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2. An original phylogenetic approach identified mitochondrial haplogroup T1a1 as inversely associated with breast cancer risk in BRCA2 mutation carriers

Author

Blein, S, Bardel, C, Danjean, V, McGuffog, L, Healey, S, Barrowdale, D, Lee, A, Dennis, J, Kuchenbaecker, KB, Soucy, P, Terry, MB, Chung, WK, Goldgar, DE, Buys, SS, Janavicius, R, Tihomirova, L, Tung, N, Dorfling, CM, van Rensburg, EJ, Neuhausen, SL, Ding, YC, Gerdes, AM, Ejlertsen, B, Nielsen, FC, Hansen, TVO, Osorio, A, Benitez, J, Conejero, RA, Segota, E, Weitzel, JN, Thelander, M, Peterlongo, P, Radice, P, Pensotti, V, Dolcetti, R, Bonanni, B, Peissel, B, Zaffaroni, D, Scuvera, G, Manoukian, S, Varesco, L, Capone, GL, Papi, L, Ottini, L, Yannoukakos, D, Konstantopoulou, I, Garber, J, Hamann, U, Donaldson, A, Brady, A, Brewer, C, Foo, C, Evans, DG, Frost, D, Eccles, D, Douglas, F, Cook, J, Adlard, J, Barwell, J, Walker, L, Izatt, L, Side, LE, Kennedy, MJ, Tischkowitz, M, Rogers, MT, Porteous, ME, Morrison, PJ, Platte, R, Eeles, R, Davidson, R, Hodgson, S, Cole, T, Godwin, AK, Isaacs, C, Claes, K, De Leeneer, K, Meindl, A, Gehrig, A, Wappenschmidt, B, Sutter, C, Engel, C, Niederacher, D, Steinemann, D, Plendl, H, Kast, K, Rhiem, K, Ditsch, N, Arnold, N, Varon-Mateeva, R, Schmutzler, RK, Preisler-Adams, S, Markov, NB, Wang-Gohrke, S, de Pauw, A, Lefol, C, Lasset, C, Leroux, D, Rouleau, E, Damiola, F, and Dreyfus, H

Subjects
Oncology & Carcinogenesis, Oncology and Carcinogenesis
Abstract

Introduction: Individuals carrying pathogenic mutations in the BRCA1 and BRCA2 genes have a high lifetime risk of breast cancer. BRCA1 and BRCA2 are involved in DNA double-strand break repair, DNA alterations that can be caused by exposure to reactive oxygen species, a main source of which are mitochondria. Mitochondrial genome variations affect electron transport chain efficiency and reactive oxygen species production. Individuals with different mitochondrial haplogroups differ in their metabolism and sensitivity to oxidative stress. Variability in mitochondrial genetic background can alter reactive oxygen species production, leading to cancer risk. In the present study, we tested the hypothesis that mitochondrial haplogroups modify breast cancer risk in BRCA1/2 mutation carriers. Methods: We genotyped 22,214 (11,421 affected, 10,793 unaffected) mutation carriers belonging to the Consortium of Investigators of Modifiers of BRCA1/2 for 129 mitochondrial polymorphisms using the iCOGS array. Haplogroup inference and association detection were performed using a phylogenetic approach. ALTree was applied to explore the reference mitochondrial evolutionary tree and detect subclades enriched in affected or unaffected individuals. Results: We discovered that subclade T1a1 was depleted in affected BRCA2 mutation carriers compared with the rest of clade T (hazard ratio (HR) = 0.55; 95% confidence interval (CI), 0.34 to 0.88; P = 0.01). Compared with the most frequent haplogroup in the general population (that is, H and T clades), the T1a1 haplogroup has a HR of 0.62 (95% CI, 0.40 to 0.95; P = 0.03). We also identified three potential susceptibility loci, including G13708A/rs28359178, which has demonstrated an inverse association with familial breast cancer risk. Conclusions: This study illustrates how original approaches such as the phylogeny-based method we used can empower classical molecular epidemiological studies aimed at identifying association or risk modification effects.

Published
2015

3. Common breast cancer susceptibility alleles are associated with tumour subtypes in BRCA1 and BRCA2 mutation carriers: results from the Consortium of Investigators of Modifiers of BRCA1/2

Author

Mulligan, AM, Couch, FJ, Barrowdale, D, Domchek, SM, Eccles, D, Nevanlinna, H, Ramus, SJ, Robson, M, Sherman, M, Spurdle, AB, Wappenschmidt, B, Lee, A, McGuffog, L, Healey, S, Sinilnikova, OM, Janavicius, R, Hansen, TV, Nielsen, FC, Ejlertsen, B, Osorio, A, Muñoz-Repeto, I, Durán, M, Godino, J, Pertesi, M, Benítez, J, Peterlongo, P, Manoukian, S, Peissel, B, Zaffaroni, D, Cattaneo, E, Bonanni, B, Viel, A, Pasini, B, Papi, L, Ottini, L, Savarese, A, Bernard, L, Radice, P, Hamann, U, Verheus, M, Meijers-Heijboer, HEJ, Wijnen, J, Gómez García, EB, Nelen, MR, Kets, CM, Seynaeve, C, Tilanus-Linthorst, MMA, van der Luijt, RB, Os, TV, Rookus, M, Frost, D, Jones, JL, Evans, DG, Lalloo, F, Eeles, R, Izatt, L, Adlard, J, Davidson, R, Cook, J, Donaldson, A, Dorkins, H, Gregory, H, Eason, J, Houghton, C, Barwell, J, Side, LE, McCann, E, Murray, A, Peock, S, Godwin, AK, Schmutzler, RK, Rhiem, K, Engel, C, Meindl, A, Ruehl, I, Arnold, N, Niederacher, D, Sutter, C, Deissler, H, Gadzicki, D, Kast, K, Preisler-Adams, S, Varon-Mateeva, R, Schoenbuchner, I, Fiebig, B, Heinritz, W, Schäfer, D, Gevensleben, H, and Caux-Moncoutier, V

Abstract

Introduction: Previous studies have demonstrated that common breast cancer susceptibility alleles are differentially associated with breast cancer risk for BRCA1 and/or BRCA2 mutation carriers. It is currently unknown how these alleles are associated with different breast cancer subtypes in BRCA1 and BRCA2 mutation carriers defined by estrogen (ER) or progesterone receptor (PR) status of the tumour.Methods: We used genotype data on up to 11,421 BRCA1 and 7,080 BRCA2 carriers, of whom 4,310 had been affected with breast cancer and had information on either ER or PR status of the tumour, to assess the associations of 12 loci with breast cancer tumour characteristics. Associations were evaluated using a retrospective cohort approach.Results: The results suggested stronger associations with ER-positive breast cancer than ER-negative for 11 loci in both BRCA1 and BRCA2 carriers. Among BRCA1 carriers, single nucleotide polymorphism (SNP) rs2981582 (FGFR2) exhibited the biggest difference based on ER status (per-allele hazard ratio (HR) for ER-positive = 1.35, 95% CI: 1.17 to 1.56 vs HR = 0.91, 95% CI: 0.85 to 0.98 for ER-negative, P-heterogeneity = 6.5 × 10-6). In contrast, SNP rs2046210 at 6q25.1 near ESR1 was primarily associated with ER-negative breast cancer risk for both BRCA1 and BRCA2 carriers. In BRCA2 carriers, SNPs in FGFR2, TOX3, LSP1, SLC4A7/NEK10, 5p12, 2q35, and 1p11.2 were significantly associated with ER-positive but not ER-negative disease. Similar results were observed when differentiating breast cancer cases by PR status.Conclusions: The associations of the 12 SNPs with risk for BRCA1 and BRCA2 carriers differ by ER-positive or ER-negative breast cancer status. The apparent differences in SNP associations between BRCA1 and BRCA2 carriers, and non-carriers, may be explicable by differences in the prevalence of tumour subtypes. As more risk modifying variants are identified, incorporating these associations into breast cancer subtype-specific risk models may improve clinical management for mutation carriers. © 2011 Mulligan et al.; licensee BioMed Central Ltd.

Published
2011

8. Analysis of rare disruptive germline mutations in 2135 enriched BRCA-negative breast cancers excludes additional high-impact susceptibility genes

Author

Loveday, C., primary, Garrett, A., additional, Law, P., additional, Hanks, S., additional, Poyastro-Pearson, E., additional, Adlard, J.W., additional, Barwell, J., additional, Berg, J., additional, Brady, A.F., additional, Brewer, C., additional, Chapman, C., additional, Cook, J., additional, Davidson, R., additional, Donaldson, A., additional, Douglas, F., additional, Greenhalgh, L., additional, Henderson, A., additional, Izatt, L., additional, Kumar, A., additional, Lalloo, F., additional, Miedzybrodzka, Z., additional, Morrison, P.J., additional, Paterson, J., additional, Porteous, M., additional, Rogers, M.T., additional, Walker, L., additional, Eccles, D., additional, Evans, D.G., additional, Snape, K., additional, Hanson, H., additional, Houlston, R.S., additional, Turnbull, C., additional, Ardern-Jones, A., additional, Adlard, J., additional, Ahmed, M., additional, Attard, G., additional, Bailey, K., additional, Bancroft, E., additional, Bardsley, C., additional, Barton, D., additional, Bartlett, M., additional, Baxter, L., additional, Belk, R., additional, Bernhard, B., additional, Bishop, T., additional, Boyes, L., additional, Bradshaw, N., additional, Brant, S., additional, Brice, G., additional, Bromilow, G., additional, Brooks, C., additional, Bruce, A., additional, Bulman, B., additional, Burgess, L., additional, Campbell, J., additional, Canham, N., additional, Castle, B., additional, Cetnarskyj, R., additional, Claber, O., additional, Coates, N., additional, Cole, T., additional, Collins, A., additional, Coulson, S., additional, Crawford, G., additional, Cruger, D., additional, Cummings, C., additional, D’Mello, L., additional, Day, L., additional, Dell, B., additional, Dolling, C., additional, Dorkins, H., additional, Downing, S., additional, Drummond, S., additional, Dubras, C., additional, Dunlop, J., additional, Durrell, S., additional, Eddy, C., additional, Edwards, M., additional, Edwards, E., additional, Edwardson, J., additional, Eeles, R., additional, Ellis, I., additional, Elmslie, F., additional, Evans, G., additional, Gibbons, B., additional, Gardiner, C., additional, Ghali, N., additional, Giblin, C., additional, Gibson, S., additional, Goff, S., additional, Goodman, S., additional, Goudie, D., additional, Grier, J., additional, Gregory, H., additional, Halliday, S., additional, Hardy, R., additional, Hartigan, C., additional, Heaton, T., additional, Higgins, C., additional, Hodgson, S., additional, Homfray, T., additional, Horrigan, D., additional, Houghton, C., additional, Hughes, L., additional, Hunt, V., additional, Irvine, L., additional, Jacobs, C., additional, James, S., additional, James, M., additional, Jeffers, L., additional, Jobson, I., additional, Jones, W., additional, Kennedy, M.J., additional, Kenwrick, S., additional, Kightley, C., additional, Kirk, C., additional, Kirk, E., additional, Kivuva, E., additional, Kohut, K., additional, Kosicka-Slawinska, M., additional, Kulkarni, A., additional, Lambord, N., additional, Langman, C., additional, Leonard, P., additional, Levene, S., additional, Locker, S., additional, Logan, P., additional, Longmuir, M., additional, Lucassen, A., additional, Lyus, V., additional, Magee, A., additional, Male, A., additional, Mansour, S., additional, McBride, D., additional, McCann, E., additional, McConnell, V., additional, McEntagart, M., additional, McKeown, C., additional, McLeish, L., additional, McLeod, D., additional, Melville, A., additional, Mercer, L., additional, Mercer, C., additional, Mitra, A., additional, Murday, V., additional, Murray, A., additional, Myhill, K., additional, Myring, J., additional, O'Hara, E., additional, Pearson, P., additional, Pichert, G., additional, Platt, K., additional, Pottinger, C., additional, Price, S., additional, Protheroe, L., additional, Pugh, S., additional, Quarrell, O., additional, Randhawa, K., additional, Riddick, C., additional, Robertson, L., additional, Robinson, A., additional, Roffey-Johnson, V., additional, Rogers, M., additional, Rose, S., additional, Rowe, S., additional, Schofield, A., additional, Rahman, N., additional, Saya, S., additional, Scott, G., additional, Scott, J., additional, Searle, A., additional, Shanley, S., additional, Sharif, S., additional, Shaw, A., additional, Shaw, J., additional, Shea-Simonds, J., additional, Side, L., additional, Sillibourne, J., additional, Simon, K., additional, Simpson, S., additional, Slater, S., additional, Smalley, S., additional, Smith, K., additional, Snadden, L., additional, Soloway, J., additional, Stait, Y., additional, Stayner, B., additional, Steel, M., additional, Steel, C., additional, Stewart, H., additional, Stirling, D., additional, Thomas, M., additional, Thomas, S., additional, Tomkins, S., additional, Turner, H., additional, Vandersteen, A., additional, Wakeling, E., additional, Waldrup, F., additional, Watt, C., additional, Watts, S., additional, Webber, A., additional, Whyte, C., additional, Wiggins, J., additional, Williams, E., additional, and Winchester, L., additional

Published
2022
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9. Second primary cancer risks for female and male breast cancer survivors in England

Author

Allen, I., primary, Rahman, T., additional, Bacon, A., additional, Knott, C., additional, Jose, S., additional, Vernon, S., additional, Hassan, H., additional, Huntley, C., additional, Loong, L., additional, Walburga, Y., additional, Lavelle, K., additional, Morris, E., additional, Hardy, S., additional, Torr, B., additional, Eccles, D., additional, Turnbull, C., additional, Tischkowitz, M., additional, Pharoah, P., additional, and Antoniou, A.C., additional

Published
2022
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11. Common variants in breast cancer risk loci predispose to distinct tumor subtypes

Author

Ahearn, T. U. (Thomas U.), Zhang, H. (Haoyu), Michailidou, K. (Kyriaki), Milne, R. L. (Roger L.), Bolla, M. K. (Manjeet K.), Dennis, J. (Joe), Dunning, A. M. (Alison M.), Lush, M. (Michael), Wang, Q. (Qin), Andrulis, I. L. (Irene L.), Anton-Culver, H. (Hoda), Arndt, V. (Volker), Aronson, K. J. (Kristan J.), Auer, P. L. (Paul L.), Augustinsson, A. (Annelie), Baten, A. (Adinda), Becher, H. (Heiko), Behrens, S. (Sabine), Benitez, J. (Javier), Bermisheva, M. (Marina), Blomqvist, C. (Carl), Bojesen, S. E. (Stig E.), Bonanni, B. (Bernardo), Borresen-Dale, A.-L. (Anne-Lise), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Brooks-Wilson, A. (Angela), Bruening, T. (Thomas), Burwinkel, B. (Barbara), Buys, S. S. (Saundra S.), Canzian, F. (Federico), Castelao, J. E. (Jose E.), Chang-Claude, J. (Jenny), Chanock, S. J. (Stephen J.), Chenevix-Trench, G. (Georgia), Clarke, C. L. (Christine L.), Collee, J. M. (J. Margriet), Cox, A. (Angela), Cross, S. S. (Simon S.), Czene, K. (Kamila), Daly, M. B. (Mary B.), Devilee, P. (Peter), Dork, T. (Thilo), Dwek, M. (Miriam), Eccles, D. M. (Diana M.), Evans, D. G. (D. Gareth), Fasching, P. A. (Peter A.), Figueroa, J. (Jonine), Floris, G. (Giuseppe), Gago-Dominguez, M. (Manuela), Gapstur, S. M. (Susan M.), Garcia-Saenz, J. A. (Jose A.), Gaudet, M. M. (Mia M.), Giles, G. G. (Graham G.), Goldberg, M. S. (Mark S.), Gonzalez-Neira, A. (Anna), Alnaes, G. I. (Grethe I. Grenaker), Grip, M. (Mervi), Guenel, P. (Pascal), Haiman, C. A. (Christopher A.), Hall, P. (Per), Hamann, U. (Ute), Harkness, E. F. (Elaine F.), Heemskerk-Gerritsen, B. A. (Bernadette A. M.), Holleczek, B. (Bernd), Hollestelle, A. (Antoinette), Hooning, M. J. (Maartje J.), Hoover, R. N. (Robert N.), Hopper, J. L. (John L.), Howell, A. (Anthony), Jakimovska, M. (Milena), Jakubowska, A. (Anna), John, E. M. (Esther M.), Jones, M. E. (Michael E.), Jung, A. (Audrey), Kaaks, R. (Rudolf), Kauppila, S. (Saila), Keeman, R. (Renske), Khusnutdinova, E. (Elza), Kitahara, C. M. (Cari M.), Ko, Y.-D. (Yon-Dschun), Koutros, S. (Stella), Kristensen, V. N. (Vessela N.), Kruger, U. (Ute), Kubelka-Sabit, K. (Katerina), Kurian, A. W. (Allison W.), Kyriacou, K. (Kyriacos), Lambrechts, D. (Diether), Lee, D. G. (Derrick G.), Lindblom, A. (Annika), Linet, M. (Martha), Lissowska, J. (Jolanta), Llaneza, A. (Ana), Lo, W.-Y. (Wing-Yee), MacInnis, R. J. (Robert J.), Mannermaa, A. (Arto), Manoochehri, M. (Mehdi), Margolin, S. (Sara), Martinez, M. E. (Maria Elena), McLean, C. (Catriona), Meindl, A. (Alfons), Menon, U. (Usha), Nevanlinna, H. (Heli), Newman, W. G. (William G.), Nodora, J. (Jesse), Offit, K. (Kenneth), Olsson, H. (Hakan), Orr, N. (Nick), Park-Simon, T.-W. (Tjoung-Won), Patel, A. V. (Alpa, V), Peto, J. (Julian), Pita, G. (Guillermo), Plaseska-Karanfilska, D. (Dijana), Prentice, R. (Ross), Punie, K. (Kevin), Pylkas, K. (Katri), Radice, P. (Paolo), Rennert, G. (Gad), Romero, A. (Atocha), Ruediger, T. (Thomas), Saloustros, E. (Emmanouil), Sampson, S. (Sarah), Sandler, D. P. (Dale P.), Sawyer, E. J. (Elinor J.), Schmutzler, R. K. (Rita K.), Schoemaker, M. J. (Minouk J.), Schottker, B. (Ben), Sherman, M. E. (Mark E.), Shu, X.-O. (Xiao-Ou), Smichkoska, S. (Snezhana), Southey, M. C. (Melissa C.), Spinelli, J. J. (John J.), Swerdlow, A. J. (Anthony J.), Tamimi, R. M. (Rulla M.), Tapper, W. J. (William J.), Taylor, J. A. (Jack A.), Teras, L. R. (Lauren R.), Terry, M. B. (Mary Beth), Torres, D. (Diana), Troester, M. A. (Melissa A.), Vachon, C. M. (Celine M.), van Deurzen, C. H. (Carolien H. M.), van Veen, E. M. (Elke M.), Wagner, P. (Philippe), Weinberg, C. R. (Clarice R.), Wendt, C. (Camilla), Wesseling, J. (Jelle), Winqvist, R. (Robert), Wolk, A. (Alicja), Yang, X. R. (Xiaohong R.), Zheng, W. (Wei), Couch, F. J. (Fergus J.), Simard, J. (Jacques), Kraft, P. (Peter), Easton, D. F. (Douglas F.), Pharoah, P. D. (Paul D. P.), Schmidt, M. K. (Marjanka K.), Garcia-Closas, M. (Montserrat), Chatterjee, N. (Nilanjan), Ahearn, T. U. (Thomas U.), Zhang, H. (Haoyu), Michailidou, K. (Kyriaki), Milne, R. L. (Roger L.), Bolla, M. K. (Manjeet K.), Dennis, J. (Joe), Dunning, A. M. (Alison M.), Lush, M. (Michael), Wang, Q. (Qin), Andrulis, I. L. (Irene L.), Anton-Culver, H. (Hoda), Arndt, V. (Volker), Aronson, K. J. (Kristan J.), Auer, P. L. (Paul L.), Augustinsson, A. (Annelie), Baten, A. (Adinda), Becher, H. (Heiko), Behrens, S. (Sabine), Benitez, J. (Javier), Bermisheva, M. (Marina), Blomqvist, C. (Carl), Bojesen, S. E. (Stig E.), Bonanni, B. (Bernardo), Borresen-Dale, A.-L. (Anne-Lise), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Brooks-Wilson, A. (Angela), Bruening, T. (Thomas), Burwinkel, B. (Barbara), Buys, S. S. (Saundra S.), Canzian, F. (Federico), Castelao, J. E. (Jose E.), Chang-Claude, J. (Jenny), Chanock, S. J. (Stephen J.), Chenevix-Trench, G. (Georgia), Clarke, C. L. (Christine L.), Collee, J. M. (J. Margriet), Cox, A. (Angela), Cross, S. S. (Simon S.), Czene, K. (Kamila), Daly, M. B. (Mary B.), Devilee, P. (Peter), Dork, T. (Thilo), Dwek, M. (Miriam), Eccles, D. M. (Diana M.), Evans, D. G. (D. Gareth), Fasching, P. A. (Peter A.), Figueroa, J. (Jonine), Floris, G. (Giuseppe), Gago-Dominguez, M. (Manuela), Gapstur, S. M. (Susan M.), Garcia-Saenz, J. A. (Jose A.), Gaudet, M. M. (Mia M.), Giles, G. G. (Graham G.), Goldberg, M. S. (Mark S.), Gonzalez-Neira, A. (Anna), Alnaes, G. I. (Grethe I. Grenaker), Grip, M. (Mervi), Guenel, P. (Pascal), Haiman, C. A. (Christopher A.), Hall, P. (Per), Hamann, U. (Ute), Harkness, E. F. (Elaine F.), Heemskerk-Gerritsen, B. A. (Bernadette A. M.), Holleczek, B. (Bernd), Hollestelle, A. (Antoinette), Hooning, M. J. (Maartje J.), Hoover, R. N. (Robert N.), Hopper, J. L. (John L.), Howell, A. (Anthony), Jakimovska, M. (Milena), Jakubowska, A. (Anna), John, E. M. (Esther M.), Jones, M. E. (Michael E.), Jung, A. (Audrey), Kaaks, R. (Rudolf), Kauppila, S. (Saila), Keeman, R. (Renske), Khusnutdinova, E. (Elza), Kitahara, C. M. (Cari M.), Ko, Y.-D. (Yon-Dschun), Koutros, S. (Stella), Kristensen, V. N. (Vessela N.), Kruger, U. (Ute), Kubelka-Sabit, K. (Katerina), Kurian, A. W. (Allison W.), Kyriacou, K. (Kyriacos), Lambrechts, D. (Diether), Lee, D. G. (Derrick G.), Lindblom, A. (Annika), Linet, M. (Martha), Lissowska, J. (Jolanta), Llaneza, A. (Ana), Lo, W.-Y. (Wing-Yee), MacInnis, R. J. (Robert J.), Mannermaa, A. (Arto), Manoochehri, M. (Mehdi), Margolin, S. (Sara), Martinez, M. E. (Maria Elena), McLean, C. (Catriona), Meindl, A. (Alfons), Menon, U. (Usha), Nevanlinna, H. (Heli), Newman, W. G. (William G.), Nodora, J. (Jesse), Offit, K. (Kenneth), Olsson, H. (Hakan), Orr, N. (Nick), Park-Simon, T.-W. (Tjoung-Won), Patel, A. V. (Alpa, V), Peto, J. (Julian), Pita, G. (Guillermo), Plaseska-Karanfilska, D. (Dijana), Prentice, R. (Ross), Punie, K. (Kevin), Pylkas, K. (Katri), Radice, P. (Paolo), Rennert, G. (Gad), Romero, A. (Atocha), Ruediger, T. (Thomas), Saloustros, E. (Emmanouil), Sampson, S. (Sarah), Sandler, D. P. (Dale P.), Sawyer, E. J. (Elinor J.), Schmutzler, R. K. (Rita K.), Schoemaker, M. J. (Minouk J.), Schottker, B. (Ben), Sherman, M. E. (Mark E.), Shu, X.-O. (Xiao-Ou), Smichkoska, S. (Snezhana), Southey, M. C. (Melissa C.), Spinelli, J. J. (John J.), Swerdlow, A. J. (Anthony J.), Tamimi, R. M. (Rulla M.), Tapper, W. J. (William J.), Taylor, J. A. (Jack A.), Teras, L. R. (Lauren R.), Terry, M. B. (Mary Beth), Torres, D. (Diana), Troester, M. A. (Melissa A.), Vachon, C. M. (Celine M.), van Deurzen, C. H. (Carolien H. M.), van Veen, E. M. (Elke M.), Wagner, P. (Philippe), Weinberg, C. R. (Clarice R.), Wendt, C. (Camilla), Wesseling, J. (Jelle), Winqvist, R. (Robert), Wolk, A. (Alicja), Yang, X. R. (Xiaohong R.), Zheng, W. (Wei), Couch, F. J. (Fergus J.), Simard, J. (Jacques), Kraft, P. (Peter), Easton, D. F. (Douglas F.), Pharoah, P. D. (Paul D. P.), Schmidt, M. K. (Marjanka K.), Garcia-Closas, M. (Montserrat), and Chatterjee, N. (Nilanjan)

Abstract

Background: Genome-wide association studies (GWAS) have identified multiple common breast cancer susceptibility variants. Many of these variants have differential associations by estrogen receptor (ER) status, but how these variants relate with other tumor features and intrinsic molecular subtypes is unclear. Methods: Among 106,571 invasive breast cancer cases and 95,762 controls of European ancestry with data on 173 breast cancer variants identified in previous GWAS, we used novel two-stage polytomous logistic regression models to evaluate variants in relation to multiple tumor features (ER, progesterone receptor (PR), human epidermal growth factor receptor 2 (HER2) and grade) adjusting for each other, and to intrinsic-like subtypes. Results: Eighty-five of 173 variants were associated with at least one tumor feature (false discovery rate < 5%), most commonly ER and grade, followed by PR and HER2. Models for intrinsic-like subtypes found nearly all of these variants (83 of 85) associated at p < 0.05 with risk for at least one luminal-like subtype, and approximately half (41 of 85) of the variants were associated with risk of at least one non-luminal subtype, including 32 variants associated with triple-negative (TN) disease. Ten variants were associated with risk of all subtypes in different magnitude. Five variants were associated with risk of luminal A-like and TN subtypes in opposite directions. Conclusion: This report demonstrates a high level of complexity in the etiology heterogeneity of breast cancer susceptibility variants and can inform investigations of subtype-specific risk prediction.

