Author: "Newman, William G" / Publisher: uppsala universitet, medicinsk epidemiologi - Searchworks@Jio Institute Digital Library Search Results

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37 results on '"Newman, William G"'

1. A Likelihood Ratio Approach for Utilizing Case-Control Data in the Clinical Classification of Rare Sequence Variants : Application to BRCA1 and BRCA2

Author: Zanti, Maria, O'Mahony, Denise G., Parsons, Michael T., Li, Hongyan, Dennis, Joe, Aittomakkiki, Kristiina, Andrulis, Irene L., Anton-Culver, Hoda, Aronson, Kristan J., Augustinsson, Annelie, Becher, Heiko, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Brown, Melissa A., Buys, Saundra S., Canzian, Federico, Caputo, Sandrine M., Castelao, Jose E., Chang-Claude, Jenny, Czene, Kamila, Daly, Mary B., De Nicolo, Arcangela, Devilee, Peter, Dork, Thilo, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Gago-Dominguez, Manuela, Garcia-Closas, Montserrat, Garcia-Saenz, Jose A., Gentry-Maharaj, Aleksandra, Geurts-Giele, Willemina R. R., Giles, Graham G., Glendon, Gord, Goldberg, Mark S., Garcia, Encarna B. Gomez, Guendert, Melanie, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hall, Per, Hamann, Ute, Harkness, Elaine F., Hogervorst, Frans B. L., Hollestelle, Antoinette, Hoppe, Reiner, Hopper, John L., Houdayer, Claude, Houlston, Richard S., Howell, Anthony, Investigators, Abctb, Jakimovska, Milena, Jakubowska, Anna, Jernstrom, Helena, John, Esther M., Kaaks, Rudolf, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Lacey, James, V, Lambrechts, Diether, Leone, Melanie, Lindblom, Annika, Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Manoukian, Siranoush, Margolin, Sara, Martinez, Maria Elena, Menon, Usha, Milne, Roger L., Monteiro, Alvaro N., Murphy, Rachel A., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Offit, Kenneth, Park, Sue K., James, Paul, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Punie, Kevin, Radice, Paolo, Rashid, Muhammad U., Rennert, Gad, Romero, Atocha, Rosenberg, Efraim H., Saloustros, Emmanouil, Sandler, Dale P., Schmidt, Marjanka K., Schmutzler, Rita K., Shu, Xiao-Ou, Simard, Jacques, Southey, Melissa C., Stone, Jennifer, Stoppa-Lyonnet, Dominique, Tamimi, Rulla M., Tapper, William J., Taylor, Jack A., Teo, Soo Hwang, Teras, Lauren R., Terry, Mary Beth, Thomassen, Mads, Troester, Melissa A., Vachon, Celine M., Vega, Ana, Vreeswijk, Maaike P. G., Wang, Qin, Wappenschmidt, Barbara, Weinberg, Clarice R., Wolk, Alicja, Zheng, Wei, Feng, Bingjian, Couch, Fergus J., Spurdle, Amanda B., Easton, Douglas F., Goldgar, David E., Michailidou, Kyriaki, Zanti, Maria, O'Mahony, Denise G., Parsons, Michael T., Li, Hongyan, Dennis, Joe, Aittomakkiki, Kristiina, Andrulis, Irene L., Anton-Culver, Hoda, Aronson, Kristan J., Augustinsson, Annelie, Becher, Heiko, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Brown, Melissa A., Buys, Saundra S., Canzian, Federico, Caputo, Sandrine M., Castelao, Jose E., Chang-Claude, Jenny, Czene, Kamila, Daly, Mary B., De Nicolo, Arcangela, Devilee, Peter, Dork, Thilo, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Gago-Dominguez, Manuela, Garcia-Closas, Montserrat, Garcia-Saenz, Jose A., Gentry-Maharaj, Aleksandra, Geurts-Giele, Willemina R. R., Giles, Graham G., Glendon, Gord, Goldberg, Mark S., Garcia, Encarna B. Gomez, Guendert, Melanie, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hall, Per, Hamann, Ute, Harkness, Elaine F., Hogervorst, Frans B. L., Hollestelle, Antoinette, Hoppe, Reiner, Hopper, John L., Houdayer, Claude, Houlston, Richard S., Howell, Anthony, Investigators, Abctb, Jakimovska, Milena, Jakubowska, Anna, Jernstrom, Helena, John, Esther M., Kaaks, Rudolf, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Lacey, James, V, Lambrechts, Diether, Leone, Melanie, Lindblom, Annika, Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Manoukian, Siranoush, Margolin, Sara, Martinez, Maria Elena, Menon, Usha, Milne, Roger L., Monteiro, Alvaro N., Murphy, Rachel A., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Offit, Kenneth, Park, Sue K., James, Paul, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Punie, Kevin, Radice, Paolo, Rashid, Muhammad U., Rennert, Gad, Romero, Atocha, Rosenberg, Efraim H., Saloustros, Emmanouil, Sandler, Dale P., Schmidt, Marjanka K., Schmutzler, Rita K., Shu, Xiao-Ou, Simard, Jacques, Southey, Melissa C., Stone, Jennifer, Stoppa-Lyonnet, Dominique, Tamimi, Rulla M., Tapper, William J., Taylor, Jack A., Teo, Soo Hwang, Teras, Lauren R., Terry, Mary Beth, Thomassen, Mads, Troester, Melissa A., Vachon, Celine M., Vega, Ana, Vreeswijk, Maaike P. G., Wang, Qin, Wappenschmidt, Barbara, Weinberg, Clarice R., Wolk, Alicja, Zheng, Wei, Feng, Bingjian, Couch, Fergus J., Spurdle, Amanda B., Easton, Douglas F., Goldgar, David E., and Michailidou, Kyriaki
Abstract: A large number of variants identified through clinical genetic testing in disease susceptibility genes are of uncertain significance (VUS). Following the recommendations of the American College of Medical Genetics and Genomics (ACMG) and Association for Molecular Pathology (AMP), the frequency in case-control datasets (PS4 criterion) can inform their interpretation. We present a novel case-control likelihood ratio-based method that incorporates gene-specific age-related penetrance. We demonstrate the utility of this method in the analysis of simulated and real datasets. In the analysis of simulated data, the likelihood ratio method was more powerful compared to other methods. Likelihood ratios were calculated for a case-control dataset of BRCA1 and BRCA2 variants from the Breast Cancer Association Consortium (BCAC) and compared with logistic regression results. A larger number of variants reached evidence in favor of pathogenicity, and a substantial number of variants had evidence against pathogenicity-findings that would not have been reached using other case-control analysis methods. Our novel method provides greater power to classify rare variants compared with classical case-control methods. As an initiative from the ENIGMA Analytical Working Group, we provide user-friendly scripts and preformatted Excel calculators for implementation of the method for rare variants in BRCA1, BRCA2, and other high-risk genes with known penetrance.
Published: 2023
Full Text: View/download PDF

2. A Likelihood Ratio Approach for Utilizing Case-Control Data in the Clinical Classification of Rare Sequence Variants : Application to BRCA1 and BRCA2

Author: Zanti, Maria, O'Mahony, Denise G., Parsons, Michael T., Li, Hongyan, Dennis, Joe, Aittomakkiki, Kristiina, Andrulis, Irene L., Anton-Culver, Hoda, Aronson, Kristan J., Augustinsson, Annelie, Becher, Heiko, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Brown, Melissa A., Buys, Saundra S., Canzian, Federico, Caputo, Sandrine M., Castelao, Jose E., Chang-Claude, Jenny, Czene, Kamila, Daly, Mary B., De Nicolo, Arcangela, Devilee, Peter, Dork, Thilo, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Gago-Dominguez, Manuela, Garcia-Closas, Montserrat, Garcia-Saenz, Jose A., Gentry-Maharaj, Aleksandra, Geurts-Giele, Willemina R. R., Giles, Graham G., Glendon, Gord, Goldberg, Mark S., Garcia, Encarna B. Gomez, Guendert, Melanie, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hall, Per, Hamann, Ute, Harkness, Elaine F., Hogervorst, Frans B. L., Hollestelle, Antoinette, Hoppe, Reiner, Hopper, John L., Houdayer, Claude, Houlston, Richard S., Howell, Anthony, Investigators, Abctb, Jakimovska, Milena, Jakubowska, Anna, Jernstrom, Helena, John, Esther M., Kaaks, Rudolf, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Lacey, James, V, Lambrechts, Diether, Leone, Melanie, Lindblom, Annika, Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Manoukian, Siranoush, Margolin, Sara, Martinez, Maria Elena, Menon, Usha, Milne, Roger L., Monteiro, Alvaro N., Murphy, Rachel A., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Offit, Kenneth, Park, Sue K., James, Paul, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Punie, Kevin, Radice, Paolo, Rashid, Muhammad U., Rennert, Gad, Romero, Atocha, Rosenberg, Efraim H., Saloustros, Emmanouil, Sandler, Dale P., Schmidt, Marjanka K., Schmutzler, Rita K., Shu, Xiao-Ou, Simard, Jacques, Southey, Melissa C., Stone, Jennifer, Stoppa-Lyonnet, Dominique, Tamimi, Rulla M., Tapper, William J., Taylor, Jack A., Teo, Soo Hwang, Teras, Lauren R., Terry, Mary Beth, Thomassen, Mads, Troester, Melissa A., Vachon, Celine M., Vega, Ana, Vreeswijk, Maaike P. G., Wang, Qin, Wappenschmidt, Barbara, Weinberg, Clarice R., Wolk, Alicja, Zheng, Wei, Feng, Bingjian, Couch, Fergus J., Spurdle, Amanda B., Easton, Douglas F., Goldgar, David E., Michailidou, Kyriaki, Zanti, Maria, O'Mahony, Denise G., Parsons, Michael T., Li, Hongyan, Dennis, Joe, Aittomakkiki, Kristiina, Andrulis, Irene L., Anton-Culver, Hoda, Aronson, Kristan J., Augustinsson, Annelie, Becher, Heiko, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Brown, Melissa A., Buys, Saundra S., Canzian, Federico, Caputo, Sandrine M., Castelao, Jose E., Chang-Claude, Jenny, Czene, Kamila, Daly, Mary B., De Nicolo, Arcangela, Devilee, Peter, Dork, Thilo, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Gago-Dominguez, Manuela, Garcia-Closas, Montserrat, Garcia-Saenz, Jose A., Gentry-Maharaj, Aleksandra, Geurts-Giele, Willemina R. R., Giles, Graham G., Glendon, Gord, Goldberg, Mark S., Garcia, Encarna B. Gomez, Guendert, Melanie, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hall, Per, Hamann, Ute, Harkness, Elaine F., Hogervorst, Frans B. L., Hollestelle, Antoinette, Hoppe, Reiner, Hopper, John L., Houdayer, Claude, Houlston, Richard S., Howell, Anthony, Investigators, Abctb, Jakimovska, Milena, Jakubowska, Anna, Jernstrom, Helena, John, Esther M., Kaaks, Rudolf, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Lacey, James, V, Lambrechts, Diether, Leone, Melanie, Lindblom, Annika, Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Manoukian, Siranoush, Margolin, Sara, Martinez, Maria Elena, Menon, Usha, Milne, Roger L., Monteiro, Alvaro N., Murphy, Rachel A., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Offit, Kenneth, Park, Sue K., James, Paul, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Punie, Kevin, Radice, Paolo, Rashid, Muhammad U., Rennert, Gad, Romero, Atocha, Rosenberg, Efraim H., Saloustros, Emmanouil, Sandler, Dale P., Schmidt, Marjanka K., Schmutzler, Rita K., Shu, Xiao-Ou, Simard, Jacques, Southey, Melissa C., Stone, Jennifer, Stoppa-Lyonnet, Dominique, Tamimi, Rulla M., Tapper, William J., Taylor, Jack A., Teo, Soo Hwang, Teras, Lauren R., Terry, Mary Beth, Thomassen, Mads, Troester, Melissa A., Vachon, Celine M., Vega, Ana, Vreeswijk, Maaike P. G., Wang, Qin, Wappenschmidt, Barbara, Weinberg, Clarice R., Wolk, Alicja, Zheng, Wei, Feng, Bingjian, Couch, Fergus J., Spurdle, Amanda B., Easton, Douglas F., Goldgar, David E., and Michailidou, Kyriaki
Abstract: A large number of variants identified through clinical genetic testing in disease susceptibility genes are of uncertain significance (VUS). Following the recommendations of the American College of Medical Genetics and Genomics (ACMG) and Association for Molecular Pathology (AMP), the frequency in case-control datasets (PS4 criterion) can inform their interpretation. We present a novel case-control likelihood ratio-based method that incorporates gene-specific age-related penetrance. We demonstrate the utility of this method in the analysis of simulated and real datasets. In the analysis of simulated data, the likelihood ratio method was more powerful compared to other methods. Likelihood ratios were calculated for a case-control dataset of BRCA1 and BRCA2 variants from the Breast Cancer Association Consortium (BCAC) and compared with logistic regression results. A larger number of variants reached evidence in favor of pathogenicity, and a substantial number of variants had evidence against pathogenicity-findings that would not have been reached using other case-control analysis methods. Our novel method provides greater power to classify rare variants compared with classical case-control methods. As an initiative from the ENIGMA Analytical Working Group, we provide user-friendly scripts and preformatted Excel calculators for implementation of the method for rare variants in BRCA1, BRCA2, and other high-risk genes with known penetrance.
Published: 2023
Full Text: View/download PDF

3. A Likelihood Ratio Approach for Utilizing Case-Control Data in the Clinical Classification of Rare Sequence Variants : Application to BRCA1 and BRCA2

Author: Zanti, Maria, O'Mahony, Denise G., Parsons, Michael T., Li, Hongyan, Dennis, Joe, Aittomakkiki, Kristiina, Andrulis, Irene L., Anton-Culver, Hoda, Aronson, Kristan J., Augustinsson, Annelie, Becher, Heiko, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Brown, Melissa A., Buys, Saundra S., Canzian, Federico, Caputo, Sandrine M., Castelao, Jose E., Chang-Claude, Jenny, Czene, Kamila, Daly, Mary B., De Nicolo, Arcangela, Devilee, Peter, Dork, Thilo, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Gago-Dominguez, Manuela, Garcia-Closas, Montserrat, Garcia-Saenz, Jose A., Gentry-Maharaj, Aleksandra, Geurts-Giele, Willemina R. R., Giles, Graham G., Glendon, Gord, Goldberg, Mark S., Garcia, Encarna B. Gomez, Guendert, Melanie, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hall, Per, Hamann, Ute, Harkness, Elaine F., Hogervorst, Frans B. L., Hollestelle, Antoinette, Hoppe, Reiner, Hopper, John L., Houdayer, Claude, Houlston, Richard S., Howell, Anthony, Investigators, Abctb, Jakimovska, Milena, Jakubowska, Anna, Jernstrom, Helena, John, Esther M., Kaaks, Rudolf, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Lacey, James, V, Lambrechts, Diether, Leone, Melanie, Lindblom, Annika, Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Manoukian, Siranoush, Margolin, Sara, Martinez, Maria Elena, Menon, Usha, Milne, Roger L., Monteiro, Alvaro N., Murphy, Rachel A., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Offit, Kenneth, Park, Sue K., James, Paul, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Punie, Kevin, Radice, Paolo, Rashid, Muhammad U., Rennert, Gad, Romero, Atocha, Rosenberg, Efraim H., Saloustros, Emmanouil, Sandler, Dale P., Schmidt, Marjanka K., Schmutzler, Rita K., Shu, Xiao-Ou, Simard, Jacques, Southey, Melissa C., Stone, Jennifer, Stoppa-Lyonnet, Dominique, Tamimi, Rulla M., Tapper, William J., Taylor, Jack A., Teo, Soo Hwang, Teras, Lauren R., Terry, Mary Beth, Thomassen, Mads, Troester, Melissa A., Vachon, Celine M., Vega, Ana, Vreeswijk, Maaike P. G., Wang, Qin, Wappenschmidt, Barbara, Weinberg, Clarice R., Wolk, Alicja, Zheng, Wei, Feng, Bingjian, Couch, Fergus J., Spurdle, Amanda B., Easton, Douglas F., Goldgar, David E., Michailidou, Kyriaki, Zanti, Maria, O'Mahony, Denise G., Parsons, Michael T., Li, Hongyan, Dennis, Joe, Aittomakkiki, Kristiina, Andrulis, Irene L., Anton-Culver, Hoda, Aronson, Kristan J., Augustinsson, Annelie, Becher, Heiko, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Brown, Melissa A., Buys, Saundra S., Canzian, Federico, Caputo, Sandrine M., Castelao, Jose E., Chang-Claude, Jenny, Czene, Kamila, Daly, Mary B., De Nicolo, Arcangela, Devilee, Peter, Dork, Thilo, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Gago-Dominguez, Manuela, Garcia-Closas, Montserrat, Garcia-Saenz, Jose A., Gentry-Maharaj, Aleksandra, Geurts-Giele, Willemina R. R., Giles, Graham G., Glendon, Gord, Goldberg, Mark S., Garcia, Encarna B. Gomez, Guendert, Melanie, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hall, Per, Hamann, Ute, Harkness, Elaine F., Hogervorst, Frans B. L., Hollestelle, Antoinette, Hoppe, Reiner, Hopper, John L., Houdayer, Claude, Houlston, Richard S., Howell, Anthony, Investigators, Abctb, Jakimovska, Milena, Jakubowska, Anna, Jernstrom, Helena, John, Esther M., Kaaks, Rudolf, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Lacey, James, V, Lambrechts, Diether, Leone, Melanie, Lindblom, Annika, Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Manoukian, Siranoush, Margolin, Sara, Martinez, Maria Elena, Menon, Usha, Milne, Roger L., Monteiro, Alvaro N., Murphy, Rachel A., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Offit, Kenneth, Park, Sue K., James, Paul, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Punie, Kevin, Radice, Paolo, Rashid, Muhammad U., Rennert, Gad, Romero, Atocha, Rosenberg, Efraim H., Saloustros, Emmanouil, Sandler, Dale P., Schmidt, Marjanka K., Schmutzler, Rita K., Shu, Xiao-Ou, Simard, Jacques, Southey, Melissa C., Stone, Jennifer, Stoppa-Lyonnet, Dominique, Tamimi, Rulla M., Tapper, William J., Taylor, Jack A., Teo, Soo Hwang, Teras, Lauren R., Terry, Mary Beth, Thomassen, Mads, Troester, Melissa A., Vachon, Celine M., Vega, Ana, Vreeswijk, Maaike P. G., Wang, Qin, Wappenschmidt, Barbara, Weinberg, Clarice R., Wolk, Alicja, Zheng, Wei, Feng, Bingjian, Couch, Fergus J., Spurdle, Amanda B., Easton, Douglas F., Goldgar, David E., and Michailidou, Kyriaki
Abstract: A large number of variants identified through clinical genetic testing in disease susceptibility genes are of uncertain significance (VUS). Following the recommendations of the American College of Medical Genetics and Genomics (ACMG) and Association for Molecular Pathology (AMP), the frequency in case-control datasets (PS4 criterion) can inform their interpretation. We present a novel case-control likelihood ratio-based method that incorporates gene-specific age-related penetrance. We demonstrate the utility of this method in the analysis of simulated and real datasets. In the analysis of simulated data, the likelihood ratio method was more powerful compared to other methods. Likelihood ratios were calculated for a case-control dataset of BRCA1 and BRCA2 variants from the Breast Cancer Association Consortium (BCAC) and compared with logistic regression results. A larger number of variants reached evidence in favor of pathogenicity, and a substantial number of variants had evidence against pathogenicity-findings that would not have been reached using other case-control analysis methods. Our novel method provides greater power to classify rare variants compared with classical case-control methods. As an initiative from the ENIGMA Analytical Working Group, we provide user-friendly scripts and preformatted Excel calculators for implementation of the method for rare variants in BRCA1, BRCA2, and other high-risk genes with known penetrance.
Published: 2023
Full Text: View/download PDF

4. A Likelihood Ratio Approach for Utilizing Case-Control Data in the Clinical Classification of Rare Sequence Variants : Application to BRCA1 and BRCA2

