihood analysis, Mitomycin, RNA Splicing, spliceogenic variants, kConFab/AOCS Investigators, Genetic Variation, Exons, BRCA2, Cell Line, Calibration, Humans, Female, Genetic Predisposition to Disease, RNA, Messenger, quantitative real-time PCR
Abstract: Although the spliceogenic nature of the BRCA2 c.68-7T > A variant has been demonstrated, its association with cancer risk remains controversial. In this study, we accurately quantified by real-time PCR and digital PCR (dPCR), the BRCA2 isoforms retaining or missing exon 3. In addition, the combined odds ratio for causality of the variant was estimated using genetic and clinical data, and its associated cancer risk was estimated by case-control analysis in 83,636 individuals. Co-occurrence in trans with pathogenic BRCA2 variants was assessed in 5,382 families. Exon 3 exclusion rate was 4.5-fold higher in variant carriers (13%) than controls (3%), indicating an exclusion rate for the c.68-7T > A allele of approximately 20%. The posterior probability of pathogenicity was 7.44 × 10-115 . There was neither evidence for increased risk of breast cancer (OR 1.03; 95% CI 0.86-1.24) nor for a deleterious effect of the variant when co-occurring with pathogenic variants. Our data provide for the first time robust evidence of the nonpathogenicity of the BRCA2 c.68-7T > A. Genetic and quantitative transcript analyses together inform the threshold for the ratio between functional and altered BRCA2 isoforms compatible with normal cell function. These findings might be exploited to assess the relevance for cancer risk of other BRCA2 spliceogenic variants.
Published: 2018

48. Joint associations of a polygenic risk score and environmental risk factors for breast cancer in the Breast Cancer Association Consortium\ud

Author: Rudolf, A., Song, M., Brook, M.N., Milne, R.L., Mavaddat, N., Michailidou, K., Bolla, M.K., Wang, Q., Dennis, J., Wilcox, A.N., Hopper, J.L., Southey, M.C., Keeman, R., Fasching, P.A., Beckmann, M.W., GagoDominguez, M., Castelao, J.E., Guénel, P., Truong, T., Bojesen, S.E., Flyger, H., Brenner, H., Arndt, V., Brauch, H., Brüning, T., Mannermaa, A., Kosma, V.-M., Lambrechts, D., Keupers, M., Couch, F.J., Vachon, C., Giles, G.G., MacInnis, R.J., Figueroa, J., Brinton, L., Czene, K., Brand, J.S., Gabrielson, M., Humphreys, K., Cox, A., Cross, S.S., Dunning, A.M., Orr, N., Swerdlow, A., Hall, P., Pharoah, P., Schmidt, M.K., Easton, D.F., Chatterjee, N., Chang-Claude, J., and Garcia-Closas, M.
Published: 2018

49. The BRCA2 c.68‐7T > A variant is not pathogenic:a model for clinical calibration of spliceogenicity

Author: Colombo, M, Lopez-Perolio, I, Meeks, H D, Caleca, L, Parsons, MT, Li, HY, De Vecchi, G, Tudini, E, Foglia, C, Mondini, P, Manoukian, S, Behar, R, Garcia, EBG, Meindl, A, Montagna, M, Niederacher, D, Schmidt, AY, Varesco, L, Wappenschmidt, B, Bolla, MK, Dennis, J, Michailidou, K, Wang, Q, Aittomaki, K, Andrulis, IL, Anton-Culver, H, Arndt, V, Beckmann, MW, Beeghly-Fadel, A, Benitez, J, Boeckx, B, Bogdanova, NV, Bojesen, SE, Bonanni, B, Brauch, H, Brenner, H, Burwinkel, B, Chang-Claude, J, Conroy, D M, Couch, FJ, Cox, A, Cross, SS, Czene, K, Devilee, P, Dork, T, Eriksson, M, Fasching, PA, Figueroa, J, Fletcher, O, Flyger, H, Gabrielson, M, Garcia-Closas, M, Giles, GG, Gonzalez-Neira, A, Guenel, P, Haiman, CA, Hall, P, Hamann, U, Hartman, M, Hauke, J, Hollestelle, Antoinette, Hopper, JL, Jakubowska, A, Jung, A, Kosma, VM, Lambrechts, D, Le Marchand, L, Lindblom, A, Lubinski, J, Mannermaa, A, Margolin, S, Miao, H, Milne, RL, Neuhausen, SL, Nevanlinna, H, Olson, JE, Peterlongo, P, Peto, J, Pylkas, K, Sawyer, EJ, Schmidt, MK (Marjanka), Schmutzler, RK, Schneeweiss, A, Schoemaker, MJ, See, MH, Southey, MC, Swerdlow, A, Teo, SH, Toland, AE, Tomlinson, I, Truong, T, van Asperen, CJ, van den Ouweland, Ans, van der Kolk, LE, Winqvist, R, Yannoukakos, D, Zheng, W, Dunning, AM, Easton, DF, Henderson, A, Hogervorst, FBL, Izatt, L, Offitt, K, Side, LE, van Rensburg, EJ, McGuffog, L, Antoniou, AC, Chenevix-Trench, G, Spurdle, AB, Goldgar, DE, de la Hoya, M, Radice, P, Medical Oncology, and Clinical Genetics
Subjects: digital PCR, multifactorial likelihood analysis, spliceogenic variants, quantitative real-time PCR, BRCA2
Abstract: Although the spliceogenic nature of the BRCA2 c.68‐7T > A variant has been demonstrated, its association with cancer risk remains controversial. In this study, we accurately quantified by real‐time PCR and digital PCR (dPCR), the BRCA2 isoforms retaining or missing exon 3. In addition, the combined odds ratio for causality of the variant was estimated using genetic and clinical data, and its associated cancer risk was estimated by case‐control analysis in 83,636 individuals. Co‐occurrence in trans with pathogenic BRCA2 variants was assessed in 5,382 families. Exon 3 exclusion rate was 4.5‐fold higher in variant carriers (13%) than controls (3%), indicating an exclusion rate for the c.68‐7T > A allele of approximately 20%. The posterior probability of pathogenicity was 7.44 × 10⁻¹¹⁵. There was neither evidence for increased risk of breast cancer (OR 1.03; 95% CI 0.86–1.24) nor for a deleterious effect of the variant when co‐occurring with pathogenic variants. Our data provide for the first time robust evidence of the nonpathogenicity of the BRCA2 c.68‐7T > A. Genetic and quantitative transcript analyses together inform the threshold for the ratio between functional and altered BRCA2 isoforms compatible with normal cell function. These findings might be exploited to assess the relevance for cancer risk of other BRCA2 spliceogenic variants.
Published: 2018

50. Mammographic density change and risk of breast cancer

Author: Azam, S., primary, Eriksson, M., additional, Sjölander, A., additional, Hellgren, R., additional, Gabrielson, M., additional, Czene, K., additional, and Hall, P., additional
Published: 2019
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