Published
2022

12. Analysis of rare disruptive germline mutations in 2135 enriched BRCA-negative breast cancers excludes additional high-impact susceptibility genes.

Author

Loveday, C, Garrett, A, Law, P, Hanks, S, Poyastro-Pearson, E, Adlard, JW, Barwell, J, Berg, J, Brady, AF, Brewer, C, Chapman, C, Cook, J, Davidson, R, Donaldson, A, Douglas, F, Greenhalgh, L, Henderson, A, Izatt, L, Kumar, A, Lalloo, F, Miedzybrodzka, Z, Morrison, PJ, Paterson, J, Porteous, M, Rogers, MT, Walker, L, Breast and Ovarian Cancer Susceptibility Collaboration, Eccles, D, Evans, DG, Snape, K, Hanson, H, Houlston, RS, Turnbull, C, Loveday, C, Garrett, A, Law, P, Hanks, S, Poyastro-Pearson, E, Adlard, JW, Barwell, J, Berg, J, Brady, AF, Brewer, C, Chapman, C, Cook, J, Davidson, R, Donaldson, A, Douglas, F, Greenhalgh, L, Henderson, A, Izatt, L, Kumar, A, Lalloo, F, Miedzybrodzka, Z, Morrison, PJ, Paterson, J, Porteous, M, Rogers, MT, Walker, L, Breast and Ovarian Cancer Susceptibility Collaboration, Eccles, D, Evans, DG, Snape, K, Hanson, H, Houlston, RS, and Turnbull, C

Abstract

BACKGROUND: Breast cancer has a significant heritable basis, of which ∼60% remains unexplained. Testing for BRCA1/BRCA2 offers useful discrimination of breast cancer risk within families, and identification of additional breast cancer susceptibility genes could offer clinical utility. PATIENTS AND METHODS: We included 2135 invasive breast cancer cases recruited via the Breast and Ovarian Cancer Susceptibility study, a retrospective UK study of familial breast cancer. ELIGIBILITY CRITERIA: female, BRCA-negative, white European ethnicity, and one of: (i) breast cancer family history, (ii) bilateral disease, (iii) young age of onset (<30 years), and (iv) concomitant ovarian cancer. We undertook exome sequencing of cases and carried out gene-level burden testing of rare damaging variants against those from 51 377 ethnicity-matched population controls from gnomAD. RESULTS: 159/2135 (7.4%) cases had a qualifying variant in an established breast cancer susceptibility gene, with minimal evidence of signal in other cancer susceptibility genes. Known breast cancer susceptibility genes PALB2, CHEK2, and ATM were the only genes to retain statistical significance after correcting for multiple testing. Due to the enrichment of hereditary cases in the series, we had good power (>80%) to detect a gene of BRCA1-like risk [odds ratio (OR) = 10.6] down to a population minor allele frequency of 4.6 × 10-5 (1 in 10 799, less than one-tenth that of BRCA1)and of PALB2-like risk (OR = 5.0) down to a population minor allele frequency of 2.8 × 10-4 (1 in 1779, less than half that of PALB2). Power was lower for identification of novel moderate penetrance genes (OR = 2-3) like CHEK2 and ATM. CONCLUSIONS: This is the largest case-control whole-exome analysis of enriched breast cancer published to date. Whilst additional breast cancer susceptibility genes likely exist, those of high penetrance are likely to be of very low mutational frequency. Contention exists regarding the clinical utility of

Published
2022

15. Clinical likelihood ratios and balanced accuracy for 44 in silico tools against multiple large-scale functional assays of cancer susceptibility genes

Author

Cubuk, C., primary, Garrett, A., additional, Choi, S., additional, King, L., additional, Loveday, C., additional, Torr, B., additional, Burghel, G.J., additional, Durkie, M., additional, Callaway, A., additional, Robinson, R., additional, Drummond, J., additional, Berry, I., additional, Wallace, A., additional, Eccles, D., additional, Tischkowitz, M., additional, Whiffin, N., additional, Ware, J.S., additional, Hanson, H., additional, and Turnbull, C., additional

Published
2021
Full Text
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18. Comparative performances of machine learning methods for classifying Crohn Disease patients using genome-wide genotyping data

Author

Romagnoni, A., Jegou, S., Van Steen, K., Wainrib, G., Hugot, J. -P., Peyrin-Biroulet, L., Chamaillard, M., Colombel, J. -F., Cottone, M., D'Amato, M., D'Inca, R., Halfvarson, J., Henderson, P., Karban, A., Kennedy, N. A., Khan, M. A., Lemann, M., Levine, A., Massey, D., Milla, M., S. M. E., Ng, Oikonomou, I., Peeters, H., Proctor, D. D., Rahier, J. -F., Rutgeerts, P., Seibold, F., Stronati, L., Taylor, K. M., Torkvist, L., Ublick, K., Van Limbergen, J., Van Gossum, A., Vatn, M. H., Zhang, H., Zhang, W., Andrews, J. M., Bampton, P. A., Barclay, M., Florin, T. H., Gearry, R., Krishnaprasad, K., Lawrance, I. C., Mahy, G., Montgomery, G. W., Radford-Smith, G., Roberts, R. L., Simms, L. A., Hanigan, K., Croft, A., Amininijad, L., Cleynen, I., Dewit, O., Franchimont, D., Georges, M., Laukens, D., Theatre, E., Vermeire, S., Aumais, G., Baidoo, L., Barrie, A. M., Beck, K., Bernard, E. -J., Binion, D. G., Bitton, A., Brant, S. R., Cho, J. H., Cohen, A., Croitoru, K., Daly, M. J., Datta, L. W., Deslandres, C., Duerr, R. H., Dutridge, D., Ferguson, J., Fultz, J., Goyette, P., Greenberg, G. R., Haritunians, T., Jobin, G., Katz, S., Lahaie, R. G., Mcgovern, D. P., Nelson, L., S. M., Ng, Ning, K., Pare, P., Regueiro, M. D., Rioux, J. D., Ruggiero, E., Schumm, L. P., Schwartz, M., Scott, R., Sharma, Y., Silverberg, M. S., Spears, D., Steinhart, A. H., Stempak, J. M., Swoger, J. M., Tsagarelis, C., Zhang, C., Zhao, H., Aerts, J., Ahmad, T., Arbury, H., Attwood, A., Auton, A., Ball, S. G., Balmforth, A. J., Barnes, C., Barrett, J. C., Barroso, I., Barton, A., Bennett, A. J., Bhaskar, S., Blaszczyk, K., Bowes, J., Brand, O. J., Braund, P. S., Bredin, F., Breen, G., Brown, M. J., Bruce, I. N., Bull, J., Burren, O. S., Burton, J., Byrnes, J., Caesar, S., Cardin, N., Clee, C. M., Coffey, A. J., MC Connell, J., Conrad, D. F., Cooper, J. D., Dominiczak, A. F., Downes, K., Drummond, H. E., Dudakia, D., Dunham, A., Ebbs, B., Eccles, D., Edkins, S., Edwards, C., Elliot, A., Emery, P., Evans, D. M., Evans, G., Eyre, S., Farmer, A., Ferrier, I. N., Flynn, E., Forbes, A., Forty, L., Franklyn, J. A., Frayling, T. M., Freathy, R. M., Giannoulatou, E., Gibbs, P., Gilbert, P., Gordon-Smith, K., Gray, E., Green, E., Groves, C. J., Grozeva, D., Gwilliam, R., Hall, A., Hammond, N., Hardy, M., Harrison, P., Hassanali, N., Hebaishi, H., Hines, S., Hinks, A., Hitman, G. A., Hocking, L., Holmes, C., Howard, E., Howard, P., Howson, J. M. M., Hughes, D., Hunt, S., Isaacs, J. D., Jain, M., Jewell, D. P., Johnson, T., Jolley, J. D., Jones, I. R., Jones, L. A., Kirov, G., Langford, C. F., Lango-Allen, H., Lathrop, G. M., Lee, J., Lee, K. L., Lees, C., Lewis, K., Lindgren, C. M., Maisuria-Armer, M., Maller, J., Mansfield, J., Marchini, J. L., Martin, P., Massey, D. C., Mcardle, W. L., Mcguffin, P., Mclay, K. E., Mcvean, G., Mentzer, A., Mimmack, M. L., Morgan, A. E., Morris, A. P., Mowat, C., Munroe, P. B., Myers, S., Newman, W., Nimmo, E. R., O'Donovan, M. C., Onipinla, A., Ovington, N. R., Owen, M. J., Palin, K., Palotie, A., Parnell, K., Pearson, R., Pernet, D., Perry, J. R., Phillips, A., Plagnol, V., Prescott, N. J., Prokopenko, I., Quail, M. A., Rafelt, S., Rayner, N. W., Reid, D. M., Renwick, A., Ring, S. M., Robertson, N., Robson, S., Russell, E., Clair, D. S., Sambrook, J. G., Sanderson, J. D., Sawcer, S. J., Schuilenburg, H., Scott, C. E., Seal, S., Shaw-Hawkins, S., Shields, B. M., Simmonds, M. J., Smyth, D. J., Somaskantharajah, E., Spanova, K., Steer, S., Stephens, J., Stevens, H. E., Stirrups, K., Stone, M. A., Strachan, D. P., Su, Z., Symmons, D. P. M., Thompson, J. R., Thomson, W., Tobin, M. D., Travers, M. E., Turnbull, C., Vukcevic, D., Wain, L. V., Walker, M., Walker, N. M., Wallace, C., Warren-Perry, M., Watkins, N. A., Webster, J., Weedon, M. N., Wilson, A. G., Woodburn, M., Wordsworth, B. P., Yau, C., Young, A. H., Zeggini, E., Brown, M. A., Burton, P. R., Caulfield, M. J., Compston, A., Farrall, M., Gough, S. C. L., Hall, A. S., Hattersley, A. T., Hill, A. V. S., Mathew, C. G., Pembrey, M., Satsangi, J., Stratton, M. R., Worthington, J., Hurles, M. E., Duncanson, A., Ouwehand, W. H., Parkes, M., Rahman, N., Todd, J. A., Samani, N. J., Kwiatkowski, D. P., Mccarthy, M. I., Craddock, N., Deloukas, P., Donnelly, P., Blackwell, J. M., Bramon, E., Casas, J. P., Corvin, A., Jankowski, J., Markus, H. S., Palmer, C. N., Plomin, R., Rautanen, A., Trembath, R. C., Viswanathan, A. C., Wood, N. W., Spencer, C. C. A., Band, G., Bellenguez, C., Freeman, C., Hellenthal, G., Pirinen, M., Strange, A., Blackburn, H., Bumpstead, S. J., Dronov, S., Gillman, M., Jayakumar, A., Mccann, O. T., Liddle, J., Potter, S. C., Ravindrarajah, R., Ricketts, M., Waller, M., Weston, P., Widaa, S., Whittaker, P., Romagnoni, A., Jegou, S., Van Steen, K., Wainrib, G., Hugot, J. -P., Peyrin-Biroulet, L., Chamaillard, M., Colombel, J. -F., Cottone, M., D'Amato, M., D'Inca, R., Halfvarson, J., Henderson, P., Karban, A., Kennedy, N. A., Khan, M. A., Lemann, M., Levine, A., Massey, D., Milla, M., Ng, S. M. E., Oikonomou, I., Peeters, H., Proctor, D. D., Rahier, J. -F., Rutgeerts, P., Seibold, F., Stronati, L., Taylor, K. M., Torkvist, L., Ublick, K., Van Limbergen, J., Van Gossum, A., Vatn, M. H., Zhang, H., Zhang, W., Andrews, J. M., Bampton, P. A., Barclay, M., Florin, T. H., Gearry, R., Krishnaprasad, K., Lawrance, I. C., Mahy, G., Montgomery, G. W., Radford-Smith, G., Roberts, R. L., Simms, L. A., Hanigan, K., Croft, A., Amininijad, L., Cleynen, I., Dewit, O., Franchimont, D., Georges, M., Laukens, D., Theatre, E., Vermeire, S., Aumais, G., Baidoo, L., Barrie, A. M., Beck, K., Bernard, E. -J., Binion, D. G., Bitton, A., Brant, S. R., Cho, J. H., Cohen, A., Croitoru, K., Daly, M. J., Datta, L. W., Deslandres, C., Duerr, R. H., Dutridge, D., Ferguson, J., Fultz, J., Goyette, P., Greenberg, G. R., Haritunians, T., Jobin, G., Katz, S., Lahaie, R. G., Mcgovern, D. P., Nelson, L., Ng, S. M., Ning, K., Pare, P., Regueiro, M. D., Rioux, J. D., Ruggiero, E., Schumm, L. P., Schwartz, M., Scott, R., Sharma, Y., Silverberg, M. S., Spears, D., Steinhart, A. H., Stempak, J. M., Swoger, J. M., Tsagarelis, C., Zhang, C., Zhao, H., Aerts, J., Ahmad, T., Arbury, H., Attwood, A., Auton, A., Ball, S. G., Balmforth, A. J., Barnes, C., Barrett, J. C., Barroso, I., Barton, A., Bennett, A. J., Bhaskar, S., Blaszczyk, K., Bowes, J., Brand, O. J., Braund, P. S., Bredin, F., Breen, G., Brown, M. J., Bruce, I. N., Bull, J., Burren, O. S., Burton, J., Byrnes, J., Caesar, S., Cardin, N., Clee, C. M., Coffey, A. J., MC Connell, J., Conrad, D. F., Cooper, J. D., Dominiczak, A. F., Downes, K., Drummond, H. E., Dudakia, D., Dunham, A., Ebbs, B., Eccles, D., Edkins, S., Edwards, C., Elliot, A., Emery, P., Evans, D. M., Evans, G., Eyre, S., Farmer, A., Ferrier, I. N., Flynn, E., Forbes, A., Forty, L., Franklyn, J. A., Frayling, T. M., Freathy, R. M., Giannoulatou, E., Gibbs, P., Gilbert, P., Gordon-Smith, K., Gray, E., Green, E., Groves, C. J., Grozeva, D., Gwilliam, R., Hall, A., Hammond, N., Hardy, M., Harrison, P., Hassanali, N., Hebaishi, H., Hines, S., Hinks, A., Hitman, G. A., Hocking, L., Holmes, C., Howard, E., Howard, P., Howson, J. M. M., Hughes, D., Hunt, S., Isaacs, J. D., Jain, M., Jewell, D. P., Johnson, T., Jolley, J. D., Jones, I. R., Jones, L. A., Kirov, G., Langford, C. F., Lango-Allen, H., Lathrop, G. M., Lee, J., Lee, K. L., Lees, C., Lewis, K., Lindgren, C. M., Maisuria-Armer, M., Maller, J., Mansfield, J., Marchini, J. L., Martin, P., Massey, D. C., Mcardle, W. L., Mcguffin, P., Mclay, K. E., Mcvean, G., Mentzer, A., Mimmack, M. L., Morgan, A. E., Morris, A. P., Mowat, C., Munroe, P. B., Myers, S., Newman, W., Nimmo, E. R., O'Donovan, M. C., Onipinla, A., Ovington, N. R., Owen, M. J., Palin, K., Palotie, A., Parnell, K., Pearson, R., Pernet, D., Perry, J. R., Phillips, A., Plagnol, V., Prescott, N. J., Prokopenko, I., Quail, M. A., Rafelt, S., Rayner, N. W., Reid, D. M., Renwick, A., Ring, S. M., Robertson, N., Robson, S., Russell, E., Clair, D. S., Sambrook, J. G., Sanderson, J. D., Sawcer, S. J., Schuilenburg, H., Scott, C. E., Seal, S., Shaw-Hawkins, S., Shields, B. M., Simmonds, M. J., Smyth, D. J., Somaskantharajah, E., Spanova, K., Steer, S., Stephens, J., Stevens, H. E., Stirrups, K., Stone, M. A., Strachan, D. P., Su, Z., Symmons, D. P. M., Thompson, J. R., Thomson, W., Tobin, M. D., Travers, M. E., Turnbull, C., Vukcevic, D., Wain, L. V., Walker, M., Walker, N. M., Wallace, C., Warren-Perry, M., Watkins, N. A., Webster, J., Weedon, M. N., Wilson, A. G., Woodburn, M., Wordsworth, B. P., Yau, C., Young, A. H., Zeggini, E., Brown, M. A., Burton, P. R., Caulfield, M. J., Compston, A., Farrall, M., Gough, S. C. L., Hall, A. S., Hattersley, A. T., Hill, A. V. S., Mathew, C. G., Pembrey, M., Satsangi, J., Stratton, M. R., Worthington, J., Hurles, M. E., Duncanson, A., Ouwehand, W. H., Parkes, M., Rahman, N., Todd, J. A., Samani, N. J., Kwiatkowski, D. P., Mccarthy, M. I., Craddock, N., Deloukas, P., Donnelly, P., Blackwell, J. M., Bramon, E., Casas, J. P., Corvin, A., Jankowski, J., Markus, H. S., Palmer, C. N., Plomin, R., Rautanen, A., Trembath, R. C., Viswanathan, A. C., Wood, N. W., Spencer, C. C. A., Band, G., Bellenguez, C., Freeman, C., Hellenthal, G., Pirinen, M., Strange, A., Blackburn, H., Bumpstead, S. J., Dronov, S., Gillman, M., Jayakumar, A., Mccann, O. T., Liddle, J., Potter, S. C., Ravindrarajah, R., Ricketts, M., Waller, M., Weston, P., Widaa, S., Whittaker, P., Daly, Mark J. [0000-0002-0949-8752], Apollo - University of Cambridge Repository, Hugot, Jean-Pierre [0000-0002-8446-6056], UCL - SSS/IREC/GAEN - Pôle d'Hépato-gastro-entérologie, UCL - (MGD) Service de gastro-entérologie, Romagnoni, A, Jegou, S, VAN STEEN, Kristel, Wainrib, G, Hugot, JP, Peyrin-Biroulet, L, Chamaillard, M, Colombel, JF, Cottone, M, D'Amato, M, D'Inca, R, Halfvarson, J, Henderson, P, Karban, A, Kennedy, NA, Khan, MA, Lemann, M, Levine, A, Massey, D, Milla, M, Ng, SME, Oikonomou, I, Peeters, H, Proctor, DD, Rahier, JF, Rutgeerts, P, Seibold, F, Stronati, L, Taylor, KM, Torkvist, L, Ublick, K, Van Limbergen, J, Van Gossum, A, Vatn, MH, Zhang, H, Zhang, W, Andrews, JM, Bampton, PA, Barclay, M, Florin, TH, Gearry, R, Krishnaprasad, K, Lawrance, IC, Mahy, G, Montgomery, GW, Radford-Smith, G, Roberts, RL, Simms, LA, Hanigan, K, Croft, A, Amininijad, L, Cleynen, I, Dewit, O, Franchimont, D, Georges, M, Laukens, D, Theatre, E, Vermeire, S, Aumais, G, Baidoo, L, Barrie, AM, Beck, K, Bernard, EJ, Binion, DG, Bitton, A, Brant, SR, Cho, JH, Cohen, A, Croitoru, K, Daly, MJ, Datta, LW, Deslandres, C, Duerr, RH, Dutridge, D, Ferguson, J, Fultz, J, Goyette, P, Greenberg, GR, Haritunians, T, Jobin, G, Katz, S, Lahaie, RG, McGovern, DP, Nelson, L, Ng, SM, Ning, K, Pare, P, Regueiro, MD, Rioux, JD, Ruggiero, E, Schumm, LP, Schwartz, M, Scott, R, Sharma, Y, Silverberg, MS, Spears, D, Steinhart, AH, Stempak, JM, Swoger, JM, Tsagarelis, C, Zhang, C, Zhao, HY, AERTS, Jan, Ahmad, T, Arbury, H, Attwood, A, Auton, A, Ball, SG, Balmforth, AJ, Barnes, C, Barrett, JC, Barroso, I, Barton, A, Bennett, AJ, Bhaskar, S, Blaszczyk, K, Bowes, J, Brand, OJ, Braund, PS, Bredin, F, Breen, G, Brown, MJ, Bruce, IN, Bull, J, Burren, OS, Burton, J, Byrnes, J, Caesar, S, Cardin, N, Clee, CM, Coffey, AJ, Mc Connell, J, Conrad, DF, Cooper, JD, Dominiczak, AF, Downes, K, Drummond, HE, Dudakia, D, Dunham, A, Ebbs, B, Eccles, D, Edkins, S, Edwards, C, Elliot, A, Emery, P, Evans, DM, Evans, G, Eyre, S, Farmer, A, Ferrier, IN, Flynn, E, Forbes, A, Forty, L, Franklyn, JA, Frayling, TM, Freathy, RM, Giannoulatou, E, Gibbs, P, Gilbert, P, Gordon-Smith, K, Gray, E, Green, E, Groves, CJ, Grozeva, D, Gwilliam, R, Hall, A, Hammond, N, Hardy, M, Harrison, P, Hassanali, N, Hebaishi, H, Hines, S, Hinks, A, Hitman, GA, Hocking, L, Holmes, C, Howard, E, Howard, P, Howson, JMM, Hughes, D, Hunt, S, Isaacs, JD, Jain, M, Jewell, DP, Johnson, T, Jolley, JD, Jones, IR, Jones, LA, Kirov, G, Langford, CF, Lango-Allen, H, Lathrop, GM, Lee, J, Lee, KL, Lees, C, Lewis, K, Lindgren, CM, Maisuria-Armer, M, Maller, J, Mansfield, J, Marchini, JL, Martin, P, Massey, DCO, McArdle, WL, McGuffin, P, McLay, KE, McVean, G, Mentzer, A, Mimmack, ML, Morgan, AE, Morris, AP, Mowat, C, Munroe, PB, Myers, S, Newman, W, Nimmo, ER, O'Donovan, MC, Onipinla, A, Ovington, NR, Owen, MJ, Palin, K, Palotie, A, Parnell, K, Pearson, R, Pernet, D, Perry, JRB, Phillips, A, Plagnol, V, Prescott, NJ, Prokopenko, I, Quail, MA, Rafelt, S, Rayner, NW, Reid, DM, Renwick, A, Ring, SM, Robertson, N, Robson, S, Russell, E, St Clair, D, Sambrook, JG, Sanderson, JD, Sawcer, SJ, Schuilenburg, H, Scott, CE, Seal, S, Shaw-Hawkins, S, Shields, BM, Simmonds, MJ, Smyth, DJ, Somaskantharajah, E, Spanova, K, Steer, S, Stephens, J, Stevens, HE, Stirrups, K, Stone, MA, Strachan, DP, Su, Z, Symmons, DPM, Thompson, JR, Thomson, W, Tobin, MD, Travers, ME, Turnbull, C, Vukcevic, D, Wain, LV, Walker, M, Walker, NM, Wallace, C, Warren-Perry, M, Watkins, NA, Webster, J, Weedon, MN, Wilson, AG, Woodburn, M, Wordsworth, BP, Yau, C, Young, AH, Zeggini, E, Brown, MA, Burton, PR, Caulfield, MJ, Compston, A, Farrall, M, Gough, SCL, Hall, AS, Hattersley, AT, Hill, AVS, Mathew, CG, Pembrey, M, Satsangi, J, Stratton, MR, Worthington, J, Hurles, ME, Duncanson, A, Ouwehand, WH, Parkes, M, Rahman, N, Todd, JA, Samani, NJ, Kwiatkowski, DP, McCarthy, MI, Craddock, N, Deloukas, P, Donnelly, P, Blackwell, JM, Bramon, E, Casas, JP, Corvin, A, Jankowski, J, Markus, HS, Palmer, CNA, Plomin, R, Rautanen, A, Trembath, RC, Viswanathan, AC, Wood, NW, Spencer, CCA, Band, G, Bellenguez, C, Freeman, C, Hellenthal, G, Pirinen, M, Strange, A, Blackburn, H, Bumpstead, SJ, Dronov, S, Gillman, M, Jayakumar, A, McCann, OT, Liddle, J, Potter, SC, Ravindrarajah, R, Ricketts, M, Waller, M, Weston, P, Widaa, S, Whittaker, P, and Kwiatkowski, D

Subjects
Male, 692/4020/1503/257/1402, Genotype, Genotyping Techniques, LOCI, 45/43, lcsh:Medicine, Polymorphism, Single Nucleotide, Crohn's disease, genetics, genome wide association, Article, Deep Learning, Crohn Disease, INDEL Mutation, Genetics research, Humans, genetics, Genetic Predisposition to Disease, 129, lcsh:Science, Alleles, Science & Technology, genome wide association, RISK PREDICTION, 45, Models, Genetic, lcsh:R, Decision Trees, 692/308/2056, ASSOCIATION, Multidisciplinary Sciences, Crohn's disease, Logistic Models, Nonlinear Dynamics, ROC Curve, Area Under Curve, Science & Technology - Other Topics, lcsh:Q, Female, Neural Networks, Computer, INFLAMMATORY-BOWEL-DISEASE, Genome-Wide Association Study
Abstract

Crohn Disease (CD) is a complex genetic disorder for which more than 140 genes have been identified using genome wide association studies (GWAS). However, the genetic architecture of the trait remains largely unknown. The recent development of machine learning (ML) approaches incited us to apply them to classify healthy and diseased people according to their genomic information. The Immunochip dataset containing 18,227 CD patients and 34,050 healthy controls enrolled and genotyped by the international Inflammatory Bowel Disease genetic consortium (IIBDGC) has been re-analyzed using a set of ML methods: penalized logistic regression (LR), gradient boosted trees (GBT) and artificial neural networks (NN). The main score used to compare the methods was the Area Under the ROC Curve (AUC) statistics. The impact of quality control (QC), imputing and coding methods on LR results showed that QC methods and imputation of missing genotypes may artificially increase the scores. At the opposite, neither the patient/control ratio nor marker preselection or coding strategies significantly affected the results. LR methods, including Lasso, Ridge and ElasticNet provided similar results with a maximum AUC of 0.80. GBT methods like XGBoost, LightGBM and CatBoost, together with dense NN with one or more hidden layers, provided similar AUC values, suggesting limited epistatic effects in the genetic architecture of the trait. ML methods detected near all the genetic variants previously identified by GWAS among the best predictors plus additional predictors with lower effects. The robustness and complementarity of the different methods are also studied. Compared to LR, non-linear models such as GBT or NN may provide robust complementary approaches to identify and classify genetic markers. Tis work was supported by Fondation pour la Recherche Médical (ref DEI20151234405) and Investissements d’Avenir programme ANR-11-IDEX-0005-02, Sorbonne Paris Cite, Laboratoire d’excellence INFLAMEX. Te authors thank the students that participated to the wisdom of the crowd exercise.