Author: Zanti, Maria, O'Mahony, Denise G., Parsons, Michael T., Li, Hongyan, Dennis, Joe, Aittomakkiki, Kristiina, Andrulis, Irene L., Anton-Culver, Hoda, Aronson, Kristan J., Augustinsson, Annelie, Becher, Heiko, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Brown, Melissa A., Buys, Saundra S., Canzian, Federico, Caputo, Sandrine M., Castelao, Jose E., Chang-Claude, Jenny, Czene, Kamila, Daly, Mary B., De Nicolo, Arcangela, Devilee, Peter, Dork, Thilo, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Gago-Dominguez, Manuela, Garcia-Closas, Montserrat, Garcia-Saenz, Jose A., Gentry-Maharaj, Aleksandra, Geurts-Giele, Willemina R. R., Giles, Graham G., Glendon, Gord, Goldberg, Mark S., Garcia, Encarna B. Gomez, Guendert, Melanie, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hall, Per, Hamann, Ute, Harkness, Elaine F., Hogervorst, Frans B. L., Hollestelle, Antoinette, Hoppe, Reiner, Hopper, John L., Houdayer, Claude, Houlston, Richard S., Howell, Anthony, Investigators, Abctb, Jakimovska, Milena, Jakubowska, Anna, Jernstrom, Helena, John, Esther M., Kaaks, Rudolf, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Lacey, James, V, Lambrechts, Diether, Leone, Melanie, Lindblom, Annika, Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Manoukian, Siranoush, Margolin, Sara, Martinez, Maria Elena, Menon, Usha, Milne, Roger L., Monteiro, Alvaro N., Murphy, Rachel A., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Offit, Kenneth, Park, Sue K., James, Paul, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Punie, Kevin, Radice, Paolo, Rashid, Muhammad U., Rennert, Gad, Romero, Atocha, Rosenberg, Efraim H., Saloustros, Emmanouil, Sandler, Dale P., Schmidt, Marjanka K., Schmutzler, Rita K., Shu, Xiao-Ou, Simard, Jacques, Southey, Melissa C., Stone, Jennifer, Stoppa-Lyonnet, Dominique, Tamimi, Rulla M., Tapper, William J., Taylor, Jack A., Teo, Soo Hwang, Teras, Lauren R., Terry, Mary Beth, Thomassen, Mads, Troester, Melissa A., Vachon, Celine M., Vega, Ana, Vreeswijk, Maaike P. G., Wang, Qin, Wappenschmidt, Barbara, Weinberg, Clarice R., Wolk, Alicja, Zheng, Wei, Feng, Bingjian, Couch, Fergus J., Spurdle, Amanda B., Easton, Douglas F., Goldgar, David E., Michailidou, Kyriaki, Zanti, Maria, O'Mahony, Denise G., Parsons, Michael T., Li, Hongyan, Dennis, Joe, Aittomakkiki, Kristiina, Andrulis, Irene L., Anton-Culver, Hoda, Aronson, Kristan J., Augustinsson, Annelie, Becher, Heiko, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Brown, Melissa A., Buys, Saundra S., Canzian, Federico, Caputo, Sandrine M., Castelao, Jose E., Chang-Claude, Jenny, Czene, Kamila, Daly, Mary B., De Nicolo, Arcangela, Devilee, Peter, Dork, Thilo, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Gago-Dominguez, Manuela, Garcia-Closas, Montserrat, Garcia-Saenz, Jose A., Gentry-Maharaj, Aleksandra, Geurts-Giele, Willemina R. R., Giles, Graham G., Glendon, Gord, Goldberg, Mark S., Garcia, Encarna B. Gomez, Guendert, Melanie, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hall, Per, Hamann, Ute, Harkness, Elaine F., Hogervorst, Frans B. L., Hollestelle, Antoinette, Hoppe, Reiner, Hopper, John L., Houdayer, Claude, Houlston, Richard S., Howell, Anthony, Investigators, Abctb, Jakimovska, Milena, Jakubowska, Anna, Jernstrom, Helena, John, Esther M., Kaaks, Rudolf, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Lacey, James, V, Lambrechts, Diether, Leone, Melanie, Lindblom, Annika, Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Manoukian, Siranoush, Margolin, Sara, Martinez, Maria Elena, Menon, Usha, Milne, Roger L., Monteiro, Alvaro N., Murphy, Rachel A., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Offit, Kenneth, Park, Sue K., James, Paul, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Punie, Kevin, Radice, Paolo, Rashid, Muhammad U., Rennert, Gad, Romero, Atocha, Rosenberg, Efraim H., Saloustros, Emmanouil, Sandler, Dale P., Schmidt, Marjanka K., Schmutzler, Rita K., Shu, Xiao-Ou, Simard, Jacques, Southey, Melissa C., Stone, Jennifer, Stoppa-Lyonnet, Dominique, Tamimi, Rulla M., Tapper, William J., Taylor, Jack A., Teo, Soo Hwang, Teras, Lauren R., Terry, Mary Beth, Thomassen, Mads, Troester, Melissa A., Vachon, Celine M., Vega, Ana, Vreeswijk, Maaike P. G., Wang, Qin, Wappenschmidt, Barbara, Weinberg, Clarice R., Wolk, Alicja, Zheng, Wei, Feng, Bingjian, Couch, Fergus J., Spurdle, Amanda B., Easton, Douglas F., Goldgar, David E., and Michailidou, Kyriaki
Abstract: A large number of variants identified through clinical genetic testing in disease susceptibility genes are of uncertain significance (VUS). Following the recommendations of the American College of Medical Genetics and Genomics (ACMG) and Association for Molecular Pathology (AMP), the frequency in case-control datasets (PS4 criterion) can inform their interpretation. We present a novel case-control likelihood ratio-based method that incorporates gene-specific age-related penetrance. We demonstrate the utility of this method in the analysis of simulated and real datasets. In the analysis of simulated data, the likelihood ratio method was more powerful compared to other methods. Likelihood ratios were calculated for a case-control dataset of BRCA1 and BRCA2 variants from the Breast Cancer Association Consortium (BCAC) and compared with logistic regression results. A larger number of variants reached evidence in favor of pathogenicity, and a substantial number of variants had evidence against pathogenicity-findings that would not have been reached using other case-control analysis methods. Our novel method provides greater power to classify rare variants compared with classical case-control methods. As an initiative from the ENIGMA Analytical Working Group, we provide user-friendly scripts and preformatted Excel calculators for implementation of the method for rare variants in BRCA1, BRCA2, and other high-risk genes with known penetrance.
Published: 2023
Full Text: View/download PDF

5. A Likelihood Ratio Approach for Utilizing Case-Control Data in the Clinical Classification of Rare Sequence Variants : Application to BRCA1 and BRCA2

Author: Zanti, Maria, O'Mahony, Denise G., Parsons, Michael T., Li, Hongyan, Dennis, Joe, Aittomakkiki, Kristiina, Andrulis, Irene L., Anton-Culver, Hoda, Aronson, Kristan J., Augustinsson, Annelie, Becher, Heiko, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Brown, Melissa A., Buys, Saundra S., Canzian, Federico, Caputo, Sandrine M., Castelao, Jose E., Chang-Claude, Jenny, Czene, Kamila, Daly, Mary B., De Nicolo, Arcangela, Devilee, Peter, Dork, Thilo, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Gago-Dominguez, Manuela, Garcia-Closas, Montserrat, Garcia-Saenz, Jose A., Gentry-Maharaj, Aleksandra, Geurts-Giele, Willemina R. R., Giles, Graham G., Glendon, Gord, Goldberg, Mark S., Garcia, Encarna B. Gomez, Guendert, Melanie, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hall, Per, Hamann, Ute, Harkness, Elaine F., Hogervorst, Frans B. L., Hollestelle, Antoinette, Hoppe, Reiner, Hopper, John L., Houdayer, Claude, Houlston, Richard S., Howell, Anthony, Investigators, Abctb, Jakimovska, Milena, Jakubowska, Anna, Jernstrom, Helena, John, Esther M., Kaaks, Rudolf, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Lacey, James, V, Lambrechts, Diether, Leone, Melanie, Lindblom, Annika, Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Manoukian, Siranoush, Margolin, Sara, Martinez, Maria Elena, Menon, Usha, Milne, Roger L., Monteiro, Alvaro N., Murphy, Rachel A., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Offit, Kenneth, Park, Sue K., James, Paul, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Punie, Kevin, Radice, Paolo, Rashid, Muhammad U., Rennert, Gad, Romero, Atocha, Rosenberg, Efraim H., Saloustros, Emmanouil, Sandler, Dale P., Schmidt, Marjanka K., Schmutzler, Rita K., Shu, Xiao-Ou, Simard, Jacques, Southey, Melissa C., Stone, Jennifer, Stoppa-Lyonnet, Dominique, Tamimi, Rulla M., Tapper, William J., Taylor, Jack A., Teo, Soo Hwang, Teras, Lauren R., Terry, Mary Beth, Thomassen, Mads, Troester, Melissa A., Vachon, Celine M., Vega, Ana, Vreeswijk, Maaike P. G., Wang, Qin, Wappenschmidt, Barbara, Weinberg, Clarice R., Wolk, Alicja, Zheng, Wei, Feng, Bingjian, Couch, Fergus J., Spurdle, Amanda B., Easton, Douglas F., Goldgar, David E., Michailidou, Kyriaki, Zanti, Maria, O'Mahony, Denise G., Parsons, Michael T., Li, Hongyan, Dennis, Joe, Aittomakkiki, Kristiina, Andrulis, Irene L., Anton-Culver, Hoda, Aronson, Kristan J., Augustinsson, Annelie, Becher, Heiko, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Brown, Melissa A., Buys, Saundra S., Canzian, Federico, Caputo, Sandrine M., Castelao, Jose E., Chang-Claude, Jenny, Czene, Kamila, Daly, Mary B., De Nicolo, Arcangela, Devilee, Peter, Dork, Thilo, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Gago-Dominguez, Manuela, Garcia-Closas, Montserrat, Garcia-Saenz, Jose A., Gentry-Maharaj, Aleksandra, Geurts-Giele, Willemina R. R., Giles, Graham G., Glendon, Gord, Goldberg, Mark S., Garcia, Encarna B. Gomez, Guendert, Melanie, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hall, Per, Hamann, Ute, Harkness, Elaine F., Hogervorst, Frans B. L., Hollestelle, Antoinette, Hoppe, Reiner, Hopper, John L., Houdayer, Claude, Houlston, Richard S., Howell, Anthony, Investigators, Abctb, Jakimovska, Milena, Jakubowska, Anna, Jernstrom, Helena, John, Esther M., Kaaks, Rudolf, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Lacey, James, V, Lambrechts, Diether, Leone, Melanie, Lindblom, Annika, Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Manoukian, Siranoush, Margolin, Sara, Martinez, Maria Elena, Menon, Usha, Milne, Roger L., Monteiro, Alvaro N., Murphy, Rachel A., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Offit, Kenneth, Park, Sue K., James, Paul, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Punie, Kevin, Radice, Paolo, Rashid, Muhammad U., Rennert, Gad, Romero, Atocha, Rosenberg, Efraim H., Saloustros, Emmanouil, Sandler, Dale P., Schmidt, Marjanka K., Schmutzler, Rita K., Shu, Xiao-Ou, Simard, Jacques, Southey, Melissa C., Stone, Jennifer, Stoppa-Lyonnet, Dominique, Tamimi, Rulla M., Tapper, William J., Taylor, Jack A., Teo, Soo Hwang, Teras, Lauren R., Terry, Mary Beth, Thomassen, Mads, Troester, Melissa A., Vachon, Celine M., Vega, Ana, Vreeswijk, Maaike P. G., Wang, Qin, Wappenschmidt, Barbara, Weinberg, Clarice R., Wolk, Alicja, Zheng, Wei, Feng, Bingjian, Couch, Fergus J., Spurdle, Amanda B., Easton, Douglas F., Goldgar, David E., and Michailidou, Kyriaki
Abstract: A large number of variants identified through clinical genetic testing in disease susceptibility genes are of uncertain significance (VUS). Following the recommendations of the American College of Medical Genetics and Genomics (ACMG) and Association for Molecular Pathology (AMP), the frequency in case-control datasets (PS4 criterion) can inform their interpretation. We present a novel case-control likelihood ratio-based method that incorporates gene-specific age-related penetrance. We demonstrate the utility of this method in the analysis of simulated and real datasets. In the analysis of simulated data, the likelihood ratio method was more powerful compared to other methods. Likelihood ratios were calculated for a case-control dataset of BRCA1 and BRCA2 variants from the Breast Cancer Association Consortium (BCAC) and compared with logistic regression results. A larger number of variants reached evidence in favor of pathogenicity, and a substantial number of variants had evidence against pathogenicity-findings that would not have been reached using other case-control analysis methods. Our novel method provides greater power to classify rare variants compared with classical case-control methods. As an initiative from the ENIGMA Analytical Working Group, we provide user-friendly scripts and preformatted Excel calculators for implementation of the method for rare variants in BRCA1, BRCA2, and other high-risk genes with known penetrance.
Published: 2023
Full Text: View/download PDF

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

Author: Wang, Xiaoliang, Kapoor, Pooja Middha, Auer, Paul L., Dennis, Joe, Dunning, Alison M., Wang, Qin, Lush, Michael, Michailidou, Kyriaki, Bolla, Manjeet K., Aronson, Kristan J., Murphy, Rachel A., Brooks-Wilson, Angela, Lee, Derrick G., Guenel, Pascal, Truong, Therese, Mulot, Claire, Teras, Lauren R., Patel, Alpa, V, Dossus, Laure, Kaaks, Rudolf, Hoppe, Reiner, Bruening, Thomas, Hamann, Ute, Czene, Kamila, Gabrielson, Marike, Hall, Per, Eriksson, Mikael, Jung, Audrey, Becher, Heiko, Couch, Fergus J., Larson, Nicole L., Olson, Janet E., Ruddy, Kathryn J., Giles, Graham G., MacInnis, Robert J., Southey, Melissa C., Le Marchand, Loic, Wilkens, Lynne R., Haiman, Christopher A., Olsson, Hakan, Augustinsson, Annelie, Krueger, Ute, Wagner, Philippe, Scott, Christopher, Winham, Stacey J., Vachon, Celine M., Perou, Charles M., Olshan, Andrew F., Troester, Melissa A., Hunter, David J., Eliassen, Heather A., Tamimi, Rulla M., Brantley, Kristen, Andrulis, Irene L., Figueroa, Jonine, Chanock, Stephen J., Ahearn, Thomas U., Evans, Gareth D., Newman, William G., VanVeen, Elke M., Howell, Anthony, Wolk, Alicja, Hakansson, Niclas, Ziogas, Argyrios, Jones, Michael E., Orr, Nick, Schoemaker, Minouk J., Swerdlow, Anthony J., Kitahara, Cari M., Linet, Martha, Prentice, Ross L., Easton, Douglas F., Milne, Roger L., Kraft, Peter, Chang-Claude, Jenny, Lindstrom, Sara, Wang, Xiaoliang, Kapoor, Pooja Middha, Auer, Paul L., Dennis, Joe, Dunning, Alison M., Wang, Qin, Lush, Michael, Michailidou, Kyriaki, Bolla, Manjeet K., Aronson, Kristan J., Murphy, Rachel A., Brooks-Wilson, Angela, Lee, Derrick G., Guenel, Pascal, Truong, Therese, Mulot, Claire, Teras, Lauren R., Patel, Alpa, V, Dossus, Laure, Kaaks, Rudolf, Hoppe, Reiner, Bruening, Thomas, Hamann, Ute, Czene, Kamila, Gabrielson, Marike, Hall, Per, Eriksson, Mikael, Jung, Audrey, Becher, Heiko, Couch, Fergus J., Larson, Nicole L., Olson, Janet E., Ruddy, Kathryn J., Giles, Graham G., MacInnis, Robert J., Southey, Melissa C., Le Marchand, Loic, Wilkens, Lynne R., Haiman, Christopher A., Olsson, Hakan, Augustinsson, Annelie, Krueger, Ute, Wagner, Philippe, Scott, Christopher, Winham, Stacey J., Vachon, Celine M., Perou, Charles M., Olshan, Andrew F., Troester, Melissa A., Hunter, David J., Eliassen, Heather A., Tamimi, Rulla M., Brantley, Kristen, Andrulis, Irene L., Figueroa, Jonine, Chanock, Stephen J., Ahearn, Thomas U., Evans, Gareth D., Newman, William G., VanVeen, Elke M., Howell, Anthony, Wolk, Alicja, Hakansson, Niclas, Ziogas, Argyrios, Jones, Michael E., Orr, Nick, Schoemaker, Minouk J., Swerdlow, Anthony J., Kitahara, Cari M., Linet, Martha, Prentice, Ross L., Easton, Douglas F., Milne, Roger L., Kraft, Peter, Chang-Claude, Jenny, and Lindstrom, Sara
Abstract: Use of menopausal hormone therapy (MHT) is associated with increased risk for breast cancer. However, the relevant mechanisms and its interaction with genetic variants are not fully understood. We conducted a genome-wide interaction analysis between MHT use and genetic variants for breast cancer risk in 27,585 cases and 34,785 controls from 26 observational studies. All women were post-menopausal and of European ancestry. Multivariable logistic regression models were used to test for multiplicative interactions between genetic variants and current MHT use. We considered interaction p-values < 5 x 10(-8) as genome-wide significant, and p-values < 1 x 10(-5) as suggestive. Linkage disequilibrium (LD)-based clumping was performed to identify independent candidate variants. None of the 9.7 million genetic variants tested for interactions with MHT use reached genome-wide significance. Only 213 variants, representing 18 independent loci, had p-values < 1 x 10(5). The strongest evidence was found for rs4674019 (p-value = 2.27 x 10(-7)), which showed genome-wide significant interaction (p-value = 3.8 x 10(-8)) with current MHT use when analysis was restricted to population-based studies only. Limiting the analyses to combined estrogen-progesterone MHT use only or to estrogen receptor (ER) positive cases did not identify any genome-wide significant evidence of interactions. In this large genome-wide SNP-MHT interaction study of breast cancer, we found no strong support for common genetic variants modifying the effect of MHT on breast cancer risk. These results suggest that common genetic variation has limited impact on the observed MHT-breast cancer risk association.
Published: 2022
Full Text: View/download PDF

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

Author: Wang, Xiaoliang, Kapoor, Pooja Middha, Auer, Paul L., Dennis, Joe, Dunning, Alison M., Wang, Qin, Lush, Michael, Michailidou, Kyriaki, Bolla, Manjeet K., Aronson, Kristan J., Murphy, Rachel A., Brooks-Wilson, Angela, Lee, Derrick G., Guenel, Pascal, Truong, Therese, Mulot, Claire, Teras, Lauren R., Patel, Alpa, V, Dossus, Laure, Kaaks, Rudolf, Hoppe, Reiner, Bruening, Thomas, Hamann, Ute, Czene, Kamila, Gabrielson, Marike, Hall, Per, Eriksson, Mikael, Jung, Audrey, Becher, Heiko, Couch, Fergus J., Larson, Nicole L., Olson, Janet E., Ruddy, Kathryn J., Giles, Graham G., MacInnis, Robert J., Southey, Melissa C., Le Marchand, Loic, Wilkens, Lynne R., Haiman, Christopher A., Olsson, Hakan, Augustinsson, Annelie, Krueger, Ute, Wagner, Philippe, Scott, Christopher, Winham, Stacey J., Vachon, Celine M., Perou, Charles M., Olshan, Andrew F., Troester, Melissa A., Hunter, David J., Eliassen, Heather A., Tamimi, Rulla M., Brantley, Kristen, Andrulis, Irene L., Figueroa, Jonine, Chanock, Stephen J., Ahearn, Thomas U., Evans, Gareth D., Newman, William G., VanVeen, Elke M., Howell, Anthony, Wolk, Alicja, Hakansson, Niclas, Ziogas, Argyrios, Jones, Michael E., Orr, Nick, Schoemaker, Minouk J., Swerdlow, Anthony J., Kitahara, Cari M., Linet, Martha, Prentice, Ross L., Easton, Douglas F., Milne, Roger L., Kraft, Peter, Chang-Claude, Jenny, Lindstrom, Sara, Wang, Xiaoliang, Kapoor, Pooja Middha, Auer, Paul L., Dennis, Joe, Dunning, Alison M., Wang, Qin, Lush, Michael, Michailidou, Kyriaki, Bolla, Manjeet K., Aronson, Kristan J., Murphy, Rachel A., Brooks-Wilson, Angela, Lee, Derrick G., Guenel, Pascal, Truong, Therese, Mulot, Claire, Teras, Lauren R., Patel, Alpa, V, Dossus, Laure, Kaaks, Rudolf, Hoppe, Reiner, Bruening, Thomas, Hamann, Ute, Czene, Kamila, Gabrielson, Marike, Hall, Per, Eriksson, Mikael, Jung, Audrey, Becher, Heiko, Couch, Fergus J., Larson, Nicole L., Olson, Janet E., Ruddy, Kathryn J., Giles, Graham G., MacInnis, Robert J., Southey, Melissa C., Le Marchand, Loic, Wilkens, Lynne R., Haiman, Christopher A., Olsson, Hakan, Augustinsson, Annelie, Krueger, Ute, Wagner, Philippe, Scott, Christopher, Winham, Stacey J., Vachon, Celine M., Perou, Charles M., Olshan, Andrew F., Troester, Melissa A., Hunter, David J., Eliassen, Heather A., Tamimi, Rulla M., Brantley, Kristen, Andrulis, Irene L., Figueroa, Jonine, Chanock, Stephen J., Ahearn, Thomas U., Evans, Gareth D., Newman, William G., VanVeen, Elke M., Howell, Anthony, Wolk, Alicja, Hakansson, Niclas, Ziogas, Argyrios, Jones, Michael E., Orr, Nick, Schoemaker, Minouk J., Swerdlow, Anthony J., Kitahara, Cari M., Linet, Martha, Prentice, Ross L., Easton, Douglas F., Milne, Roger L., Kraft, Peter, Chang-Claude, Jenny, and Lindstrom, Sara
Abstract: Use of menopausal hormone therapy (MHT) is associated with increased risk for breast cancer. However, the relevant mechanisms and its interaction with genetic variants are not fully understood. We conducted a genome-wide interaction analysis between MHT use and genetic variants for breast cancer risk in 27,585 cases and 34,785 controls from 26 observational studies. All women were post-menopausal and of European ancestry. Multivariable logistic regression models were used to test for multiplicative interactions between genetic variants and current MHT use. We considered interaction p-values < 5 x 10(-8) as genome-wide significant, and p-values < 1 x 10(-5) as suggestive. Linkage disequilibrium (LD)-based clumping was performed to identify independent candidate variants. None of the 9.7 million genetic variants tested for interactions with MHT use reached genome-wide significance. Only 213 variants, representing 18 independent loci, had p-values < 1 x 10(5). The strongest evidence was found for rs4674019 (p-value = 2.27 x 10(-7)), which showed genome-wide significant interaction (p-value = 3.8 x 10(-8)) with current MHT use when analysis was restricted to population-based studies only. Limiting the analyses to combined estrogen-progesterone MHT use only or to estrogen receptor (ER) positive cases did not identify any genome-wide significant evidence of interactions. In this large genome-wide SNP-MHT interaction study of breast cancer, we found no strong support for common genetic variants modifying the effect of MHT on breast cancer risk. These results suggest that common genetic variation has limited impact on the observed MHT-breast cancer risk association.
Published: 2022
Full Text: View/download PDF