Published
2019

26. A case-only study to identify genetic modifiers of breast cancer risk for BRCA1/BRCA2 mutation carriers

Author

Coignard, J. (Juliette), Lush, M. (Michael), Beesley, J. (Jonathan), O’Mara, T.A. (Tracy A.), Dennis, J. (Joe), Tyrer, J.P. (Jonathan P.), Barnes, D. (Daniel), McGuffog, L. (Lesley), Leslie, G. (Goska), Bolla, M.K. (Manjeet K.), Adank, M.A. (Muriel), Agata, S. (Simona), Ahearn, T. (Thomas), Aittomäki, K. (Kristiina), Andrulis, I.L. (Irene L.), Anton-Culver, H. (Hoda), Arndt, V. (Volker), Arnold, N. (Norbert), Aronson, K.J. (Kristan J.), Arun, B.K. (Banu), Augustinsson, A. (Annelie), Azzollini, J., Barrowdale, D. (Daniel), Baynes, C. (Caroline), Becher, H. (Heko), Bermisheva, M. (Marina), Bernstein, L. (Leslie), Białkowska, K. (Katarzyna), Blomqvist, C. (Carl), Bojesen, S.E. (Stig), Bonnani, B. (Bernardo), Borg, Å. (Åke), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Burwinkel, B. (Barbara), Buys, S.S. (Saundra S.), Caldes, T. (Trinidad), Caligo, M.A. (Maria A.), Campa, D. (Daniele), Carter, B.D. (Brian D.), Castelao, J.E. (Jose ), Chang-Claude, J. (Jenny), Chanock, S.J. (Stephen J.), Chung, W.K. (Wendy K.), Claes, K.B.M. (Kathleen B. M.), Clarke, C.L. (Christine L.), Bertrand, O. (Ophélie), Caputo, S. (Sandrine), Dupré, A. (Anaïs), Le Mentec, M. (Marine), Belotti, M. (Muriel), Birot, A.-M. (Anne-Marie), Buecher, B. (Bruno), Fourme, E. (Emmanuelle), Gauthier-Villars, M. (Marion), Golmard, L. (Lisa), Houdayer, C. (Claude), Moncoutier, V. (Virginie), de Pauw, A. (Antoine), Saule, C. (Claire), Sinilnikova, O. (Olga), Mazoyer, S. (Sylvie), Damiola, F. (Francesca), Barjhoux, L. (Laure), Verny-Pierre, C. (Carole), Léone, M. (Mélanie), Boutry-Kryza, N. (N.), Calender, A. (Alain), Giraud, S. (Sophie), Caron, O. (Olivier), Guillaud-Bataille, M. (Marine), Bressac-de Paillerets, B. (Brigitte), Bignon, Y.-J. (Yves-Jean), Uhrhammer, N. (Nancy), Lasset, C. (Christine), Bonadona, V. (Valérie), Berthet, P. (Pascaline), Vaur, D. (Dominique), Castera, L. (Laurent), Noguchi, T. (Tetsuro), Popovici, C. (Cornel), Sobol, H. (Hagay), Bourdon, V. (Violaine), Remenieras, A. (Audrey), Nogues, C. (Catherine), Coupier, I. (Isabelle), Pujol, P. (Pascal), Dumont, A. (Aurélie), Révillion, F. (Françoise), Adenis, C. (Claude), Muller, D.W. (Danièle), Barouk-Simonet, E. (Emmanuelle), Bonnet, F. (Françoise), Bubien, V. (Virginie), Sevenet, N. (Nicolas), Longy, M. (Michel), Toulas, C. (Christine), Guimbaud, R. (Rosine), Gladieff, L. (Laurence), Feillel, V. (Viviane), Leroux, D. (Dominique), Dreyfus, H. (Hélène), Rebischung, C. (Christine), Peysselon, M. (Magalie), Coron, F. (Fanny), Faivre, L. (Laurence), Baurand, A. (Amandine), Jacquot, C. (Caroline), Bertolone, G. (Geoffrey), Lizard, S. (Sarab), Prieur, F. (Fabienne), Lebrun, M. (Marine), Kientz, C. (Caroline), Ferrer, S.F., Mari, V. (Véronique), Vénat-Bouvet, L. (Laurence), Delnatte, C. (Capucine), Bézieau, S. (Stéphane), Mortemousque, I. (Isabelle), Coulet, F. (Florence), Colas, C. (Chrystelle), Soubrier, F. (Florent), Warcoin, M. (Mathilde), Sokolowska, J. (Johanna), Bronner, M. (Myriam), Collonge-Rame, M.-A., Damette, A. (Alexandre), Gesta, P. (Paul), Lallaoui, H. (Hakima), Chiesa, J. (Jean), Molina-Gomes, D. (Denise), Ingster, O. (Olivier), Gregory, H. (Helen), Miedzybrodzka, Z. (Zosia), Morrison, P.J. (Patrick J.), Ong, K.-R. (Kai-ren), Donaldson, A. (Alan), Rogers, M.T. (Mark), Kennedy, M.J. (M. John), Porteous, M.E. (Mary), Brewer, C. (Carole), Davidson, R. (Rosemarie), Izatt, L. (Louise), Brady, A. (A.), Barwell, J. (Julian), Adlard, J.W. (Julian), Foo, C. (Claire), Lalloo, F. (Fiona), Side, L.E. (Lucy E.), Eason, J. (Jacqueline), Henderson, A. (Alex), Walker, L. (Lisa), Eeles, R. (Rosalind), Cook, J. (Jackie), Snape, K. (Katie), Eccles, D. (Diana), Murray, A. (Alexandra), McCann, E. (Emma), Collée, J.M. (J. Margriet), Conroy, D.M. (Don M.), Czene, K. (Kamila), Daly, M.B. (Mary B.), Devilee, P. (Peter), Diez, O. (Orland), Ding, Y.C. (Yuan Chun), 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.), Eliassen, A.H. (A. Heather), Engel, C. (Christoph), Eriksson, M. (Mikael), Evans, D.G. (D. Gareth), Fasching, P.A. (Peter), Flyger, H. (Henrik), Fostira, F. (Florentia), Friedman, E. (Eitan), Fritschi, L. (Lin), Frost, D. (Debra), Gago-Dominguez, M. (Manuela), Gapstur, S.M. (Susan M.), Garber, J. (Judy), Garcia-Barberan, V. (Vanesa), García-Closas, M. (Montserrat), García-Sáenz, J.A. (José A.), Gaudet, M.M. (Mia M.), Gayther, S.A. (Simon), Gehrig, A. (Andrea), Georgoulias, V. (Vassilios), Giles, G.G. (Graham G.), Godwin, A.K. (Andrew K.), Goldberg, M.S. (Mark), Radice, P. (Paolo), González-Neira, A. (Anna), Greene, M.H. (Mark H.), Guénel, P. (Pascal), Haeberle, L. (Lothar), Hahnen, E. (Eric), Haiman, C.A. (Christopher), Håkansson, N. (Niclas), Hall, P. (Per), Hamann, U. (Ute), Harrington, P.A. (Patricia A.), Hart, S.N. (Steven N.), He, W. (Wei), Hogervorst, F.B.L. (Frans B. L.), Hollestelle, A. (Antoinette), Hopper, J.L. (John), Horcasitas, D.J. (Darling J.), Hulick, P.J. (Peter J.), Hunter, D.J. (David J.), Imyanitov, E.N. (Evgeny), Fox, S.B. (Stephen), Campbell, I. (Ian), Spurdle, A. (Amanda), Webb, P. (Penny), De Fazio, A. (Anna), Tassell, M. (Margaret), Kirk, J. (Judy), Lindeman, G.J. (Geoffrey), Price, M. (Melanie), Southey, M.C. (Melissa), Milne, R.L. (Roger), Deb, S. (Sid), Bowtell, D. (David), Hout, A.H. (Annemarie) van der, Ouweland, A.M.W. (Ans) van den, Mensenkamp, A.R. (Arjen R.), Deurzen, C.H.M. (Carolien) van, Kets, C.M. (Marleen), Seynaeve, C.M. (Caroline), van Asperen, C.J. (Christi J.), Aalfs, C.M. (Cora), Gómez Garcia, E.B. (Encarna B.), Leeuwen, F.E. (Flora) van, Bock, G.H. (Geertruida) de, Meijers-Heijboer, E.J. (Hanne), Obdeijn, A.I.M. (Inge-Marie), Gille, J.J.P. (J. J.P.), Oosterwijk, J.C. (Jan), Wijnen, J.T. (Juul), Kolk, L.E. (Lizet) van der, Hooning, M.J. (Maartje), Ausems, M.G.E.M. (Margreet), Mourits, M.J. (Marjan), Blok, M.J. (Marinus J.), Rookus, M.A. (Matti), van der Luijt, R.B. (Rob B.), Cronenburg, T.C.T.E.F. van, Pol, C. (Carmen) van der, Russell, N.S. (Nicola), Siesling, S. (Sabine), Overbeek, L.I.H. (Lucy), Wijnands, R. (R.), Lange, J.L. (J.) de, Clarke, C. (Christine), Graham, D. (Dinny), Sachchithananthan, M. (Mythily), Marsh, D. (Deborah), Scott, R.J. (Rodney), Baxter, R. (Robert), Yip, D. (Desmond), Carpenter, T.A. (Adrian), Davis, A. (Alison), Pathmanathan, N. (Nirmala), Simpson, P. (Peter), Jager, A. (Agnes), Jakubowska, A. (Anna), James, M. (Margaret), Jensen, U.B. (Uffe Birk), John, E.M. (Esther), Jones, M.E. (Michael E.), Kaaks, R. (Rudolf), Kapoor, P.M. (Pooja Middha), Karlan, B.Y. (Beth), Keeman, R. (Renske), Khusnutdinova, E.K. (Elza), Kiiski, J.I. (Johanna I.), Ko, Y.-D. (Yon-Dschun), Kosma, V.-M. (Veli-Matti), Kraft, P. (Peter), Kurian, A.W. (Allison W.), Laitman, Y. (Yael), Lambrechts, D. (Diether), Le Marchand, L. (Loic), Lester, J. (Jenny), Lesueur, F. (Fabienne), Lindstrom, T. (Tricia), Lopez-Fernández, A. (Adria), Loud, J.T. (Jennifer T.), Luccarini, C. (Craig), Mannermaa, A. (Arto), Manoukian, S. (Siranoush), Margolin, S. (Sara), Martens, J.W.M. (John), Mebirouk, N. (Noura), Meindl, A. (Alfons), Miller, A. (Austin), Milne, R.L. (Roger L.), Montagna, M. (Marco), Nathanson, K.L. (Katherine), Floris, O.A.M., Nevanlinna, H. (Heli), Nielsen, F.C. (Finn C.), O’Brien, K.M. (Katie M.), Olopade, O.I. (Olofunmilayo), Olson, J.E. (Janet), Olsson, H. (Håkan), Osorio, A. (Ana), Ottini, L. (Laura), Park-Simon, T.-W. (Tjoung-Won), Parsons, M. (Marilyn), Pedersen, I.S. (Inge Sokilde), Peshkin, B. (Beth), Peterlongo, P. (Paolo), Peto, J. (Julian), Pharoah, P.D.P. (Paul), Phillips, K.-A. (Kelly-Anne), Polley, E.C. (Eric C.), Poppe, B. (Bruce), Presneau, N. (Nadege), Pujana, M.A. (Miquel Angel), Punie, K. (Kevin), Rantala, J. (Johanna), Rashid, M.U. (Muhammad), Rennert, G. (Gad), Rennert, H.S. (Hedy S.), Robson, M. (Mark), Romero, A. (Atocha), Rossing, M. (Maria), Saloustros, E. (Emmanouil), Sandler, D.P. (Dale P.), Santella, R.M. (Regina), Scheuner, M.T. (Maren T.), Schmidt, M.K. (Marjanka K.), Schmidt, G. (Gunnar), Scott, C. (Christopher), Sharma, P. (Priyanka), Soucy, P. (Penny), Southey, M.C. (Melissa C.), Spinelli, J.J. (John J.), Steinsnyder, Z. (Zoe), Stone, J. (Jennifer), Stoppa-Lyonnet, D. (Dominique), Swerdlow, A.J. (Anthony ), Tamimi, R. (Rulla), Tapper, W.J. (William J.), Taylor, J.A. (Jack A.), Terry, M.B. (Mary Beth), Teulé, A. (Alex), Thull, D.L. (Darcy L.), Tischkowitz, M. (Marc), Toland, A.E. (Amanda), Torres, D. (Diana), Trainer, A.H. (Alison H.), Truong, T. (Thérèse), Tung, N. (Nadine), Vachon, C. (Celine), Vega, A. (Ana), Joseph, V. (Vijai), Wang, Q. (Qin), Wappenschmidt, B. (Barbara), Weinberg, C.R. (Clarice R.), Weitzel, J.N. (Jeffrey), Wendt, C. (Camilla), Wolk, K. (Kerstin), Yadav, S. (Siddhartha), Yang, X.R. (Xiaohong R.), Yannoukakos, D. (Drakoulis), Zheng, W. (Wei), Ziogas, A. (Argyrios), Zorn, K.K. (Kristin K.), Park, S.K. (Sue K.), Thomassen, M. (Mads), Offit, K. (Kenneth), Schmutzler, R.K. (Rita), Couch, F.J. (Fergus), Simard, J. (Jacques), Chenevix-Trench, G. (Georgia), Adamo, P. (Pio) d', Andrieu, N. (Nadine), Antoniou, A.C. (Antonis C.), Coignard, J. (Juliette), Lush, M. (Michael), Beesley, J. (Jonathan), O’Mara, T.A. (Tracy A.), Dennis, J. (Joe), Tyrer, J.P. (Jonathan P.), Barnes, D. (Daniel), McGuffog, L. (Lesley), Leslie, G. (Goska), Bolla, M.K. (Manjeet K.), Adank, M.A. (Muriel), Agata, S. (Simona), Ahearn, T. (Thomas), Aittomäki, K. (Kristiina), Andrulis, I.L. (Irene L.), Anton-Culver, H. (Hoda), Arndt, V. (Volker), Arnold, N. (Norbert), Aronson, K.J. (Kristan J.), Arun, B.K. (Banu), Augustinsson, A. (Annelie), Azzollini, J., Barrowdale, D. (Daniel), Baynes, C. (Caroline), Becher, H. (Heko), Bermisheva, M. (Marina), Bernstein, L. (Leslie), Białkowska, K. (Katarzyna), Blomqvist, C. (Carl), Bojesen, S.E. (Stig), Bonnani, B. (Bernardo), Borg, Å. (Åke), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Burwinkel, B. (Barbara), Buys, S.S. (Saundra S.), Caldes, T. (Trinidad), Caligo, M.A. (Maria A.), Campa, D. (Daniele), Carter, B.D. (Brian D.), Castelao, J.E. (Jose ), Chang-Claude, J. (Jenny), Chanock, S.J. (Stephen J.), Chung, W.K. (Wendy K.), Claes, K.B.M. (Kathleen B. M.), Clarke, C.L. (Christine L.), Bertrand, O. (Ophélie), Caputo, S. (Sandrine), Dupré, A. (Anaïs), Le Mentec, M. (Marine), Belotti, M. (Muriel), Birot, A.-M. (Anne-Marie), Buecher, B. (Bruno), Fourme, E. (Emmanuelle), Gauthier-Villars, M. (Marion), Golmard, L. (Lisa), Houdayer, C. (Claude), Moncoutier, V. (Virginie), de Pauw, A. (Antoine), Saule, C. (Claire), Sinilnikova, O. (Olga), Mazoyer, S. (Sylvie), Damiola, F. (Francesca), Barjhoux, L. (Laure), Verny-Pierre, C. (Carole), Léone, M. (Mélanie), Boutry-Kryza, N. (N.), Calender, A. (Alain), Giraud, S. (Sophie), Caron, O. (Olivier), Guillaud-Bataille, M. (Marine), Bressac-de Paillerets, B. (Brigitte), Bignon, Y.-J. (Yves-Jean), Uhrhammer, N. (Nancy), Lasset, C. (Christine), Bonadona, V. (Valérie), Berthet, P. (Pascaline), Vaur, D. (Dominique), Castera, L. (Laurent), Noguchi, T. (Tetsuro), Popovici, C. (Cornel), Sobol, H. (Hagay), Bourdon, V. (Violaine), Remenieras, A. (Audrey), Nogues, C. (Catherine), Coupier, I. (Isabelle), Pujol, P. (Pascal), Dumont, A. (Aurélie), Révillion, F. (Françoise), Adenis, C. (Claude), Muller, D.W. (Danièle), Barouk-Simonet, E. (Emmanuelle), Bonnet, F. (Françoise), Bubien, V. (Virginie), Sevenet, N. (Nicolas), Longy, M. (Michel), Toulas, C. (Christine), Guimbaud, R. (Rosine), Gladieff, L. (Laurence), Feillel, V. (Viviane), Leroux, D. (Dominique), Dreyfus, H. (Hélène), Rebischung, C. (Christine), Peysselon, M. (Magalie), Coron, F. (Fanny), Faivre, L. (Laurence), Baurand, A. (Amandine), Jacquot, C. (Caroline), Bertolone, G. (Geoffrey), Lizard, S. (Sarab), Prieur, F. (Fabienne), Lebrun, M. (Marine), Kientz, C. (Caroline), Ferrer, S.F., Mari, V. (Véronique), Vénat-Bouvet, L. (Laurence), Delnatte, C. (Capucine), Bézieau, S. (Stéphane), Mortemousque, I. (Isabelle), Coulet, F. (Florence), Colas, C. (Chrystelle), Soubrier, F. (Florent), Warcoin, M. (Mathilde), Sokolowska, J. (Johanna), Bronner, M. (Myriam), Collonge-Rame, M.-A., Damette, A. (Alexandre), Gesta, P. (Paul), Lallaoui, H. (Hakima), Chiesa, J. (Jean), Molina-Gomes, D. (Denise), Ingster, O. (Olivier), Gregory, H. (Helen), Miedzybrodzka, Z. (Zosia), Morrison, P.J. (Patrick J.), Ong, K.-R. (Kai-ren), Donaldson, A. (Alan), Rogers, M.T. (Mark), Kennedy, M.J. (M. John), Porteous, M.E. (Mary), Brewer, C. (Carole), Davidson, R. (Rosemarie), Izatt, L. (Louise), Brady, A. (A.), Barwell, J. (Julian), Adlard, J.W. (Julian), Foo, C. (Claire), Lalloo, F. (Fiona), Side, L.E. (Lucy E.), Eason, J. (Jacqueline), Henderson, A. (Alex), Walker, L. (Lisa), Eeles, R. (Rosalind), Cook, J. (Jackie), Snape, K. (Katie), Eccles, D. (Diana), Murray, A. (Alexandra), McCann, E. (Emma), Collée, J.M. (J. Margriet), Conroy, D.M. (Don M.), Czene, K. (Kamila), Daly, M.B. (Mary B.), Devilee, P. (Peter), Diez, O. (Orland), Ding, Y.C. (Yuan Chun), 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.), Eliassen, A.H. (A. Heather), Engel, C. (Christoph), Eriksson, M. (Mikael), Evans, D.G. (D. Gareth), Fasching, P.A. (Peter), Flyger, H. (Henrik), Fostira, F. (Florentia), Friedman, E. (Eitan), Fritschi, L. (Lin), Frost, D. (Debra), Gago-Dominguez, M. (Manuela), Gapstur, S.M. (Susan M.), Garber, J. (Judy), Garcia-Barberan, V. (Vanesa), García-Closas, M. (Montserrat), García-Sáenz, J.A. (José A.), Gaudet, M.M. (Mia M.), Gayther, S.A. (Simon), Gehrig, A. (Andrea), Georgoulias, V. (Vassilios), Giles, G.G. (Graham G.), Godwin, A.K. (Andrew K.), Goldberg, M.S. (Mark), Radice, P. (Paolo), González-Neira, A. (Anna), Greene, M.H. (Mark H.), Guénel, P. (Pascal), Haeberle, L. (Lothar), Hahnen, E. (Eric), Haiman, C.A. (Christopher), Håkansson, N. (Niclas), Hall, P. (Per), Hamann, U. (Ute), Harrington, P.A. (Patricia A.), Hart, S.N. (Steven N.), He, W. (Wei), Hogervorst, F.B.L. (Frans B. L.), Hollestelle, A. (Antoinette), Hopper, J.L. (John), Horcasitas, D.J. (Darling J.), Hulick, P.J. (Peter J.), Hunter, D.J. (David J.), Imyanitov, E.N. (Evgeny), Fox, S.B. (Stephen), Campbell, I. (Ian), Spurdle, A. (Amanda), Webb, P. (Penny), De Fazio, A. (Anna), Tassell, M. (Margaret), Kirk, J. (Judy), Lindeman, G.J. (Geoffrey), Price, M. (Melanie), Southey, M.C. (Melissa), Milne, R.L. (Roger), Deb, S. (Sid), Bowtell, D. (David), Hout, A.H. (Annemarie) van der, Ouweland, A.M.W. (Ans) van den, Mensenkamp, A.R. (Arjen R.), Deurzen, C.H.M. (Carolien) van, Kets, C.M. (Marleen), Seynaeve, C.M. (Caroline), van Asperen, C.J. (Christi J.), Aalfs, C.M. (Cora), Gómez Garcia, E.B. (Encarna B.), Leeuwen, F.E. (Flora) van, Bock, G.H. (Geertruida) de, Meijers-Heijboer, E.J. (Hanne), Obdeijn, A.I.M. (Inge-Marie), Gille, J.J.P. (J. J.P.), Oosterwijk, J.C. (Jan), Wijnen, J.T. (Juul), Kolk, L.E. (Lizet) van der, Hooning, M.J. (Maartje), Ausems, M.G.E.M. (Margreet), Mourits, M.J. (Marjan), Blok, M.J. (Marinus J.), Rookus, M.A. (Matti), van der Luijt, R.B. (Rob B.), Cronenburg, T.C.T.E.F. van, Pol, C. (Carmen) van der, Russell, N.S. (Nicola), Siesling, S. (Sabine), Overbeek, L.I.H. (Lucy), Wijnands, R. (R.), Lange, J.L. (J.) de, Clarke, C. (Christine), Graham, D. (Dinny), Sachchithananthan, M. (Mythily), Marsh, D. (Deborah), Scott, R.J. (Rodney), Baxter, R. (Robert), Yip, D. (Desmond), Carpenter, T.A. (Adrian), Davis, A. (Alison), Pathmanathan, N. (Nirmala), Simpson, P. (Peter), Jager, A. (Agnes), Jakubowska, A. (Anna), James, M. (Margaret), Jensen, U.B. (Uffe Birk), John, E.M. (Esther), Jones, M.E. (Michael E.), Kaaks, R. (Rudolf), Kapoor, P.M. (Pooja Middha), Karlan, B.Y. (Beth), Keeman, R. (Renske), Khusnutdinova, E.K. (Elza), Kiiski, J.I. (Johanna I.), Ko, Y.-D. (Yon-Dschun), Kosma, V.-M. (Veli-Matti), Kraft, P. (Peter), Kurian, A.W. (Allison W.), Laitman, Y. (Yael), Lambrechts, D. (Diether), Le Marchand, L. (Loic), Lester, J. (Jenny), Lesueur, F. (Fabienne), Lindstrom, T. (Tricia), Lopez-Fernández, A. (Adria), Loud, J.T. (Jennifer T.), Luccarini, C. (Craig), Mannermaa, A. (Arto), Manoukian, S. (Siranoush), Margolin, S. (Sara), Martens, J.W.M. (John), Mebirouk, N. (Noura), Meindl, A. (Alfons), Miller, A. (Austin), Milne, R.L. (Roger L.), Montagna, M. (Marco), Nathanson, K.L. (Katherine), Floris, O.A.M., Nevanlinna, H. (Heli), Nielsen, F.C. (Finn C.), O’Brien, K.M. (Katie M.), Olopade, O.I. (Olofunmilayo), Olson, J.E. (Janet), Olsson, H. (Håkan), Osorio, A. (Ana), Ottini, L. (Laura), Park-Simon, T.-W. (Tjoung-Won), Parsons, M. (Marilyn), Pedersen, I.S. (Inge Sokilde), Peshkin, B. (Beth), Peterlongo, P. (Paolo), Peto, J. (Julian), Pharoah, P.D.P. (Paul), Phillips, K.-A. (Kelly-Anne), Polley, E.C. (Eric C.), Poppe, B. (Bruce), Presneau, N. (Nadege), Pujana, M.A. (Miquel Angel), Punie, K. (Kevin), Rantala, J. (Johanna), Rashid, M.U. (Muhammad), Rennert, G. (Gad), Rennert, H.S. (Hedy S.), Robson, M. (Mark), Romero, A. (Atocha), Rossing, M. (Maria), Saloustros, E. (Emmanouil), Sandler, D.P. (Dale P.), Santella, R.M. (Regina), Scheuner, M.T. (Maren T.), Schmidt, M.K. (Marjanka K.), Schmidt, G. (Gunnar), Scott, C. (Christopher), Sharma, P. (Priyanka), Soucy, P. (Penny), Southey, M.C. (Melissa C.), Spinelli, J.J. (John J.), Steinsnyder, Z. (Zoe), Stone, J. (Jennifer), Stoppa-Lyonnet, D. (Dominique), Swerdlow, A.J. (Anthony ), Tamimi, R. (Rulla), Tapper, W.J. (William J.), Taylor, J.A. (Jack A.), Terry, M.B. (Mary Beth), Teulé, A. (Alex), Thull, D.L. (Darcy L.), Tischkowitz, M. (Marc), Toland, A.E. (Amanda), Torres, D. (Diana), Trainer, A.H. (Alison H.), Truong, T. (Thérèse), Tung, N. (Nadine), Vachon, C. (Celine), Vega, A. (Ana), Joseph, V. (Vijai), Wang, Q. (Qin), Wappenschmidt, B. (Barbara), Weinberg, C.R. (Clarice R.), Weitzel, J.N. (Jeffrey), Wendt, C. (Camilla), Wolk, K. (Kerstin), Yadav, S. (Siddhartha), Yang, X.R. (Xiaohong R.), Yannoukakos, D. (Drakoulis), Zheng, W. (Wei), Ziogas, A. (Argyrios), Zorn, K.K. (Kristin K.), Park, S.K. (Sue K.), Thomassen, M. (Mads), Offit, K. (Kenneth), Schmutzler, R.K. (Rita), Couch, F.J. (Fergus), Simard, J. (Jacques), Chenevix-Trench, G. (Georgia), Adamo, P. (Pio) d', Andrieu, N. (Nadine), and Antoniou, A.C. (Antonis C.)