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

Author: Wang, Xiaoliang, Kapoor, Pooja Middha, Auer, Paul L., Dennis, Joe, Dunning, Alison M., Wang, Qin, Lush, Michael, Michailidou, Kyriaki, Bolla, Manjeet K., Aronson, Kristan J., Murphy, Rachel A., Brooks-Wilson, Angela, Lee, Derrick G., Guenel, Pascal, Truong, Therese, Mulot, Claire, Teras, Lauren R., Patel, Alpa, V, Dossus, Laure, Kaaks, Rudolf, Hoppe, Reiner, Bruening, Thomas, Hamann, Ute, Czene, Kamila, Gabrielson, Marike, Hall, Per, Eriksson, Mikael, Jung, Audrey, Becher, Heiko, Couch, Fergus J., Larson, Nicole L., Olson, Janet E., Ruddy, Kathryn J., Giles, Graham G., MacInnis, Robert J., Southey, Melissa C., Le Marchand, Loic, Wilkens, Lynne R., Haiman, Christopher A., Olsson, Hakan, Augustinsson, Annelie, Krueger, Ute, Wagner, Philippe, Scott, Christopher, Winham, Stacey J., Vachon, Celine M., Perou, Charles M., Olshan, Andrew F., Troester, Melissa A., Hunter, David J., Eliassen, Heather A., Tamimi, Rulla M., Brantley, Kristen, Andrulis, Irene L., Figueroa, Jonine, Chanock, Stephen J., Ahearn, Thomas U., Evans, Gareth D., Newman, William G., VanVeen, Elke M., Howell, Anthony, Wolk, Alicja, Hakansson, Niclas, Ziogas, Argyrios, Jones, Michael E., Orr, Nick, Schoemaker, Minouk J., Swerdlow, Anthony J., Kitahara, Cari M., Linet, Martha, Prentice, Ross L., Easton, Douglas F., Milne, Roger L., Kraft, Peter, Chang-Claude, Jenny, Lindstrom, Sara, Wang, Xiaoliang, Kapoor, Pooja Middha, Auer, Paul L., Dennis, Joe, Dunning, Alison M., Wang, Qin, Lush, Michael, Michailidou, Kyriaki, Bolla, Manjeet K., Aronson, Kristan J., Murphy, Rachel A., Brooks-Wilson, Angela, Lee, Derrick G., Guenel, Pascal, Truong, Therese, Mulot, Claire, Teras, Lauren R., Patel, Alpa, V, Dossus, Laure, Kaaks, Rudolf, Hoppe, Reiner, Bruening, Thomas, Hamann, Ute, Czene, Kamila, Gabrielson, Marike, Hall, Per, Eriksson, Mikael, Jung, Audrey, Becher, Heiko, Couch, Fergus J., Larson, Nicole L., Olson, Janet E., Ruddy, Kathryn J., Giles, Graham G., MacInnis, Robert J., Southey, Melissa C., Le Marchand, Loic, Wilkens, Lynne R., Haiman, Christopher A., Olsson, Hakan, Augustinsson, Annelie, Krueger, Ute, Wagner, Philippe, Scott, Christopher, Winham, Stacey J., Vachon, Celine M., Perou, Charles M., Olshan, Andrew F., Troester, Melissa A., Hunter, David J., Eliassen, Heather A., Tamimi, Rulla M., Brantley, Kristen, Andrulis, Irene L., Figueroa, Jonine, Chanock, Stephen J., Ahearn, Thomas U., Evans, Gareth D., Newman, William G., VanVeen, Elke M., Howell, Anthony, Wolk, Alicja, Hakansson, Niclas, Ziogas, Argyrios, Jones, Michael E., Orr, Nick, Schoemaker, Minouk J., Swerdlow, Anthony J., Kitahara, Cari M., Linet, Martha, Prentice, Ross L., Easton, Douglas F., Milne, Roger L., Kraft, Peter, Chang-Claude, Jenny, and Lindstrom, Sara
Abstract: Use of menopausal hormone therapy (MHT) is associated with increased risk for breast cancer. However, the relevant mechanisms and its interaction with genetic variants are not fully understood. We conducted a genome-wide interaction analysis between MHT use and genetic variants for breast cancer risk in 27,585 cases and 34,785 controls from 26 observational studies. All women were post-menopausal and of European ancestry. Multivariable logistic regression models were used to test for multiplicative interactions between genetic variants and current MHT use. We considered interaction p-values < 5 x 10(-8) as genome-wide significant, and p-values < 1 x 10(-5) as suggestive. Linkage disequilibrium (LD)-based clumping was performed to identify independent candidate variants. None of the 9.7 million genetic variants tested for interactions with MHT use reached genome-wide significance. Only 213 variants, representing 18 independent loci, had p-values < 1 x 10(5). The strongest evidence was found for rs4674019 (p-value = 2.27 x 10(-7)), which showed genome-wide significant interaction (p-value = 3.8 x 10(-8)) with current MHT use when analysis was restricted to population-based studies only. Limiting the analyses to combined estrogen-progesterone MHT use only or to estrogen receptor (ER) positive cases did not identify any genome-wide significant evidence of interactions. In this large genome-wide SNP-MHT interaction study of breast cancer, we found no strong support for common genetic variants modifying the effect of MHT on breast cancer risk. These results suggest that common genetic variation has limited impact on the observed MHT-breast cancer risk association.
Published: 2022
Full Text: View/download PDF

9. Common variants in breast cancer risk loci predispose to distinct tumor subtypes

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

10. Common variants in breast cancer risk loci predispose to distinct tumor subtypes

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

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

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

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

Author: Dixon-Suen, Suzanne C, Lewis, Sarah J, Martin, Richard M, English, Dallas R, Boyle, Terry, Giles, Graham G, Michailidou, Kyriaki, Bolla, Manjeet K, Wang, Qin, Dennis, Joe, Lush, Michael, Investigators, Abctb, Ahearn, Thomas U, Ambrosone, Christine B, Andrulis, Irene L, Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J, Augustinsson, Annelie, Auvinen, Päivi, Beane Freeman, Laura E, Becher, Heiko, Beckmann, Matthias W, Behrens, Sabine, Bermisheva, Marina, Blomqvist, Carl, Bogdanova, Natalia V, Bojesen, Stig E, Bonanni, Bernardo, Brenner, Hermann, Brüning, Thomas, Buys, Saundra S, Camp, Nicola J, Campa, Daniele, Canzian, Federico, Castelao, Jose E, Cessna, Melissa H, Chang-Claude, Jenny, Chanock, Stephen J, Clarke, Christine L, Conroy, Don M, Couch, Fergus J, Cox, Angela, Cross, Simon S, Czene, Kamila, Daly, Mary B, Devilee, Peter, Dörk, Thilo, Dwek, Miriam, Eccles, Diana M, Eliassen, A Heather, Engel, Christoph, Eriksson, Mikael, Evans, D Gareth, Fasching, Peter A, Fletcher, Olivia, Flyger, Henrik, Fritschi, Lin, Gabrielson, Marike, Gago-Dominguez, Manuela, García-Closas, Montserrat, García-Sáenz, José A, Goldberg, Mark S, Guénel, Pascal, Gündert, Melanie, Hahnen, Eric, Haiman, Christopher A, Häberle, Lothar, Håkansson, Niclas, Hall, Per, Hamann, Ute, Hart, Steven N, Harvie, Michelle, Hillemanns, Peter, Hollestelle, Antoinette, Hooning, Maartje J, Hoppe, Reiner, Hopper, John, Howell, Anthony, Hunter, David J, Jakubowska, Anna, Janni, Wolfgang, John, Esther M, Jung, Audrey, Kaaks, Rudolf, Keeman, Renske, Kitahara, Cari M, Koutros, Stella, Kraft, Peter, Kristensen, Vessela N, Kubelka-Sabit, Katerina, Kurian, Allison W, Lacey, James V, Lambrechts, Diether, Le Marchand, Loic, Lindblom, Annika, Loibl, Sibylle, Lubiński, Jan, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martinez, Maria Elena, Mavroudis, Dimitrios, Menon, Usha, Mulligan, Anna Marie, Murphy, Rachel A, Collaborators, Nbcs, Nevanlinna, Heli, Nevelsteen, Ines, Newman, William G, Offit, Kenneth, Olshan, Andrew F, Olsson, Håkan, Orr, Nick, Patel, Alpa, Peto, Julian, Plaseska-Karanfilska, Dijana, Presneau, Nadege, Rack, Brigitte, Radice, Paolo, Rees-Punia, Erika, Rennert, Gad, Rennert, Hedy S, Romero, Atocha, Saloustros, Emmanouil, Sandler, Dale P, Schmidt, Marjanka K, Schmutzler, Rita K, Schwentner, Lukas, Scott, Christopher, Shah, Mitul, Shu, Xiao-Ou, Simard, Jacques, Southey, Melissa C, Stone, Jennifer, Surowy, Harald, Swerdlow, Anthony J, Tamimi, Rulla M, Tapper, William J, Taylor, Jack A, Terry, Mary Beth, Tollenaar, Rob A E M, Troester, Melissa A, Truong, Thérèse, Untch, Michael, Vachon, Celine M, Joseph, Vijai, Wappenschmidt, Barbara, Weinberg, Clarice R, Wolk, Alicja, Yannoukakos, Drakoulis, Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M, Pharoah, Paul D P, Easton, Douglas F, Milne, Roger L, Lynch, Brigid M, Dixon-Suen, Suzanne C, Lewis, Sarah J, Martin, Richard M, English, Dallas R, Boyle, Terry, Giles, Graham G, Michailidou, Kyriaki, Bolla, Manjeet K, Wang, Qin, Dennis, Joe, Lush, Michael, Investigators, Abctb, Ahearn, Thomas U, Ambrosone, Christine B, Andrulis, Irene L, Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J, Augustinsson, Annelie, Auvinen, Päivi, Beane Freeman, Laura E, Becher, Heiko, Beckmann, Matthias W, Behrens, Sabine, Bermisheva, Marina, Blomqvist, Carl, Bogdanova, Natalia V, Bojesen, Stig E, Bonanni, Bernardo, Brenner, Hermann, Brüning, Thomas, Buys, Saundra S, Camp, Nicola J, Campa, Daniele, Canzian, Federico, Castelao, Jose E, Cessna, Melissa H, Chang-Claude, Jenny, Chanock, Stephen J, Clarke, Christine L, Conroy, Don M, Couch, Fergus J, Cox, Angela, Cross, Simon S, Czene, Kamila, Daly, Mary B, Devilee, Peter, Dörk, Thilo, Dwek, Miriam, Eccles, Diana M, Eliassen, A Heather, Engel, Christoph, Eriksson, Mikael, Evans, D Gareth, Fasching, Peter A, Fletcher, Olivia, Flyger, Henrik, Fritschi, Lin, Gabrielson, Marike, Gago-Dominguez, Manuela, García-Closas, Montserrat, García-Sáenz, José A, Goldberg, Mark S, Guénel, Pascal, Gündert, Melanie, Hahnen, Eric, Haiman, Christopher A, Häberle, Lothar, Håkansson, Niclas, Hall, Per, Hamann, Ute, Hart, Steven N, Harvie, Michelle, Hillemanns, Peter, Hollestelle, Antoinette, Hooning, Maartje J, Hoppe, Reiner, Hopper, John, Howell, Anthony, Hunter, David J, Jakubowska, Anna, Janni, Wolfgang, John, Esther M, Jung, Audrey, Kaaks, Rudolf, Keeman, Renske, Kitahara, Cari M, Koutros, Stella, Kraft, Peter, Kristensen, Vessela N, Kubelka-Sabit, Katerina, Kurian, Allison W, Lacey, James V, Lambrechts, Diether, Le Marchand, Loic, Lindblom, Annika, Loibl, Sibylle, Lubiński, Jan, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martinez, Maria Elena, Mavroudis, Dimitrios, Menon, Usha, Mulligan, Anna Marie, Murphy, Rachel A, Collaborators, Nbcs, Nevanlinna, Heli, Nevelsteen, Ines, Newman, William G, Offit, Kenneth, Olshan, Andrew F, Olsson, Håkan, Orr, Nick, Patel, Alpa, Peto, Julian, Plaseska-Karanfilska, Dijana, Presneau, Nadege, Rack, Brigitte, Radice, Paolo, Rees-Punia, Erika, Rennert, Gad, Rennert, Hedy S, Romero, Atocha, Saloustros, Emmanouil, Sandler, Dale P, Schmidt, Marjanka K, Schmutzler, Rita K, Schwentner, Lukas, Scott, Christopher, Shah, Mitul, Shu, Xiao-Ou, Simard, Jacques, Southey, Melissa C, Stone, Jennifer, Surowy, Harald, Swerdlow, Anthony J, Tamimi, Rulla M, Tapper, William J, Taylor, Jack A, Terry, Mary Beth, Tollenaar, Rob A E M, Troester, Melissa A, Truong, Thérèse, Untch, Michael, Vachon, Celine M, Joseph, Vijai, Wappenschmidt, Barbara, Weinberg, Clarice R, Wolk, Alicja, Yannoukakos, Drakoulis, Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M, Pharoah, Paul D P, Easton, Douglas F, Milne, Roger L, and Lynch, Brigid M
Abstract: OBJECTIVES: Physical inactivity and sedentary behaviour are associated with higher breast cancer risk in observational studies, but ascribing causality is difficult. Mendelian randomisation (MR) assesses causality by simulating randomised trial groups using genotype. We assessed whether lifelong physical activity or sedentary time, assessed using genotype, may be causally associated with breast cancer risk overall, pre/post-menopause, and by case-groups defined by tumour characteristics. METHODS: We performed two-sample inverse-variance-weighted MR using individual-level Breast Cancer Association Consortium case-control data from 130 957 European-ancestry women (69 838 invasive cases), and published UK Biobank data (n=91 105-377 234). Genetic instruments were single nucleotide polymorphisms (SNPs) associated in UK Biobank with wrist-worn accelerometer-measured overall physical activity (nsnps=5) or sedentary time (nsnps=6), or accelerometer-measured (nsnps=1) or self-reported (nsnps=5) vigorous physical activity. RESULTS: Greater genetically-predicted overall activity was associated with lower breast cancer overall risk (OR=0.59; 95% confidence interval (CI) 0.42 to 0.83 per-standard deviation (SD;~8 milligravities acceleration)) and for most case-groups. Genetically-predicted vigorous activity was associated with lower risk of pre/perimenopausal breast cancer (OR=0.62; 95% CI 0.45 to 0.87,≥3 vs. 0 self-reported days/week), with consistent estimates for most case-groups. Greater genetically-predicted sedentary time was associated with higher hormone-receptor-negative tumour risk (OR=1.77; 95% CI 1.07 to 2.92 per-SD (~7% time spent sedentary)), with elevated estimates for most case-groups. Results were robust to sensitivity analyses examining pleiotropy (including weighted-median-MR, MR-Egger). CONCLUSION: Our study provides strong evidence that greater overall physical activity, greater vigorous activity, and lower sedentary time are likely to reduce breast cancer r
Published: 2022
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13. Genome-wide interaction analysis of menopausal hormone therapy use and breast cancer risk among 62,370 women

Author: Wang, Xiaoliang, Kapoor, Pooja Middha, Auer, Paul L., Dennis, Joe, Dunning, Alison M., Wang, Qin, Lush, Michael, Michailidou, Kyriaki, Bolla, Manjeet K., Aronson, Kristan J., Murphy, Rachel A., Brooks-Wilson, Angela, Lee, Derrick G., Guenel, Pascal, Truong, Therese, Mulot, Claire, Teras, Lauren R., Patel, Alpa, V, Dossus, Laure, Kaaks, Rudolf, Hoppe, Reiner, Bruening, Thomas, Hamann, Ute, Czene, Kamila, Gabrielson, Marike, Hall, Per, Eriksson, Mikael, Jung, Audrey, Becher, Heiko, Couch, Fergus J., Larson, Nicole L., Olson, Janet E., Ruddy, Kathryn J., Giles, Graham G., MacInnis, Robert J., Southey, Melissa C., Le Marchand, Loic, Wilkens, Lynne R., Haiman, Christopher A., Olsson, Hakan, Augustinsson, Annelie, Krueger, Ute, Wagner, Philippe, Scott, Christopher, Winham, Stacey J., Vachon, Celine M., Perou, Charles M., Olshan, Andrew F., Troester, Melissa A., Hunter, David J., Eliassen, Heather A., Tamimi, Rulla M., Brantley, Kristen, Andrulis, Irene L., Figueroa, Jonine, Chanock, Stephen J., Ahearn, Thomas U., Evans, Gareth D., Newman, William G., VanVeen, Elke M., Howell, Anthony, Wolk, Alicja, Hakansson, Niclas, Ziogas, Argyrios, Jones, Michael E., Orr, Nick, Schoemaker, Minouk J., Swerdlow, Anthony J., Kitahara, Cari M., Linet, Martha, Prentice, Ross L., Easton, Douglas F., Milne, Roger L., Kraft, Peter, Chang-Claude, Jenny, Lindstrom, Sara, Wang, Xiaoliang, Kapoor, Pooja Middha, Auer, Paul L., Dennis, Joe, Dunning, Alison M., Wang, Qin, Lush, Michael, Michailidou, Kyriaki, Bolla, Manjeet K., Aronson, Kristan J., Murphy, Rachel A., Brooks-Wilson, Angela, Lee, Derrick G., Guenel, Pascal, Truong, Therese, Mulot, Claire, Teras, Lauren R., Patel, Alpa, V, Dossus, Laure, Kaaks, Rudolf, Hoppe, Reiner, Bruening, Thomas, Hamann, Ute, Czene, Kamila, Gabrielson, Marike, Hall, Per, Eriksson, Mikael, Jung, Audrey, Becher, Heiko, Couch, Fergus J., Larson, Nicole L., Olson, Janet E., Ruddy, Kathryn J., Giles, Graham G., MacInnis, Robert J., Southey, Melissa C., Le Marchand, Loic, Wilkens, Lynne R., Haiman, Christopher A., Olsson, Hakan, Augustinsson, Annelie, Krueger, Ute, Wagner, Philippe, Scott, Christopher, Winham, Stacey J., Vachon, Celine M., Perou, Charles M., Olshan, Andrew F., Troester, Melissa A., Hunter, David J., Eliassen, Heather A., Tamimi, Rulla M., Brantley, Kristen, Andrulis, Irene L., Figueroa, Jonine, Chanock, Stephen J., Ahearn, Thomas U., Evans, Gareth D., Newman, William G., VanVeen, Elke M., Howell, Anthony, Wolk, Alicja, Hakansson, Niclas, Ziogas, Argyrios, Jones, Michael E., Orr, Nick, Schoemaker, Minouk J., Swerdlow, Anthony J., Kitahara, Cari M., Linet, Martha, Prentice, Ross L., Easton, Douglas F., Milne, Roger L., Kraft, Peter, Chang-Claude, Jenny, and Lindstrom, Sara
Abstract: Use of menopausal hormone therapy (MHT) is associated with increased risk for breast cancer. However, the relevant mechanisms and its interaction with genetic variants are not fully understood. We conducted a genome-wide interaction analysis between MHT use and genetic variants for breast cancer risk in 27,585 cases and 34,785 controls from 26 observational studies. All women were post-menopausal and of European ancestry. Multivariable logistic regression models were used to test for multiplicative interactions between genetic variants and current MHT use. We considered interaction p-values < 5 x 10(-8) as genome-wide significant, and p-values < 1 x 10(-5) as suggestive. Linkage disequilibrium (LD)-based clumping was performed to identify independent candidate variants. None of the 9.7 million genetic variants tested for interactions with MHT use reached genome-wide significance. Only 213 variants, representing 18 independent loci, had p-values < 1 x 10(5). The strongest evidence was found for rs4674019 (p-value = 2.27 x 10(-7)), which showed genome-wide significant interaction (p-value = 3.8 x 10(-8)) with current MHT use when analysis was restricted to population-based studies only. Limiting the analyses to combined estrogen-progesterone MHT use only or to estrogen receptor (ER) positive cases did not identify any genome-wide significant evidence of interactions. In this large genome-wide SNP-MHT interaction study of breast cancer, we found no strong support for common genetic variants modifying the effect of MHT on breast cancer risk. These results suggest that common genetic variation has limited impact on the observed MHT-breast cancer risk association.
Published: 2022
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14. Common variants in breast cancer risk loci predispose to distinct tumor subtypes

Author: Ahearn, Thomas U., Zhang, Haoyu, Michailidou, Kyriaki, Milne, Roger L., Bolla, Manjeet K., Dennis, Joe, Dunning, Alison M., Lush, Michael, Wang, Qin, Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J., Auer, Paul L., Augustinsson, Annelie, Baten, Adinda, Becher, Heiko, Behrens, Sabine, Benitez, Javier, Bermisheva, Marina, Blomqvist, Carl, Bojesen, Stig E., Bonanni, Bernardo, Borresen-Dale, Anne-Lise, Brauch, Hiltrud, Brenner, Hermann, Brooks-Wilson, Angela, Bruening, Thomas, Burwinkel, Barbara, Buys, Saundra S., Canzian, Federico, Castelao, Jose E., Chang-Claude, Jenny, Chanock, Stephen J., Chenevix-Trench, Georgia, Clarke, Christine L., Collee, J. Margriet, Cox, Angela, Cross, Simon S., Czene, Kamila, Daly, Mary B., Devilee, Peter, Dork, Thilo, Dwek, Miriam, Eccles, Diana M., Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Floris, Giuseppe, Gago-Dominguez, Manuela, Gapstur, Susan M., Garcia-Saenz, Jose A., Gaudet, Mia M., Giles, Graham G., Goldberg, Mark S., Gonzalez-Neira, Anna, Alnaes, Grethe I. Grenaker, Grip, Mervi, Guenel, Pascal, Haiman, Christopher A., Hall, Per, Hamann, Ute, Harkness, Elaine F., Heemskerk-Gerritsen, Bernadette A. M., Holleczek, Bernd, Hollestelle, Antoinette, Hooning, Maartje J., Hoover, Robert N., Hopper, John L., Howell, Anthony, Jakimovska, Milena, Jakubowska, Anna, John, Esther M., Jones, Michael E., Jung, Audrey, Kaaks, Rudolf, Kauppila, Saila, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M., Ko, Yon-Dschun, Koutros, Stella, Kristensen, Vessela N., Kruger, Ute, Kubelka-Sabit, Katerina, Kurian, Allison W., Kyriacou, Kyriacos, Lambrechts, Diether, Lee, Derrick G., Lindblom, Annika, Linet, Martha, Lissowska, Jolanta, Llaneza, Ana, Lo, Wing-Yee, MacInnis, Robert J., Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martinez, Maria Elena, McLean, Catriona, Meindl, Alfons, Menon, Usha, Nevanlinna, Heli, Newman, William G., Nodora, Jesse, Offit, Kenneth, Olsson, Hakan, Orr, Nick, Park-Simon, Tjoung-Won, Patel, Alpa, V, Peto, Julian, Pita, Guillermo, Plaseska-Karanfilska, Dijana, Prentice, Ross, Punie, Kevin, Pylkas, Katri, Radice, Paolo, Rennert, Gad, Romero, Atocha, Ruediger, Thomas, Saloustros, Emmanouil, Sampson, Sarah, Sandler, Dale P., Sawyer, Elinor J., Schmutzler, Rita K., Schoemaker, Minouk J., Schottker, Ben, Sherman, Mark E., Shu, Xiao-Ou, Smichkoska, Snezhana, Southey, Melissa C., Spinelli, John J., Swerdlow, Anthony J., Tamimi, Rulla M., Tapper, William J., Taylor, Jack A., Teras, Lauren R., Terry, Mary Beth, Torres, Diana, Troester, Melissa A., Vachon, Celine M., van Deurzen, Carolien H. M., van Veen, Elke M., Wagner, Philippe, Weinberg, Clarice R., Wendt, Camilla, Wesseling, Jelle, Winqvist, Robert, Wolk, Alicja, Yang, Xiaohong R., Zheng, Wei, Couch, Fergus J., Simard, Jacques, Kraft, Peter, Easton, Douglas F., Pharoah, Paul D. P., Schmidt, Marjanka K., Garcia-Closas, Montserrat, Chatterjee, Nilanjan, Ahearn, Thomas U., Zhang, Haoyu, Michailidou, Kyriaki, Milne, Roger L., Bolla, Manjeet K., Dennis, Joe, Dunning, Alison M., Lush, Michael, Wang, Qin, Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J., Auer, Paul L., Augustinsson, Annelie, Baten, Adinda, Becher, Heiko, Behrens, Sabine, Benitez, Javier, Bermisheva, Marina, Blomqvist, Carl, Bojesen, Stig E., Bonanni, Bernardo, Borresen-Dale, Anne-Lise, Brauch, Hiltrud, Brenner, Hermann, Brooks-Wilson, Angela, Bruening, Thomas, Burwinkel, Barbara, Buys, Saundra S., Canzian, Federico, Castelao, Jose E., Chang-Claude, Jenny, Chanock, Stephen J., Chenevix-Trench, Georgia, Clarke, Christine L., Collee, J. Margriet, Cox, Angela, Cross, Simon S., Czene, Kamila, Daly, Mary B., Devilee, Peter, Dork, Thilo, Dwek, Miriam, Eccles, Diana M., Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Floris, Giuseppe, Gago-Dominguez, Manuela, Gapstur, Susan M., Garcia-Saenz, Jose A., Gaudet, Mia M., Giles, Graham G., Goldberg, Mark S., Gonzalez-Neira, Anna, Alnaes, Grethe I. Grenaker, Grip, Mervi, Guenel, Pascal, Haiman, Christopher A., Hall, Per, Hamann, Ute, Harkness, Elaine F., Heemskerk-Gerritsen, Bernadette A. M., Holleczek, Bernd, Hollestelle, Antoinette, Hooning, Maartje J., Hoover, Robert N., Hopper, John L., Howell, Anthony, Jakimovska, Milena, Jakubowska, Anna, John, Esther M., Jones, Michael E., Jung, Audrey, Kaaks, Rudolf, Kauppila, Saila, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M., Ko, Yon-Dschun, Koutros, Stella, Kristensen, Vessela N., Kruger, Ute, Kubelka-Sabit, Katerina, Kurian, Allison W., Kyriacou, Kyriacos, Lambrechts, Diether, Lee, Derrick G., Lindblom, Annika, Linet, Martha, Lissowska, Jolanta, Llaneza, Ana, Lo, Wing-Yee, MacInnis, Robert J., Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martinez, Maria Elena, McLean, Catriona, Meindl, Alfons, Menon, Usha, Nevanlinna, Heli, Newman, William G., Nodora, Jesse, Offit, Kenneth, Olsson, Hakan, Orr, Nick, Park-Simon, Tjoung-Won, Patel, Alpa, V, Peto, Julian, Pita, Guillermo, Plaseska-Karanfilska, Dijana, Prentice, Ross, Punie, Kevin, Pylkas, Katri, Radice, Paolo, Rennert, Gad, Romero, Atocha, Ruediger, Thomas, Saloustros, Emmanouil, Sampson, Sarah, Sandler, Dale P., Sawyer, Elinor J., Schmutzler, Rita K., Schoemaker, Minouk J., Schottker, Ben, Sherman, Mark E., Shu, Xiao-Ou, Smichkoska, Snezhana, Southey, Melissa C., Spinelli, John J., Swerdlow, Anthony J., Tamimi, Rulla M., Tapper, William J., Taylor, Jack A., Teras, Lauren R., Terry, Mary Beth, Torres, Diana, Troester, Melissa A., Vachon, Celine M., van Deurzen, Carolien H. M., van Veen, Elke M., Wagner, Philippe, Weinberg, Clarice R., Wendt, Camilla, Wesseling, Jelle, Winqvist, Robert, Wolk, Alicja, Yang, Xiaohong R., Zheng, Wei, Couch, Fergus J., Simard, Jacques, Kraft, Peter, Easton, Douglas F., Pharoah, Paul D. P., Schmidt, Marjanka K., Garcia-Closas, Montserrat, and Chatterjee, 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
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15. Genome-wide interaction analysis of menopausal hormone therapy use and breast cancer risk among 62,370 women

Author: Wang, Xiaoliang, Kapoor, Pooja Middha, Auer, Paul L., Dennis, Joe, Dunning, Alison M., Wang, Qin, Lush, Michael, Michailidou, Kyriaki, Bolla, Manjeet K., Aronson, Kristan J., Murphy, Rachel A., Brooks-Wilson, Angela, Lee, Derrick G., Guenel, Pascal, Truong, Therese, Mulot, Claire, Teras, Lauren R., Patel, Alpa, V, Dossus, Laure, Kaaks, Rudolf, Hoppe, Reiner, Bruening, Thomas, Hamann, Ute, Czene, Kamila, Gabrielson, Marike, Hall, Per, Eriksson, Mikael, Jung, Audrey, Becher, Heiko, Couch, Fergus J., Larson, Nicole L., Olson, Janet E., Ruddy, Kathryn J., Giles, Graham G., MacInnis, Robert J., Southey, Melissa C., Le Marchand, Loic, Wilkens, Lynne R., Haiman, Christopher A., Olsson, Hakan, Augustinsson, Annelie, Krueger, Ute, Wagner, Philippe, Scott, Christopher, Winham, Stacey J., Vachon, Celine M., Perou, Charles M., Olshan, Andrew F., Troester, Melissa A., Hunter, David J., Eliassen, Heather A., Tamimi, Rulla M., Brantley, Kristen, Andrulis, Irene L., Figueroa, Jonine, Chanock, Stephen J., Ahearn, Thomas U., Evans, Gareth D., Newman, William G., VanVeen, Elke M., Howell, Anthony, Wolk, Alicja, Hakansson, Niclas, Ziogas, Argyrios, Jones, Michael E., Orr, Nick, Schoemaker, Minouk J., Swerdlow, Anthony J., Kitahara, Cari M., Linet, Martha, Prentice, Ross L., Easton, Douglas F., Milne, Roger L., Kraft, Peter, Chang-Claude, Jenny, Lindstrom, Sara, Wang, Xiaoliang, Kapoor, Pooja Middha, Auer, Paul L., Dennis, Joe, Dunning, Alison M., Wang, Qin, Lush, Michael, Michailidou, Kyriaki, Bolla, Manjeet K., Aronson, Kristan J., Murphy, Rachel A., Brooks-Wilson, Angela, Lee, Derrick G., Guenel, Pascal, Truong, Therese, Mulot, Claire, Teras, Lauren R., Patel, Alpa, V, Dossus, Laure, Kaaks, Rudolf, Hoppe, Reiner, Bruening, Thomas, Hamann, Ute, Czene, Kamila, Gabrielson, Marike, Hall, Per, Eriksson, Mikael, Jung, Audrey, Becher, Heiko, Couch, Fergus J., Larson, Nicole L., Olson, Janet E., Ruddy, Kathryn J., Giles, Graham G., MacInnis, Robert J., Southey, Melissa C., Le Marchand, Loic, Wilkens, Lynne R., Haiman, Christopher A., Olsson, Hakan, Augustinsson, Annelie, Krueger, Ute, Wagner, Philippe, Scott, Christopher, Winham, Stacey J., Vachon, Celine M., Perou, Charles M., Olshan, Andrew F., Troester, Melissa A., Hunter, David J., Eliassen, Heather A., Tamimi, Rulla M., Brantley, Kristen, Andrulis, Irene L., Figueroa, Jonine, Chanock, Stephen J., Ahearn, Thomas U., Evans, Gareth D., Newman, William G., VanVeen, Elke M., Howell, Anthony, Wolk, Alicja, Hakansson, Niclas, Ziogas, Argyrios, Jones, Michael E., Orr, Nick, Schoemaker, Minouk J., Swerdlow, Anthony J., Kitahara, Cari M., Linet, Martha, Prentice, Ross L., Easton, Douglas F., Milne, Roger L., Kraft, Peter, Chang-Claude, Jenny, and Lindstrom, Sara
Abstract: Use of menopausal hormone therapy (MHT) is associated with increased risk for breast cancer. However, the relevant mechanisms and its interaction with genetic variants are not fully understood. We conducted a genome-wide interaction analysis between MHT use and genetic variants for breast cancer risk in 27,585 cases and 34,785 controls from 26 observational studies. All women were post-menopausal and of European ancestry. Multivariable logistic regression models were used to test for multiplicative interactions between genetic variants and current MHT use. We considered interaction p-values < 5 x 10(-8) as genome-wide significant, and p-values < 1 x 10(-5) as suggestive. Linkage disequilibrium (LD)-based clumping was performed to identify independent candidate variants. None of the 9.7 million genetic variants tested for interactions with MHT use reached genome-wide significance. Only 213 variants, representing 18 independent loci, had p-values < 1 x 10(5). The strongest evidence was found for rs4674019 (p-value = 2.27 x 10(-7)), which showed genome-wide significant interaction (p-value = 3.8 x 10(-8)) with current MHT use when analysis was restricted to population-based studies only. Limiting the analyses to combined estrogen-progesterone MHT use only or to estrogen receptor (ER) positive cases did not identify any genome-wide significant evidence of interactions. In this large genome-wide SNP-MHT interaction study of breast cancer, we found no strong support for common genetic variants modifying the effect of MHT on breast cancer risk. These results suggest that common genetic variation has limited impact on the observed MHT-breast cancer risk association.
Published: 2022
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16. Common variants in breast cancer risk loci predispose to distinct tumor subtypes

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

Author: Kapoor, Pooja Middha, Mavaddat, Nasim, Choudhury, Parichoy Pal, Wilcox, Amber N., Lindström, Sara, Behrens, Sabine, Michailidou, Kyriaki, Dennis, Joe, Bolla, Manjeet K., Wang, Qin, Jung, Audrey, Abu-Ful, Zomoroda, Ahearn, Thomas, Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J., Auer, Paul L., Beane Freeman, Laura E., Becher, Heiko, Beckmann, Matthias W., Beeghly-Fadiel, Alicia, Benitez, Javier, Bernstein, Leslie, Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Brüning, Thomas, Cai, Qiuyin, Campa, Daniele, Canzian, Federico, Carracedo, Angel, Carter, Brian D., Castelao, Jose E., Chanock, Stephen J., Chatterjee, Nilanjan, Chenevix-Trench, Georgia, Clarke, Christine L., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Dai, James Y., Earp, H. Shelton, Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Fritschi, Lin, Gabrielson, Marike, Gago-Dominguez, Manuela, Gao, Chi, Gapstur, Susan M., Gaudet, Mia M., Giles, Graham G., González-Neira, Anna, Guénel, Pascal, Haeberle, Lothar, Haiman, Christopher A., Håkansson, Niclas, Hall, Per, Hamann, Ute, Hatse, Sigrid, Heyworth, Jane, Holleczek, Bernd, Hoover, Robert N., Hopper, John L., Howell, Anthony, Hunter, David J., John, Esther M., Jones, Michael E., Kaaks, Rudolf, Keeman, Renske, Kitahara, Cari M., Ko, Yon-Dschun, Koutros, Stella, Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Lee, Eunjung, Lejbkowicz, Flavio, Linet, Martha, Lissowska, Jolanta, Llaneza, Ana, MacInnis, Robert J., Martinez, Maria Elena, Maurer, Tabea, McLean, Catriona, Neuhausen, Susan L., Newman, William G., Norman, Aaron, O'Brien, Katie M., Olshan, Andrew F., Olson, Janet E., Olsson, Håkan, Orr, Nick, Perou, Charles M., Pita, Guillermo, Polley, Eric C., Prentice, Ross L., Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Sandler, Dale P., Saunders, Christobel, Schoemaker, Minouk J., Schöttker, Ben, Schumacher, Fredrick, Scott, Christopher, Scott, Rodney J., Shu, Xiao-Ou, Smeets, Ann, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Swerdlow, Anthony J., Tamimi, Rulla M., Taylor, Jack A., Troester, Melissa A., Vachon, Celine M., van Veen, Elke M., Wang, Xiaoliang, Weinberg, Clarice R., Weltens, Caroline, Willett, Walter, Winham, Stacey J., Wolk, Alicja, Yang, Xiaohong R., Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Schmidt, Marjanka K., Kraft, Peter, Easton, Douglas F., Milne, Roger L., García-Closas, Montserrat, Chang-Claude, Jenny, Kapoor, Pooja Middha, Mavaddat, Nasim, Choudhury, Parichoy Pal, Wilcox, Amber N., Lindström, Sara, Behrens, Sabine, Michailidou, Kyriaki, Dennis, Joe, Bolla, Manjeet K., Wang, Qin, Jung, Audrey, Abu-Ful, Zomoroda, Ahearn, Thomas, Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J., Auer, Paul L., Beane Freeman, Laura E., Becher, Heiko, Beckmann, Matthias W., Beeghly-Fadiel, Alicia, Benitez, Javier, Bernstein, Leslie, Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Brüning, Thomas, Cai, Qiuyin, Campa, Daniele, Canzian, Federico, Carracedo, Angel, Carter, Brian D., Castelao, Jose E., Chanock, Stephen J., Chatterjee, Nilanjan, Chenevix-Trench, Georgia, Clarke, Christine L., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Dai, James Y., Earp, H. Shelton, Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Fritschi, Lin, Gabrielson, Marike, Gago-Dominguez, Manuela, Gao, Chi, Gapstur, Susan M., Gaudet, Mia M., Giles, Graham G., González-Neira, Anna, Guénel, Pascal, Haeberle, Lothar, Haiman, Christopher A., Håkansson, Niclas, Hall, Per, Hamann, Ute, Hatse, Sigrid, Heyworth, Jane, Holleczek, Bernd, Hoover, Robert N., Hopper, John L., Howell, Anthony, Hunter, David J., John, Esther M., Jones, Michael E., Kaaks, Rudolf, Keeman, Renske, Kitahara, Cari M., Ko, Yon-Dschun, Koutros, Stella, Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Lee, Eunjung, Lejbkowicz, Flavio, Linet, Martha, Lissowska, Jolanta, Llaneza, Ana, MacInnis, Robert J., Martinez, Maria Elena, Maurer, Tabea, McLean, Catriona, Neuhausen, Susan L., Newman, William G., Norman, Aaron, O'Brien, Katie M., Olshan, Andrew F., Olson, Janet E., Olsson, Håkan, Orr, Nick, Perou, Charles M., Pita, Guillermo, Polley, Eric C., Prentice, Ross L., Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Sandler, Dale P., Saunders, Christobel, Schoemaker, Minouk J., Schöttker, Ben, Schumacher, Fredrick, Scott, Christopher, Scott, Rodney J., Shu, Xiao-Ou, Smeets, Ann, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Swerdlow, Anthony J., Tamimi, Rulla M., Taylor, Jack A., Troester, Melissa A., Vachon, Celine M., van Veen, Elke M., Wang, Xiaoliang, Weinberg, Clarice R., Weltens, Caroline, Willett, Walter, Winham, Stacey J., Wolk, Alicja, Yang, Xiaohong R., Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Schmidt, Marjanka K., Kraft, Peter, Easton, Douglas F., Milne, Roger L., García-Closas, Montserrat, and Chang-Claude, Jenny
Abstract: We evaluated the joint associations between a new 313-variant PRS (PRS313) and questionnaire-based breast cancer risk factors for women of European ancestry, using 72 284 cases and 80 354 controls from the Breast Cancer Association Consortium. Interactions were evaluated using standard logistic regression and a newly developed case-only method for breast cancer risk overall and by estrogen receptor status. After accounting for multiple testing, we did not find evidence that per-standard deviation PRS313 odds ratio differed across strata defined by individual risk factors. Goodness-of-fit tests did not reject the assumption of a multiplicative model between PRS313 and each risk factor. Variation in projected absolute lifetime risk of breast cancer associated with classical risk factors was greater for women with higher genetic risk (PRS313 and family history) and, on average, 17.5% higher in the highest vs lowest deciles of genetic risk. These findings have implications for risk prevention for women at increased risk of breast cancer.
Published: 2021
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18. Mendelian randomisation study of smoking exposure in relation to breast cancer risk

Author: Park, Hanla A, Neumeyer, Sonja, Michailidou, Kyriaki, Bolla, Manjeet K, Wang, Qin, Dennis, Joe, Ahearn, Thomas U, Andrulis, Irene L, Anton-Culver, Hoda, Antonenkova, Natalia N, Arndt, Volker, Aronson, Kristan J, Augustinsson, Annelie, Baten, Adinda, Beane Freeman, Laura E, Becher, Heiko, Beckmann, Matthias W, Behrens, Sabine, Benitez, Javier, Bermisheva, Marina, Bogdanova, Natalia V, Bojesen, Stig E, Brauch, Hiltrud, Brenner, Hermann, Brucker, Sara Y, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E, Chanock, Stephen J, Chenevix-Trench, Georgia, Clarke, Christine L, Conroy, Don M, Couch, Fergus J, Cox, Angela, Cross, Simon S, Czene, Kamila, Daly, Mary B, Devilee, Peter, Dörk, Thilo, Dos-Santos-Silva, Isabel, Dwek, Miriam, Eccles, Diana M, Eliassen, A Heather, Engel, Christoph, Eriksson, Mikael, Evans, D Gareth, Fasching, Peter A, Flyger, Henrik, Fritschi, Lin, García-Closas, Montserrat, García-Sáenz, José A, Gaudet, Mia M, Giles, Graham G, Glendon, Gord, Goldberg, Mark S, Goldgar, David E, González-Neira, Anna, Grip, Mervi, Guénel, Pascal, Hahnen, Eric, Haiman, Christopher A, Håkansson, Niclas, Hall, Per, Hamann, Ute, Han, Sileny, Harkness, Elaine F, Hart, Steven N, He, Wei, Heemskerk-Gerritsen, Bernadette A M, Hopper, John L, Hunter, David J, Jager, Agnes, Jakubowska, Anna, John, Esther M, Jung, Audrey, Kaaks, Rudolf, Kapoor, Pooja Middha, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M, Koppert, Linetta B, Koutros, Stella, Kristensen, Vessela N, Kurian, Allison W, Lacey, James, Lambrechts, Diether, Le Marchand, Loic, Lo, Wing-Yee, Lubiński, Jan, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martinez, Maria Elena, Mavroudis, Dimitrios, Meindl, Alfons, Menon, Usha, Milne, Roger L, Muranen, Taru A, Nevanlinna, Heli, Newman, William G, Nordestgaard, Børge G, Offit, Kenneth, Olshan, Andrew F, Olsson, Håkan, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Presneau, Nadege, Radice, Paolo, Rennert, Gad, Rennert, Hedy S, Romero, Atocha, Saloustros, Emmanouil, Sawyer, Elinor J, Schmidt, Marjanka K, Schmutzler, Rita K, Schoemaker, Minouk J, Schwentner, Lukas, Scott, Christopher, Shah, Mitul, Shu, Xiao-Ou, Simard, Jacques, Smeets, Ann, Southey, Melissa C, Spinelli, John J, Stevens, Victoria, Swerdlow, Anthony J, Tamimi, Rulla M, Tapper, William J, Taylor, Jack A, Terry, Mary Beth, Tomlinson, Ian, Troester, Melissa A, Truong, Thérèse, Vachon, Celine M, van Veen, Elke M, Vijai, Joseph, Wang, Sophia, Wendt, Camilla, Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Dunning, Alison M, Pharoah, Paul D P, Easton, Douglas F, Zheng, Wei, Kraft, Peter, Chang-Claude, Jenny, Park, Hanla A, Neumeyer, Sonja, Michailidou, Kyriaki, Bolla, Manjeet K, Wang, Qin, Dennis, Joe, Ahearn, Thomas U, Andrulis, Irene L, Anton-Culver, Hoda, Antonenkova, Natalia N, Arndt, Volker, Aronson, Kristan J, Augustinsson, Annelie, Baten, Adinda, Beane Freeman, Laura E, Becher, Heiko, Beckmann, Matthias W, Behrens, Sabine, Benitez, Javier, Bermisheva, Marina, Bogdanova, Natalia V, Bojesen, Stig E, Brauch, Hiltrud, Brenner, Hermann, Brucker, Sara Y, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E, Chanock, Stephen J, Chenevix-Trench, Georgia, Clarke, Christine L, Conroy, Don M, Couch, Fergus J, Cox, Angela, Cross, Simon S, Czene, Kamila, Daly, Mary B, Devilee, Peter, Dörk, Thilo, Dos-Santos-Silva, Isabel, Dwek, Miriam, Eccles, Diana M, Eliassen, A Heather, Engel, Christoph, Eriksson, Mikael, Evans, D Gareth, Fasching, Peter A, Flyger, Henrik, Fritschi, Lin, García-Closas, Montserrat, García-Sáenz, José A, Gaudet, Mia M, Giles, Graham G, Glendon, Gord, Goldberg, Mark S, Goldgar, David E, González-Neira, Anna, Grip, Mervi, Guénel, Pascal, Hahnen, Eric, Haiman, Christopher A, Håkansson, Niclas, Hall, Per, Hamann, Ute, Han, Sileny, Harkness, Elaine F, Hart, Steven N, He, Wei, Heemskerk-Gerritsen, Bernadette A M, Hopper, John L, Hunter, David J, Jager, Agnes, Jakubowska, Anna, John, Esther M, Jung, Audrey, Kaaks, Rudolf, Kapoor, Pooja Middha, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M, Koppert, Linetta B, Koutros, Stella, Kristensen, Vessela N, Kurian, Allison W, Lacey, James, Lambrechts, Diether, Le Marchand, Loic, Lo, Wing-Yee, Lubiński, Jan, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martinez, Maria Elena, Mavroudis, Dimitrios, Meindl, Alfons, Menon, Usha, Milne, Roger L, Muranen, Taru A, Nevanlinna, Heli, Newman, William G, Nordestgaard, Børge G, Offit, Kenneth, Olshan, Andrew F, Olsson, Håkan, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Presneau, Nadege, Radice, Paolo, Rennert, Gad, Rennert, Hedy S, Romero, Atocha, Saloustros, Emmanouil, Sawyer, Elinor J, Schmidt, Marjanka K, Schmutzler, Rita K, Schoemaker, Minouk J, Schwentner, Lukas, Scott, Christopher, Shah, Mitul, Shu, Xiao-Ou, Simard, Jacques, Smeets, Ann, Southey, Melissa C, Spinelli, John J, Stevens, Victoria, Swerdlow, Anthony J, Tamimi, Rulla M, Tapper, William J, Taylor, Jack A, Terry, Mary Beth, Tomlinson, Ian, Troester, Melissa A, Truong, Thérèse, Vachon, Celine M, van Veen, Elke M, Vijai, Joseph, Wang, Sophia, Wendt, Camilla, Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Dunning, Alison M, Pharoah, Paul D P, Easton, Douglas F, Zheng, Wei, Kraft, Peter, and Chang-Claude, 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. Conclusion: 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
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19. Mendelian randomisation study of smoking exposure in relation to breast cancer risk