Abstract

Breast cancer (BC) risk for BRCA1 and BRCA2 mutation carriers varies by genetic and familial factors. About 50 common variants have been shown to modify BC risk for mutation carriers. All but three, were identified in general population studies. Other mutation carrier-specific susceptibility variants may exist but studies of mutation carriers have so far been underpowered. We conduct a novel case-only genome-wide association study comparing genotype frequencies between 60,212 general population BC cases and 13,007 cases with BRCA1 or BRCA2 mutations. We identify robust novel associations for 2 variants with BC for BRCA1 and 3 for BRCA2 mutation carriers, P < 10−8, at 5 loci, which are not associated with risk in the general population. They include rs60882887 at 11p11.2 where MADD, SP11 and EIF1, genes previously implicated in BC biology, are predicted as potential targets. These findings will contribute towards customising BC polygenic risk scores for BRCA1 and BRCA2 mutation carriers.

Published
2021
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27. Author Correction: A case-only study to identify genetic modifiers of breast cancer risk for BRCA1/BRCA2 mutation carriers (Nature Communications, (2021), 12, 1, (1078), 10.1038/s41467-020-20496-3).

Author

Coignard J., Lush M., Beesley J., O'Mara T.A., Dennis J., Tyrer J.P., Barnes D.R., McGuffog L., Leslie G., Bolla M.K., Agata S., Ahearn T., Aittomaki K., Andrulis I.L., Anton-Culver H., Arndt V., Arnold N., Aronson K.J., Arun B.K., Augustinsson A., Azzollini J., Barrowdale D., Baynes C., Becher H., Bermisheva M., Bernstein L., Bialkowska K., Blomqvist C., Bojesen S.E., Bonanni B., Borg A., Brauch H., Brenner H., Burwinkel B., Buys S.S., Caldes T., Caligo M.A., Campa D., Carter B.D., Castelao J.E., Chang-Claude J., Chanock S.J., Chung W.K., Claes K.B.M., Clarke C.L., Bertrand O., Caputo S., Dupre A., Le Mentec M., Belotti M., Birot A.-M., Buecher B., Fourme E., Gauthier-Villars M., Golmard L., Houdayer C., Moncoutier V., de Pauw A., Saule C., Sinilnikova O., Mazoyer S., Damiola F., Barjhoux L., Verny-Pierre C., Leone M., Boutry-Kryza N., Calender A., Giraud S., Caron O., Guillaud-Bataille M., Bressac-de-Paillerets B., Bignon Y.-J., Uhrhammer N., Lasset C., Bonadona V., Berthet P., Vaur D., Castera L., Popovici C., Sobol H., Bourdon V., Noguchi T., Remenieras A., Nogues C., Coupier I., Pujol P., Dumont A., Revillion F., Adenis C., Muller D., Barouk-Simonet E., Bonnet F., Bubien V., Sevenet N., Longy M., Toulas C., Guimbaud R., Gladieff L., Feillel V., Leroux D., Dreyfus H., Rebischung C., Peysselon M., Coron F., Faivre L., Baurand A., Jacquot C., Bertolone G., Lizard S., Prieur F., Lebrun M., Kientz C., Ferrer S.F., Mari V., Venat-Bouvet L., Delnatte C., Bezieau S., Mortemousque I., Coulet F., Colas C., Soubrier F., Warcoin M., Sokolowska J., Bronner M., Collonge-Rame M.-A., Damette A., Gesta P., Lallaoui H., Chiesa J., Molina-Gomes D., Ingster O., Gregory H., Miedzybrodzka Z., Morrison P.J., Ong K.-R., Donaldson A., Rogers M.T., Kennedy M.J., Porteous M.E., Brewer C., Davidson R., Izatt L., Brady A., Barwell J., Adlard J., Foo C., Lalloo F., Side L.E., Eason J., Henderson A., Walker L., Eeles R.A., Cook J., Snape K., Eccles D., Murray A., McCann E., Conroy D.M., Czene K., Daly M.B., Devilee P., Diez O., Ding Y.C., Domchek S.M., Dork T., dos-Santos-Silva I., Dunning A.M., Dwek M., Eccles D.M., Eliassen A.H., Engel C., Eriksson M., Evans D.G., Fasching P.A., Flyger H., Fostira F., Friedman E., Fritschi L., Frost D., Gago-Dominguez M., Gapstur S.M., Garber J., Garcia-Barberan V., Garcia-Closas M., Garcia-Saenz J.A., Gaudet M.M., Gayther S.A., Gehrig A., Georgoulias V., Giles G.G., Godwin A.K., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Greene M.H., Guenel P., Haeberle L., Hahnen E., Haiman C.A., Hakansson N., Hall P., Hamann U., Harrington P.A., Hart S.N., He W., Hogervorst F.B.L., Hollestelle A., Hopper J.L., Horcasitas D.J., Hulick P.J., Hunter D.J., Imyanitov E.N., Fox S., Campbell I., Spurdle A., Webb P., de Fazio A., Tassell M., Kirk J., Lindeman G., Price M., Southey M., Milne R., Deb S., Bowtell D., van der Hout A.H., van den Ouweland A.M.W., Mensenkamp A.R., van Deurzen C.H.M., Kets C.M., Seynaeve C., van Asperen C.J., Aalfs C.M., Gomez Garcia E.B., van Leeuwen F.E., de Bock G.H., Meijers-Heijboer H.E.J., Obdeijn I.M., Collee J.M., Gille J.J.P., Oosterwijk J.C., Wijnen J.T., van der Kolk L.E., Hooning M.J., Ausems M.G.E.M., Mourits M.J.E., Blok M.J., Rookus M.A., Adank M.A., van der Luijt R.B., van Cronenburg T.C.T.E.F., van der Pol C.C., Russell N.S., Siesling S., Overbeek L., Wijnands R., de Lange J.L., Clarke C., Graham D., Sachchithananthan M., Marsh D., Scott R., Baxter R., Yip D., Carpenter J., Davis A., Pathmanathan N., Simpson P., Jager A., Jakubowska A., James P.A., Jensen U.B., John E.M., Jones M.E., Kaaks R., Kapoor P.M., Karlan B.Y., Keeman R., Khusnutdinova E., Kiiski J.I., Ko Y.-D., Kosma V.-M., Kraft P., Kurian A.W., Laitman Y., Lambrechts D., Le Marchand L., Lester J., Lesueur F., Lindstrom T., Lopez-Fernandez A., Loud J.T., Luccarini C., Mannermaa A., Manoukian S., Margolin S., Martens J.W.M., Mebirouk N., Meindl A., Miller A., Milne R.L., Montagna M., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Nielsen F.C., O'Brien K.M., Olopade O.I., Olson J.E., Olsson H., Osorio A., Ottini L., Park-Simon T.-W., Parsons M.T., Pedersen I.S., Peshkin B., Peterlongo P., Peto J., Pharoah P.D.P., Phillips K.-A., Polley E.C., Poppe B., Presneau N., Pujana M.A., Punie K., Radice P., Rantala J., Rashid M.U., Rennert G., Rennert H.S., Robson M., Romero A., Rossing M., Saloustros E., Sandler D.P., Santella R., Scheuner M.T., Schmidt M.K., Schmidt G., Scott C., Sharma P., Soucy P., Southey M.C., Spinelli J.J., Steinsnyder Z., Stone J., Stoppa-Lyonnet D., Swerdlow A., Tamimi R.M., Tapper W.J., Taylor J.A., Terry M.B., Teule A., Thull D.L., Tischkowitz M., Toland A.E., Torres D., Trainer A.H., Truong T., Tung N., Vachon C.M., Vega A., Vijai J., Wang Q., Wappenschmidt B., Weinberg C.R., Weitzel J.N., Wendt C., Wolk A., Yadav S., Yang X.R., Yannoukakos D., Zheng W., Ziogas A., Zorn K.K., Park S.K., Thomassen M., Offit K., Schmutzler R.K., Couch F.J., Simard J., Chenevix-Trench G., Easton D.F., Andrieu N., Antoniou A.C., Coignard J., Lush M., Beesley J., O'Mara T.A., Dennis J., Tyrer J.P., Barnes D.R., McGuffog L., Leslie G., Bolla M.K., Agata S., Ahearn T., Aittomaki K., Andrulis I.L., Anton-Culver H., Arndt V., Arnold N., Aronson K.J., Arun B.K., Augustinsson A., Azzollini J., Barrowdale D., Baynes C., Becher H., Bermisheva M., Bernstein L., Bialkowska K., Blomqvist C., Bojesen S.E., Bonanni B., Borg A., Brauch H., Brenner H., Burwinkel B., Buys S.S., Caldes T., Caligo M.A., Campa D., Carter B.D., Castelao J.E., Chang-Claude J., Chanock S.J., Chung W.K., Claes K.B.M., Clarke C.L., Bertrand O., Caputo S., Dupre A., Le Mentec M., Belotti M., Birot A.-M., Buecher B., Fourme E., Gauthier-Villars M., Golmard L., Houdayer C., Moncoutier V., de Pauw A., Saule C., Sinilnikova O., Mazoyer S., Damiola F., Barjhoux L., Verny-Pierre C., Leone M., Boutry-Kryza N., Calender A., Giraud S., Caron O., Guillaud-Bataille M., Bressac-de-Paillerets B., Bignon Y.-J., Uhrhammer N., Lasset C., Bonadona V., Berthet P., Vaur D., Castera L., Popovici C., Sobol H., Bourdon V., Noguchi T., Remenieras A., Nogues C., Coupier I., Pujol P., Dumont A., Revillion F., Adenis C., Muller D., Barouk-Simonet E., Bonnet F., Bubien V., Sevenet N., Longy M., Toulas C., Guimbaud R., Gladieff L., Feillel V., Leroux D., Dreyfus H., Rebischung C., Peysselon M., Coron F., Faivre L., Baurand A., Jacquot C., Bertolone G., Lizard S., Prieur F., Lebrun M., Kientz C., Ferrer S.F., Mari V., Venat-Bouvet L., Delnatte C., Bezieau S., Mortemousque I., Coulet F., Colas C., Soubrier F., Warcoin M., Sokolowska J., Bronner M., Collonge-Rame M.-A., Damette A., Gesta P., Lallaoui H., Chiesa J., Molina-Gomes D., Ingster O., Gregory H., Miedzybrodzka Z., Morrison P.J., Ong K.-R., Donaldson A., Rogers M.T., Kennedy M.J., Porteous M.E., Brewer C., Davidson R., Izatt L., Brady A., Barwell J., Adlard J., Foo C., Lalloo F., Side L.E., Eason J., Henderson A., Walker L., Eeles R.A., Cook J., Snape K., Eccles D., Murray A., McCann E., Conroy D.M., Czene K., Daly M.B., Devilee P., Diez O., Ding Y.C., Domchek S.M., Dork T., dos-Santos-Silva I., Dunning A.M., Dwek M., Eccles D.M., Eliassen A.H., Engel C., Eriksson M., Evans D.G., Fasching P.A., Flyger H., Fostira F., Friedman E., Fritschi L., Frost D., Gago-Dominguez M., Gapstur S.M., Garber J., Garcia-Barberan V., Garcia-Closas M., Garcia-Saenz J.A., Gaudet M.M., Gayther S.A., Gehrig A., Georgoulias V., Giles G.G., Godwin A.K., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Greene M.H., Guenel P., Haeberle L., Hahnen E., Haiman C.A., Hakansson N., Hall P., Hamann U., Harrington P.A., Hart S.N., He W., Hogervorst F.B.L., Hollestelle A., Hopper J.L., Horcasitas D.J., Hulick P.J., Hunter D.J., Imyanitov E.N., Fox S., Campbell I., Spurdle A., Webb P., de Fazio A., Tassell M., Kirk J., Lindeman G., Price M., Southey M., Milne R., Deb S., Bowtell D., van der Hout A.H., van den Ouweland A.M.W., Mensenkamp A.R., van Deurzen C.H.M., Kets C.M., Seynaeve C., van Asperen C.J., Aalfs C.M., Gomez Garcia E.B., van Leeuwen F.E., de Bock G.H., Meijers-Heijboer H.E.J., Obdeijn I.M., Collee J.M., Gille J.J.P., Oosterwijk J.C., Wijnen J.T., van der Kolk L.E., Hooning M.J., Ausems M.G.E.M., Mourits M.J.E., Blok M.J., Rookus M.A., Adank M.A., van der Luijt R.B., van Cronenburg T.C.T.E.F., van der Pol C.C., Russell N.S., Siesling S., Overbeek L., Wijnands R., de Lange J.L., Clarke C., Graham D., Sachchithananthan M., Marsh D., Scott R., Baxter R., Yip D., Carpenter J., Davis A., Pathmanathan N., Simpson P., Jager A., Jakubowska A., James P.A., Jensen U.B., John E.M., Jones M.E., Kaaks R., Kapoor P.M., Karlan B.Y., Keeman R., Khusnutdinova E., Kiiski J.I., Ko Y.-D., Kosma V.-M., Kraft P., Kurian A.W., Laitman Y., Lambrechts D., Le Marchand L., Lester J., Lesueur F., Lindstrom T., Lopez-Fernandez A., Loud J.T., Luccarini C., Mannermaa A., Manoukian S., Margolin S., Martens J.W.M., Mebirouk N., Meindl A., Miller A., Milne R.L., Montagna M., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Nielsen F.C., O'Brien K.M., Olopade O.I., Olson J.E., Olsson H., Osorio A., Ottini L., Park-Simon T.-W., Parsons M.T., Pedersen I.S., Peshkin B., Peterlongo P., Peto J., Pharoah P.D.P., Phillips K.-A., Polley E.C., Poppe B., Presneau N., Pujana M.A., Punie K., Radice P., Rantala J., Rashid M.U., Rennert G., Rennert H.S., Robson M., Romero A., Rossing M., Saloustros E., Sandler D.P., Santella R., Scheuner M.T., Schmidt M.K., Schmidt G., Scott C., Sharma P., Soucy P., Southey M.C., Spinelli J.J., Steinsnyder Z., Stone J., Stoppa-Lyonnet D., Swerdlow A., Tamimi R.M., Tapper W.J., Taylor J.A., Terry M.B., Teule A., Thull D.L., Tischkowitz M., Toland A.E., Torres D., Trainer A.H., Truong T., Tung N., Vachon C.M., Vega A., Vijai J., Wang Q., Wappenschmidt B., Weinberg C.R., Weitzel J.N., Wendt C., Wolk A., Yadav S., Yang X.R., Yannoukakos D., Zheng W., Ziogas A., Zorn K.K., Park S.K., Thomassen M., Offit K., Schmutzler R.K., Couch F.J., Simard J., Chenevix-Trench G., Easton D.F., Andrieu N., and Antoniou A.C.

Abstract

The original version of this Article contained an error in the spelling of the author Heiko Becher, which was incorrectly given as Heko Becher. This has now been corrected in both the PDF and HTML versions of the Article.Copyright © 2021, The Author(s).

Published
2021

28. A case-only study to identify genetic modifiers of breast cancer risk for BRCA1/BRCA2 mutation carriers.

Author

Radice P., Romero A., Rossing M., Saloustros E., Sandler D.P., Santella R., Scheuner M.T., Schmidt M.K., Schmidt G., Scott C., Sharma P., Soucy P., Southey M.C., Spinelli J.J., Steinsnyder Z., Stone J., Stoppa-Lyonnet D., Swerdlow A., Tamimi R.M., Tapper W.J., Taylor J.A., Terry M.B., Teule A., Thull D.L., Tischkowitz M., Toland A.E., Torres D., Trainer A.H., Truong T., Tung N., Vachon C.M., Vega A., Vijai J., Wang Q., Wappenschmidt B., Weinberg C.R., Weitzel J.N., Wendt C., Wolk A., Yadav S., Yang X.R., Yannoukakos D., Zheng W., Ziogas A., Zorn K.K., Park S.K., Thomassen M., Offit K., Schmutzler R.K., Couch F.J., Simard J., Chenevix-Trench G., Easton D.F., Andrieu N., Antoniou A.C., Coignard J., Lush M., Beesley J., O'Mara T.A., Dennis J., Tyrer J.P., Barnes D.R., McGuffog L., Leslie G., Bolla M.K., Agata S., Ahearn T., Aittomaki K., Andrulis I.L., Anton-Culver H., Arndt V., Arnold N., Aronson K.J., Arun B.K., Augustinsson A., Azzollini J., Barrowdale D., Baynes C., Becher H., Bermisheva M., Bernstein L., Bialkowska K., Blomqvist C., Bojesen S.E., Bonanni B., Borg A., Brauch H., Brenner H., Burwinkel B., Buys S.S., Caldes T., Caligo M.A., Campa D., Carter B.D., Castelao J.E., Chang-Claude J., Chanock S.J., Chung W.K., Claes K.B.M., Clarke C.L., Bertrand O., Caputo S., Dupre A., Le Mentec M., Belotti M., Birot A.-M., Buecher B., Fourme E., Gauthier-Villars M., Golmard L., Houdayer C., Moncoutier V., de Pauw A., Saule C., Sinilnikova O., Mazoyer S., Damiola F., Barjhoux L., Verny-Pierre C., Leone M., Boutry-Kryza N., Calender A., Giraud S., Caron O., Guillaud-Bataille M., Bressac-de-Paillerets B., Bignon Y.-J., Uhrhammer N., Lasset C., Bonadona V., Berthet P., Vaur D., Castera L., Popovici C., Sobol H., Bourdon V., Noguchi T., Remenieras A., Nogues C., Coupier I., Pujol P., Dumont A., Revillion F., Adenis C., Muller D., Barouk-Simonet E., Bonnet F., Bubien V., Sevenet N., Longy M., Toulas C., Guimbaud R., Gladieff L., Feillel V., Leroux D., Dreyfus H., Rebischung C., Peysselon M., Coron F., Faivre L., Baurand A., Jacquot C., Bertolone G., Lizard S., Prieur F., Lebrun M., Kientz C., Ferrer S.F., Mari V., Venat-Bouvet L., Delnatte C., Bezieau S., Mortemousque I., Coulet F., Colas C., Soubrier F., Warcoin M., Sokolowska J., Bronner M., Collonge-Rame M.-A., Damette A., Gesta P., Lallaoui H., Chiesa J., Molina-Gomes D., Ingster O., Gregory H., Miedzybrodzka Z., Morrison P.J., Ong K.-R., Donaldson A., Rogers M.T., Kennedy M.J., Porteous M.E., Brewer C., Davidson R., Izatt L., Brady A., Barwell J., Adlard J., Foo C., Lalloo F., Side L.E., Eason J., Henderson A., Walker L., Eeles R.A., Cook J., Snape K., Eccles D., Murray A., McCann E., Conroy D.M., Czene K., Daly M.B., Devilee P., Diez O., Ding Y.C., Domchek S.M., Dork T., dos-Santos-Silva I., Dunning A.M., Dwek M., Eccles D.M., Eliassen A.H., Engel C., Eriksson M., Evans D.G., Fasching P.A., Flyger H., Fostira F., Friedman E., Fritschi L., Frost D., Gago-Dominguez M., Gapstur S.M., Garber J., Garcia-Barberan V., Garcia-Closas M., Garcia-Saenz J.A., Gaudet M.M., Gayther S.A., Gehrig A., Georgoulias V., Giles G.G., Godwin A.K., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Greene M.H., Guenel P., Haeberle L., Hahnen E., Haiman C.A., Hakansson N., Hall P., Hamann U., Harrington P.A., Hart S.N., He W., Hogervorst F.B.L., Hollestelle A., Hopper J.L., Horcasitas D.J., Hulick P.J., Hunter D.J., Imyanitov E.N., Fox S., Campbell I., Spurdle A., Webb P., de Fazio A., Tassell M., Kirk J., Lindeman G., Price M., Southey M., Milne R.L., Deb S., Bowtell D., van der Hout A.H., van den Ouweland A.M.W., Mensenkamp A.R., van Deurzen C.H.M., Kets C.M., Seynaeve C., van Asperen C.J., Aalfs C.M., Gomez Garcia E.B., van Leeuwen F.E., de Bock G.H., Meijers-Heijboer H.E.J., Obdeijn I.M., Collee J.M., Gille J.J.P., Oosterwijk J.C., Wijnen J.T., van der Kolk L.E., Hooning M.J., Ausems M.G.E.M., Mourits M.J.E., Blok M.J., Rookus M.A., Adank M.A., van der Luijt R.B., van Cronenburg T.C.T.E.F., van der Pol C.C., Russell N.S., Siesling S., Overbeek L., Wijnands R., de Lange J.L., Clarke C., Graham D., Sachchithananthan M., Marsh D., Scott R., Baxter R., Yip D., Carpenter J., Davis A., Pathmanathan N., Simpson P., Jager A., Jakubowska A., James P.A., Jensen U.B., John E.M., Jones M.E., Kaaks R., Kapoor P.M., Karlan B.Y., Keeman R., Khusnutdinova E., Kiiski J.I., Ko Y.-D., Kosma V.-M., Kraft P., Kurian A.W., Laitman Y., Lambrechts D., Le Marchand L., Lester J., Lesueur F., Lindstrom T., Lopez-Fernandez A., Loud J.T., Luccarini C., Mannermaa A., Manoukian S., Margolin S., Martens J.W.M., Mebirouk N., Meindl A., Miller A., Montagna M., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Nielsen F.C., O'Brien K.M., Olopade O.I., Olson J.E., Olsson H., Osorio A., Ottini L., Park-Simon T.-W., Parsons M.T., Pedersen I.S., Peshkin B., Peterlongo P., Peto J., Pharoah P.D.P., Phillips K.-A., Polley E.C., Poppe B., Presneau N., Pujana M.A., Punie K., Rantala J., Rashid M.U., Rennert G., Rennert H.S., Robson M., Radice P., Romero A., Rossing M., Saloustros E., Sandler D.P., Santella R., Scheuner M.T., Schmidt M.K., Schmidt G., Scott C., Sharma P., Soucy P., Southey M.C., Spinelli J.J., Steinsnyder Z., Stone J., Stoppa-Lyonnet D., Swerdlow A., Tamimi R.M., Tapper W.J., Taylor J.A., Terry M.B., Teule A., Thull D.L., Tischkowitz M., Toland A.E., Torres D., Trainer A.H., Truong T., Tung N., Vachon C.M., Vega A., Vijai J., Wang Q., Wappenschmidt B., Weinberg C.R., Weitzel J.N., Wendt C., Wolk A., Yadav S., Yang X.R., Yannoukakos D., Zheng W., Ziogas A., Zorn K.K., Park S.K., Thomassen M., Offit K., Schmutzler R.K., Couch F.J., Simard J., Chenevix-Trench G., Easton D.F., Andrieu N., Antoniou A.C., Coignard J., Lush M., Beesley J., O'Mara T.A., Dennis J., Tyrer J.P., Barnes D.R., McGuffog L., Leslie G., Bolla M.K., Agata S., Ahearn T., Aittomaki K., Andrulis I.L., Anton-Culver H., Arndt V., Arnold N., Aronson K.J., Arun B.K., Augustinsson A., Azzollini J., Barrowdale D., Baynes C., Becher H., Bermisheva M., Bernstein L., Bialkowska K., Blomqvist C., Bojesen S.E., Bonanni B., Borg A., Brauch H., Brenner H., Burwinkel B., Buys S.S., Caldes T., Caligo M.A., Campa D., Carter B.D., Castelao J.E., Chang-Claude J., Chanock S.J., Chung W.K., Claes K.B.M., Clarke C.L., Bertrand O., Caputo S., Dupre A., Le Mentec M., Belotti M., Birot A.-M., Buecher B., Fourme E., Gauthier-Villars M., Golmard L., Houdayer C., Moncoutier V., de Pauw A., Saule C., Sinilnikova O., Mazoyer S., Damiola F., Barjhoux L., Verny-Pierre C., Leone M., Boutry-Kryza N., Calender A., Giraud S., Caron O., Guillaud-Bataille M., Bressac-de-Paillerets B., Bignon Y.-J., Uhrhammer N., Lasset C., Bonadona V., Berthet P., Vaur D., Castera L., Popovici C., Sobol H., Bourdon V., Noguchi T., Remenieras A., Nogues C., Coupier I., Pujol P., Dumont A., Revillion F., Adenis C., Muller D., Barouk-Simonet E., Bonnet F., Bubien V., Sevenet N., Longy M., Toulas C., Guimbaud R., Gladieff L., Feillel V., Leroux D., Dreyfus H., Rebischung C., Peysselon M., Coron F., Faivre L., Baurand A., Jacquot C., Bertolone G., Lizard S., Prieur F., Lebrun M., Kientz C., Ferrer S.F., Mari V., Venat-Bouvet L., Delnatte C., Bezieau S., Mortemousque I., Coulet F., Colas C., Soubrier F., Warcoin M., Sokolowska J., Bronner M., Collonge-Rame M.-A., Damette A., Gesta P., Lallaoui H., Chiesa J., Molina-Gomes D., Ingster O., Gregory H., Miedzybrodzka Z., Morrison P.J., Ong K.-R., Donaldson A., Rogers M.T., Kennedy M.J., Porteous M.E., Brewer C., Davidson R., Izatt L., Brady A., Barwell J., Adlard J., Foo C., Lalloo F., Side L.E., Eason J., Henderson A., Walker L., Eeles R.A., Cook J., Snape K., Eccles D., Murray A., McCann E., Conroy D.M., Czene K., Daly M.B., Devilee P., Diez O., Ding Y.C., Domchek S.M., Dork T., dos-Santos-Silva I., Dunning A.M., Dwek M., Eccles D.M., Eliassen A.H., Engel C., Eriksson M., Evans D.G., Fasching P.A., Flyger H., Fostira F., Friedman E., Fritschi L., Frost D., Gago-Dominguez M., Gapstur S.M., Garber J., Garcia-Barberan V., Garcia-Closas M., Garcia-Saenz J.A., Gaudet M.M., Gayther S.A., Gehrig A., Georgoulias V., Giles G.G., Godwin A.K., Goldberg M.S., Goldgar D.E., Gonzalez-Neira A., Greene M.H., Guenel P., Haeberle L., Hahnen E., Haiman C.A., Hakansson N., Hall P., Hamann U., Harrington P.A., Hart S.N., He W., Hogervorst F.B.L., Hollestelle A., Hopper J.L., Horcasitas D.J., Hulick P.J., Hunter D.J., Imyanitov E.N., Fox S., Campbell I., Spurdle A., Webb P., de Fazio A., Tassell M., Kirk J., Lindeman G., Price M., Southey M., Milne R.L., Deb S., Bowtell D., van der Hout A.H., van den Ouweland A.M.W., Mensenkamp A.R., van Deurzen C.H.M., Kets C.M., Seynaeve C., van Asperen C.J., Aalfs C.M., Gomez Garcia E.B., van Leeuwen F.E., de Bock G.H., Meijers-Heijboer H.E.J., Obdeijn I.M., Collee J.M., Gille J.J.P., Oosterwijk J.C., Wijnen J.T., van der Kolk L.E., Hooning M.J., Ausems M.G.E.M., Mourits M.J.E., Blok M.J., Rookus M.A., Adank M.A., van der Luijt R.B., van Cronenburg T.C.T.E.F., van der Pol C.C., Russell N.S., Siesling S., Overbeek L., Wijnands R., de Lange J.L., Clarke C., Graham D., Sachchithananthan M., Marsh D., Scott R., Baxter R., Yip D., Carpenter J., Davis A., Pathmanathan N., Simpson P., Jager A., Jakubowska A., James P.A., Jensen U.B., John E.M., Jones M.E., Kaaks R., Kapoor P.M., Karlan B.Y., Keeman R., Khusnutdinova E., Kiiski J.I., Ko Y.-D., Kosma V.-M., Kraft P., Kurian A.W., Laitman Y., Lambrechts D., Le Marchand L., Lester J., Lesueur F., Lindstrom T., Lopez-Fernandez A., Loud J.T., Luccarini C., Mannermaa A., Manoukian S., Margolin S., Martens J.W.M., Mebirouk N., Meindl A., Miller A., Montagna M., Nathanson K.L., Neuhausen S.L., Nevanlinna H., Nielsen F.C., O'Brien K.M., Olopade O.I., Olson J.E., Olsson H., Osorio A., Ottini L., Park-Simon T.-W., Parsons M.T., Pedersen I.S., Peshkin B., Peterlongo P., Peto J., Pharoah P.D.P., Phillips K.-A., Polley E.C., Poppe B., Presneau N., Pujana M.A., Punie K., Rantala J., Rashid M.U., Rennert G., Rennert H.S., and Robson M.