Author: Park, Hanla A, Neumeyer, Sonja, Michailidou, Kyriaki, Bolla, Manjeet K, Wang, Qin, Dennis, Joe, Ahearn, Thomas U, Andrulis, Irene L, Anton-Culver, Hoda, Antonenkova, Natalia N, Arndt, Volker, Aronson, Kristan J, Augustinsson, Annelie, Baten, Adinda, Beane Freeman, Laura E, Becher, Heiko, Beckmann, Matthias W, Behrens, Sabine, Benitez, Javier, Bermisheva, Marina, Bogdanova, Natalia V, Bojesen, Stig E, Brauch, Hiltrud, Brenner, Hermann, Brucker, Sara Y, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E, Chanock, Stephen J, Chenevix-Trench, Georgia, Clarke, Christine L, Conroy, Don M, Couch, Fergus J, Cox, Angela, Cross, Simon S, Czene, Kamila, Daly, Mary B, Devilee, Peter, Dörk, Thilo, Dos-Santos-Silva, Isabel, Dwek, Miriam, Eccles, Diana M, Eliassen, A Heather, Engel, Christoph, Eriksson, Mikael, Evans, D Gareth, Fasching, Peter A, Flyger, Henrik, Fritschi, Lin, García-Closas, Montserrat, García-Sáenz, José A, Gaudet, Mia M, Giles, Graham G, Glendon, Gord, Goldberg, Mark S, Goldgar, David E, González-Neira, Anna, Grip, Mervi, Guénel, Pascal, Hahnen, Eric, Haiman, Christopher A, Håkansson, Niclas, Hall, Per, Hamann, Ute, Han, Sileny, Harkness, Elaine F, Hart, Steven N, He, Wei, Heemskerk-Gerritsen, Bernadette A M, Hopper, John L, Hunter, David J, Jager, Agnes, Jakubowska, Anna, John, Esther M, Jung, Audrey, Kaaks, Rudolf, Kapoor, Pooja Middha, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M, Koppert, Linetta B, Koutros, Stella, Kristensen, Vessela N, Kurian, Allison W, Lacey, James, Lambrechts, Diether, Le Marchand, Loic, Lo, Wing-Yee, Lubiński, Jan, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martinez, Maria Elena, Mavroudis, Dimitrios, Meindl, Alfons, Menon, Usha, Milne, Roger L, Muranen, Taru A, Nevanlinna, Heli, Newman, William G, Nordestgaard, Børge G, Offit, Kenneth, Olshan, Andrew F, Olsson, Håkan, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Presneau, Nadege, Radice, Paolo, Rennert, Gad, Rennert, Hedy S, Romero, Atocha, Saloustros, Emmanouil, Sawyer, Elinor J, Schmidt, Marjanka K, Schmutzler, Rita K, Schoemaker, Minouk J, Schwentner, Lukas, Scott, Christopher, Shah, Mitul, Shu, Xiao-Ou, Simard, Jacques, Smeets, Ann, Southey, Melissa C, Spinelli, John J, Stevens, Victoria, Swerdlow, Anthony J, Tamimi, Rulla M, Tapper, William J, Taylor, Jack A, Terry, Mary Beth, Tomlinson, Ian, Troester, Melissa A, Truong, Thérèse, Vachon, Celine M, van Veen, Elke M, Vijai, Joseph, Wang, Sophia, Wendt, Camilla, Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Dunning, Alison M, Pharoah, Paul D P, Easton, Douglas F, Zheng, Wei, Kraft, Peter, Chang-Claude, Jenny, Park, Hanla A, Neumeyer, Sonja, Michailidou, Kyriaki, Bolla, Manjeet K, Wang, Qin, Dennis, Joe, Ahearn, Thomas U, Andrulis, Irene L, Anton-Culver, Hoda, Antonenkova, Natalia N, Arndt, Volker, Aronson, Kristan J, Augustinsson, Annelie, Baten, Adinda, Beane Freeman, Laura E, Becher, Heiko, Beckmann, Matthias W, Behrens, Sabine, Benitez, Javier, Bermisheva, Marina, Bogdanova, Natalia V, Bojesen, Stig E, Brauch, Hiltrud, Brenner, Hermann, Brucker, Sara Y, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E, Chanock, Stephen J, Chenevix-Trench, Georgia, Clarke, Christine L, Conroy, Don M, Couch, Fergus J, Cox, Angela, Cross, Simon S, Czene, Kamila, Daly, Mary B, Devilee, Peter, Dörk, Thilo, Dos-Santos-Silva, Isabel, Dwek, Miriam, Eccles, Diana M, Eliassen, A Heather, Engel, Christoph, Eriksson, Mikael, Evans, D Gareth, Fasching, Peter A, Flyger, Henrik, Fritschi, Lin, García-Closas, Montserrat, García-Sáenz, José A, Gaudet, Mia M, Giles, Graham G, Glendon, Gord, Goldberg, Mark S, Goldgar, David E, González-Neira, Anna, Grip, Mervi, Guénel, Pascal, Hahnen, Eric, Haiman, Christopher A, Håkansson, Niclas, Hall, Per, Hamann, Ute, Han, Sileny, Harkness, Elaine F, Hart, Steven N, He, Wei, Heemskerk-Gerritsen, Bernadette A M, Hopper, John L, Hunter, David J, Jager, Agnes, Jakubowska, Anna, John, Esther M, Jung, Audrey, Kaaks, Rudolf, Kapoor, Pooja Middha, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M, Koppert, Linetta B, Koutros, Stella, Kristensen, Vessela N, Kurian, Allison W, Lacey, James, Lambrechts, Diether, Le Marchand, Loic, Lo, Wing-Yee, Lubiński, Jan, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martinez, Maria Elena, Mavroudis, Dimitrios, Meindl, Alfons, Menon, Usha, Milne, Roger L, Muranen, Taru A, Nevanlinna, Heli, Newman, William G, Nordestgaard, Børge G, Offit, Kenneth, Olshan, Andrew F, Olsson, Håkan, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Presneau, Nadege, Radice, Paolo, Rennert, Gad, Rennert, Hedy S, Romero, Atocha, Saloustros, Emmanouil, Sawyer, Elinor J, Schmidt, Marjanka K, Schmutzler, Rita K, Schoemaker, Minouk J, Schwentner, Lukas, Scott, Christopher, Shah, Mitul, Shu, Xiao-Ou, Simard, Jacques, Smeets, Ann, Southey, Melissa C, Spinelli, John J, Stevens, Victoria, Swerdlow, Anthony J, Tamimi, Rulla M, Tapper, William J, Taylor, Jack A, Terry, Mary Beth, Tomlinson, Ian, Troester, Melissa A, Truong, Thérèse, Vachon, Celine M, van Veen, Elke M, Vijai, Joseph, Wang, Sophia, Wendt, Camilla, Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Dunning, Alison M, Pharoah, Paul D P, Easton, Douglas F, Zheng, Wei, Kraft, Peter, and Chang-Claude, 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. Conclusion: 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
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20. Mendelian randomisation study of smoking exposure in relation to breast cancer risk

Author: Park, Hanla A, Neumeyer, Sonja, Michailidou, Kyriaki, Bolla, Manjeet K, Wang, Qin, Dennis, Joe, Ahearn, Thomas U, Andrulis, Irene L, Anton-Culver, Hoda, Antonenkova, Natalia N, Arndt, Volker, Aronson, Kristan J, Augustinsson, Annelie, Baten, Adinda, Beane Freeman, Laura E, Becher, Heiko, Beckmann, Matthias W, Behrens, Sabine, Benitez, Javier, Bermisheva, Marina, Bogdanova, Natalia V, Bojesen, Stig E, Brauch, Hiltrud, Brenner, Hermann, Brucker, Sara Y, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E, Chanock, Stephen J, Chenevix-Trench, Georgia, Clarke, Christine L, Conroy, Don M, Couch, Fergus J, Cox, Angela, Cross, Simon S, Czene, Kamila, Daly, Mary B, Devilee, Peter, Dörk, Thilo, Dos-Santos-Silva, Isabel, Dwek, Miriam, Eccles, Diana M, Eliassen, A Heather, Engel, Christoph, Eriksson, Mikael, Evans, D Gareth, Fasching, Peter A, Flyger, Henrik, Fritschi, Lin, García-Closas, Montserrat, García-Sáenz, José A, Gaudet, Mia M, Giles, Graham G, Glendon, Gord, Goldberg, Mark S, Goldgar, David E, González-Neira, Anna, Grip, Mervi, Guénel, Pascal, Hahnen, Eric, Haiman, Christopher A, Håkansson, Niclas, Hall, Per, Hamann, Ute, Han, Sileny, Harkness, Elaine F, Hart, Steven N, He, Wei, Heemskerk-Gerritsen, Bernadette A M, Hopper, John L, Hunter, David J, Jager, Agnes, Jakubowska, Anna, John, Esther M, Jung, Audrey, Kaaks, Rudolf, Kapoor, Pooja Middha, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M, Koppert, Linetta B, Koutros, Stella, Kristensen, Vessela N, Kurian, Allison W, Lacey, James, Lambrechts, Diether, Le Marchand, Loic, Lo, Wing-Yee, Lubiński, Jan, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martinez, Maria Elena, Mavroudis, Dimitrios, Meindl, Alfons, Menon, Usha, Milne, Roger L, Muranen, Taru A, Nevanlinna, Heli, Newman, William G, Nordestgaard, Børge G, Offit, Kenneth, Olshan, Andrew F, Olsson, Håkan, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Presneau, Nadege, Radice, Paolo, Rennert, Gad, Rennert, Hedy S, Romero, Atocha, Saloustros, Emmanouil, Sawyer, Elinor J, Schmidt, Marjanka K, Schmutzler, Rita K, Schoemaker, Minouk J, Schwentner, Lukas, Scott, Christopher, Shah, Mitul, Shu, Xiao-Ou, Simard, Jacques, Smeets, Ann, Southey, Melissa C, Spinelli, John J, Stevens, Victoria, Swerdlow, Anthony J, Tamimi, Rulla M, Tapper, William J, Taylor, Jack A, Terry, Mary Beth, Tomlinson, Ian, Troester, Melissa A, Truong, Thérèse, Vachon, Celine M, van Veen, Elke M, Vijai, Joseph, Wang, Sophia, Wendt, Camilla, Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Dunning, Alison M, Pharoah, Paul D P, Easton, Douglas F, Zheng, Wei, Kraft, Peter, Chang-Claude, Jenny, Park, Hanla A, Neumeyer, Sonja, Michailidou, Kyriaki, Bolla, Manjeet K, Wang, Qin, Dennis, Joe, Ahearn, Thomas U, Andrulis, Irene L, Anton-Culver, Hoda, Antonenkova, Natalia N, Arndt, Volker, Aronson, Kristan J, Augustinsson, Annelie, Baten, Adinda, Beane Freeman, Laura E, Becher, Heiko, Beckmann, Matthias W, Behrens, Sabine, Benitez, Javier, Bermisheva, Marina, Bogdanova, Natalia V, Bojesen, Stig E, Brauch, Hiltrud, Brenner, Hermann, Brucker, Sara Y, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E, Chanock, Stephen J, Chenevix-Trench, Georgia, Clarke, Christine L, Conroy, Don M, Couch, Fergus J, Cox, Angela, Cross, Simon S, Czene, Kamila, Daly, Mary B, Devilee, Peter, Dörk, Thilo, Dos-Santos-Silva, Isabel, Dwek, Miriam, Eccles, Diana M, Eliassen, A Heather, Engel, Christoph, Eriksson, Mikael, Evans, D Gareth, Fasching, Peter A, Flyger, Henrik, Fritschi, Lin, García-Closas, Montserrat, García-Sáenz, José A, Gaudet, Mia M, Giles, Graham G, Glendon, Gord, Goldberg, Mark S, Goldgar, David E, González-Neira, Anna, Grip, Mervi, Guénel, Pascal, Hahnen, Eric, Haiman, Christopher A, Håkansson, Niclas, Hall, Per, Hamann, Ute, Han, Sileny, Harkness, Elaine F, Hart, Steven N, He, Wei, Heemskerk-Gerritsen, Bernadette A M, Hopper, John L, Hunter, David J, Jager, Agnes, Jakubowska, Anna, John, Esther M, Jung, Audrey, Kaaks, Rudolf, Kapoor, Pooja Middha, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M, Koppert, Linetta B, Koutros, Stella, Kristensen, Vessela N, Kurian, Allison W, Lacey, James, Lambrechts, Diether, Le Marchand, Loic, Lo, Wing-Yee, Lubiński, Jan, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martinez, Maria Elena, Mavroudis, Dimitrios, Meindl, Alfons, Menon, Usha, Milne, Roger L, Muranen, Taru A, Nevanlinna, Heli, Newman, William G, Nordestgaard, Børge G, Offit, Kenneth, Olshan, Andrew F, Olsson, Håkan, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Presneau, Nadege, Radice, Paolo, Rennert, Gad, Rennert, Hedy S, Romero, Atocha, Saloustros, Emmanouil, Sawyer, Elinor J, Schmidt, Marjanka K, Schmutzler, Rita K, Schoemaker, Minouk J, Schwentner, Lukas, Scott, Christopher, Shah, Mitul, Shu, Xiao-Ou, Simard, Jacques, Smeets, Ann, Southey, Melissa C, Spinelli, John J, Stevens, Victoria, Swerdlow, Anthony J, Tamimi, Rulla M, Tapper, William J, Taylor, Jack A, Terry, Mary Beth, Tomlinson, Ian, Troester, Melissa A, Truong, Thérèse, Vachon, Celine M, van Veen, Elke M, Vijai, Joseph, Wang, Sophia, Wendt, Camilla, Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Dunning, Alison M, Pharoah, Paul D P, Easton, Douglas F, Zheng, Wei, Kraft, Peter, and Chang-Claude, 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. Conclusion: 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
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21. 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, Anna, Escala-Garcia, Maria, Beesley, Jonathan, Keeman, Renske, Canisius, Sander, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Auer, Paul L., Augustinsson, Annelie, Freeman, Laura E. Beane, Becher, Heiko, Beckmann, Matthias W., Behrens, Sabine, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Bruening, Thomas, Buys, Saundra S., Caan, Bette, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chang-Claude, Jenny, Chanock, Stephen J., Cheng, Ting-Yuan David, Clarke, Christine L., Colonna, Sarah, V, Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Daly, Mary B., Dennis, Joe, Dork, Thilo, Dossus, Laure, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Flyger, Henrik, Fritschi, Lin, Gago-Dominguez, Manuela, Garcia-Saenz, Jose A., Giles, Graham G., Grip, Mervi, Guenel, Pascal, Guendert, Melanie, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Hart, Steven N., Hartikainen, Jaana M., Hartmann, Arndt, He, Wei, Hooning, Maartje J., Hoppe, Reiner, Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, Janni, Wolfgang, John, Esther M., Jung, Audrey Y., Kaaks, Rudolf, Keupers, Machteld, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lacey, James, V, Lambrechts, Diether, Le Marchand, Loic, Lindblom, Annika, Linet, Martha, Luben, Robert N., Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martens, John W. M., Martinez, Maria Elena, Mavroudis, Dimitrios, Michailidou, Kyriaki, Milne, Roger L., Mulligan, Anna Marie, Muranen, Taru A., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Olshan, Andrew F., Olsson, Hakan, Orr, Nick, Park-Simon, Tjoung-Won, Patel, Alpa, V, Peissel, Bernard, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Prajzendanc, Karolina, Prentice, Ross, Presneau, Nadege, Rack, Brigitte, Rennert, Gad, Rennert, Hedy S., Rhenius, Valerie, Romero, Atocha, Roylance, Rebecca, Lubinski, Jan, Ruebner, Matthias, Saloustros, Emmanouil, Sawyer, Elinor J., Schmutzler, Rita K., Schneeweiss, Andreas, Scott, Christopher, Shah, Mitul, Smichkoska, Snezhana, Southey, Melissa C., Stone, Jennifer, Surowy, Harald, Swerdlow, Anthony J., Tamimi, Rulla M., Tapper, William J., Teras, Lauren R., Terry, Mary Beth, Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., Wang, Qin, Hurson, Amber N., Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Brauch, Hiltrud, Garcia-Closas, Montserrat, Pharoah, Paul D. P., Easton, Douglas F., Chenevix-Trench, Georgia, Schmidt, Marjanka K., Morra, Anna, Escala-Garcia, Maria, Beesley, Jonathan, Keeman, Renske, Canisius, Sander, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Auer, Paul L., Augustinsson, Annelie, Freeman, Laura E. Beane, Becher, Heiko, Beckmann, Matthias W., Behrens, Sabine, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Bruening, Thomas, Buys, Saundra S., Caan, Bette, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chang-Claude, Jenny, Chanock, Stephen J., Cheng, Ting-Yuan David, Clarke, Christine L., Colonna, Sarah, V, Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Daly, Mary B., Dennis, Joe, Dork, Thilo, Dossus, Laure, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Flyger, Henrik, Fritschi, Lin, Gago-Dominguez, Manuela, Garcia-Saenz, Jose A., Giles, Graham G., Grip, Mervi, Guenel, Pascal, Guendert, Melanie, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Hart, Steven N., Hartikainen, Jaana M., Hartmann, Arndt, He, Wei, Hooning, Maartje J., Hoppe, Reiner, Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, Janni, Wolfgang, John, Esther M., Jung, Audrey Y., Kaaks, Rudolf, Keupers, Machteld, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lacey, James, V, Lambrechts, Diether, Le Marchand, Loic, Lindblom, Annika, Linet, Martha, Luben, Robert N., Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martens, John W. M., Martinez, Maria Elena, Mavroudis, Dimitrios, Michailidou, Kyriaki, Milne, Roger L., Mulligan, Anna Marie, Muranen, Taru A., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Olshan, Andrew F., Olsson, Hakan, Orr, Nick, Park-Simon, Tjoung-Won, Patel, Alpa, V, Peissel, Bernard, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Prajzendanc, Karolina, Prentice, Ross, Presneau, Nadege, Rack, Brigitte, Rennert, Gad, Rennert, Hedy S., Rhenius, Valerie, Romero, Atocha, Roylance, Rebecca, Lubinski, Jan, Ruebner, Matthias, Saloustros, Emmanouil, Sawyer, Elinor J., Schmutzler, Rita K., Schneeweiss, Andreas, Scott, Christopher, Shah, Mitul, Smichkoska, Snezhana, Southey, Melissa C., Stone, Jennifer, Surowy, Harald, Swerdlow, Anthony J., Tamimi, Rulla M., Tapper, William J., Teras, Lauren R., Terry, Mary Beth, Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., Wang, Qin, Hurson, Amber N., Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Brauch, Hiltrud, Garcia-Closas, Montserrat, Pharoah, Paul D. P., Easton, Douglas F., Chenevix-Trench, Georgia, and Schmidt, 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 variants on breast
Published: 2021
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22. CYP3A7*1C allele : linking premenopausal oestrone and progesterone levels with risk of hormone receptor-positive breast cancers

Author: Johnson, Nichola, Maguire, Sarah, Morra, Anna, Kapoor, Pooja Middha, Tomczyk, Katarzyna, Jones, Michael E., Schoemaker, Minouk J., Gilham, Clare, Bolla, Manjeet K., Wang, Qin, Dennis, Joe, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Antonenkova, Natalia N., Arndt, Volker, Aronson, Kristan J., Augustinsson, Annelie, Baynes, Caroline, Freeman, Laura E. Beane, Beckmann, Matthias W., Benitez, Javier, Bermisheva, Marina, Blomqvist, Carl, Boeckx, Bram, Bogdanova, Natalia V., Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chanock, Stephen J., Chenevix-Trench, Georgia, Clarke, Christine L., Conroy, Don M., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Doerk, Thilo, Eliassen, A. Heather, Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Floris, Giuseppe, Flyger, Henrik, Gago-Dominguez, Manuela, Gapstur, Susan M., Garcia-Closas, Montserrat, Gaudet, Mia M., Giles, Graham G., Goldberg, Mark S., Gonzalez-Neira, Anna, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Harrington, Patricia A., Hart, Steven N., Hooning, Maartje J., Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, John, Esther M., Kaaks, Rudolf, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M., Kosma, Veli-Matti, Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Linet, Martha, Lubinski, Jan, Mannermaa, Arto, Manoukian, Siranoush, Margolin, Sara, Martens, John W. M., Mavroudis, Dimitrios, Mayes, Rebecca, Meindl, Alfons, Milne, Roger L., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Obi, Nadia, Olshan, Andrew F., Olson, Janet E., Olsson, Hakan, Orban, Ester, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Pylkas, Katri, Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Saloustros, Emmanouil, Sandler, Dale P., Sawyer, Elinor J., Schmutzler, Rita K., Scott, Christopher, Shu, Xiao-Ou, Simard, Jacques, Smichkoska, Snezhana, Sohn, Christof, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Tamimi, Rulla M., Taylor, Jack A., Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., van Veen, Elke M., Wang, Sophia S., Weinberg, Clarice R., Wendt, Camilla, Wildiers, Hans, Winqvist, Robert, Wolk, Alicja, Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Easton, Douglas F., Howie, A. Forbes, Peto, Julian, dos-Santos-Silva, Isabel, Swerdlow, Anthony J., Chang-Claude, Jenny, Schmidt, Marjanka K., Orr, Nick, Fletcher, Olivia, Johnson, Nichola, Maguire, Sarah, Morra, Anna, Kapoor, Pooja Middha, Tomczyk, Katarzyna, Jones, Michael E., Schoemaker, Minouk J., Gilham, Clare, Bolla, Manjeet K., Wang, Qin, Dennis, Joe, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Antonenkova, Natalia N., Arndt, Volker, Aronson, Kristan J., Augustinsson, Annelie, Baynes, Caroline, Freeman, Laura E. Beane, Beckmann, Matthias W., Benitez, Javier, Bermisheva, Marina, Blomqvist, Carl, Boeckx, Bram, Bogdanova, Natalia V., Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chanock, Stephen J., Chenevix-Trench, Georgia, Clarke, Christine L., Conroy, Don M., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Doerk, Thilo, Eliassen, A. Heather, Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Floris, Giuseppe, Flyger, Henrik, Gago-Dominguez, Manuela, Gapstur, Susan M., Garcia-Closas, Montserrat, Gaudet, Mia M., Giles, Graham G., Goldberg, Mark S., Gonzalez-Neira, Anna, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Harrington, Patricia A., Hart, Steven N., Hooning, Maartje J., Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, John, Esther M., Kaaks, Rudolf, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M., Kosma, Veli-Matti, Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Linet, Martha, Lubinski, Jan, Mannermaa, Arto, Manoukian, Siranoush, Margolin, Sara, Martens, John W. M., Mavroudis, Dimitrios, Mayes, Rebecca, Meindl, Alfons, Milne, Roger L., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Obi, Nadia, Olshan, Andrew F., Olson, Janet E., Olsson, Hakan, Orban, Ester, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Pylkas, Katri, Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Saloustros, Emmanouil, Sandler, Dale P., Sawyer, Elinor J., Schmutzler, Rita K., Scott, Christopher, Shu, Xiao-Ou, Simard, Jacques, Smichkoska, Snezhana, Sohn, Christof, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Tamimi, Rulla M., Taylor, Jack A., Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., van Veen, Elke M., Wang, Sophia S., Weinberg, Clarice R., Wendt, Camilla, Wildiers, Hans, Winqvist, Robert, Wolk, Alicja, Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Easton, Douglas F., Howie, A. Forbes, Peto, Julian, dos-Santos-Silva, Isabel, Swerdlow, Anthony J., Chang-Claude, Jenny, Schmidt, Marjanka K., Orr, Nick, and Fletcher, Olivia
Abstract: Background Epidemiological studies provide strong evidence for a role of endogenous sex hormones in the aetiology of breast cancer. The aim of this analysis was to identify genetic variants that are associated with urinary sex-hormone levels and breast cancer risk. Methods We carried out a genome-wide association study of urinary oestrone-3-glucuronide and pregnanediol-3-glucuronide levels in 560 premenopausal women, with additional analysis of progesterone levels in 298 premenopausal women. To test for the association with breast cancer risk, we carried out follow-up genotyping in 90,916 cases and 89,893 controls from the Breast Cancer Association Consortium. All women were of European ancestry. Results For pregnanediol-3-glucuronide, there were no genome-wide significant associations; for oestrone-3-glucuronide, we identified a single peak mapping to the CYP3A locus, annotated by rs45446698. The minor rs45446698-C allele was associated with lower oestrone-3-glucuronide (-49.2%, 95% CI -56.1% to -41.1%, P = 3.1 x 10(-18)); in follow-up analyses, rs45446698-C was also associated with lower progesterone (-26.7%, 95% CI -39.4% to -11.6%, P = 0.001) and reduced risk of oestrogen and progesterone receptor-positive breast cancer (OR = 0.86, 95% CI 0.82-0.91, P = 6.9 x 10(-8)). Conclusions The CYP3A7*1C allele is associated with reduced risk of hormone receptor-positive breast cancer possibly mediated via an effect on the metabolism of endogenous sex hormones in premenopausal women.
Published: 2021
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23. 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, Anna, Escala-Garcia, Maria, Beesley, Jonathan, Keeman, Renske, Canisius, Sander, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Auer, Paul L., Augustinsson, Annelie, Freeman, Laura E. Beane, Becher, Heiko, Beckmann, Matthias W., Behrens, Sabine, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Bruening, Thomas, Buys, Saundra S., Caan, Bette, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chang-Claude, Jenny, Chanock, Stephen J., Cheng, Ting-Yuan David, Clarke, Christine L., Colonna, Sarah, V, Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Daly, Mary B., Dennis, Joe, Dork, Thilo, Dossus, Laure, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Flyger, Henrik, Fritschi, Lin, Gago-Dominguez, Manuela, Garcia-Saenz, Jose A., Giles, Graham G., Grip, Mervi, Guenel, Pascal, Guendert, Melanie, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Hart, Steven N., Hartikainen, Jaana M., Hartmann, Arndt, He, Wei, Hooning, Maartje J., Hoppe, Reiner, Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, Janni, Wolfgang, John, Esther M., Jung, Audrey Y., Kaaks, Rudolf, Keupers, Machteld, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lacey, James, V, Lambrechts, Diether, Le Marchand, Loic, Lindblom, Annika, Linet, Martha, Luben, Robert N., Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martens, John W. M., Martinez, Maria Elena, Mavroudis, Dimitrios, Michailidou, Kyriaki, Milne, Roger L., Mulligan, Anna Marie, Muranen, Taru A., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Olshan, Andrew F., Olsson, Hakan, Orr, Nick, Park-Simon, Tjoung-Won, Patel, Alpa, V, Peissel, Bernard, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Prajzendanc, Karolina, Prentice, Ross, Presneau, Nadege, Rack, Brigitte, Rennert, Gad, Rennert, Hedy S., Rhenius, Valerie, Romero, Atocha, Roylance, Rebecca, Lubinski, Jan, Ruebner, Matthias, Saloustros, Emmanouil, Sawyer, Elinor J., Schmutzler, Rita K., Schneeweiss, Andreas, Scott, Christopher, Shah, Mitul, Smichkoska, Snezhana, Southey, Melissa C., Stone, Jennifer, Surowy, Harald, Swerdlow, Anthony J., Tamimi, Rulla M., Tapper, William J., Teras, Lauren R., Terry, Mary Beth, Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., Wang, Qin, Hurson, Amber N., Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Brauch, Hiltrud, Garcia-Closas, Montserrat, Pharoah, Paul D. P., Easton, Douglas F., Chenevix-Trench, Georgia, Schmidt, Marjanka K., Morra, Anna, Escala-Garcia, Maria, Beesley, Jonathan, Keeman, Renske, Canisius, Sander, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Auer, Paul L., Augustinsson, Annelie, Freeman, Laura E. Beane, Becher, Heiko, Beckmann, Matthias W., Behrens, Sabine, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Bruening, Thomas, Buys, Saundra S., Caan, Bette, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chang-Claude, Jenny, Chanock, Stephen J., Cheng, Ting-Yuan David, Clarke, Christine L., Colonna, Sarah, V, Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Daly, Mary B., Dennis, Joe, Dork, Thilo, Dossus, Laure, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Flyger, Henrik, Fritschi, Lin, Gago-Dominguez, Manuela, Garcia-Saenz, Jose A., Giles, Graham G., Grip, Mervi, Guenel, Pascal, Guendert, Melanie, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Hart, Steven N., Hartikainen, Jaana M., Hartmann, Arndt, He, Wei, Hooning, Maartje J., Hoppe, Reiner, Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, Janni, Wolfgang, John, Esther M., Jung, Audrey Y., Kaaks, Rudolf, Keupers, Machteld, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lacey, James, V, Lambrechts, Diether, Le Marchand, Loic, Lindblom, Annika, Linet, Martha, Luben, Robert N., Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martens, John W. M., Martinez, Maria Elena, Mavroudis, Dimitrios, Michailidou, Kyriaki, Milne, Roger L., Mulligan, Anna Marie, Muranen, Taru A., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Olshan, Andrew F., Olsson, Hakan, Orr, Nick, Park-Simon, Tjoung-Won, Patel, Alpa, V, Peissel, Bernard, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Prajzendanc, Karolina, Prentice, Ross, Presneau, Nadege, Rack, Brigitte, Rennert, Gad, Rennert, Hedy S., Rhenius, Valerie, Romero, Atocha, Roylance, Rebecca, Lubinski, Jan, Ruebner, Matthias, Saloustros, Emmanouil, Sawyer, Elinor J., Schmutzler, Rita K., Schneeweiss, Andreas, Scott, Christopher, Shah, Mitul, Smichkoska, Snezhana, Southey, Melissa C., Stone, Jennifer, Surowy, Harald, Swerdlow, Anthony J., Tamimi, Rulla M., Tapper, William J., Teras, Lauren R., Terry, Mary Beth, Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., Wang, Qin, Hurson, Amber N., Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Brauch, Hiltrud, Garcia-Closas, Montserrat, Pharoah, Paul D. P., Easton, Douglas F., Chenevix-Trench, Georgia, and Schmidt, 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 variants on breast
Published: 2021
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24. Combined associations of a polygenic risk score and classical risk factors with breast cancer risk

Author: Kapoor, Pooja Middha, Mavaddat, Nasim, Choudhury, Parichoy Pal, Wilcox, Amber N., Lindström, Sara, Behrens, Sabine, Michailidou, Kyriaki, Dennis, Joe, Bolla, Manjeet K., Wang, Qin, Jung, Audrey, Abu-Ful, Zomoroda, Ahearn, Thomas, Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J., Auer, Paul L., Beane Freeman, Laura E., Becher, Heiko, Beckmann, Matthias W., Beeghly-Fadiel, Alicia, Benitez, Javier, Bernstein, Leslie, Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Brüning, Thomas, Cai, Qiuyin, Campa, Daniele, Canzian, Federico, Carracedo, Angel, Carter, Brian D., Castelao, Jose E., Chanock, Stephen J., Chatterjee, Nilanjan, Chenevix-Trench, Georgia, Clarke, Christine L., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Dai, James Y., Earp, H. Shelton, Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Fritschi, Lin, Gabrielson, Marike, Gago-Dominguez, Manuela, Gao, Chi, Gapstur, Susan M., Gaudet, Mia M., Giles, Graham G., González-Neira, Anna, Guénel, Pascal, Haeberle, Lothar, Haiman, Christopher A., Håkansson, Niclas, Hall, Per, Hamann, Ute, Hatse, Sigrid, Heyworth, Jane, Holleczek, Bernd, Hoover, Robert N., Hopper, John L., Howell, Anthony, Hunter, David J., John, Esther M., Jones, Michael E., Kaaks, Rudolf, Keeman, Renske, Kitahara, Cari M., Ko, Yon-Dschun, Koutros, Stella, Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Lee, Eunjung, Lejbkowicz, Flavio, Linet, Martha, Lissowska, Jolanta, Llaneza, Ana, MacInnis, Robert J., Martinez, Maria Elena, Maurer, Tabea, McLean, Catriona, Neuhausen, Susan L., Newman, William G., Norman, Aaron, O'Brien, Katie M., Olshan, Andrew F., Olson, Janet E., Olsson, Håkan, Orr, Nick, Perou, Charles M., Pita, Guillermo, Polley, Eric C., Prentice, Ross L., Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Sandler, Dale P., Saunders, Christobel, Schoemaker, Minouk J., Schöttker, Ben, Schumacher, Fredrick, Scott, Christopher, Scott, Rodney J., Shu, Xiao-Ou, Smeets, Ann, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Swerdlow, Anthony J., Tamimi, Rulla M., Taylor, Jack A., Troester, Melissa A., Vachon, Celine M., van Veen, Elke M., Wang, Xiaoliang, Weinberg, Clarice R., Weltens, Caroline, Willett, Walter, Winham, Stacey J., Wolk, Alicja, Yang, Xiaohong R., Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Schmidt, Marjanka K., Kraft, Peter, Easton, Douglas F., Milne, Roger L., García-Closas, Montserrat, Chang-Claude, Jenny, Kapoor, Pooja Middha, Mavaddat, Nasim, Choudhury, Parichoy Pal, Wilcox, Amber N., Lindström, Sara, Behrens, Sabine, Michailidou, Kyriaki, Dennis, Joe, Bolla, Manjeet K., Wang, Qin, Jung, Audrey, Abu-Ful, Zomoroda, Ahearn, Thomas, Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J., Auer, Paul L., Beane Freeman, Laura E., Becher, Heiko, Beckmann, Matthias W., Beeghly-Fadiel, Alicia, Benitez, Javier, Bernstein, Leslie, Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Brüning, Thomas, Cai, Qiuyin, Campa, Daniele, Canzian, Federico, Carracedo, Angel, Carter, Brian D., Castelao, Jose E., Chanock, Stephen J., Chatterjee, Nilanjan, Chenevix-Trench, Georgia, Clarke, Christine L., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Dai, James Y., Earp, H. Shelton, Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Fritschi, Lin, Gabrielson, Marike, Gago-Dominguez, Manuela, Gao, Chi, Gapstur, Susan M., Gaudet, Mia M., Giles, Graham G., González-Neira, Anna, Guénel, Pascal, Haeberle, Lothar, Haiman, Christopher A., Håkansson, Niclas, Hall, Per, Hamann, Ute, Hatse, Sigrid, Heyworth, Jane, Holleczek, Bernd, Hoover, Robert N., Hopper, John L., Howell, Anthony, Hunter, David J., John, Esther M., Jones, Michael E., Kaaks, Rudolf, Keeman, Renske, Kitahara, Cari M., Ko, Yon-Dschun, Koutros, Stella, Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Lee, Eunjung, Lejbkowicz, Flavio, Linet, Martha, Lissowska, Jolanta, Llaneza, Ana, MacInnis, Robert J., Martinez, Maria Elena, Maurer, Tabea, McLean, Catriona, Neuhausen, Susan L., Newman, William G., Norman, Aaron, O'Brien, Katie M., Olshan, Andrew F., Olson, Janet E., Olsson, Håkan, Orr, Nick, Perou, Charles M., Pita, Guillermo, Polley, Eric C., Prentice, Ross L., Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Sandler, Dale P., Saunders, Christobel, Schoemaker, Minouk J., Schöttker, Ben, Schumacher, Fredrick, Scott, Christopher, Scott, Rodney J., Shu, Xiao-Ou, Smeets, Ann, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Swerdlow, Anthony J., Tamimi, Rulla M., Taylor, Jack A., Troester, Melissa A., Vachon, Celine M., van Veen, Elke M., Wang, Xiaoliang, Weinberg, Clarice R., Weltens, Caroline, Willett, Walter, Winham, Stacey J., Wolk, Alicja, Yang, Xiaohong R., Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Schmidt, Marjanka K., Kraft, Peter, Easton, Douglas F., Milne, Roger L., García-Closas, Montserrat, and Chang-Claude, Jenny
Abstract: We evaluated the joint associations between a new 313-variant PRS (PRS313) and questionnaire-based breast cancer risk factors for women of European ancestry, using 72 284 cases and 80 354 controls from the Breast Cancer Association Consortium. Interactions were evaluated using standard logistic regression and a newly developed case-only method for breast cancer risk overall and by estrogen receptor status. After accounting for multiple testing, we did not find evidence that per-standard deviation PRS313 odds ratio differed across strata defined by individual risk factors. Goodness-of-fit tests did not reject the assumption of a multiplicative model between PRS313 and each risk factor. Variation in projected absolute lifetime risk of breast cancer associated with classical risk factors was greater for women with higher genetic risk (PRS313 and family history) and, on average, 17.5% higher in the highest vs lowest deciles of genetic risk. These findings have implications for risk prevention for women at increased risk of breast cancer.
Published: 2021
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25. CYP3A7*1C allele : linking premenopausal oestrone and progesterone levels with risk of hormone receptor-positive breast cancers

Author: Johnson, Nichola, Maguire, Sarah, Morra, Anna, Kapoor, Pooja Middha, Tomczyk, Katarzyna, Jones, Michael E., Schoemaker, Minouk J., Gilham, Clare, Bolla, Manjeet K., Wang, Qin, Dennis, Joe, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Antonenkova, Natalia N., Arndt, Volker, Aronson, Kristan J., Augustinsson, Annelie, Baynes, Caroline, Freeman, Laura E. Beane, Beckmann, Matthias W., Benitez, Javier, Bermisheva, Marina, Blomqvist, Carl, Boeckx, Bram, Bogdanova, Natalia V., Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chanock, Stephen J., Chenevix-Trench, Georgia, Clarke, Christine L., Conroy, Don M., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Doerk, Thilo, Eliassen, A. Heather, Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Floris, Giuseppe, Flyger, Henrik, Gago-Dominguez, Manuela, Gapstur, Susan M., Garcia-Closas, Montserrat, Gaudet, Mia M., Giles, Graham G., Goldberg, Mark S., Gonzalez-Neira, Anna, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Harrington, Patricia A., Hart, Steven N., Hooning, Maartje J., Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, John, Esther M., Kaaks, Rudolf, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M., Kosma, Veli-Matti, Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Linet, Martha, Lubinski, Jan, Mannermaa, Arto, Manoukian, Siranoush, Margolin, Sara, Martens, John W. M., Mavroudis, Dimitrios, Mayes, Rebecca, Meindl, Alfons, Milne, Roger L., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Obi, Nadia, Olshan, Andrew F., Olson, Janet E., Olsson, Hakan, Orban, Ester, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Pylkas, Katri, Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Saloustros, Emmanouil, Sandler, Dale P., Sawyer, Elinor J., Schmutzler, Rita K., Scott, Christopher, Shu, Xiao-Ou, Simard, Jacques, Smichkoska, Snezhana, Sohn, Christof, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Tamimi, Rulla M., Taylor, Jack A., Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., van Veen, Elke M., Wang, Sophia S., Weinberg, Clarice R., Wendt, Camilla, Wildiers, Hans, Winqvist, Robert, Wolk, Alicja, Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Easton, Douglas F., Howie, A. Forbes, Peto, Julian, dos-Santos-Silva, Isabel, Swerdlow, Anthony J., Chang-Claude, Jenny, Schmidt, Marjanka K., Orr, Nick, Fletcher, Olivia, Johnson, Nichola, Maguire, Sarah, Morra, Anna, Kapoor, Pooja Middha, Tomczyk, Katarzyna, Jones, Michael E., Schoemaker, Minouk J., Gilham, Clare, Bolla, Manjeet K., Wang, Qin, Dennis, Joe, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Antonenkova, Natalia N., Arndt, Volker, Aronson, Kristan J., Augustinsson, Annelie, Baynes, Caroline, Freeman, Laura E. Beane, Beckmann, Matthias W., Benitez, Javier, Bermisheva, Marina, Blomqvist, Carl, Boeckx, Bram, Bogdanova, Natalia V., Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chanock, Stephen J., Chenevix-Trench, Georgia, Clarke, Christine L., Conroy, Don M., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Doerk, Thilo, Eliassen, A. Heather, Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Floris, Giuseppe, Flyger, Henrik, Gago-Dominguez, Manuela, Gapstur, Susan M., Garcia-Closas, Montserrat, Gaudet, Mia M., Giles, Graham G., Goldberg, Mark S., Gonzalez-Neira, Anna, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Harrington, Patricia A., Hart, Steven N., Hooning, Maartje J., Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, John, Esther M., Kaaks, Rudolf, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M., Kosma, Veli-Matti, Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Linet, Martha, Lubinski, Jan, Mannermaa, Arto, Manoukian, Siranoush, Margolin, Sara, Martens, John W. M., Mavroudis, Dimitrios, Mayes, Rebecca, Meindl, Alfons, Milne, Roger L., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Obi, Nadia, Olshan, Andrew F., Olson, Janet E., Olsson, Hakan, Orban, Ester, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Pylkas, Katri, Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Saloustros, Emmanouil, Sandler, Dale P., Sawyer, Elinor J., Schmutzler, Rita K., Scott, Christopher, Shu, Xiao-Ou, Simard, Jacques, Smichkoska, Snezhana, Sohn, Christof, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Tamimi, Rulla M., Taylor, Jack A., Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., van Veen, Elke M., Wang, Sophia S., Weinberg, Clarice R., Wendt, Camilla, Wildiers, Hans, Winqvist, Robert, Wolk, Alicja, Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Easton, Douglas F., Howie, A. Forbes, Peto, Julian, dos-Santos-Silva, Isabel, Swerdlow, Anthony J., Chang-Claude, Jenny, Schmidt, Marjanka K., Orr, Nick, and Fletcher, Olivia
Abstract: Background Epidemiological studies provide strong evidence for a role of endogenous sex hormones in the aetiology of breast cancer. The aim of this analysis was to identify genetic variants that are associated with urinary sex-hormone levels and breast cancer risk. Methods We carried out a genome-wide association study of urinary oestrone-3-glucuronide and pregnanediol-3-glucuronide levels in 560 premenopausal women, with additional analysis of progesterone levels in 298 premenopausal women. To test for the association with breast cancer risk, we carried out follow-up genotyping in 90,916 cases and 89,893 controls from the Breast Cancer Association Consortium. All women were of European ancestry. Results For pregnanediol-3-glucuronide, there were no genome-wide significant associations; for oestrone-3-glucuronide, we identified a single peak mapping to the CYP3A locus, annotated by rs45446698. The minor rs45446698-C allele was associated with lower oestrone-3-glucuronide (-49.2%, 95% CI -56.1% to -41.1%, P = 3.1 x 10(-18)); in follow-up analyses, rs45446698-C was also associated with lower progesterone (-26.7%, 95% CI -39.4% to -11.6%, P = 0.001) and reduced risk of oestrogen and progesterone receptor-positive breast cancer (OR = 0.86, 95% CI 0.82-0.91, P = 6.9 x 10(-8)). Conclusions The CYP3A7*1C allele is associated with reduced risk of hormone receptor-positive breast cancer possibly mediated via an effect on the metabolism of endogenous sex hormones in premenopausal women.
Published: 2021
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26. 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, Anna, Escala-Garcia, Maria, Beesley, Jonathan, Keeman, Renske, Canisius, Sander, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Auer, Paul L., Augustinsson, Annelie, Freeman, Laura E. Beane, Becher, Heiko, Beckmann, Matthias W., Behrens, Sabine, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Bruening, Thomas, Buys, Saundra S., Caan, Bette, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chang-Claude, Jenny, Chanock, Stephen J., Cheng, Ting-Yuan David, Clarke, Christine L., Colonna, Sarah, V, Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Daly, Mary B., Dennis, Joe, Dork, Thilo, Dossus, Laure, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Flyger, Henrik, Fritschi, Lin, Gago-Dominguez, Manuela, Garcia-Saenz, Jose A., Giles, Graham G., Grip, Mervi, Guenel, Pascal, Guendert, Melanie, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Hart, Steven N., Hartikainen, Jaana M., Hartmann, Arndt, He, Wei, Hooning, Maartje J., Hoppe, Reiner, Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, Janni, Wolfgang, John, Esther M., Jung, Audrey Y., Kaaks, Rudolf, Keupers, Machteld, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lacey, James, V, Lambrechts, Diether, Le Marchand, Loic, Lindblom, Annika, Linet, Martha, Luben, Robert N., Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martens, John W. M., Martinez, Maria Elena, Mavroudis, Dimitrios, Michailidou, Kyriaki, Milne, Roger L., Mulligan, Anna Marie, Muranen, Taru A., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Olshan, Andrew F., Olsson, Hakan, Orr, Nick, Park-Simon, Tjoung-Won, Patel, Alpa, V, Peissel, Bernard, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Prajzendanc, Karolina, Prentice, Ross, Presneau, Nadege, Rack, Brigitte, Rennert, Gad, Rennert, Hedy S., Rhenius, Valerie, Romero, Atocha, Roylance, Rebecca, Lubinski, Jan, Ruebner, Matthias, Saloustros, Emmanouil, Sawyer, Elinor J., Schmutzler, Rita K., Schneeweiss, Andreas, Scott, Christopher, Shah, Mitul, Smichkoska, Snezhana, Southey, Melissa C., Stone, Jennifer, Surowy, Harald, Swerdlow, Anthony J., Tamimi, Rulla M., Tapper, William J., Teras, Lauren R., Terry, Mary Beth, Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., Wang, Qin, Hurson, Amber N., Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Brauch, Hiltrud, Garcia-Closas, Montserrat, Pharoah, Paul D. P., Easton, Douglas F., Chenevix-Trench, Georgia, Schmidt, Marjanka K., Morra, Anna, Escala-Garcia, Maria, Beesley, Jonathan, Keeman, Renske, Canisius, Sander, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Auer, Paul L., Augustinsson, Annelie, Freeman, Laura E. Beane, Becher, Heiko, Beckmann, Matthias W., Behrens, Sabine, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Bruening, Thomas, Buys, Saundra S., Caan, Bette, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chang-Claude, Jenny, Chanock, Stephen J., Cheng, Ting-Yuan David, Clarke, Christine L., Colonna, Sarah, V, Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Daly, Mary B., Dennis, Joe, Dork, Thilo, Dossus, Laure, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Flyger, Henrik, Fritschi, Lin, Gago-Dominguez, Manuela, Garcia-Saenz, Jose A., Giles, Graham G., Grip, Mervi, Guenel, Pascal, Guendert, Melanie, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Hart, Steven N., Hartikainen, Jaana M., Hartmann, Arndt, He, Wei, Hooning, Maartje J., Hoppe, Reiner, Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, Janni, Wolfgang, John, Esther M., Jung, Audrey Y., Kaaks, Rudolf, Keupers, Machteld, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lacey, James, V, Lambrechts, Diether, Le Marchand, Loic, Lindblom, Annika, Linet, Martha, Luben, Robert N., Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martens, John W. M., Martinez, Maria Elena, Mavroudis, Dimitrios, Michailidou, Kyriaki, Milne, Roger L., Mulligan, Anna Marie, Muranen, Taru A., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Olshan, Andrew F., Olsson, Hakan, Orr, Nick, Park-Simon, Tjoung-Won, Patel, Alpa, V, Peissel, Bernard, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Prajzendanc, Karolina, Prentice, Ross, Presneau, Nadege, Rack, Brigitte, Rennert, Gad, Rennert, Hedy S., Rhenius, Valerie, Romero, Atocha, Roylance, Rebecca, Lubinski, Jan, Ruebner, Matthias, Saloustros, Emmanouil, Sawyer, Elinor J., Schmutzler, Rita K., Schneeweiss, Andreas, Scott, Christopher, Shah, Mitul, Smichkoska, Snezhana, Southey, Melissa C., Stone, Jennifer, Surowy, Harald, Swerdlow, Anthony J., Tamimi, Rulla M., Tapper, William J., Teras, Lauren R., Terry, Mary Beth, Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., Wang, Qin, Hurson, Amber N., Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Brauch, Hiltrud, Garcia-Closas, Montserrat, Pharoah, Paul D. P., Easton, Douglas F., Chenevix-Trench, Georgia, and Schmidt, 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 variants on breast
Published: 2021
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27. CYP3A7*1C allele : linking premenopausal oestrone and progesterone levels with risk of hormone receptor-positive breast cancers