Abstract

Breast cancer (BC) risk for BRCA1 and BRCA2 mutation carriers varies by genetic and familial factors. About 50 common variants have been shown to modify BC risk for mutation carriers. All but three, were identified in general population studies. Other mutation carrier-specific susceptibility variants may exist but studies of mutation carriers have so far been underpowered. We conduct a novel case-only genome-wide association study comparing genotype frequencies between 60,212 general population BC cases and 13,007 cases with BRCA1 or BRCA2 mutations. We identify robust novel associations for 2 variants with BC for BRCA1 and 3 for BRCA2 mutation carriers, P < 10-8, at 5 loci, which are not associated with risk in the general population. They include rs60882887 at 11p11.2 where MADD, SP11 and EIF1, genes previously implicated in BC biology, are predicted as potential targets. These findings will contribute towards customising BC polygenic risk scores for BRCA1 and BRCA2 mutation carriers.Copyright © 2021, The Author(s).

Published
2021

29. Towards inclusive funding practices for early career researchers

Author

Winde, C.M. de, Sarabipour, S., Carignano, H., Davla, S., Eccles, D., Hainer, S.J., Haidar, M., Ilangovan, V., Jadavji, N.M., Kritisiligkou, P., Lee, T.-Y., Olafsdottir, H.F., Winde, C.M. de, Sarabipour, S., Carignano, H., Davla, S., Eccles, D., Hainer, S.J., Haidar, M., Ilangovan, V., Jadavji, N.M., Kritisiligkou, P., Lee, T.-Y., and Olafsdottir, H.F.

Abstract

Item does not contain fulltext

Published
2021

30. Functional annotation of the 2q35 breast cancer risk locus implicates a structural variant in influencing activity of a long-range enhancer element

Author

Baxter, J. S. (Joseph S.), Johnson, N. (Nichola), Tomczyk, K. (Katarzyna), Gillespie, A. (Andrea), Maguire, S. (Sarah), Brough, R. (Rachel), Fachal, L. (Laura), Michailidou, K. (Kyriaki), Bolla, M. K. (Manjeet K.), Wang, Q. (Qin), Dennis, J. (Joe), 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.), Augustinsson, A. (Annelie), Becher, H. (Heiko), 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), Brucker, S. Y. (Sara Y.), Cai, Q. (Qiuyin), Campa, D. (Daniele), Canzian, F. (Federico), Castelao, J. E. (Jose E.), Chan, T. L. (Tsun L.), Chang-Claude, J. (Jenny), Chanock, S. J. (Stephen J.), Chenevix-Trench, G. (Georgia), Choi, J.-Y. (Ji-Yeob), Clarke, C. L. (Christine L.), Collaborators, N. (Nbcs), Colonna, S. (Sarah), Conroy, D. M. (Don M.), 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), Dossus, L. (Laure), Dwek, M. (Miriam), Eccles, D. M. (Diana M.), Ekici, A. B. (Arif B.), Eliassen, A. H. (A. Heather), Engel, C. (Christoph), Fasching, P. A. (Peter A.), Figueroa, J. (Jonine), Flyger, H. (Henrik), Gago-Dominguez, M. (Manuela), Gao, C. (Chi), Garcia-Closas, M. (Montserrat), Garcia-Saenz, J. A. (Jose A.), Ghoussaini, M. (Maya), Giles, G. G. (Graham G.), Goldberg, M. S. (Mark S.), Gonzalez-Neira, A. (Anna), Guenel, P. (Pascal), Guendert, M. (Melanie), Haeberle, L. (Lothar), Hahnen, E. (Eric), Haiman, C. A. (Christopher A.), Hall, P. (Per), Hamann, U. (Ute), Hartman, M. (Mikael), Hatse, S. (Sigrid), Hauke, J. (Jan), Hollestelle, A. (Antoinette), Hoppe, R. (Reiner), Hopper, J. L. (John L.), Hou, M.-F. (Ming-Feng), Ito, H. (Hidemi), Iwasaki, M. (Motoki), Jager, A. (Agnes), Jakubowska, A. (Anna), Janni, W. (Wolfgang), John, E. M. (Esther M.), Joseph, V. (Vijai), Jung, A. (Audrey), Kaaks, R. (Rudolf), Kang, D. (Daehee), Keeman, R. (Renske), Khusnutdinova, E. (Elza), Kim, S.-W. (Sung-Won), Kosma, V.-M. (Veli-Matti), Kraft, P. (Peter), Kristensen, V. N. (Vessela N.), Kubelka-Sabit, K. (Katerina), Kurian, A. W. (Allison W.), Kwong, A. (Ava), Lacey, J. V. (James, V), Lambrechts, D. (Diether), Larson, N. L. (Nicole L.), Larsson, S. C. (Susanna C.), Le Marchand, L. (Loic), Lejbkowicz, F. (Flavio), Li, J. (Jingmei), Long, J. (Jirong), Lophatananon, A. (Artitaya), LubiNski, J. (Jan), Mannermaa, A. (Arto), Manoochehri, M. (Mehdi), Manoukian, S. (Siranoush), Margolin, S. (Sara), Matsuo, K. (Keitaro), Mavroudis, D. (Dimitrios), Mayes, R. (Rebecca), Menon, U. (Usha), Milne, R. L. (Roger L.), Taib, N. A. (Nur Aishah Mohd), Muir, K. (Kenneth), Muranen, T. A. (Taru A.), Murphy, R. A. (Rachel A.), Nevanlinna, H. (Heli), O'Brien, K. M. (Katie M.), Offit, K. (Kenneth), Olson, J. E. (Janet E.), Olsson, H. (Hakan), Park, S. K. (Sue K.), Park-Simon, T.-W. (Tjoung-Won), Patel, A. V. (Alpa, V), Peterlongo, P. (Paolo), Peto, J. (Julian), Plaseska-Karanfilska, D. (Dijana), Presneau, N. (Nadege), Pylkäs, K. (Katri), Rack, B. (Brigitte), Rennert, G. (Gad), Romero, A. (Atocha), Ruebner, M. (Matthias), Ruediger, T. (Thomas), Saloustros, E. (Emmanouil), Sandler, D. P. (Dale P.), Sawyer, E. J. (Elinor J.), Schmidt, M. K. (Marjanka K.), Schmutzler, R. K. (Rita K.), Schneeweiss, A. (Andreas), Schoemaker, M. J. (Minouk J.), Shah, M. (Mitul), Shen, C.-Y. (Chen-Yang), Shu, X.-O. (Xiao-Ou), Simard, J. (Jacques), Southey, M. C. (Melissa C.), Stone, J. (Jennifer), Surowy, H. (Harald), Swerdlow, A. J. (Anthony J.), Tamimi, R. M. (Rulla M.), Tapper, W. J. (William J.), Taylor, J. A. (Jack A.), Teo, S. H. (Soo Hwang), Teras, L. R. (Lauren R.), Terry, M. B. (Mary Beth), Toland, A. E. (Amanda E.), Tomlinson, I. (Ian), Truong, T. (Therese), Tseng, C.-C. (Chiu-Chen), Untch, M. (Michael), Vachon, C. M. (Celine M.), van den Ouweland, A. M. (Ans M. W.), Wang, S. S. (Sophia S.), Weinberg, C. R. (Clarice R.), Wendt, C. (Camilla), Winham, S. J. (Stacey J.), Winqvist, R. (Robert), Wolk, A. (Alicja), Wu, A. H. (Anna H.), Yamaji, T. (Taiki), Zheng, W. (Wei), Ziogas, A. (Argyrios), Pharoah, P. D. (Paul D. P.), Dunning, A. M. (Alison M.), Easton, D. F. (Douglas F.), Pettitt, S. J. (Stephen J.), Lord, C. J. (Christopher J.), Haider, S. (Syed), Orr, N. (Nick), Fletcher, O. (Olivia), Baxter, J. S. (Joseph S.), Johnson, N. (Nichola), Tomczyk, K. (Katarzyna), Gillespie, A. (Andrea), Maguire, S. (Sarah), Brough, R. (Rachel), Fachal, L. (Laura), Michailidou, K. (Kyriaki), Bolla, M. K. (Manjeet K.), Wang, Q. (Qin), Dennis, J. (Joe), 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.), Augustinsson, A. (Annelie), Becher, H. (Heiko), 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), Brucker, S. Y. (Sara Y.), Cai, Q. (Qiuyin), Campa, D. (Daniele), Canzian, F. (Federico), Castelao, J. E. (Jose E.), Chan, T. L. (Tsun L.), Chang-Claude, J. (Jenny), Chanock, S. J. (Stephen J.), Chenevix-Trench, G. (Georgia), Choi, J.-Y. (Ji-Yeob), Clarke, C. L. (Christine L.), Collaborators, N. (Nbcs), Colonna, S. (Sarah), Conroy, D. M. (Don M.), 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), Dossus, L. (Laure), Dwek, M. (Miriam), Eccles, D. M. (Diana M.), Ekici, A. B. (Arif B.), Eliassen, A. H. (A. Heather), Engel, C. (Christoph), Fasching, P. A. (Peter A.), Figueroa, J. (Jonine), Flyger, H. (Henrik), Gago-Dominguez, M. (Manuela), Gao, C. (Chi), Garcia-Closas, M. (Montserrat), Garcia-Saenz, J. A. (Jose A.), Ghoussaini, M. (Maya), Giles, G. G. (Graham G.), Goldberg, M. S. (Mark S.), Gonzalez-Neira, A. (Anna), Guenel, P. (Pascal), Guendert, M. (Melanie), Haeberle, L. (Lothar), Hahnen, E. (Eric), Haiman, C. A. (Christopher A.), Hall, P. (Per), Hamann, U. (Ute), Hartman, M. (Mikael), Hatse, S. (Sigrid), Hauke, J. (Jan), Hollestelle, A. (Antoinette), Hoppe, R. (Reiner), Hopper, J. L. (John L.), Hou, M.-F. (Ming-Feng), Ito, H. (Hidemi), Iwasaki, M. (Motoki), Jager, A. (Agnes), Jakubowska, A. (Anna), Janni, W. (Wolfgang), John, E. M. (Esther M.), Joseph, V. (Vijai), Jung, A. (Audrey), Kaaks, R. (Rudolf), Kang, D. (Daehee), Keeman, R. (Renske), Khusnutdinova, E. (Elza), Kim, S.-W. (Sung-Won), Kosma, V.-M. (Veli-Matti), Kraft, P. (Peter), Kristensen, V. N. (Vessela N.), Kubelka-Sabit, K. (Katerina), Kurian, A. W. (Allison W.), Kwong, A. (Ava), Lacey, J. V. (James, V), Lambrechts, D. (Diether), Larson, N. L. (Nicole L.), Larsson, S. C. (Susanna C.), Le Marchand, L. (Loic), Lejbkowicz, F. (Flavio), Li, J. (Jingmei), Long, J. (Jirong), Lophatananon, A. (Artitaya), LubiNski, J. (Jan), Mannermaa, A. (Arto), Manoochehri, M. (Mehdi), Manoukian, S. (Siranoush), Margolin, S. (Sara), Matsuo, K. (Keitaro), Mavroudis, D. (Dimitrios), Mayes, R. (Rebecca), Menon, U. (Usha), Milne, R. L. (Roger L.), Taib, N. A. (Nur Aishah Mohd), Muir, K. (Kenneth), Muranen, T. A. (Taru A.), Murphy, R. A. (Rachel A.), Nevanlinna, H. (Heli), O'Brien, K. M. (Katie M.), Offit, K. (Kenneth), Olson, J. E. (Janet E.), Olsson, H. (Hakan), Park, S. K. (Sue K.), Park-Simon, T.-W. (Tjoung-Won), Patel, A. V. (Alpa, V), Peterlongo, P. (Paolo), Peto, J. (Julian), Plaseska-Karanfilska, D. (Dijana), Presneau, N. (Nadege), Pylkäs, K. (Katri), Rack, B. (Brigitte), Rennert, G. (Gad), Romero, A. (Atocha), Ruebner, M. (Matthias), Ruediger, T. (Thomas), Saloustros, E. (Emmanouil), Sandler, D. P. (Dale P.), Sawyer, E. J. (Elinor J.), Schmidt, M. K. (Marjanka K.), Schmutzler, R. K. (Rita K.), Schneeweiss, A. (Andreas), Schoemaker, M. J. (Minouk J.), Shah, M. (Mitul), Shen, C.-Y. (Chen-Yang), Shu, X.-O. (Xiao-Ou), Simard, J. (Jacques), Southey, M. C. (Melissa C.), Stone, J. (Jennifer), Surowy, H. (Harald), Swerdlow, A. J. (Anthony J.), Tamimi, R. M. (Rulla M.), Tapper, W. J. (William J.), Taylor, J. A. (Jack A.), Teo, S. H. (Soo Hwang), Teras, L. R. (Lauren R.), Terry, M. B. (Mary Beth), Toland, A. E. (Amanda E.), Tomlinson, I. (Ian), Truong, T. (Therese), Tseng, C.-C. (Chiu-Chen), Untch, M. (Michael), Vachon, C. M. (Celine M.), van den Ouweland, A. M. (Ans M. W.), Wang, S. S. (Sophia S.), Weinberg, C. R. (Clarice R.), Wendt, C. (Camilla), Winham, S. J. (Stacey J.), Winqvist, R. (Robert), Wolk, A. (Alicja), Wu, A. H. (Anna H.), Yamaji, T. (Taiki), Zheng, W. (Wei), Ziogas, A. (Argyrios), Pharoah, P. D. (Paul D. P.), Dunning, A. M. (Alison M.), Easton, D. F. (Douglas F.), Pettitt, S. J. (Stephen J.), Lord, C. J. (Christopher J.), Haider, S. (Syed), Orr, N. (Nick), and Fletcher, O. (Olivia)

Abstract

A combination of genetic and functional approaches has identified three independent breast cancer risk loci at 2q35. A recent fine-scale mapping analysis to refine these associations resulted in 1 (signal 1), 5 (signal 2), and 42 (signal 3) credible causal variants at these loci. We used publicly available in silico DNase I and ChIP-seq data with in vitro reporter gene and CRISPR assays to annotate signals 2 and 3. We identified putative regulatory elements that enhanced cell-type-specific transcription from the IGFBP5 promoter at both signals (30- to 40-fold increased expression by the putative regulatory element at signal 2, 2- to 3-fold by the putative regulatory element at signal 3). We further identified one of the five credible causal variants at signal 2, a 1.4 kb deletion (esv3594306), as the likely causal variant; the deletion allele of this variant was associated with an average additional increase in IGFBP5 expression of 1.3-fold (MCF-7) and 2.2-fold (T-47D). We propose a model in which the deletion allele of esv3594306 juxtaposes two transcription factor binding regions (annotated by estrogen receptor alpha ChIP-seq peaks) to generate a single extended regulatory element. This regulatory element increases cell-type-specific expression of the tumor suppressor gene IGFBP5 and, thereby, reduces risk of estrogen receptor-positive breast cancer (odds ratio = 0.77, 95% CI 0.74–0.81, p = 3.1 × 10−31).

Published
2021

31. Mendelian randomisation study of smoking exposure in relation to breast cancer risk

Author

Park, H. A. (Hanla A.), Neumeyer, S. (Sonja), Michailidou, K. (Kyriaki), Bolla, M. K. (Manjeet K.), Wang, Q. (Qin), Dennis, J. (Joe), 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.), Augustinsson, A. (Annelie), Baten, A. (Adinda), Freeman, L. E. (Laura E. Beane), Becher, H. (Heiko), Beckmann, M. W. (Matthias W.), Behrens, S. (Sabine), Benitez, J. (Javier), Bermisheva, M. (Marina), Bogdanova, N. V. (Natalia, V), Bojesen, S. E. (Stig E.), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Brucker, S. Y. (Sara Y.), Burwinkel, B. (Barbara), Campa, D. (Daniele), Canzian, F. (Federico), Castelao, J. E. (Jose E.), Chanock, S. J. (Stephen J.), Chenevix-Trench, G. (Georgia), Clarke, C. L. (Christine L.), Conroy, D. M. (Don M.), Couch, F. J. (Fergus J.), Cox, A. (Angela), Cross, S. S. (Simon S.), Czene, K. (Kamila), Daly, M. B. (Mary B.), Devilee, P. (Peter), Dork, T. (Thilo), Dos-Santos-Silva, I. (Isabel), Dwek, M. (Miriam), Eccles, D. M. (Diana M.), Eliassen, A. H. (A. Heather), Engel, C. (Christoph), Eriksson, M. (Mikael), Evans, D. G. (D. Gareth), Fasching, P. A. (Peter A.), Flyger, H. (Henrik), Fritschi, L. (Lin), Garcia-Closas, M. (Montserrat), Garcia-Saenz, J. A. (Jose A.), Gaudet, M. M. (Mia M.), Giles, G. G. (Graham G.), Glendon, G. (Gord), Goldberg, M. S. (Mark S.), Goldgar, D. E. (David E.), Gonzalez-Neira, A. (Anna), Grip, M. (Mervi), Guenel, P. (Pascal), Hahnen, E. (Eric), Haiman, C. A. (Christopher A.), Hakansson, N. (Niclas), Hall, P. (Per), Hamann, U. (Ute), Han, S. (Sileny), Harkness, E. F. (Elaine F.), Hart, S. N. (Steven N.), He, W. (Wei), Heemskerk-Gerritsen, B. A. (Bernadette A. M.), Hopper, J. L. (John L.), Hunter, D. J. (David J.), Jager, A. (Agnes), Jakubowska, A. (Anna), John, E. M. (Esther M.), Jung, A. (Audrey), Kaaks, R. (Rudolf), Kapoor, P. M. (Pooja Middha), Keeman, R. (Renske), Khusnutdinova, E. (Elza), Kitahara, C. M. (Cari M.), Koppert, L. B. (Linetta B.), Koutros, S. (Stella), Kristensen, V. N. (Vessela N.), Kurian, A. W. (Allison W.), Lacey, J. (James), Lambrechts, D. (Diether), LeMarchand, L. (Loic), Lo, W.-Y. (Wing-Yee), Mannermaa, A. (Arto), Manoochehri, M. (Mehdi), Margolin, S. (Sara), ElenaMartinez, M. (Maria), Mavroudis, D. (Dimitrios), Meindl, A. (Alfons), Menon, U. (Usha), Milne, R. L. (Roger L.), Muranen, T. A. (Taru A.), Nevanlinna, H. (Heli), Newman, W. G. (William G.), Nordestgaard, B. G. (Borge G.), Offit, K. (Kenneth), Olshan, A. F. (Andrew F.), Olsson, H. (Hakan), Park-Simon, T.-W. (Tjoung-Won), Peterlongo, P. (Paolo), Peto, J. (Julian), Plaseska-Karanfilska, D. (Dijana), Presneau, N. (Nadege), Radice, P. (Paolo), Rennert, G. (Gad), Rennert, H. S. (Hedy S.), Romero, A. (Atocha), Saloustros, E. (Emmanouil), Sawyer, E. J. (Elinor J.), Schmidt, M. K. (Marjanka K.), Schmutzler, R. K. (Rita K.), Schoemaker, M. J. (Minouk J.), Schwentner, L. (Lukas), Scott, C. (Christopher), Shah, M. (Mitul), Shu, X.-O. (Xiao-Ou), Simard, J. (Jacques), Smeets, A. (Ann), Southey, M. C. (Melissa C.), Spinelli, J. J. (John J.), Stevens, V. (Victoria), 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), Tomlinson, I. (Ian), Troester, M. A. (Melissa A.), Truong, T. (Therese), Vachon, C. M. (Celine M.), van Veen, E. M. (Elke M.), Vijai, J. (Joseph), Wang, S. (Sophia), Wendt, C. (Camilla), Winqvist, R. (Robert), Wolk, A. (Alicja), Ziogas, A. (Argyrios), Dunning, A. M. (Alison M.), Pharoah, P. D. (Paul D. P.), Easton, D. F. (Douglas F.), Zheng, W. (Wei), Kraft, P. (Peter), Chang-Claude, J. (Jenny), Park, H. A. (Hanla A.), Neumeyer, S. (Sonja), Michailidou, K. (Kyriaki), Bolla, M. K. (Manjeet K.), Wang, Q. (Qin), Dennis, J. (Joe), 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.), Augustinsson, A. (Annelie), Baten, A. (Adinda), Freeman, L. E. (Laura E. Beane), Becher, H. (Heiko), Beckmann, M. W. (Matthias W.), Behrens, S. (Sabine), Benitez, J. (Javier), Bermisheva, M. (Marina), Bogdanova, N. V. (Natalia, V), Bojesen, S. E. (Stig E.), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Brucker, S. Y. (Sara Y.), Burwinkel, B. (Barbara), Campa, D. (Daniele), Canzian, F. (Federico), Castelao, J. E. (Jose E.), Chanock, S. J. (Stephen J.), Chenevix-Trench, G. (Georgia), Clarke, C. L. (Christine L.), Conroy, D. M. (Don M.), Couch, F. J. (Fergus J.), Cox, A. (Angela), Cross, S. S. (Simon S.), Czene, K. (Kamila), Daly, M. B. (Mary B.), Devilee, P. (Peter), Dork, T. (Thilo), Dos-Santos-Silva, I. (Isabel), Dwek, M. (Miriam), Eccles, D. M. (Diana M.), Eliassen, A. H. (A. Heather), Engel, C. (Christoph), Eriksson, M. (Mikael), Evans, D. G. (D. Gareth), Fasching, P. A. (Peter A.), Flyger, H. (Henrik), Fritschi, L. (Lin), Garcia-Closas, M. (Montserrat), Garcia-Saenz, J. A. (Jose A.), Gaudet, M. M. (Mia M.), Giles, G. G. (Graham G.), Glendon, G. (Gord), Goldberg, M. S. (Mark S.), Goldgar, D. E. (David E.), Gonzalez-Neira, A. (Anna), Grip, M. (Mervi), Guenel, P. (Pascal), Hahnen, E. (Eric), Haiman, C. A. (Christopher A.), Hakansson, N. (Niclas), Hall, P. (Per), Hamann, U. (Ute), Han, S. (Sileny), Harkness, E. F. (Elaine F.), Hart, S. N. (Steven N.), He, W. (Wei), Heemskerk-Gerritsen, B. A. (Bernadette A. M.), Hopper, J. L. (John L.), Hunter, D. J. (David J.), Jager, A. (Agnes), Jakubowska, A. (Anna), John, E. M. (Esther M.), Jung, A. (Audrey), Kaaks, R. (Rudolf), Kapoor, P. M. (Pooja Middha), Keeman, R. (Renske), Khusnutdinova, E. (Elza), Kitahara, C. M. (Cari M.), Koppert, L. B. (Linetta B.), Koutros, S. (Stella), Kristensen, V. N. (Vessela N.), Kurian, A. W. (Allison W.), Lacey, J. (James), Lambrechts, D. (Diether), LeMarchand, L. (Loic), Lo, W.-Y. (Wing-Yee), Mannermaa, A. (Arto), Manoochehri, M. (Mehdi), Margolin, S. (Sara), ElenaMartinez, M. (Maria), Mavroudis, D. (Dimitrios), Meindl, A. (Alfons), Menon, U. (Usha), Milne, R. L. (Roger L.), Muranen, T. A. (Taru A.), Nevanlinna, H. (Heli), Newman, W. G. (William G.), Nordestgaard, B. G. (Borge G.), Offit, K. (Kenneth), Olshan, A. F. (Andrew F.), Olsson, H. (Hakan), Park-Simon, T.-W. (Tjoung-Won), Peterlongo, P. (Paolo), Peto, J. (Julian), Plaseska-Karanfilska, D. (Dijana), Presneau, N. (Nadege), Radice, P. (Paolo), Rennert, G. (Gad), Rennert, H. S. (Hedy S.), Romero, A. (Atocha), Saloustros, E. (Emmanouil), Sawyer, E. J. (Elinor J.), Schmidt, M. K. (Marjanka K.), Schmutzler, R. K. (Rita K.), Schoemaker, M. J. (Minouk J.), Schwentner, L. (Lukas), Scott, C. (Christopher), Shah, M. (Mitul), Shu, X.-O. (Xiao-Ou), Simard, J. (Jacques), Smeets, A. (Ann), Southey, M. C. (Melissa C.), Spinelli, J. J. (John J.), Stevens, V. (Victoria), 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), Tomlinson, I. (Ian), Troester, M. A. (Melissa A.), Truong, T. (Therese), Vachon, C. M. (Celine M.), van Veen, E. M. (Elke M.), Vijai, J. (Joseph), Wang, S. (Sophia), Wendt, C. (Camilla), Winqvist, R. (Robert), Wolk, A. (Alicja), Ziogas, A. (Argyrios), Dunning, A. M. (Alison M.), Pharoah, P. D. (Paul D. P.), Easton, D. F. (Douglas F.), Zheng, W. (Wei), Kraft, P. (Peter), and Chang-Claude, J. (Jenny)

Abstract

Background: Despite a modest association between tobacco smoking and breast cancer risk reported by recent epidemiological studies, it is still equivocal whether smoking is causally related to breast cancer risk. Methods: We applied Mendelian randomisation (MR) to evaluate a potential causal effect of cigarette smoking on breast cancer risk. Both individual-level data as well as summary statistics for 164 single-nucleotide polymorphisms (SNPs) reported in genome-wide association studies of lifetime smoking index (LSI) or cigarette per day (CPD) were used to obtain MR effect estimates. Data from 108,420 invasive breast cancer cases and 87,681 controls were used for the LSI analysis and for the CPD analysis conducted among ever-smokers from 26,147 cancer cases and 26,072 controls. Sensitivity analyses were conducted to address pleiotropy. Results: Genetically predicted LSI was associated with increased breast cancer risk (OR 1.18 per SD, 95% CI: 1.07–1.30, P = 0.11 × 10⁻²), but there was no evidence of association for genetically predicted CPD (OR 1.02, 95% CI: 0.78–1.19, P = 0.85). The sensitivity analyses yielded similar results and showed no strong evidence of pleiotropic effect. Conclusions: Our MR study provides supportive evidence for a potential causal association with breast cancer risk for lifetime smoking exposure but not cigarettes per day among smokers.