Author: Johnson, Nichola, Maguire, Sarah, Morra, Anna, Kapoor, Pooja Middha, Tomczyk, Katarzyna, Jones, Michael E., Schoemaker, Minouk J., Gilham, Clare, Bolla, Manjeet K., Wang, Qin, Dennis, Joe, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Antonenkova, Natalia N., Arndt, Volker, Aronson, Kristan J., Augustinsson, Annelie, Baynes, Caroline, Freeman, Laura E. Beane, Beckmann, Matthias W., Benitez, Javier, Bermisheva, Marina, Blomqvist, Carl, Boeckx, Bram, Bogdanova, Natalia V., Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chanock, Stephen J., Chenevix-Trench, Georgia, Clarke, Christine L., Conroy, Don M., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Doerk, Thilo, Eliassen, A. Heather, Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Floris, Giuseppe, Flyger, Henrik, Gago-Dominguez, Manuela, Gapstur, Susan M., Garcia-Closas, Montserrat, Gaudet, Mia M., Giles, Graham G., Goldberg, Mark S., Gonzalez-Neira, Anna, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Harrington, Patricia A., Hart, Steven N., Hooning, Maartje J., Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, John, Esther M., Kaaks, Rudolf, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M., Kosma, Veli-Matti, Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Linet, Martha, Lubinski, Jan, Mannermaa, Arto, Manoukian, Siranoush, Margolin, Sara, Martens, John W. M., Mavroudis, Dimitrios, Mayes, Rebecca, Meindl, Alfons, Milne, Roger L., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Obi, Nadia, Olshan, Andrew F., Olson, Janet E., Olsson, Hakan, Orban, Ester, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Pylkas, Katri, Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Saloustros, Emmanouil, Sandler, Dale P., Sawyer, Elinor J., Schmutzler, Rita K., Scott, Christopher, Shu, Xiao-Ou, Simard, Jacques, Smichkoska, Snezhana, Sohn, Christof, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Tamimi, Rulla M., Taylor, Jack A., Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., van Veen, Elke M., Wang, Sophia S., Weinberg, Clarice R., Wendt, Camilla, Wildiers, Hans, Winqvist, Robert, Wolk, Alicja, Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Easton, Douglas F., Howie, A. Forbes, Peto, Julian, dos-Santos-Silva, Isabel, Swerdlow, Anthony J., Chang-Claude, Jenny, Schmidt, Marjanka K., Orr, Nick, Fletcher, Olivia, Johnson, Nichola, Maguire, Sarah, Morra, Anna, Kapoor, Pooja Middha, Tomczyk, Katarzyna, Jones, Michael E., Schoemaker, Minouk J., Gilham, Clare, Bolla, Manjeet K., Wang, Qin, Dennis, Joe, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Antonenkova, Natalia N., Arndt, Volker, Aronson, Kristan J., Augustinsson, Annelie, Baynes, Caroline, Freeman, Laura E. Beane, Beckmann, Matthias W., Benitez, Javier, Bermisheva, Marina, Blomqvist, Carl, Boeckx, Bram, Bogdanova, Natalia V., Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chanock, Stephen J., Chenevix-Trench, Georgia, Clarke, Christine L., Conroy, Don M., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Doerk, Thilo, Eliassen, A. Heather, Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Floris, Giuseppe, Flyger, Henrik, Gago-Dominguez, Manuela, Gapstur, Susan M., Garcia-Closas, Montserrat, Gaudet, Mia M., Giles, Graham G., Goldberg, Mark S., Gonzalez-Neira, Anna, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Harrington, Patricia A., Hart, Steven N., Hooning, Maartje J., Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, John, Esther M., Kaaks, Rudolf, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M., Kosma, Veli-Matti, Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Linet, Martha, Lubinski, Jan, Mannermaa, Arto, Manoukian, Siranoush, Margolin, Sara, Martens, John W. M., Mavroudis, Dimitrios, Mayes, Rebecca, Meindl, Alfons, Milne, Roger L., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Obi, Nadia, Olshan, Andrew F., Olson, Janet E., Olsson, Hakan, Orban, Ester, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Pylkas, Katri, Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Saloustros, Emmanouil, Sandler, Dale P., Sawyer, Elinor J., Schmutzler, Rita K., Scott, Christopher, Shu, Xiao-Ou, Simard, Jacques, Smichkoska, Snezhana, Sohn, Christof, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Tamimi, Rulla M., Taylor, Jack A., Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., van Veen, Elke M., Wang, Sophia S., Weinberg, Clarice R., Wendt, Camilla, Wildiers, Hans, Winqvist, Robert, Wolk, Alicja, Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Easton, Douglas F., Howie, A. Forbes, Peto, Julian, dos-Santos-Silva, Isabel, Swerdlow, Anthony J., Chang-Claude, Jenny, Schmidt, Marjanka K., Orr, Nick, and Fletcher, Olivia
Abstract: Background Epidemiological studies provide strong evidence for a role of endogenous sex hormones in the aetiology of breast cancer. The aim of this analysis was to identify genetic variants that are associated with urinary sex-hormone levels and breast cancer risk. Methods We carried out a genome-wide association study of urinary oestrone-3-glucuronide and pregnanediol-3-glucuronide levels in 560 premenopausal women, with additional analysis of progesterone levels in 298 premenopausal women. To test for the association with breast cancer risk, we carried out follow-up genotyping in 90,916 cases and 89,893 controls from the Breast Cancer Association Consortium. All women were of European ancestry. Results For pregnanediol-3-glucuronide, there were no genome-wide significant associations; for oestrone-3-glucuronide, we identified a single peak mapping to the CYP3A locus, annotated by rs45446698. The minor rs45446698-C allele was associated with lower oestrone-3-glucuronide (-49.2%, 95% CI -56.1% to -41.1%, P = 3.1 x 10(-18)); in follow-up analyses, rs45446698-C was also associated with lower progesterone (-26.7%, 95% CI -39.4% to -11.6%, P = 0.001) and reduced risk of oestrogen and progesterone receptor-positive breast cancer (OR = 0.86, 95% CI 0.82-0.91, P = 6.9 x 10(-8)). Conclusions The CYP3A7*1C allele is associated with reduced risk of hormone receptor-positive breast cancer possibly mediated via an effect on the metabolism of endogenous sex hormones in premenopausal women.
Published: 2021
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28. Combined associations of a polygenic risk score and classical risk factors with breast cancer risk

Author: Kapoor, Pooja Middha, Mavaddat, Nasim, Choudhury, Parichoy Pal, Wilcox, Amber N., Lindström, Sara, Behrens, Sabine, Michailidou, Kyriaki, Dennis, Joe, Bolla, Manjeet K., Wang, Qin, Jung, Audrey, Abu-Ful, Zomoroda, Ahearn, Thomas, Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J., Auer, Paul L., Beane Freeman, Laura E., Becher, Heiko, Beckmann, Matthias W., Beeghly-Fadiel, Alicia, Benitez, Javier, Bernstein, Leslie, Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Brüning, Thomas, Cai, Qiuyin, Campa, Daniele, Canzian, Federico, Carracedo, Angel, Carter, Brian D., Castelao, Jose E., Chanock, Stephen J., Chatterjee, Nilanjan, Chenevix-Trench, Georgia, Clarke, Christine L., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Dai, James Y., Earp, H. Shelton, Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Fritschi, Lin, Gabrielson, Marike, Gago-Dominguez, Manuela, Gao, Chi, Gapstur, Susan M., Gaudet, Mia M., Giles, Graham G., González-Neira, Anna, Guénel, Pascal, Haeberle, Lothar, Haiman, Christopher A., Håkansson, Niclas, Hall, Per, Hamann, Ute, Hatse, Sigrid, Heyworth, Jane, Holleczek, Bernd, Hoover, Robert N., Hopper, John L., Howell, Anthony, Hunter, David J., John, Esther M., Jones, Michael E., Kaaks, Rudolf, Keeman, Renske, Kitahara, Cari M., Ko, Yon-Dschun, Koutros, Stella, Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Lee, Eunjung, Lejbkowicz, Flavio, Linet, Martha, Lissowska, Jolanta, Llaneza, Ana, MacInnis, Robert J., Martinez, Maria Elena, Maurer, Tabea, McLean, Catriona, Neuhausen, Susan L., Newman, William G., Norman, Aaron, O'Brien, Katie M., Olshan, Andrew F., Olson, Janet E., Olsson, Håkan, Orr, Nick, Perou, Charles M., Pita, Guillermo, Polley, Eric C., Prentice, Ross L., Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Sandler, Dale P., Saunders, Christobel, Schoemaker, Minouk J., Schöttker, Ben, Schumacher, Fredrick, Scott, Christopher, Scott, Rodney J., Shu, Xiao-Ou, Smeets, Ann, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Swerdlow, Anthony J., Tamimi, Rulla M., Taylor, Jack A., Troester, Melissa A., Vachon, Celine M., van Veen, Elke M., Wang, Xiaoliang, Weinberg, Clarice R., Weltens, Caroline, Willett, Walter, Winham, Stacey J., Wolk, Alicja, Yang, Xiaohong R., Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Schmidt, Marjanka K., Kraft, Peter, Easton, Douglas F., Milne, Roger L., García-Closas, Montserrat, Chang-Claude, Jenny, Kapoor, Pooja Middha, Mavaddat, Nasim, Choudhury, Parichoy Pal, Wilcox, Amber N., Lindström, Sara, Behrens, Sabine, Michailidou, Kyriaki, Dennis, Joe, Bolla, Manjeet K., Wang, Qin, Jung, Audrey, Abu-Ful, Zomoroda, Ahearn, Thomas, Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J., Auer, Paul L., Beane Freeman, Laura E., Becher, Heiko, Beckmann, Matthias W., Beeghly-Fadiel, Alicia, Benitez, Javier, Bernstein, Leslie, Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Brüning, Thomas, Cai, Qiuyin, Campa, Daniele, Canzian, Federico, Carracedo, Angel, Carter, Brian D., Castelao, Jose E., Chanock, Stephen J., Chatterjee, Nilanjan, Chenevix-Trench, Georgia, Clarke, Christine L., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Dai, James Y., Earp, H. Shelton, Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Fritschi, Lin, Gabrielson, Marike, Gago-Dominguez, Manuela, Gao, Chi, Gapstur, Susan M., Gaudet, Mia M., Giles, Graham G., González-Neira, Anna, Guénel, Pascal, Haeberle, Lothar, Haiman, Christopher A., Håkansson, Niclas, Hall, Per, Hamann, Ute, Hatse, Sigrid, Heyworth, Jane, Holleczek, Bernd, Hoover, Robert N., Hopper, John L., Howell, Anthony, Hunter, David J., John, Esther M., Jones, Michael E., Kaaks, Rudolf, Keeman, Renske, Kitahara, Cari M., Ko, Yon-Dschun, Koutros, Stella, Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Lee, Eunjung, Lejbkowicz, Flavio, Linet, Martha, Lissowska, Jolanta, Llaneza, Ana, MacInnis, Robert J., Martinez, Maria Elena, Maurer, Tabea, McLean, Catriona, Neuhausen, Susan L., Newman, William G., Norman, Aaron, O'Brien, Katie M., Olshan, Andrew F., Olson, Janet E., Olsson, Håkan, Orr, Nick, Perou, Charles M., Pita, Guillermo, Polley, Eric C., Prentice, Ross L., Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Sandler, Dale P., Saunders, Christobel, Schoemaker, Minouk J., Schöttker, Ben, Schumacher, Fredrick, Scott, Christopher, Scott, Rodney J., Shu, Xiao-Ou, Smeets, Ann, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Swerdlow, Anthony J., Tamimi, Rulla M., Taylor, Jack A., Troester, Melissa A., Vachon, Celine M., van Veen, Elke M., Wang, Xiaoliang, Weinberg, Clarice R., Weltens, Caroline, Willett, Walter, Winham, Stacey J., Wolk, Alicja, Yang, Xiaohong R., Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Schmidt, Marjanka K., Kraft, Peter, Easton, Douglas F., Milne, Roger L., García-Closas, Montserrat, and Chang-Claude, Jenny
Abstract: We evaluated the joint associations between a new 313-variant PRS (PRS313) and questionnaire-based breast cancer risk factors for women of European ancestry, using 72 284 cases and 80 354 controls from the Breast Cancer Association Consortium. Interactions were evaluated using standard logistic regression and a newly developed case-only method for breast cancer risk overall and by estrogen receptor status. After accounting for multiple testing, we did not find evidence that per-standard deviation PRS313 odds ratio differed across strata defined by individual risk factors. Goodness-of-fit tests did not reject the assumption of a multiplicative model between PRS313 and each risk factor. Variation in projected absolute lifetime risk of breast cancer associated with classical risk factors was greater for women with higher genetic risk (PRS313 and family history) and, on average, 17.5% higher in the highest vs lowest deciles of genetic risk. These findings have implications for risk prevention for women at increased risk of breast cancer.
Published: 2021
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29. Mendelian randomisation study of smoking exposure in relation to breast cancer risk