Published
2021

32. Association of germline genetic variants with breast cancer-specific survival in patient subgroups defined by clinic-pathological variables related to tumor biology and type of systemic treatment

Author

Morra, A. (Anna), Escala-Garcia, M. (Maria), Beesley, J. (Jonathan), Keeman, R. (Renske), Canisius, S. (Sander), Ahearn, T. U. (Thomas U.), Andrulis, I. L. (Irene L.), Anton-Culver, H. (Hoda), Arndt, V. (Volker), Auer, P. L. (Paul L.), Augustinsson, A. (Annelie), Freeman, L. E. (Laura E. Beane), Becher, H. (Heiko), Beckmann, M. W. (Matthias W.), Behrens, S. (Sabine), Bojesen, S. E. (Stig E.), Bolla, M. K. (Manjeet K.), Brenner, H. (Hermann), Bruening, T. (Thomas), Buys, S. S. (Saundra S.), Caan, B. (Bette), Campa, D. (Daniele), Canzian, F. (Federico), Castelao, J. E. (Jose E.), Chang-Claude, J. (Jenny), Chanock, S. J. (Stephen J.), Cheng, T. D. (Ting-Yuan David), Clarke, C. L. (Christine L.), Colonna, S. V. (Sarah, V), Couch, F. J. (Fergus J.), Cox, A. (Angela), Cross, S. S. (Simon S.), Czene, K. (Kamila), Daly, M. B. (Mary B.), Dennis, J. (Joe), Dork, T. (Thilo), Dossus, L. (Laure), Dunning, A. M. (Alison M.), Dwek, M. (Miriam), Eccles, D. M. (Diana M.), Ekici, A. B. (Arif B.), Eliassen, A. H. (A. Heather), Eriksson, M. (Mikael), Evans, D. G. (D. Gareth), Fasching, P. A. (Peter A.), Flyger, H. (Henrik), Fritschi, L. (Lin), Gago-Dominguez, M. (Manuela), Garcia-Saenz, J. A. (Jose A.), Giles, G. G. (Graham G.), Grip, M. (Mervi), Guenel, P. (Pascal), Guendert, M. (Melanie), Hahnen, E. (Eric), Haiman, C. A. (Christopher A.), Hakansson, N. (Niclas), Hall, P. (Per), Hamann, U. (Ute), Hart, S. N. (Steven N.), Hartikainen, J. M. (Jaana M.), Hartmann, A. (Arndt), He, W. (Wei), Hooning, M. J. (Maartje J.), Hoppe, R. (Reiner), Hopper, J. L. (John L.), Howell, A. (Anthony), Hunter, D. J. (David J.), Jager, A. (Agnes), Jakubowska, A. (Anna), Janni, W. (Wolfgang), John, E. M. (Esther M.), Jung, A. Y. (Audrey Y.), Kaaks, R. (Rudolf), Keupers, M. (Machteld), Kitahara, C. M. (Cari M.), Koutros, S. (Stella), Kraft, P. (Peter), Kristensen, V. N. (Vessela N.), Kurian, A. W. (Allison W.), Lacey, J. V. (James, V), Lambrechts, D. (Diether), Le Marchand, L. (Loic), Lindblom, A. (Annika), Linet, M. (Martha), Luben, R. N. (Robert N.), Lush, M. (Michael), Mannermaa, A. (Arto), Manoochehri, M. (Mehdi), Margolin, S. (Sara), Martens, J. W. (John W. M.), Martinez, M. E. (Maria Elena), Mavroudis, D. (Dimitrios), Michailidou, K. (Kyriaki), Milne, R. L. (Roger L.), Mulligan, A. M. (Anna Marie), Muranen, T. A. (Taru A.), Nevanlinna, H. (Heli), Newman, W. G. (William G.), Nielsen, S. F. (Sune F.), Nordestgaard, B. G. (Borge G.), Olshan, A. F. (Andrew F.), Olsson, H. (Hakan), Orr, N. (Nick), Park-Simon, T.-W. (Tjoung-Won), Patel, A. V. (Alpa, V), Peissel, B. (Bernard), Peterlongo, P. (Paolo), Plaseska-Karanfilska, D. (Dijana), Prajzendanc, K. (Karolina), Prentice, R. (Ross), Presneau, N. (Nadege), Rack, B. (Brigitte), Rennert, G. (Gad), Rennert, H. S. (Hedy S.), Rhenius, V. (Valerie), Romero, A. (Atocha), Roylance, R. (Rebecca), Lubinski, J. (Jan), Ruebner, M. (Matthias), Saloustros, E. (Emmanouil), Sawyer, E. J. (Elinor J.), Schmutzler, R. K. (Rita K.), Schneeweiss, A. (Andreas), Scott, C. (Christopher), Shah, M. (Mitul), Smichkoska, S. (Snezhana), Southey, M. C. (Melissa C.), Stone, J. (Jennifer), Surowy, H. (Harald), Swerdlow, A. J. (Anthony J.), Tamimi, R. M. (Rulla M.), Tapper, W. J. (William J.), Teras, L. R. (Lauren R.), Terry, M. B. (Mary Beth), Tollenaar, R. A. (Rob A. E. M.), Tomlinson, I. (Ian), Troester, M. A. (Melissa A.), Truong, T. (Therese), Vachon, C. M. (Celine M.), Wang, Q. (Qin), Hurson, A. N. (Amber N.), Winqvist, R. (Robert), Wolk, A. (Alicja), Ziogas, A. (Argyrios), Brauch, H. (Hiltrud), Garcia-Closas, M. (Montserrat), Pharoah, P. D. (Paul D. P.), Easton, D. F. (Douglas F.), Chenevix-Trench, G. (Georgia), Schmidt, M. K. (Marjanka K.), Morra, A. (Anna), Escala-Garcia, M. (Maria), Beesley, J. (Jonathan), Keeman, R. (Renske), Canisius, S. (Sander), Ahearn, T. U. (Thomas U.), Andrulis, I. L. (Irene L.), Anton-Culver, H. (Hoda), Arndt, V. (Volker), Auer, P. L. (Paul L.), Augustinsson, A. (Annelie), Freeman, L. E. (Laura E. Beane), Becher, H. (Heiko), Beckmann, M. W. (Matthias W.), Behrens, S. (Sabine), Bojesen, S. E. (Stig E.), Bolla, M. K. (Manjeet K.), Brenner, H. (Hermann), Bruening, T. (Thomas), Buys, S. S. (Saundra S.), Caan, B. (Bette), Campa, D. (Daniele), Canzian, F. (Federico), Castelao, J. E. (Jose E.), Chang-Claude, J. (Jenny), Chanock, S. J. (Stephen J.), Cheng, T. D. (Ting-Yuan David), Clarke, C. L. (Christine L.), Colonna, S. V. (Sarah, V), Couch, F. J. (Fergus J.), Cox, A. (Angela), Cross, S. S. (Simon S.), Czene, K. (Kamila), Daly, M. B. (Mary B.), Dennis, J. (Joe), Dork, T. (Thilo), Dossus, L. (Laure), Dunning, A. M. (Alison M.), Dwek, M. (Miriam), Eccles, D. M. (Diana M.), Ekici, A. B. (Arif B.), Eliassen, A. H. (A. Heather), Eriksson, M. (Mikael), Evans, D. G. (D. Gareth), Fasching, P. A. (Peter A.), Flyger, H. (Henrik), Fritschi, L. (Lin), Gago-Dominguez, M. (Manuela), Garcia-Saenz, J. A. (Jose A.), Giles, G. G. (Graham G.), Grip, M. (Mervi), Guenel, P. (Pascal), Guendert, M. (Melanie), Hahnen, E. (Eric), Haiman, C. A. (Christopher A.), Hakansson, N. (Niclas), Hall, P. (Per), Hamann, U. (Ute), Hart, S. N. (Steven N.), Hartikainen, J. M. (Jaana M.), Hartmann, A. (Arndt), He, W. (Wei), Hooning, M. J. (Maartje J.), Hoppe, R. (Reiner), Hopper, J. L. (John L.), Howell, A. (Anthony), Hunter, D. J. (David J.), Jager, A. (Agnes), Jakubowska, A. (Anna), Janni, W. (Wolfgang), John, E. M. (Esther M.), Jung, A. Y. (Audrey Y.), Kaaks, R. (Rudolf), Keupers, M. (Machteld), Kitahara, C. M. (Cari M.), Koutros, S. (Stella), Kraft, P. (Peter), Kristensen, V. N. (Vessela N.), Kurian, A. W. (Allison W.), Lacey, J. V. (James, V), Lambrechts, D. (Diether), Le Marchand, L. (Loic), Lindblom, A. (Annika), Linet, M. (Martha), Luben, R. N. (Robert N.), Lush, M. (Michael), Mannermaa, A. (Arto), Manoochehri, M. (Mehdi), Margolin, S. (Sara), Martens, J. W. (John W. M.), Martinez, M. E. (Maria Elena), Mavroudis, D. (Dimitrios), Michailidou, K. (Kyriaki), Milne, R. L. (Roger L.), Mulligan, A. M. (Anna Marie), Muranen, T. A. (Taru A.), Nevanlinna, H. (Heli), Newman, W. G. (William G.), Nielsen, S. F. (Sune F.), Nordestgaard, B. G. (Borge G.), Olshan, A. F. (Andrew F.), Olsson, H. (Hakan), Orr, N. (Nick), Park-Simon, T.-W. (Tjoung-Won), Patel, A. V. (Alpa, V), Peissel, B. (Bernard), Peterlongo, P. (Paolo), Plaseska-Karanfilska, D. (Dijana), Prajzendanc, K. (Karolina), Prentice, R. (Ross), Presneau, N. (Nadege), Rack, B. (Brigitte), Rennert, G. (Gad), Rennert, H. S. (Hedy S.), Rhenius, V. (Valerie), Romero, A. (Atocha), Roylance, R. (Rebecca), Lubinski, J. (Jan), Ruebner, M. (Matthias), Saloustros, E. (Emmanouil), Sawyer, E. J. (Elinor J.), Schmutzler, R. K. (Rita K.), Schneeweiss, A. (Andreas), Scott, C. (Christopher), Shah, M. (Mitul), Smichkoska, S. (Snezhana), Southey, M. C. (Melissa C.), Stone, J. (Jennifer), Surowy, H. (Harald), Swerdlow, A. J. (Anthony J.), Tamimi, R. M. (Rulla M.), Tapper, W. J. (William J.), Teras, L. R. (Lauren R.), Terry, M. B. (Mary Beth), Tollenaar, R. A. (Rob A. E. M.), Tomlinson, I. (Ian), Troester, M. A. (Melissa A.), Truong, T. (Therese), Vachon, C. M. (Celine M.), Wang, Q. (Qin), Hurson, A. N. (Amber N.), Winqvist, R. (Robert), Wolk, A. (Alicja), Ziogas, A. (Argyrios), Brauch, H. (Hiltrud), Garcia-Closas, M. (Montserrat), Pharoah, P. D. (Paul D. P.), Easton, D. F. (Douglas F.), Chenevix-Trench, G. (Georgia), and Schmidt, M. K. (Marjanka K.)

Abstract

Background: Given the high heterogeneity among breast tumors, associations between common germline genetic variants and survival that may exist within specific subgroups could go undetected in an unstratified set of breast cancer patients. Methods: We performed genome-wide association analyses within 15 subgroups of breast cancer patients based on prognostic factors, including hormone receptors, tumor grade, age, and type of systemic treatment. Analyses were based on 91,686 female patients of European ancestry from the Breast Cancer Association Consortium, including 7531 breast cancer-specific deaths over a median follow-up of 8.1 years. Cox regression was used to assess associations of common germline variants with 15-year and 5-year breast cancer-specific survival. We assessed the probability of these associations being true positives via the Bayesian false discovery probability (BFDP & 0.15). Results: Evidence of associations with breast cancer-specific survival was observed in three patient subgroups, with variant rs5934618 in patients with grade 3 tumors (15-year-hazard ratio (HR) [95% confidence interval (CI)] 1.32 [1.20, 1.45], P = 1.4E−08, BFDP = 0.01, per G allele); variant rs4679741 in patients with ER-positive tumors treated with endocrine therapy (15-year-HR [95% CI] 1.18 [1.11, 1.26], P = 1.6E−07, BFDP = 0.09, per G allele); variants rs1106333 (15-year-HR [95% CI] 1.68 [1.39,2.03], P = 5.6E−08, BFDP = 0.12, per A allele) and rs78754389 (5-year-HR [95% CI] 1.79 [1.46,2.20], P = 1.7E−08, BFDP = 0.07, per A allele), in patients with ER-negative tumors treated with chemotherapy. Conclusions: We found evidence of four loci associated with breast cancer-specific survival within three patient subgroups. There was limited evidence for the existence of associations in other patient subgroups. However, the power for many subgroups is limited due to the low number of events. Even so, our results suggest that the impact of common germline genetic varia

Published
2021

34. Paleomagnetic dating of the northern Alberta kimberlites

Author

Kravchinsky, Vadim A., Eccles, D. Roy, Zhang, Rui, and Cannon, Matthew

Subjects
Alberta -- Environmental aspects, Kimberlite -- Natural history, Paleomagnetism -- Analysis, Earth sciences, Analysis, Natural history, Environmental aspects
Abstract

Due to the vast amount of economic interest diamonds have created in northern Alberta, there is a need to produce an accurate geological model for the northern Alberta kimberlite province. To aid in the development of such a model, the emplacement ages of two kimberlite occurrences, K5 and K6 from the Buffalo Head Hills region of northcentral Alberta, and the ultramafic Mountain Lake body from northwestern Alberta were estimated using paleomagnetic methods. Paleomagnetic poles obtained in our study do not differ statistically from the reference poles for late Mesozoic--Cenozoic for North America (Besse and Courtillot 2002). With the aid of polarity determinations, palynology, and radiogenic dating, the paleomagnetic results allow for new constraints on the emplacement age of the selected ultramafic occurrences. The paleomagnetic emplacement ages established for the K5, K6, and Mountain Lake bodies are 90-83 Ma, 83.0-79.1 Ma, and not older than 79.1 Ma, respectively. En raison du grand interet economique que les diamants ont cree dans le Nord de l'Alberta, il est necessaire de developper un modele geologique precis de la province kimberlitique du Nord de l'Alberta. Afin d'aider au developpement d'un tel modele, les ages de la mise en place de deux occurrences de kimberlite, K5 et K6, de la region des collines Buffalo Head du Centre-Nord de l'Alberta et de l'amas ultrabasique Mountain Head du Nord-Ouest de l'Alberta ont ete estimes par une methode paleomagnetique. Les poles paleomagnetiques obtenus dans notre etude ne different statistiquement pas des poles de reference pour l'Amerique du Nord au Mesozoque tardif--Cenozoique (Besse and Courtillot 2002). Grace aux determinations de polarite, a la palynologie et a la datation radiogenique, les resultats paleomagnetiques limitent l'age de la mise en place des occurrences ultramafiques selectionnees. Les ages paleomagnetiques de la mise en place etablis pour les amas K5, K6 et Mountain Lake sont respectivement de 90-83 Ma, 83,0-79,1 Ma et pas plus vieux que 79,1 Ma. [Traduit par la Redaction], Introduction Pioneering work using paleomagnetism on kimberlites was first successfully done in South Africa (Jones 1968). McFadden and Jones (1977) studied five kimberlite pipes to construct the paleomagnetic pole position [...]

Published
2009

35. Re: Germline BRCA Mutations are Associated with Higher Risk of Nodal Involvement, Distant Metastasis, and Poor Survival Outcomes in Prostate Cancer

Author

Castro, E., Goh, C., Olmos, D., Saunders, E., Leongamornlert, D., Tymrakiewicz, M., Mahmud, N., Dadaev, T., Govindasami, K., Guy, M., Sawyer, E., Wilkinson, R., Ardern-Jones, A., Ellis, S., Frost, D., Peock, S., Evans, D. G., Tischkowitz, M., Cole, T., Davidson, R., Eccles, D., Brewer, C., Douglas, F., Porteous, M. E., Donaldson, A., Dorkins, H., Izatt, L., Cook, J., Hodgson, S., Kennedy, M. J., Side, L. E., Eason, J., Murray, A., Antoniou, A. C., Easton, D. F., Kote-Jarai, Z., and Eeles, R.

Published
2013
Full Text
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36. Inherited predisposition to colorectal adenomas caused by multiple rare alleles of MUTYH but not OGG1, NUDT1, NTH1 or NEIL 1, 2 or 3

Author

Dallosso, A.R., Dolwani, S., Jones, N., Jones, S., Colley, J., Maynard, J., Idziaszczyk, S., Humphreys, V., Arnold, J., Donaldson, A., Eccles, D., Ellis, A., Evans, D.G., Frayling, I.M., Hes, F.J., Houlston, R.S., Maher, E.R., Nielsen, M., Parry, S., Tyler, E., Moskvina, V., Cheadle, J.P., and Sampson, J.R.

Subjects
Colorectal cancer -- Genetic aspects, Colorectal cancer -- Development and progression, Colorectal cancer -- Research, Colorectal cancer -- Risk factors, Gene mutations -- Analysis, Adenoma -- Genetic aspects, Adenoma -- Risk factors, Adenoma -- Research, Health
Published
2008

37. Kimberlite-sourced bentonite, its paleoenvironment and implications for the Late Cretaceous K14 kimberlite cluster, northern Alberta

Author

Eccles, D. Roy, Heaman, Larry M., and Sweet, Arthur R.

Subjects
Alberta -- Natural history, Kimberlite -- Research, Bentonite -- Research, Earth sciences, Research, Natural history
Abstract

Abstract: Kimberlite-sourced bentonite layers have been discovered in Late Cretaceous sedimentary drill cores located within the Buffalo Head Hills kimberlite field, north-central Alberta. Two bentonites are unambiguously differentiated from 'common' [...]

Published
2008

38. Rb-Sr and U-Pb geochronology and setting of the Buffalo Head Hills kimberlite field, northern Alberta

Author

Eccles, D. Roy, Creaser, Robert A., Heaman, Larry M., and Ward, Jeff

Subjects
Petrology -- Research, Kimberlite -- Properties, Perovskite -- Properties, Rubidium-strontium dating -- Methods, Geochronology -- Research, Uranium-lead dating -- Methods, Earth sciences, Research, Properties, Methods
Abstract

Abstract: New Rb-Sr phlogopite and U-Pb perovskite age determinations for 12 of 38 known ultramafic bodies in the Buffalo Head Hills area of north-central Alberta show that kimberlitic magmatism occurred [...]

Published
2008

39. Genome-wide association study identifies 32 novel breast cancer susceptibility loci from overall and subtype-specific analyses

Author

Zhang, H. (Haoyu), Ahearn, T. U. (Thomas U.), Lecarpentier, J. (Julie), Barnes, D. (Daniel), Beesley, J. (Jonathan), Qi, G. (Guanghao), Hang, X. (Xia), O'Mara, T. A. (Tracy A.), Zhao, N. (Ni), Bolla, M. K. (Manjeet K.), Dunning, A. M. (Alison M.), Dennis, J. (Joe), Wang, Q. (Qin), Abu Ful, Z. (Zumuruda), Aittomaki, K. (Kristiina), Andrulis, I. L. (Irene L.), Anton-Culver, H. (Hoda), Arndt, V. (Volker), Aronson, K. J. (Kristan J.), Arun, B. K. (Banu K.), Auer, P. L. (Paul L.), Azzollini, J. (Jacopo), Barrowdale, D. (Daniel), Becher, H. (Heiko), Beckmann, M. W. (Matthias W.), Behrens, S. (Sabine), Benitez, J. (Javier), Bermisheva, M. (Marina), Bialkowska, K. (Katarzyna), Blanco, A. (Ana), Blomqvist, C. (Carl), Bogdanova, N. V. (Natalia, V), Bojesen, S. E. (Stig E.), Bonanni, B. (Bernardo), Bondavalli, D. (Davide), Borg, A. (Ake), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Briceno, I. (Ignacio), Broeks, A. (Annegien), Brucker, S. Y. (Sara Y.), Bruening, T. (Thomas), Burwinkel, B. (Barbara), Buys, S. S. (Saundra S.), Byers, H. (Helen), Caldes, T. (Trinidad), Caligo, M. A. (Maria A.), Calvello, M. (Mariarosaria), Campa, D. (Daniele), Castelao, J. E. (Jose E.), Chang-Claude, J. (Jenny), Chanock, S. J. (Stephen J.), Christiaens, M. (Melissa), Christiansen, H. (Hans), Chung, W. K. (Wendy K.), Claes, K. B. (Kathleen B. M.), Clarke, C. L. (Christine L.), 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), Diez, O. (Orland), Domchek, S. M. (Susan M.), Doerk, T. (Thilo), Dwek, M. (Miriam), Eccles, D. M. (Diana M.), Ekici, A. B. (Arif B.), Evans, D. G. (D. Gareth), Fasching, P. A. (Peter A.), Figueroa, J. (Jonine), Foretova, L. (Lenka), Fostira, F. (Florentia), Friedman, E. (Eitan), Frost, D. (Debra), Gago-Dominguez, M. (Manuela), Gapstur, S. M. (Susan M.), Garber, J. (Judy), Garcia-Saenz, J. A. (Jose A.), Gaudet, M. M. (Mia M.), Gayther, S. A. (Simon A.), Giles, G. G. (Graham G.), 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), Haeberle, L. (Lothar), Hahnen, E. (Eric), Haiman, C. A. (Christopher A.), Hake, C. R. (Christopher R.), Hall, P. (Per), Hamann, U. (Ute), Harkness, E. F. (Elaine F.), Heemskerk-Gerritsen, B. A. (Bernadette A. M.), Hillemanns, P. (Peter), Hogervorst, F. B. (Frans B. L.), Holleczek, B. (Bernd), Hollestelle, A. (Antoinette), Hooning, M. J. (Maartje J.), Hoover, R. N. (Robert N.), Hopper, J. L. (John L.), Howell, A. (Anthony), Huebner, H. (Hanna), Hulick, P. J. (Peter J.), Imyanitov, E. N. (Evgeny N.), Isaacs, C. (Claudine), Izatt, L. (Louise), Jager, A. (Agnes), Jakimovska, M. (Milena), Jakubowska, A. (Anna), James, P. (Paul), Janavicius, R. (Ramunas), Janni, W. (Wolfgang), John, E. M. (Esther M.), Jones, M. E. (Michael E.), Jung, A. (Audrey), Kaaks, R. (Rudolf), Kapoor, P. M. (Pooja Middha), Karlan, B. Y. (Beth Y.), Keeman, R. (Renske), Khan, S. (Sofia), Khusnutdinova, E. (Elza), Kitahara, C. M. (Cari M.), Ko, Y.-D. (Yon-Dschun), Konstantopoulou, I. (Irene), Koppert, L. B. (Linetta B.), Koutros, S. (Stella), Kristensen, V. N. (Vessela N.), Laenkholm, A.-V. (Anne-Vibeke), Lambrechts, D. (Diether), Larsson, S. C. (Susanna C.), Laurent-Puig, P. (Pierre), Lazaro, C. (Conxi), Lazarova, E. (Emilija), Lejbkowicz, F. (Flavio), Leslie, G. (Goska), Lesueur, F. (Fabienne), Lindblom, A. (Annika), Lissowska, J. (Jolanta), Lo, W.-Y. (Wing-Yee), Loud, J. T. (Jennifer T.), Lubinski, J. (Jan), Lukomska, A. (Alicja), Maclnnis, R. J. (Robert J.), Mannermaa, A. (Arto), Manoochehri, M. (Mehdi), Manoukian, S. (Siranoush), Margolin, S. (Sara), Martinez, M. E. (Maria Elena), Matricardi, L. (Laura), McGuffog, L. (Lesley), McLean, C. (Catriona), Mebirouk, N. (Noura), Meindl, A. (Alfons), Menon, U. (Usha), Miller, A. (Austin), Mingazheva, E. (Elvira), Montagna, M. (Marco), Mulligan, A. M. (Anna Marie), Mulot, C. (Claire), Muranen, T. A. (Taru A.), Nathanson, K. L. (Katherine L.), Neuhausen, S. L. (Susan L.), Nevanlinna, H. (Heli), Neven, P. (Patrick), Newman, W. G. (William G.), Nielsens, F. C. (Finn C.), Nikitina-Zake, L. (Liene), Nodora, J. (Jesse), Offit, K. (Kenneth), Olah, E. (Edith), Olopade, O. I. (Olufunmilayo, I), Olsson, H. (Hakan), Orr, N. (Nick), Papi, L. (Laura), Papp, J. (Janos), Park-Simon, T.-W. (Tjoung-Won), Parsons, M. T. (Michael T.), Peissel, B. (Bernard), Peixoto, A. (Ana), Peshkin, B. (Beth), Peterlongo, P. (Paolo), Peto, J. (Julian), Phillips, K.-A. (Kelly-Anne), Piedmonte, M. (Marion), Plaseska-Karanfilska, D. (Dijana), Prajzendanc, K. (Karolina), Prentice, R. (Ross), Prokofyeva, D. (Darya), Rack, B. (Brigitte), Radice, P. (Paolo), Ramus, S. J. (Susan J.), Rantala, J. (Johanna), Rashid, M. U. (Muhammad U.), Rennert, G. (Gad), Rennert, H. S. (Hedy S.), Risch, H. A. (Harvey A.), Romero, A. (Atocha), Rookus, M. A. (Matti A.), Ruebner, M. (Matthias), Ruediger, T. (Thomas), Saloustros, E. (Emmanouil), Sampson, S. (Sarah), Sandler, D. P. (Dale P.), Sawyer, E. J. (Elinor J.), Scheuner, M. T. (Maren T.), Schmutzler, R. K. (Rita K.), Schneeweiss, A. (Andreas), Schoemaker, M. J. (Minouk J.), Schoettker, B. (Ben), Schuermann, P. (Peter), Senter, L. (Leigha), Sharma, P. (Priyanka), Sherman, M. E. (Mark E.), Shu, X.-O. (Xiao-Ou), Singer, C. F. (Christian F.), Smichkoska, S. (Snezhana), Soucy, P. (Penny), Southey, M. C. (Melissa C.), Spinelli, J. J. (John J.), Stone, J. (Jennifer), Stoppa-Lyonnet, D. (Dominique), Swerdlow, A. J. (Anthony J.), Szabo, C. I. (Csilla, I), Tamimi, R. M. (Rulla M.), Tapper, W. J. (William J.), Taylor, J. A. (Jack A.), Teixeira, M. R. (Manuel R.), Terry, M. (MaryBeth), Thomassen, M. (Mads), Thull, D. L. (Darcy L.), Tischkowitz, M. (Marc), Toland, A. E. (Amanda E.), Tollenaar, R. A. (Rob A. E. M.), Tomlinson, I. (Ian), Torres, D. (Diana), Troester, M. A. (Melissa A.), Truong, T. (Therese), Tung, N. (Nadine), Untch, M. (Michael), Vachon, C. M. (Celine M.), van den Ouweland, A. M. (Ans M. W.), van der Kolk, L. E. (Lizet E.), van Veen, E. M. (Elke M.), vanRensburg, E. J. (Elizabeth J.), Vega, A. (Ana), Wappenschmidt, B. (Barbara), Weinberg, C. R. (Clarice R.), Weitzel, J. N. (Jeffrey N.), Wildiers, H. (Hans), Winqvist, R. (Robert), Wolk, A. (Alicja), Yang, X. R. (Xiaohong R.), Yannoukakos, D. (Drakoulis), Zheng, W. (Wei), Zorn, K. K. (Kristin K.), Milne, R. L. (Roger L.), Kraft, P. (Peter), Simard, J. (Jacques), Pharoah, P. D. (Paul D. P.), Michailidou, K. (Kyriaki), Antoniou, A. C. (Antonis C.), Schmidt, M. K. (Marjanka K.), Chenevix-Trench, G. (Georgia), Easton, D. F. (Douglas F.), Chatterjee, N. (Nilanjan), and Garcia-Closas, M. (Montserrat)

Abstract

Breast cancer susceptibility variants frequently show heterogeneity in associations by tumor subtype. To identify novel loci, we performed a genome-wide association study including 133,384 breast cancer cases and 113,789 controls, plus 18,908 BRCA1 mutation carriers (9,414 with breast cancer) of European ancestry, using both standard and novel methodologies that account for underlying tumor heterogeneity by estrogen receptor, progesterone receptor and human epidermal growth factor receptor 2 status and tumor grade. We identified 32 novel susceptibility loci (P

Published
2020

40. Risk-reducing salpingo-oophorectomy, natural menopause, and breast cancer risk: an international prospective cohort of BRCA1 and BRCA2 mutation carriers

Author

Mavaddat, N., Antoniou, A.C., Mooij, T.M., Hooning, M.J., Heemskerk-Gerritsen, B.A., Nogues, C., Laborde, L., Breysse, E., Stoppa-Lyonnet, D., Gauthier-Villars, M., Buecher, B., Caron, O., Fourme-Mouret, E., Fricker, J.P., Lasset, C., Bonadona, V., Berthet, P., Faivre, L., Luporsi, E., Mari, V., Gladieff, L., Gesta, P., Sobol, H., Eisinger, F., Longy, M., Dugast, C., Colas, C., Coupier, I., Pujol, P., Corsini, C., Lortholary, A., Vennin, P., Adenis, C., Nguyen, T.D., Delnatte, C., Tinat, J., Tennevet, I., Limacher, J.M., Maugard, C., Bignon, Y.J., Demange, L., Penet, C., Dreyfus, H., Cohen-Haguenauer, O., Venat-Bouvet, L., Leroux, D., Zattara-Cannoni, H., Fert-Ferrer, S., Bera, O., Ellis, S., Barrowdale, D., Frost, D., Evans, D.G., Izatt, L., Adlard, J., Eeles, R., Brewer, C., Tischkowitz, M., Henderson, A., Cook, J., Eccles, D., Hogervorst, F.B.L., Collee, J.M., Asperen, C.J. van, Mensenkamp, A.R., Ausems, M.G.E.M., Meijers-Heijboer, H.E.J., Engelen, K. van, Blok, M.J., Oosterwijk, J.C., Verloop, J., Broek, E. van den, Mourits, M.J.E., Koppert, L.B., Hopper, J.L., John, E.M., Chung, W.K., Andrulis, I.L., Daly, M.B., Buys, S.S., Benitez, J., Caldes, T., Jakubowska, A., Simard, J., Singer, C.F., Tan, Y., Olah, E., Navratilova, M., Foretova, L., Gerdes, A.M., Roos-Blom, M.J., Leeuwen, F.E. van, Arver, B., Olsson, H., Schmutzler, R.K., Engel, C., Kast, K., Phillips, K.A., Terry, M.B., Milne, R.L., Goldgar, D.E., Rookus, M.A., Andrieu, N., Easton, D.F., GENEPSO, EMBRACE, HEBON, kConFab Investigators, IBCCS, kConFab, BCFR, University of Cambridge [UK] (CAM), Netherlands Cancer Institute (NKI), Antoni van Leeuwenhoek Hospital, Erasmus MC Cancer Institute, Rotterdam, Institut Paoli-Calmettes, Fédération nationale des Centres de lutte contre le Cancer (FNCLCC), Institut Curie [Paris], Institut Gustave Roussy (IGR), Département de médecine oncologique [Gustave Roussy], Centre Hospitalier Georges Renon [Niort] (CH Georges Renon Niort), Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier), Centre Catherine-de-Sienne [Nantes] (CCS), Manchester University NHS Foundation Trust (MFT), Guy's & St Thomas' NHS Foundation Trust, Chapel Allerton Hospital, University of Leeds, Royal Marsden NHS Foundation Trust, Royal Devon & Exeter Hospital, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Sheffield Children's NHS Foundation Trust, Wessex clinical genetics service, Vrije Universiteit Amsterdam [Amsterdam] (VU), University Medical Center Groningen [Groningen] (UMCG), Department of Medical Genetics, University Medical Center [Utrecht], Centre for MEGA Epidemiology, The University of Melbourne, Victoria, Australia, Department of Epidemiology, Cancer Prevention Institute of California, Columbia University [New York], Departments of Molecular Genetics and Laboratory Medicine and Pathobiology, University of Toronto-Cancer Care Ontario, Division of Population Science, Fox Chase Cancer Center, Department of Internal Medicine, Huntsman Cancer Institute, Departemento Genetica Humana, Centro Nacional Investigaciones Oncologicas, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos [Madrid, Spain] (IdISSC), Department of Genetics and Pathology, International Hereditary Cancer Centre-Pomeranian Medical University [Szczecin] (PUM), Cancer Genomics Laboratory, Centre Hospitalier Universitaire de Québec, Division of Special Gynecology, Medizinische Universität Wien = Medical University of Vienna-Department of OB/GYN, Medizinische Universität Wien = Medical University of Vienna, National Institute of Oncology, Masaryk Memorial Cancer Institute (MMCI), Masaryk University [Brno] (MUNI), Department of Clinical Genetics [Copenhagen], Rigshospitalet [Copenhagen], Copenhagen University Hospital-Copenhagen University Hospital, The Netherlands Cancer Institute [Amsterdam, The Netherlands], Radiumhemmet, Karolinska University Hospital [Stockholm], Department of Oncology, Lund University Hospital, Division of Molecular Gyneco-Oncology, Department of Gynaecology and Obstetrics, Clinical Center Un, Institute for Medical Informatics, Statistics and Epidemiology [Leipzig] (IMISE), Universität Leipzig [Leipzig], Department of Gynaecology and Obstetrics, University Hospital Carl Gustav Carus, Dept of Haematology and Medical Oncology, Peter MacCallum Cancer Center, Department of Epidemiology [Columbia University], Columbia University [New York]-Columbia Mailman School of Public Health, Cancer Epidemiology Centre, Cancer Council Victoria, International Agency for Cancer Research (IACR), Netherlands Cancer Institute, 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), Université Paris sciences et lettres (PSL), Cancer Research U.K. Genetic Epidemiology Unit, Strangeways Research Laboratory, Andrieu, Nadine, Human genetics, Epidemiology and Data Science, Mavaddat, Nasim [0000-0003-0307-055X], Eeles, Ros [0000-0002-3698-6241], Engel, Christoph [0000-0002-7247-282X], Apollo - University of Cambridge Repository, Pomeranian Medical University-International Hereditary Cancer Centre, Masaryk Memorial Cancer Institute (RECAMO), Columbia Mailman School of Public Health-Columbia University [New York], Institut Curie [Paris]-MINES ParisTech - École nationale supérieure des mines de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de la Santé et de la Recherche Médicale (INSERM), Antoniou, Antonis [0000-0001-9223-3116], Tischkowitz, Marc [0000-0002-7880-0628], Easton, Douglas [0000-0003-2444-3247], Medical Oncology, Surgery, Cancer Research UK (Reino Unido), NIH - National Cancer Institute (NCI) (Estados Unidos), United States Department of Health and Human Services, Ministerio de Economía y Competitividad (España), Unión Europea. Comisión Europea. European Research Council (ERC), Norwegian EEA Financial Mechanism, Hungarian Scientific Research Fund (Hungría), Ministry of Education, Youth and Sports (República Checa), MH CZ -DRO (MMCI), National Health and Medical Research Council (Australia), Australian National Breast Cancer Foundation, Cancer Australia, ERA-NET TRANSAN JTC 2012 Cancer, Transcan grant, Biotechnology and Biological Sciences Research Council (Reino Unido), Pink Ribbons Project, Netherlands Organisation of Scientific Research, Dutch Cancer Society (Holanda), Instituto de Salud Carlos III, Deutsche Krebshilfe, National Institute for Health Research (Reino Unido), Unión Europea. Comisión Europea. 7 Programa Marco, Ministry of Economic Development, Innovation and Export Trade-grant, Canadian Institutes of Health Research, Cancer Research UK, NIH National Cancer Institute (NCI), United States Department of Health & Human Services National Institutes of Health (NIH) - USA, Ministerio de Economia y Competividad (MINECO), European Research Council (ERC), Hungarian Research Grants, MEYS -NPS I, National Health and Medical Research Council of Australia, BBMRI grant, Pink Ribbon grants, Netherlands Organisation of Scientific Research grant, KWF Kankerbestrijding, Instituto de Salud Carlos III - ISCIII, National Institute for Health Research (NIHR), European Union Seventh Framework Program (2007-2013), Canadian Institutes of Health Research (CIHR), Damage and Repair in Cancer Development and Cancer Treatment (DARE), Targeted Gynaecologic Oncology (TARGON), United States of Department of Health & Human Services, European Research Council, APH - Quality of Care, APH - Methodology, Graduate School, ARD - Amsterdam Reproduction and Development, RS: GROW - R4 - Reproductive and Perinatal Medicine, and MUMC+: DA KG Lab Centraal Lab (9)

Subjects
endocrine system diseases, SURGERY, [SDV]Life Sciences [q-bio], [SDV.GEN] Life Sciences [q-bio]/Genetics, Cohort Studies, 0302 clinical medicine, BRCA2 Mutation, Breast cancer, Surgical oncology, Prospective Studies, Prospective cohort study, skin and connective tissue diseases, Salpingo-oophorectomy/methods, 0303 health sciences, Natural menopause, Women's cancers Radboud Institute for Molecular Life Sciences [Radboudumc 17], Obstetrics, BRCA1 Protein, Breast Neoplasms/epidemiology, Incidence (epidemiology), Incidence, WOMEN, ASSOCIATION, Middle Aged, lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens, OVARIAN, BRCA2 Protein/genetics, 3. Good health, Menopause, Risk-reducing salpingo-oophorectomy, [SDV] Life Sciences [q-bio], 030220 oncology & carcinogenesis, SURVIVAL, Female, Research Article, Cohort study, Adult, medicine.medical_specialty, Salpingo-oophorectomy, Breast Neoplasms, [SDV.CAN]Life Sciences [q-bio]/Cancer, [SDV.GEN.GH] Life Sciences [q-bio]/Genetics/Human genetics, lcsh:RC254-282, 03 medical and health sciences, breast cancer, SDG 3 - Good Health and Well-being, [SDV.CAN] Life Sciences [q-bio]/Cancer, medicine, Humans, METAANALYSIS, 030304 developmental biology, BRCA2 Protein, [SDV.GEN]Life Sciences [q-bio]/Genetics, business.industry, CONSORTIUM, risk-reducing salpingo-oophorectomy, International Agencies, medicine.disease, BRCA1, BRCA2, KCONFAB, REDUCTION, [SDV.GEN.GH]Life Sciences [q-bio]/Genetics/Human genetics, [SDV.SPEE] Life Sciences [q-bio]/Santé publique et épidémiologie, LINK, Mutation, BRCA1 Protein/genetics, [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie, business, Risk Reduction Behavior
Abstract

The effect of risk-reducing salpingo-oophorectomy (RRSO) on breast cancer risk for BRCA1 and BRCA2 mutation carriers is uncertain. Retrospective analyses have suggested a protective effect but may be substantially biased. Prospective studies have had limited power, particularly for BRCA2 mutation carriers. Further, previous studies have not considered the effect of RRSO in the context of natural menopause. A multi-centre prospective cohort of 2272 BRCA1 and 1605 BRCA2 mutation carriers was followed for a mean of 5.4 and 4.9 years, respectively; 426 women developed incident breast cancer. RRSO was modelled as a time-dependent covariate in Cox regression, and its effect assessed in premenopausal and postmenopausal women. There was no association between RRSO and breast cancer for BRCA1 (HR = 1.23; 95% CI 0.94-1.61) or BRCA2 (HR = 0.88; 95% CI 0.62-1.24) mutation carriers. For BRCA2 mutation carriers, HRs were 0.68 (95% CI 0.40-1.15) and 1.07 (95% CI 0.69-1.64) for RRSO carried out before or after age 45 years, respectively. The HR for BRCA2 mutation carriers decreased with increasing time since RRSO (HR = 0.51; 95% CI 0.26-0.99 for 5 years or longer after RRSO). Estimates for premenopausal women were similar. We found no evidence that RRSO reduces breast cancer risk for BRCA1 mutation carriers. A potentially beneficial effect for BRCA2 mutation carriers was observed, particularly after 5 years following RRSO. These results may inform counselling and management of carriers with respect to RRSO. The BCFR 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 centres in the Breast Cancer Family Registry (BCFR), nor does mention of trade names, commercial products, or organisations imply endorsement by the US Government or the BCFR. CNIO was partially supported by the Spanish Ministry of Economy and Competitiveness (MINECO) SAF2014-57680-R and the Spanish Research Network on Rare Diseases (CIBERER). CNIO was also partially supported by FISPI16/00440. INHERIT was supported by 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 PERSPECTIVE project was supported by the Government of Canada through Genome Canada and the Canadian Institutes of Health Research (GPH-129344), the Ministere de l'Economie, de la Science et de l' Innovation du Quebec through Genome Quebec, and The Quebec Breast Cancer Foundation. Jacques Simard is a Chairholder of the Canada Research Chair in Oncogenetics. EMBRACE is supported by the Cancer Research UK grants C1287/A23382 and C1287/A16563. D. Gareth Evans is 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 the 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. Antonis C. Antoniou is funded by Cancer Research UK grants C12292/A20861 and C12292/A11174. MT is funded by the European Union Seventh Framework Program (2007-2013)/European Research Council (310018). The German Consortium for Hereditary Breast and Ovarian Cancer (GC-HBOC) is supported by the German Cancer Aid (grant no 110837, Rita K. Schmutzler). The national French cohort, GENEPSO, had been supported by a grant from the Fondation de France and the Ligue Nationale Contre le Cancer and is being supported by a grant from INCa as part of the European program ERA-NET on Translational Cancer Research (TRANSCAN-JTC2012, no. 2014-008). HCSC was supported by CIBERONC 161200301 from ISCIII (Spain), partially supported by European Regional Development FEDER funds. The HEBON study is supported by the Dutch Cancer Society grants NKI1998-1854, NKI2004-3088, NKI2007-3756, the Netherlands Organisation 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. The IHCC was supported by Grant PBZ_ KBN_122/P05/2004 and ERA-NET TRANSAN JTC 2012 Cancer 12-054 (ERA-NET-TRANSCAN/07/2014). This work was supported by grants to kConFab and the kConFab Follow-Up Study from Cancer Australia (809195); the Australian National Breast Cancer Foundation (IF 17); the National Health and Medical Research Council (454508, 288704, 145684); the National Institute of Health U.S.A. (1RO1CA159868); the Queensland Cancer Fund; the Cancer Councils of New South Wales, Victoria, Tasmania and South Australia; and the Cancer Foundation of Western Australia. KAP is an Australian National Breast Cancer Foundation fellow. MODSQUAD-Czech Republic, Brno, was supported by MH CZ -DRO (MMCI, 00209805) and by MEYS -NPS I -LO1413 to LF and MN. The Hungarian Breast and Ovarian Cancer Study was supported by Hungarian Research Grants KTIA-OTKA CK-80745, NKFI OTKA K-112228, and the Norwegian EEA Financial Mechanism HU0115/NA/2008-3/OP-9. Lund-BRCA collaborators are supported by the Swedish Cancer Society, Lund Hospital Funds, and European Research Council Advanced Grant ERC-2011-294576. Stockholm-BRCA collaborators are supported by the Swedish Cancer Society. The funders had no role in the design of the study; the collection, analysis, or interpretation of the data; the writing of the manuscript; or the decision to submit the manuscript for publication. Sí

Published
2020

41. A cost-effectiveness analysis of multigene testing for all patients with breast cancer.

Author

Sadique Z., Duffy S., Cuzick J., Dos Santos Silva I., Miners A., Yang L., Legood R., Manchanda R., Sun L., Brentnall A., Patel S., Buist D.S.M., Bowles E.J.A., Evans D.G.R., Eccles D., Hopper J., Li S., Southey M., Sadique Z., Duffy S., Cuzick J., Dos Santos Silva I., Miners A., Yang L., Legood R., Manchanda R., Sun L., Brentnall A., Patel S., Buist D.S.M., Bowles E.J.A., Evans D.G.R., Eccles D., Hopper J., Li S., and Southey M.

Abstract

Importance: Moving to multigene testing for all women with breast cancer (BC) could identify many more mutation carriers who can benefit from precision prevention. However, the cost-effectiveness of this approach remains unaddressed. Objective(s): To estimate incremental lifetime effects, costs, and cost-effectiveness of multigene testing of all patients with BC compared with the current practice of genetic testing (BRCA) based on family history (FH) or clinical criteria. Design, Setting, and Participant(s): This cost-effectiveness microsimulation modeling study compared lifetime costs and effects of high-risk BRCA1/BRCA2/PALB2 (multigene) testing of all unselected patients with BC (strategy A) with BRCA1/BRCA2 testing based on FH or clinical criteria (strategy B) in United Kingdom (UK) and US populations. Data were obtained from 11836 patients in population-based BC cohorts (regardless of FH) recruited to 4 large research studies. Data were collected and analyzed from January 1, 2018, through June 8, 2019. The time horizon is lifetime. Payer and societal perspectives are presented. Probabilistic and 1-way sensitivity analyses evaluate model uncertainty. Intervention(s): In strategy A, all women with BC underwent BRCA1/BRCA2/PALB2 testing. In strategy B, only women with BC fulfilling FH or clinical criteria underwent BRCA testing. Affected BRCA/PALB2 carriers could undertake contralateral preventive mastectomy; BRCA carriers could choose risk-reducing salpingo-oophorectomy (RRSO). Relatives of mutation carriers underwent cascade testing. Unaffected relative carriers could undergo magnetic resonance imaging or mammography screening, chemoprevention, or risk-reducing mastectomy for BC risk and RRSO for ovarian cancer (OC) risk. Main Outcomes and Measures: Incremental cost-effectiveness ratio (ICER) was calculated as incremental cost per quality-Adjusted life-year (QALY) gained and compared with standard 30 000/QALY and $100000/QALY UK and US thresholds, respectively.

Published
2020

42. Erratum: Risk-reducing salpingo-oophorectomy, natural menopause, and breast cancer risk: An international prospective cohort of BRCA1 and BRCA2 mutation carriers (Breast Cancer Res (2020) 22 (8) DOI: 10.1186/s13058-020-1247-4).

Author

Izatt L., John E.M., Chung W.K., Andrulis I.L., Daly M.B., Buys S.S., Benitez J., Caldes T., Jakubowska A., Simard J., Singer C.F., Tan Y., Olah E., Navratilova M., Foretova L., Gerdes A.-M., Roos-Blom M.-J., Van Leeuwen F.E., Arver B., Olsson H., Schmutzler R.K., Engel C., Kast K., Phillips K.-A., Terry M.B., Milne R.L., Goldgar D.E., Rookus M.A., Andrieu N., Easton D.F., Mavaddat N., Antoniou A.C., Mooij T.M., Hooning M.J., Heemskerk-Gerritsen B.A., Nogues C., Gauthier-Villars M., Caron O., Gesta P., Pujol P., Lortholary A., Barrowdale D., Frost D., Evans D.G., Adlard J., Eeles R., Brewer C., Tischkowitz M., Henderson A., Cook J., Eccles D., Van Engelen K., Mourits M.J.E., Ausems M.G.E.M., Koppert L.B., Hopper J.L., Izatt L., John E.M., Chung W.K., Andrulis I.L., Daly M.B., Buys S.S., Benitez J., Caldes T., Jakubowska A., Simard J., Singer C.F., Tan Y., Olah E., Navratilova M., Foretova L., Gerdes A.-M., Roos-Blom M.-J., Van Leeuwen F.E., Arver B., Olsson H., Schmutzler R.K., Engel C., Kast K., Phillips K.-A., Terry M.B., Milne R.L., Goldgar D.E., Rookus M.A., Andrieu N., Easton D.F., Mavaddat N., Antoniou A.C., Mooij T.M., Hooning M.J., Heemskerk-Gerritsen B.A., Nogues C., Gauthier-Villars M., Caron O., Gesta P., Pujol P., Lortholary A., Barrowdale D., Frost D., Evans D.G., Adlard J., Eeles R., Brewer C., Tischkowitz M., Henderson A., Cook J., Eccles D., Van Engelen K., Mourits M.J.E., Ausems M.G.E.M., Koppert L.B., and Hopper J.L.

Abstract

After publication of the original article [1], we were notified that columns in Table 2 were erroneously displayed.Copyright © 2020 The Author(s). Reference:.

Published
2020

43. Risk-reducing salpingo-oophorectomy, natural menopause, and breast cancer risk: An international prospective cohort of BRCA1 and BRCA2 mutation carriers.

Author

Bera O., Fourme-Mouret E., Fricker J.-P., Lasset C., Bonadona V., Berthet P., Faivre L., Luporsi E., Mari V., Gladieff L., Sobol H., Eisinger F., Longy M., Dugast C., Colas C., Coupier I., Corsini C., Vennin P., Adenis C., Nguyen T.D., Delnatte C., Tinat J., Tennevet I., Limacher J.-M., Maugard C., Bignon Y.-J., Demange L., Penet C., Cohen-Haguenauer O., Venat-Bouvet L., Leroux D., Dreyfus H., Zattara-Cannoni H., Fert-Ferrer S., Nogues C., Gauthier-Villars M., Caron O., Gesta P., Pujol P., Lortholary A., Ellis S., Barrowdale D., Frost D., Evans D.G., Izatt L., Adlard J., Eeles R., Brewer C., Tischkowitz M., Henderson A., Cook J., Eccles D., Hogervorst F.B.L., Collee J.M., Van Asperen C.J., Mensenkamp A.R., Meijers-Heijboer H.E.J., Blok M.J., Oosterwijk J.C., Verloop J., Van Den Broek E., Van Engelen K., Mourits M.J.E., Ausems M.G.E.M., Koppert L.B., Hopper J.L., John E.M., Chung W.K., Andrulis I.L., Daly M.B., Buys S.S., Benitez J., Caldes T., Jakubowska A., Simard J., Singer C.F., Tan Y., Olah E., Navratilova M., Foretova L., Gerdes A.-M., Roos-Blom M.-J., Van Leeuwen F.E., Arver B., Olsson H., Schmutzler R.K., Engel C., Kast K., Phillips K.-A., Terry M.B., Milne R.L., Goldgar D.E., Rookus M.A., Andrieu N., Easton D.F., Mavaddat N., Antoniou A.C., Mooij T.M., Hooning M.J., Heemskerk-Gerritsen B.A., Laborde L., Breysse E., Stoppa-Lyonnet D., Buecher B., Bera O., Fourme-Mouret E., Fricker J.-P., Lasset C., Bonadona V., Berthet P., Faivre L., Luporsi E., Mari V., Gladieff L., Sobol H., Eisinger F., Longy M., Dugast C., Colas C., Coupier I., Corsini C., Vennin P., Adenis C., Nguyen T.D., Delnatte C., Tinat J., Tennevet I., Limacher J.-M., Maugard C., Bignon Y.-J., Demange L., Penet C., Cohen-Haguenauer O., Venat-Bouvet L., Leroux D., Dreyfus H., Zattara-Cannoni H., Fert-Ferrer S., Nogues C., Gauthier-Villars M., Caron O., Gesta P., Pujol P., Lortholary A., Ellis S., Barrowdale D., Frost D., Evans D.G., Izatt L., Adlard J., Eeles R., Brewer C., Tischkowitz M., Henderson A., Cook J., Eccles D., Hogervorst F.B.L., Collee J.M., Van Asperen C.J., Mensenkamp A.R., Meijers-Heijboer H.E.J., Blok M.J., Oosterwijk J.C., Verloop J., Van Den Broek E., Van Engelen K., Mourits M.J.E., Ausems M.G.E.M., Koppert L.B., Hopper J.L., John E.M., Chung W.K., Andrulis I.L., Daly M.B., Buys S.S., Benitez J., Caldes T., Jakubowska A., Simard J., Singer C.F., Tan Y., Olah E., Navratilova M., Foretova L., Gerdes A.-M., Roos-Blom M.-J., Van Leeuwen F.E., Arver B., Olsson H., Schmutzler R.K., Engel C., Kast K., Phillips K.-A., Terry M.B., Milne R.L., Goldgar D.E., Rookus M.A., Andrieu N., Easton D.F., Mavaddat N., Antoniou A.C., Mooij T.M., Hooning M.J., Heemskerk-Gerritsen B.A., Laborde L., Breysse E., Stoppa-Lyonnet D., and Buecher B.

Abstract

Background: The effect of risk-reducing salpingo-oophorectomy (RRSO) on breast cancer risk for BRCA1 and BRCA2 mutation carriers is uncertain. Retrospective analyses have suggested a protective effect but may be substantially biased. Prospective studies have had limited power, particularly for BRCA2 mutation carriers. Further, previous studies have not considered the effect of RRSO in the context of natural menopause. Method(s): A multi-centre prospective cohort of 2272 BRCA1 and 1605 BRCA2 mutation carriers was followed for a mean of 5.4 and 4.9 years, respectively; 426 women developed incident breast cancer. RRSO was modelled as a time-dependent covariate in Cox regression, and its effect assessed in premenopausal and postmenopausal women. Result(s): There was no association between RRSO and breast cancer for BRCA1 (HR = 1.23; 95% CI 0.94-1.61) or BRCA2 (HR = 0.88; 95% CI 0.62-1.24) mutation carriers. For BRCA2 mutation carriers, HRs were 0.68 (95% CI 0.40-1.15) and 1.07 (95% CI 0.69-1.64) for RRSO carried out before or after age 45 years, respectively. The HR for BRCA2 mutation carriers decreased with increasing time since RRSO (HR = 0.51; 95% CI 0.26-0.99 for 5 years or longer after RRSO). Estimates for premenopausal women were similar. Conclusion(s): We found no evidence that RRSO reduces breast cancer risk for BRCA1 mutation carriers. A potentially beneficial effect for BRCA2 mutation carriers was observed, particularly after 5 years following RRSO. These results may inform counselling and management of carriers with respect to RRSO.Copyright © 2020 The Author(s).

Published
2020

44. Obesity Alters Endoxifen Plasma Levels in Young Breast Cancer Patients: A Pharmacometric Simulation Approach

Author

Mueller-Schoell, A., Klopp-Schulze, L., Schroth, W., Murdter, T., Michelet, R., Brauch, H. (Hiltrud), Huisinga, W., Joerger, M, Neven, P. (Patrick), Koolen, S.L.W. (Stijn), Mathijssen, A.H.J. (Ron), Copson, E., Eccles, D. (Diana), Chen, S., Chowbay, B. (B.), Tfayli, A., Zgheib, N.K., Schwab, M., Kloft, C., Mueller-Schoell, A., Klopp-Schulze, L., Schroth, W., Murdter, T., Michelet, R., Brauch, H. (Hiltrud), Huisinga, W., Joerger, M, Neven, P. (Patrick), Koolen, S.L.W. (Stijn), Mathijssen, A.H.J. (Ron), Copson, E., Eccles, D. (Diana), Chen, S., Chowbay, B. (B.), Tfayli, A., Zgheib, N.K., Schwab, M., and Kloft, C.

Published
2020
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45. Risk-reducing salpingo-oophorectomy, natural menopause, and breast cancer risk: an international prospective cohort of BRCA1 and BRCA2 mutation carriers (vol 22, 8, 2020)

Author

Mavaddat, N, Antoniou, AC, Mooij, TM, Hooning, MJ, Heemskerk-Gerritsen, BA, Nogues, C, Gauthier-Villars, M, Caron, O, Gesta, P, Pujol, P, Lortholary, A, Barrowdale, D, Frost, D, Evans, DG, Izatt, L, Adlard, J, Eeles, R, Brewer, C, Tischkowitz, M, Henderson, A, Cook, J, Eccles, D, van Engelen, K, Mourits, MJE, Ausems, MGEM, Koppert, LB, Hopper, JL, John, EM, Chung, WK, Andrulis, IL, Daly, MB, Buys, SS, Benitez, J, Caldes, T, Jakubowska, A, Simard, J, Singer, CF, Tan, Y, Olah, E, Navratilova, M, Foretova, L, Gerdes, A-M, Roos-Blom, M-J, Van Leeuwen, FE, Arver, B, Olsson, H, Schmutzler, RK, Engel, C, Kast, K, Phillips, K-A, Terry, MB, Milne, RL, Goldgar, DE, Rookus, MA, Andrieu, N, Easton, DF, Mavaddat, N, Antoniou, AC, Mooij, TM, Hooning, MJ, Heemskerk-Gerritsen, BA, Nogues, C, Gauthier-Villars, M, Caron, O, Gesta, P, Pujol, P, Lortholary, A, Barrowdale, D, Frost, D, Evans, DG, Izatt, L, Adlard, J, Eeles, R, Brewer, C, Tischkowitz, M, Henderson, A, Cook, J, Eccles, D, van Engelen, K, Mourits, MJE, Ausems, MGEM, Koppert, LB, Hopper, JL, John, EM, Chung, WK, Andrulis, IL, Daly, MB, Buys, SS, Benitez, J, Caldes, T, Jakubowska, A, Simard, J, Singer, CF, Tan, Y, Olah, E, Navratilova, M, Foretova, L, Gerdes, A-M, Roos-Blom, M-J, Van Leeuwen, FE, Arver, B, Olsson, H, Schmutzler, RK, Engel, C, Kast, K, Phillips, K-A, Terry, MB, Milne, RL, Goldgar, DE, Rookus, MA, Andrieu, N, and Easton, DF

Abstract

After publication of the original article [1], we were notified that columns in Table 2 were erroneously displayed.

Published
2020

46. Risk-reducing salpingo-oophorectomy, natural menopause, and breast cancer risk: an international prospective cohort of BRCA1 and BRCA2 mutation carriers

Author

Mavaddat, N, Antoniou, AC, Mooij, TM, Hooning, MJ, Heemskerk-Gerritsen, BA, Nogues, C, Laborde, L, Breysse, E, Stoppa-Lyonnet, D, Gauthier-Villars, M, Buecher, B, Caron, O, Fourme-Mouret, E, Fricker, J-P, Lasset, C, Bonadona, V, Berthet, P, Faivre, L, Luporsi, E, Mari, V, Gladieff, L, Gesta, P, Sobol, H, Eisinger, F, Longy, M, Dugast, C, Colas, C, Coupier, I, Pujol, P, Corsini, C, Lortholary, A, Vennin, P, Adenis, C, Nguyen, TD, Delnatte, C, Tinat, J, Tennevet, I, Limacher, J-M, Maugard, C, Bignon, Y-J, Demange, L, Penet, C, Dreyfus, H, Cohen-Haguenauer, O, Venat-Bouvet, L, Leroux, D, Zattara-Cannoni, H, Fert-Ferrer, S, Bera, O, Ellis, S, Barrowdale, D, Frost, D, Evans, DG, Izatt, L, Adlard, J, Eeles, R, Brewer, C, Tischkowitz, M, Henderson, A, Cook, J, Eccles, D, Hogervorst, FBL, Collee, JM, van Asperen, CJ, Mensenkamp, AR, Ausems, MGEM, Meijers-Heijboer, HEJ, van Engelen, K, Blok, MJ, Oosterwijk, JC, Verloop, J, van den Broek, E, Mourits, MJE, Koppert, LB, Hopper, JL, John, EM, Chung, WK, Andrulis, IL, Daly, MB, Buys, SS, Benitez, J, Caldes, T, Jakubowska, A, Simard, J, Singer, CF, Tan, Y, Olah, E, Navratilova, M, Foretova, L, Gerdes, A-M, Roos-Blom, M-J, Van Leeuwen, FE, Arver, B, Olsson, H, Schmutzler, RK, Engel, C, Kast, K, Phillips, K-A, Terry, MB, Milne, RL, Goldgar, DE, Rookus, MA, Andrieu, N, Easton, DF, Mavaddat, N, Antoniou, AC, Mooij, TM, Hooning, MJ, Heemskerk-Gerritsen, BA, Nogues, C, Laborde, L, Breysse, E, Stoppa-Lyonnet, D, Gauthier-Villars, M, Buecher, B, Caron, O, Fourme-Mouret, E, Fricker, J-P, Lasset, C, Bonadona, V, Berthet, P, Faivre, L, Luporsi, E, Mari, V, Gladieff, L, Gesta, P, Sobol, H, Eisinger, F, Longy, M, Dugast, C, Colas, C, Coupier, I, Pujol, P, Corsini, C, Lortholary, A, Vennin, P, Adenis, C, Nguyen, TD, Delnatte, C, Tinat, J, Tennevet, I, Limacher, J-M, Maugard, C, Bignon, Y-J, Demange, L, Penet, C, Dreyfus, H, Cohen-Haguenauer, O, Venat-Bouvet, L, Leroux, D, Zattara-Cannoni, H, Fert-Ferrer, S, Bera, O, Ellis, S, Barrowdale, D, Frost, D, Evans, DG, Izatt, L, Adlard, J, Eeles, R, Brewer, C, Tischkowitz, M, Henderson, A, Cook, J, Eccles, D, Hogervorst, FBL, Collee, JM, van Asperen, CJ, Mensenkamp, AR, Ausems, MGEM, Meijers-Heijboer, HEJ, van Engelen, K, Blok, MJ, Oosterwijk, JC, Verloop, J, van den Broek, E, Mourits, MJE, Koppert, LB, Hopper, JL, John, EM, Chung, WK, Andrulis, IL, Daly, MB, Buys, SS, Benitez, J, Caldes, T, Jakubowska, A, Simard, J, Singer, CF, Tan, Y, Olah, E, Navratilova, M, Foretova, L, Gerdes, A-M, Roos-Blom, M-J, Van Leeuwen, FE, Arver, B, Olsson, H, Schmutzler, RK, Engel, C, Kast, K, Phillips, K-A, Terry, MB, Milne, RL, Goldgar, DE, Rookus, MA, Andrieu, N, and Easton, DF

Abstract

BACKGROUND: The effect of risk-reducing salpingo-oophorectomy (RRSO) on breast cancer risk for BRCA1 and BRCA2 mutation carriers is uncertain. Retrospective analyses have suggested a protective effect but may be substantially biased. Prospective studies have had limited power, particularly for BRCA2 mutation carriers. Further, previous studies have not considered the effect of RRSO in the context of natural menopause. METHODS: A multi-centre prospective cohort of 2272 BRCA1 and 1605 BRCA2 mutation carriers was followed for a mean of 5.4 and 4.9 years, respectively; 426 women developed incident breast cancer. RRSO was modelled as a time-dependent covariate in Cox regression, and its effect assessed in premenopausal and postmenopausal women. RESULTS: There was no association between RRSO and breast cancer for BRCA1 (HR = 1.23; 95% CI 0.94-1.61) or BRCA2 (HR = 0.88; 95% CI 0.62-1.24) mutation carriers. For BRCA2 mutation carriers, HRs were 0.68 (95% CI 0.40-1.15) and 1.07 (95% CI 0.69-1.64) for RRSO carried out before or after age 45 years, respectively. The HR for BRCA2 mutation carriers decreased with increasing time since RRSO (HR = 0.51; 95% CI 0.26-0.99 for 5 years or longer after RRSO). Estimates for premenopausal women were similar. CONCLUSION: We found no evidence that RRSO reduces breast cancer risk for BRCA1 mutation carriers. A potentially beneficial effect for BRCA2 mutation carriers was observed, particularly after 5 years following RRSO. These results may inform counselling and management of carriers with respect to RRSO.

Published
2020

47. A network analysis to identify mediators of germline-driven differences in breast cancer prognosis

Author

Escala-Garcia, M. (Maria), Abraham, J. (Jean), Andrulis, I. L. (Irene L.), Anton-Culver, H. (Hoda), Arndt, V. (Volker), Ashworth, A. (Alan), Auer, P. L. (Paul L.), Auvinen, P. (Paivi), Beckmann, M. W. (Matthias W.), Beesley, J. (Jonathan), Behrens, S. (Sabine), Benitez, J. (Javier), Bermisheva, M. (Marina), Blomqvist, C. (Carl), Blot, W. (William), Bogdanova, N. V. (Natalia V.), Bojesen, S. E. (Stig E.), Bolla, M. K. (Manjeet K.), Borresen-Dale, A.-L. (Anne-Lise), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Brucker, S. Y. (Sara Y.), Burwinkel, B. (Barbara), Caldas, C. (Carlos), Canzian, F. (Federico), Chang-Claude, J. (Jenny), Chanock, S. J. (Stephen J.), Chin, S.-F. (Suet-Feung), 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.), Dennis, J. (Joe), Devilee, P. (Peter), Dunn, J. A. (Janet A.), Dunning, A. M. (Alison M.), Dwek, M. (Miriam), Earl, H. M. (Helena M.), Eccles, D. M. (Diana M.), Eliassen, A. H. (A. Heather), Ellberg, C. (Carolina), Evans, D. G. (D. Gareth), Fasching, P. A. (Peter A.), Figueroa, J. (Jonine), Flyger, H. (Henrik), Gago-Dominguez, M. (Manuela), Gapstur, S. M. (Susan M.), Garcia-Closas, M. (Montserrat), Garcia-Saenz, J. A. (Jose A.), Gaudet, M. M. (Mia M.), George, A. (Angela), Giles, G. G. (Graham G.), Goldgar, D. E. (David E.), Gonzalez-Neira, A. (Anna), Grip, M. (Mervi), Guenel, P. (Pascal), Guo, Q. (Qi), Haiman, C. A. (Christopher A.), Hakansson, N. (Niclas), Hamann, U. (Ute), Harrington, P. A. (Patricia A.), Hiller, L. (Louise), Hooning, M. J. (Maartje J.), Hopper, J. L. (John L.), Howell, A. (Anthony), Huang, C.-S. (Chiun-Sheng), Huang, G. (Guanmengqian), Hunter, D. J. (David J.), Jakubowska, A. (Anna), John, E. M. (Esther M.), Kaaks, R. (Rudolf), Kapoor, P. M. (Pooja Middha), Keeman, R. (Renske), Kitahara, C. M. (Cari M.), Koppert, L. B. (Linetta B.), Kraft, P. (Peter), Kristensen, V. N. (Vessela N.), Lambrechts, D. (Diether), Le Marchand, L. (Loic), Lejbkowicz, F. (Flavio), Lindblom, A. (Annika), Lubinski, J. (Jan), Mannermaa, A. (Arto), Manoochehri, M. (Mehdi), Manoukian, S. (Siranoush), Margolin, S. (Sara), Martinez, M. E. (Maria Elena), Maurer, T. (Tabea), Mavroudis, D. (Dimitrios), Meindl, A. (Alfons), Milne, R. L. (Roger L.), Mulligan, A. M. (Anna Marie), Neuhausen, S. L. (Susan L.), Nevanlinna, H. (Heli), Newman, W. G. (William G.), Olshan, A. F. (Andrew F.), Olson, J. E. (Janet E.), Olsson, H. (Hakan), Orr, N. (Nick), Peterlongo, P. (Paolo), Petridis, C. (Christos), Prentice, R. L. (Ross L.), Presneau, N. (Nadege), Punie, K. (Kevin), Ramachandran, D. (Dhanya), Rennert, G. (Gad), Romero, A. (Atocha), Sachchithananthan, M. (Mythily), Saloustros, E. (Emmanouil), Sawyer, E. J. (Elinor J.), Schmutzler, R. K. (Rita K.), Schwentner, L. (Lukas), Scott, C. (Christopher), Simard, J. (Jacques), Sohn, C. (Christof), Southey, M. C. (Melissa C.), Swerdlow, A. J. (Anthony J.), Tamimi, R. M. (Rulla M.), Tapper, W. J. (William J.), Teixeira, M. R. (Manuel R.), Terry, M. B. (Mary Beth), Thorne, H. (Heather), Tollenaar, R. A. (Rob A. E. M.), Tomlinson, I. (Ian), Troester, M. A. (Melissa A.), Truong, T. (Therese), Turnbull, C. (Clare), Vachon, C. M. (Celine M.), van der Kolk, L. E. (Lizet E.), Wang, Q. (Qin), Winqvist, R. (Robert), Wolk, A. (Alicja), Yang, X. R. (Xiaohong R.), Ziogas, A. (Argyrios), Pharoah, P. D. (Paul D. P.), Hall, P. (Per), Wessels, L. F. (Lodewyk F. A.), Chenevix-Trench, G. (Georgia), Bader, G. D. (Gary D.), Doerk, T. (Thilo), Easton, D. F. (Douglas F.), Canisius, S. (Sander), Schmidt, M. K. (Marjanka K.), Escala-Garcia, M. (Maria), Abraham, J. (Jean), Andrulis, I. L. (Irene L.), Anton-Culver, H. (Hoda), Arndt, V. (Volker), Ashworth, A. (Alan), Auer, P. L. (Paul L.), Auvinen, P. (Paivi), Beckmann, M. W. (Matthias W.), Beesley, J. (Jonathan), Behrens, S. (Sabine), Benitez, J. (Javier), Bermisheva, M. (Marina), Blomqvist, C. (Carl), Blot, W. (William), Bogdanova, N. V. (Natalia V.), Bojesen, S. E. (Stig E.), Bolla, M. K. (Manjeet K.), Borresen-Dale, A.-L. (Anne-Lise), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Brucker, S. Y. (Sara Y.), Burwinkel, B. (Barbara), Caldas, C. (Carlos), Canzian, F. (Federico), Chang-Claude, J. (Jenny), Chanock, S. J. (Stephen J.), Chin, S.-F. (Suet-Feung), 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.), Dennis, J. (Joe), Devilee, P. (Peter), Dunn, J. A. (Janet A.), Dunning, A. M. (Alison M.), Dwek, M. (Miriam), Earl, H. M. (Helena M.), Eccles, D. M. (Diana M.), Eliassen, A. H. (A. Heather), Ellberg, C. (Carolina), Evans, D. G. (D. Gareth), Fasching, P. A. (Peter A.), Figueroa, J. (Jonine), Flyger, H. (Henrik), Gago-Dominguez, M. (Manuela), Gapstur, S. M. (Susan M.), Garcia-Closas, M. (Montserrat), Garcia-Saenz, J. A. (Jose A.), Gaudet, M. M. (Mia M.), George, A. (Angela), Giles, G. G. (Graham G.), Goldgar, D. E. (David E.), Gonzalez-Neira, A. (Anna), Grip, M. (Mervi), Guenel, P. (Pascal), Guo, Q. (Qi), Haiman, C. A. (Christopher A.), Hakansson, N. (Niclas), Hamann, U. (Ute), Harrington, P. A. (Patricia A.), Hiller, L. (Louise), Hooning, M. J. (Maartje J.), Hopper, J. L. (John L.), Howell, A. (Anthony), Huang, C.-S. (Chiun-Sheng), Huang, G. (Guanmengqian), Hunter, D. J. (David J.), Jakubowska, A. (Anna), John, E. M. (Esther M.), Kaaks, R. (Rudolf), Kapoor, P. M. (Pooja Middha), Keeman, R. (Renske), Kitahara, C. M. (Cari M.), Koppert, L. B. (Linetta B.), Kraft, P. (Peter), Kristensen, V. N. (Vessela N.), Lambrechts, D. (Diether), Le Marchand, L. (Loic), Lejbkowicz, F. (Flavio), Lindblom, A. (Annika), Lubinski, J. (Jan), Mannermaa, A. (Arto), Manoochehri, M. (Mehdi), Manoukian, S. (Siranoush), Margolin, S. (Sara), Martinez, M. E. (Maria Elena), Maurer, T. (Tabea), Mavroudis, D. (Dimitrios), Meindl, A. (Alfons), Milne, R. L. (Roger L.), Mulligan, A. M. (Anna Marie), Neuhausen, S. L. (Susan L.), Nevanlinna, H. (Heli), Newman, W. G. (William G.), Olshan, A. F. (Andrew F.), Olson, J. E. (Janet E.), Olsson, H. (Hakan), Orr, N. (Nick), Peterlongo, P. (Paolo), Petridis, C. (Christos), Prentice, R. L. (Ross L.), Presneau, N. (Nadege), Punie, K. (Kevin), Ramachandran, D. (Dhanya), Rennert, G. (Gad), Romero, A. (Atocha), Sachchithananthan, M. (Mythily), Saloustros, E. (Emmanouil), Sawyer, E. J. (Elinor J.), Schmutzler, R. K. (Rita K.), Schwentner, L. (Lukas), Scott, C. (Christopher), Simard, J. (Jacques), Sohn, C. (Christof), Southey, M. C. (Melissa C.), Swerdlow, A. J. (Anthony J.), Tamimi, R. M. (Rulla M.), Tapper, W. J. (William J.), Teixeira, M. R. (Manuel R.), Terry, M. B. (Mary Beth), Thorne, H. (Heather), Tollenaar, R. A. (Rob A. E. M.), Tomlinson, I. (Ian), Troester, M. A. (Melissa A.), Truong, T. (Therese), Turnbull, C. (Clare), Vachon, C. M. (Celine M.), van der Kolk, L. E. (Lizet E.), Wang, Q. (Qin), Winqvist, R. (Robert), Wolk, A. (Alicja), Yang, X. R. (Xiaohong R.), Ziogas, A. (Argyrios), Pharoah, P. D. (Paul D. P.), Hall, P. (Per), Wessels, L. F. (Lodewyk F. A.), Chenevix-Trench, G. (Georgia), Bader, G. D. (Gary D.), Doerk, T. (Thilo), Easton, D. F. (Douglas F.), Canisius, S. (Sander), and Schmidt, M. K. (Marjanka K.)

Abstract

Identifying the underlying genetic drivers of the heritability of breast cancer prognosis remains elusive. We adapt a network-based approach to handle underpowered complex datasets to provide new insights into the potential function of germline variants in breast cancer prognosis. This network-based analysis studies ~7.3 million variants in 84,457 breast cancer patients in relation to breast cancer survival and confirms the results on 12,381 independent patients. Aggregating the prognostic effects of genetic variants across multiple genes, we identify four gene modules associated with survival in estrogen receptor (ER)-negative and one in ER-positive disease. The modules show biological enrichment for cancer-related processes such as G-alpha signaling, circadian clock, angiogenesis, and Rho-GTPases in apoptosis.

Published
2020

49. Targeted prostate cancer screening in men with mutations in BRCA1 and BRCA2 detects aggressive prostate cancer: preliminary analysis of the results of the IMPACT study

Author

Mitra, Anita V., Bancroft, Elizabeth K., Barbachano, Yolanda, Page, Elizabeth C., Foster, C. S., Jameson, C., Mitchell, G., Lindeman, G. J., Stapleton, A., Suthers, G., Evans, D. G., Cruger, D., Blanco, I., Mercer, C., Kirk, J., Maehle, L., Hodgson, S., Walker, L., Izatt, L., Douglas, F., Tucker, K., Dorkins, H., Clowes, V., Male, A., Donaldson, A., Brewer, C., Doherty, R., Bulman, B., Osther, P. J., Salinas, M., Eccles, D., Axcrona, K., Jobson, I., Newcombe, B., Cybulski, C., Rubinstein, W. S., Buys, S., Townshend, S., Friedman, E., Domchek, S., Ramon y Cajal, T., Spigelman, A., Teo, S. H., Nicolai, N., Aaronson, N., Ardern-Jones, A., Bangma, C., Dearnaley, D., Eyfjord, J., Falconer, A., Grönberg, H., Hamdy, F., Johannsson, O., Khoo, V., Kote-Jarai, Z., Lilja, H., Lubinski, J., Melia, J., Moynihan, C., Peock, S., Rennert, G., Schröder, F., Sibley, P., Suri, M., Wilson, P., Bignon, Y. J., Strom, S., Tischkowitz, M., Liljegren, A., Ilencikova, D., Abele, A., Kyriacou, K., van Asperen, C., Kiemeney, L., Easton, D. F., and Eeles, Rosalind A.

Published
2011
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