Author: Park, Hanla A, Neumeyer, Sonja, Michailidou, Kyriaki, Bolla, Manjeet K, Wang, Qin, Dennis, Joe, Ahearn, Thomas U, Andrulis, Irene L, Anton-Culver, Hoda, Antonenkova, Natalia N, Arndt, Volker, Aronson, Kristan J, Augustinsson, Annelie, Baten, Adinda, Beane Freeman, Laura E, Becher, Heiko, Beckmann, Matthias W, Behrens, Sabine, Benitez, Javier, Bermisheva, Marina, Bogdanova, Natalia V, Bojesen, Stig E, Brauch, Hiltrud, Brenner, Hermann, Brucker, Sara Y, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E, Chanock, Stephen J, Chenevix-Trench, Georgia, Clarke, Christine L, Conroy, Don M, Couch, Fergus J, Cox, Angela, Cross, Simon S, Czene, Kamila, Daly, Mary B, Devilee, Peter, Dörk, Thilo, Dos-Santos-Silva, Isabel, Dwek, Miriam, Eccles, Diana M, Eliassen, A Heather, Engel, Christoph, Eriksson, Mikael, Evans, D Gareth, Fasching, Peter A, Flyger, Henrik, Fritschi, Lin, García-Closas, Montserrat, García-Sáenz, José A, Gaudet, Mia M, Giles, Graham G, Glendon, Gord, Goldberg, Mark S, Goldgar, David E, González-Neira, Anna, Grip, Mervi, Guénel, Pascal, Hahnen, Eric, Haiman, Christopher A, Håkansson, Niclas, Hall, Per, Hamann, Ute, Han, Sileny, Harkness, Elaine F, Hart, Steven N, He, Wei, Heemskerk-Gerritsen, Bernadette A M, Hopper, John L, Hunter, David J, Jager, Agnes, Jakubowska, Anna, John, Esther M, Jung, Audrey, Kaaks, Rudolf, Kapoor, Pooja Middha, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M, Koppert, Linetta B, Koutros, Stella, Kristensen, Vessela N, Kurian, Allison W, Lacey, James, Lambrechts, Diether, Le Marchand, Loic, Lo, Wing-Yee, Lubiński, Jan, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martinez, Maria Elena, Mavroudis, Dimitrios, Meindl, Alfons, Menon, Usha, Milne, Roger L, Muranen, Taru A, Nevanlinna, Heli, Newman, William G, Nordestgaard, Børge G, Offit, Kenneth, Olshan, Andrew F, Olsson, Håkan, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Presneau, Nadege, Radice, Paolo, Rennert, Gad, Rennert, Hedy S, Romero, Atocha, Saloustros, Emmanouil, Sawyer, Elinor J, Schmidt, Marjanka K, Schmutzler, Rita K, Schoemaker, Minouk J, Schwentner, Lukas, Scott, Christopher, Shah, Mitul, Shu, Xiao-Ou, Simard, Jacques, Smeets, Ann, Southey, Melissa C, Spinelli, John J, Stevens, Victoria, Swerdlow, Anthony J, Tamimi, Rulla M, Tapper, William J, Taylor, Jack A, Terry, Mary Beth, Tomlinson, Ian, Troester, Melissa A, Truong, Thérèse, Vachon, Celine M, van Veen, Elke M, Vijai, Joseph, Wang, Sophia, Wendt, Camilla, Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Dunning, Alison M, Pharoah, Paul D P, Easton, Douglas F, Zheng, Wei, Kraft, Peter, Chang-Claude, Jenny, Park, Hanla A, Neumeyer, Sonja, Michailidou, Kyriaki, Bolla, Manjeet K, Wang, Qin, Dennis, Joe, Ahearn, Thomas U, Andrulis, Irene L, Anton-Culver, Hoda, Antonenkova, Natalia N, Arndt, Volker, Aronson, Kristan J, Augustinsson, Annelie, Baten, Adinda, Beane Freeman, Laura E, Becher, Heiko, Beckmann, Matthias W, Behrens, Sabine, Benitez, Javier, Bermisheva, Marina, Bogdanova, Natalia V, Bojesen, Stig E, Brauch, Hiltrud, Brenner, Hermann, Brucker, Sara Y, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E, Chanock, Stephen J, Chenevix-Trench, Georgia, Clarke, Christine L, Conroy, Don M, Couch, Fergus J, Cox, Angela, Cross, Simon S, Czene, Kamila, Daly, Mary B, Devilee, Peter, Dörk, Thilo, Dos-Santos-Silva, Isabel, Dwek, Miriam, Eccles, Diana M, Eliassen, A Heather, Engel, Christoph, Eriksson, Mikael, Evans, D Gareth, Fasching, Peter A, Flyger, Henrik, Fritschi, Lin, García-Closas, Montserrat, García-Sáenz, José A, Gaudet, Mia M, Giles, Graham G, Glendon, Gord, Goldberg, Mark S, Goldgar, David E, González-Neira, Anna, Grip, Mervi, Guénel, Pascal, Hahnen, Eric, Haiman, Christopher A, Håkansson, Niclas, Hall, Per, Hamann, Ute, Han, Sileny, Harkness, Elaine F, Hart, Steven N, He, Wei, Heemskerk-Gerritsen, Bernadette A M, Hopper, John L, Hunter, David J, Jager, Agnes, Jakubowska, Anna, John, Esther M, Jung, Audrey, Kaaks, Rudolf, Kapoor, Pooja Middha, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M, Koppert, Linetta B, Koutros, Stella, Kristensen, Vessela N, Kurian, Allison W, Lacey, James, Lambrechts, Diether, Le Marchand, Loic, Lo, Wing-Yee, Lubiński, Jan, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martinez, Maria Elena, Mavroudis, Dimitrios, Meindl, Alfons, Menon, Usha, Milne, Roger L, Muranen, Taru A, Nevanlinna, Heli, Newman, William G, Nordestgaard, Børge G, Offit, Kenneth, Olshan, Andrew F, Olsson, Håkan, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Presneau, Nadege, Radice, Paolo, Rennert, Gad, Rennert, Hedy S, Romero, Atocha, Saloustros, Emmanouil, Sawyer, Elinor J, Schmidt, Marjanka K, Schmutzler, Rita K, Schoemaker, Minouk J, Schwentner, Lukas, Scott, Christopher, Shah, Mitul, Shu, Xiao-Ou, Simard, Jacques, Smeets, Ann, Southey, Melissa C, Spinelli, John J, Stevens, Victoria, Swerdlow, Anthony J, Tamimi, Rulla M, Tapper, William J, Taylor, Jack A, Terry, Mary Beth, Tomlinson, Ian, Troester, Melissa A, Truong, Thérèse, Vachon, Celine M, van Veen, Elke M, Vijai, Joseph, Wang, Sophia, Wendt, Camilla, Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Dunning, Alison M, Pharoah, Paul D P, Easton, Douglas F, Zheng, Wei, Kraft, Peter, and Chang-Claude, 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. Conclusion: 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
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30. 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, Anna, Escala-Garcia, Maria, Beesley, Jonathan, Keeman, Renske, Canisius, Sander, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Auer, Paul L., Augustinsson, Annelie, Freeman, Laura E. Beane, Becher, Heiko, Beckmann, Matthias W., Behrens, Sabine, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Bruening, Thomas, Buys, Saundra S., Caan, Bette, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chang-Claude, Jenny, Chanock, Stephen J., Cheng, Ting-Yuan David, Clarke, Christine L., Colonna, Sarah, V, Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Daly, Mary B., Dennis, Joe, Dork, Thilo, Dossus, Laure, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Flyger, Henrik, Fritschi, Lin, Gago-Dominguez, Manuela, Garcia-Saenz, Jose A., Giles, Graham G., Grip, Mervi, Guenel, Pascal, Guendert, Melanie, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Hart, Steven N., Hartikainen, Jaana M., Hartmann, Arndt, He, Wei, Hooning, Maartje J., Hoppe, Reiner, Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, Janni, Wolfgang, John, Esther M., Jung, Audrey Y., Kaaks, Rudolf, Keupers, Machteld, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lacey, James, V, Lambrechts, Diether, Le Marchand, Loic, Lindblom, Annika, Linet, Martha, Luben, Robert N., Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martens, John W. M., Martinez, Maria Elena, Mavroudis, Dimitrios, Michailidou, Kyriaki, Milne, Roger L., Mulligan, Anna Marie, Muranen, Taru A., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Olshan, Andrew F., Olsson, Hakan, Orr, Nick, Park-Simon, Tjoung-Won, Patel, Alpa, V, Peissel, Bernard, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Prajzendanc, Karolina, Prentice, Ross, Presneau, Nadege, Rack, Brigitte, Rennert, Gad, Rennert, Hedy S., Rhenius, Valerie, Romero, Atocha, Roylance, Rebecca, Lubinski, Jan, Ruebner, Matthias, Saloustros, Emmanouil, Sawyer, Elinor J., Schmutzler, Rita K., Schneeweiss, Andreas, Scott, Christopher, Shah, Mitul, Smichkoska, Snezhana, Southey, Melissa C., Stone, Jennifer, Surowy, Harald, Swerdlow, Anthony J., Tamimi, Rulla M., Tapper, William J., Teras, Lauren R., Terry, Mary Beth, Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., Wang, Qin, Hurson, Amber N., Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Brauch, Hiltrud, Garcia-Closas, Montserrat, Pharoah, Paul D. P., Easton, Douglas F., Chenevix-Trench, Georgia, Schmidt, Marjanka K., Morra, Anna, Escala-Garcia, Maria, Beesley, Jonathan, Keeman, Renske, Canisius, Sander, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Auer, Paul L., Augustinsson, Annelie, Freeman, Laura E. Beane, Becher, Heiko, Beckmann, Matthias W., Behrens, Sabine, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Bruening, Thomas, Buys, Saundra S., Caan, Bette, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chang-Claude, Jenny, Chanock, Stephen J., Cheng, Ting-Yuan David, Clarke, Christine L., Colonna, Sarah, V, Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Daly, Mary B., Dennis, Joe, Dork, Thilo, Dossus, Laure, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Flyger, Henrik, Fritschi, Lin, Gago-Dominguez, Manuela, Garcia-Saenz, Jose A., Giles, Graham G., Grip, Mervi, Guenel, Pascal, Guendert, Melanie, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Hart, Steven N., Hartikainen, Jaana M., Hartmann, Arndt, He, Wei, Hooning, Maartje J., Hoppe, Reiner, Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, Janni, Wolfgang, John, Esther M., Jung, Audrey Y., Kaaks, Rudolf, Keupers, Machteld, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lacey, James, V, Lambrechts, Diether, Le Marchand, Loic, Lindblom, Annika, Linet, Martha, Luben, Robert N., Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martens, John W. M., Martinez, Maria Elena, Mavroudis, Dimitrios, Michailidou, Kyriaki, Milne, Roger L., Mulligan, Anna Marie, Muranen, Taru A., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Olshan, Andrew F., Olsson, Hakan, Orr, Nick, Park-Simon, Tjoung-Won, Patel, Alpa, V, Peissel, Bernard, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Prajzendanc, Karolina, Prentice, Ross, Presneau, Nadege, Rack, Brigitte, Rennert, Gad, Rennert, Hedy S., Rhenius, Valerie, Romero, Atocha, Roylance, Rebecca, Lubinski, Jan, Ruebner, Matthias, Saloustros, Emmanouil, Sawyer, Elinor J., Schmutzler, Rita K., Schneeweiss, Andreas, Scott, Christopher, Shah, Mitul, Smichkoska, Snezhana, Southey, Melissa C., Stone, Jennifer, Surowy, Harald, Swerdlow, Anthony J., Tamimi, Rulla M., Tapper, William J., Teras, Lauren R., Terry, Mary Beth, Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., Wang, Qin, Hurson, Amber N., Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Brauch, Hiltrud, Garcia-Closas, Montserrat, Pharoah, Paul D. P., Easton, Douglas F., Chenevix-Trench, Georgia, and Schmidt, 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 variants on breast
Published: 2021
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31. Combined associations of a polygenic risk score and classical risk factors with breast cancer risk

Author: Kapoor, Pooja Middha, Mavaddat, Nasim, Choudhury, Parichoy Pal, Wilcox, Amber N., Lindström, Sara, Behrens, Sabine, Michailidou, Kyriaki, Dennis, Joe, Bolla, Manjeet K., Wang, Qin, Jung, Audrey, Abu-Ful, Zomoroda, Ahearn, Thomas, Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J., Auer, Paul L., Beane Freeman, Laura E., Becher, Heiko, Beckmann, Matthias W., Beeghly-Fadiel, Alicia, Benitez, Javier, Bernstein, Leslie, Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Brüning, Thomas, Cai, Qiuyin, Campa, Daniele, Canzian, Federico, Carracedo, Angel, Carter, Brian D., Castelao, Jose E., Chanock, Stephen J., Chatterjee, Nilanjan, Chenevix-Trench, Georgia, Clarke, Christine L., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Dai, James Y., Earp, H. Shelton, Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Fritschi, Lin, Gabrielson, Marike, Gago-Dominguez, Manuela, Gao, Chi, Gapstur, Susan M., Gaudet, Mia M., Giles, Graham G., González-Neira, Anna, Guénel, Pascal, Haeberle, Lothar, Haiman, Christopher A., Håkansson, Niclas, Hall, Per, Hamann, Ute, Hatse, Sigrid, Heyworth, Jane, Holleczek, Bernd, Hoover, Robert N., Hopper, John L., Howell, Anthony, Hunter, David J., John, Esther M., Jones, Michael E., Kaaks, Rudolf, Keeman, Renske, Kitahara, Cari M., Ko, Yon-Dschun, Koutros, Stella, Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Lee, Eunjung, Lejbkowicz, Flavio, Linet, Martha, Lissowska, Jolanta, Llaneza, Ana, MacInnis, Robert J., Martinez, Maria Elena, Maurer, Tabea, McLean, Catriona, Neuhausen, Susan L., Newman, William G., Norman, Aaron, O'Brien, Katie M., Olshan, Andrew F., Olson, Janet E., Olsson, Håkan, Orr, Nick, Perou, Charles M., Pita, Guillermo, Polley, Eric C., Prentice, Ross L., Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Sandler, Dale P., Saunders, Christobel, Schoemaker, Minouk J., Schöttker, Ben, Schumacher, Fredrick, Scott, Christopher, Scott, Rodney J., Shu, Xiao-Ou, Smeets, Ann, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Swerdlow, Anthony J., Tamimi, Rulla M., Taylor, Jack A., Troester, Melissa A., Vachon, Celine M., van Veen, Elke M., Wang, Xiaoliang, Weinberg, Clarice R., Weltens, Caroline, Willett, Walter, Winham, Stacey J., Wolk, Alicja, Yang, Xiaohong R., Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Schmidt, Marjanka K., Kraft, Peter, Easton, Douglas F., Milne, Roger L., García-Closas, Montserrat, Chang-Claude, Jenny, Kapoor, Pooja Middha, Mavaddat, Nasim, Choudhury, Parichoy Pal, Wilcox, Amber N., Lindström, Sara, Behrens, Sabine, Michailidou, Kyriaki, Dennis, Joe, Bolla, Manjeet K., Wang, Qin, Jung, Audrey, Abu-Ful, Zomoroda, Ahearn, Thomas, Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J., Auer, Paul L., Beane Freeman, Laura E., Becher, Heiko, Beckmann, Matthias W., Beeghly-Fadiel, Alicia, Benitez, Javier, Bernstein, Leslie, Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Brüning, Thomas, Cai, Qiuyin, Campa, Daniele, Canzian, Federico, Carracedo, Angel, Carter, Brian D., Castelao, Jose E., Chanock, Stephen J., Chatterjee, Nilanjan, Chenevix-Trench, Georgia, Clarke, Christine L., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Dai, James Y., Earp, H. Shelton, Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Fritschi, Lin, Gabrielson, Marike, Gago-Dominguez, Manuela, Gao, Chi, Gapstur, Susan M., Gaudet, Mia M., Giles, Graham G., González-Neira, Anna, Guénel, Pascal, Haeberle, Lothar, Haiman, Christopher A., Håkansson, Niclas, Hall, Per, Hamann, Ute, Hatse, Sigrid, Heyworth, Jane, Holleczek, Bernd, Hoover, Robert N., Hopper, John L., Howell, Anthony, Hunter, David J., John, Esther M., Jones, Michael E., Kaaks, Rudolf, Keeman, Renske, Kitahara, Cari M., Ko, Yon-Dschun, Koutros, Stella, Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Lee, Eunjung, Lejbkowicz, Flavio, Linet, Martha, Lissowska, Jolanta, Llaneza, Ana, MacInnis, Robert J., Martinez, Maria Elena, Maurer, Tabea, McLean, Catriona, Neuhausen, Susan L., Newman, William G., Norman, Aaron, O'Brien, Katie M., Olshan, Andrew F., Olson, Janet E., Olsson, Håkan, Orr, Nick, Perou, Charles M., Pita, Guillermo, Polley, Eric C., Prentice, Ross L., Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Sandler, Dale P., Saunders, Christobel, Schoemaker, Minouk J., Schöttker, Ben, Schumacher, Fredrick, Scott, Christopher, Scott, Rodney J., Shu, Xiao-Ou, Smeets, Ann, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Swerdlow, Anthony J., Tamimi, Rulla M., Taylor, Jack A., Troester, Melissa A., Vachon, Celine M., van Veen, Elke M., Wang, Xiaoliang, Weinberg, Clarice R., Weltens, Caroline, Willett, Walter, Winham, Stacey J., Wolk, Alicja, Yang, Xiaohong R., Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Schmidt, Marjanka K., Kraft, Peter, Easton, Douglas F., Milne, Roger L., García-Closas, Montserrat, and Chang-Claude, Jenny
Abstract: We evaluated the joint associations between a new 313-variant PRS (PRS313) and questionnaire-based breast cancer risk factors for women of European ancestry, using 72 284 cases and 80 354 controls from the Breast Cancer Association Consortium. Interactions were evaluated using standard logistic regression and a newly developed case-only method for breast cancer risk overall and by estrogen receptor status. After accounting for multiple testing, we did not find evidence that per-standard deviation PRS313 odds ratio differed across strata defined by individual risk factors. Goodness-of-fit tests did not reject the assumption of a multiplicative model between PRS313 and each risk factor. Variation in projected absolute lifetime risk of breast cancer associated with classical risk factors was greater for women with higher genetic risk (PRS313 and family history) and, on average, 17.5% higher in the highest vs lowest deciles of genetic risk. These findings have implications for risk prevention for women at increased risk of breast cancer.
Published: 2021
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32. CYP3A7*1C allele : linking premenopausal oestrone and progesterone levels with risk of hormone receptor-positive breast cancers

Author: Johnson, Nichola, Maguire, Sarah, Morra, Anna, Kapoor, Pooja Middha, Tomczyk, Katarzyna, Jones, Michael E., Schoemaker, Minouk J., Gilham, Clare, Bolla, Manjeet K., Wang, Qin, Dennis, Joe, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Antonenkova, Natalia N., Arndt, Volker, Aronson, Kristan J., Augustinsson, Annelie, Baynes, Caroline, Freeman, Laura E. Beane, Beckmann, Matthias W., Benitez, Javier, Bermisheva, Marina, Blomqvist, Carl, Boeckx, Bram, Bogdanova, Natalia V., Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chanock, Stephen J., Chenevix-Trench, Georgia, Clarke, Christine L., Conroy, Don M., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Doerk, Thilo, Eliassen, A. Heather, Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Floris, Giuseppe, Flyger, Henrik, Gago-Dominguez, Manuela, Gapstur, Susan M., Garcia-Closas, Montserrat, Gaudet, Mia M., Giles, Graham G., Goldberg, Mark S., Gonzalez-Neira, Anna, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Harrington, Patricia A., Hart, Steven N., Hooning, Maartje J., Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, John, Esther M., Kaaks, Rudolf, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M., Kosma, Veli-Matti, Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Linet, Martha, Lubinski, Jan, Mannermaa, Arto, Manoukian, Siranoush, Margolin, Sara, Martens, John W. M., Mavroudis, Dimitrios, Mayes, Rebecca, Meindl, Alfons, Milne, Roger L., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Obi, Nadia, Olshan, Andrew F., Olson, Janet E., Olsson, Hakan, Orban, Ester, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Pylkas, Katri, Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Saloustros, Emmanouil, Sandler, Dale P., Sawyer, Elinor J., Schmutzler, Rita K., Scott, Christopher, Shu, Xiao-Ou, Simard, Jacques, Smichkoska, Snezhana, Sohn, Christof, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Tamimi, Rulla M., Taylor, Jack A., Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., van Veen, Elke M., Wang, Sophia S., Weinberg, Clarice R., Wendt, Camilla, Wildiers, Hans, Winqvist, Robert, Wolk, Alicja, Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Easton, Douglas F., Howie, A. Forbes, Peto, Julian, dos-Santos-Silva, Isabel, Swerdlow, Anthony J., Chang-Claude, Jenny, Schmidt, Marjanka K., Orr, Nick, Fletcher, Olivia, Johnson, Nichola, Maguire, Sarah, Morra, Anna, Kapoor, Pooja Middha, Tomczyk, Katarzyna, Jones, Michael E., Schoemaker, Minouk J., Gilham, Clare, Bolla, Manjeet K., Wang, Qin, Dennis, Joe, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Antonenkova, Natalia N., Arndt, Volker, Aronson, Kristan J., Augustinsson, Annelie, Baynes, Caroline, Freeman, Laura E. Beane, Beckmann, Matthias W., Benitez, Javier, Bermisheva, Marina, Blomqvist, Carl, Boeckx, Bram, Bogdanova, Natalia V., Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chanock, Stephen J., Chenevix-Trench, Georgia, Clarke, Christine L., Conroy, Don M., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Doerk, Thilo, Eliassen, A. Heather, Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Floris, Giuseppe, Flyger, Henrik, Gago-Dominguez, Manuela, Gapstur, Susan M., Garcia-Closas, Montserrat, Gaudet, Mia M., Giles, Graham G., Goldberg, Mark S., Gonzalez-Neira, Anna, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Harrington, Patricia A., Hart, Steven N., Hooning, Maartje J., Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, John, Esther M., Kaaks, Rudolf, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M., Kosma, Veli-Matti, Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Linet, Martha, Lubinski, Jan, Mannermaa, Arto, Manoukian, Siranoush, Margolin, Sara, Martens, John W. M., Mavroudis, Dimitrios, Mayes, Rebecca, Meindl, Alfons, Milne, Roger L., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Obi, Nadia, Olshan, Andrew F., Olson, Janet E., Olsson, Hakan, Orban, Ester, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Pylkas, Katri, Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Saloustros, Emmanouil, Sandler, Dale P., Sawyer, Elinor J., Schmutzler, Rita K., Scott, Christopher, Shu, Xiao-Ou, Simard, Jacques, Smichkoska, Snezhana, Sohn, Christof, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Tamimi, Rulla M., Taylor, Jack A., Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., van Veen, Elke M., Wang, Sophia S., Weinberg, Clarice R., Wendt, Camilla, Wildiers, Hans, Winqvist, Robert, Wolk, Alicja, Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Easton, Douglas F., Howie, A. Forbes, Peto, Julian, dos-Santos-Silva, Isabel, Swerdlow, Anthony J., Chang-Claude, Jenny, Schmidt, Marjanka K., Orr, Nick, and Fletcher, Olivia
Abstract: Background Epidemiological studies provide strong evidence for a role of endogenous sex hormones in the aetiology of breast cancer. The aim of this analysis was to identify genetic variants that are associated with urinary sex-hormone levels and breast cancer risk. Methods We carried out a genome-wide association study of urinary oestrone-3-glucuronide and pregnanediol-3-glucuronide levels in 560 premenopausal women, with additional analysis of progesterone levels in 298 premenopausal women. To test for the association with breast cancer risk, we carried out follow-up genotyping in 90,916 cases and 89,893 controls from the Breast Cancer Association Consortium. All women were of European ancestry. Results For pregnanediol-3-glucuronide, there were no genome-wide significant associations; for oestrone-3-glucuronide, we identified a single peak mapping to the CYP3A locus, annotated by rs45446698. The minor rs45446698-C allele was associated with lower oestrone-3-glucuronide (-49.2%, 95% CI -56.1% to -41.1%, P = 3.1 x 10(-18)); in follow-up analyses, rs45446698-C was also associated with lower progesterone (-26.7%, 95% CI -39.4% to -11.6%, P = 0.001) and reduced risk of oestrogen and progesterone receptor-positive breast cancer (OR = 0.86, 95% CI 0.82-0.91, P = 6.9 x 10(-8)). Conclusions The CYP3A7*1C allele is associated with reduced risk of hormone receptor-positive breast cancer possibly mediated via an effect on the metabolism of endogenous sex hormones in premenopausal women.
Published: 2021
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33. Mendelian randomisation study of smoking exposure in relation to breast cancer risk

Author: Park, Hanla A, Neumeyer, Sonja, Michailidou, Kyriaki, Bolla, Manjeet K, Wang, Qin, Dennis, Joe, Ahearn, Thomas U, Andrulis, Irene L, Anton-Culver, Hoda, Antonenkova, Natalia N, Arndt, Volker, Aronson, Kristan J, Augustinsson, Annelie, Baten, Adinda, Beane Freeman, Laura E, Becher, Heiko, Beckmann, Matthias W, Behrens, Sabine, Benitez, Javier, Bermisheva, Marina, Bogdanova, Natalia V, Bojesen, Stig E, Brauch, Hiltrud, Brenner, Hermann, Brucker, Sara Y, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E, Chanock, Stephen J, Chenevix-Trench, Georgia, Clarke, Christine L, Conroy, Don M, Couch, Fergus J, Cox, Angela, Cross, Simon S, Czene, Kamila, Daly, Mary B, Devilee, Peter, Dörk, Thilo, Dos-Santos-Silva, Isabel, Dwek, Miriam, Eccles, Diana M, Eliassen, A Heather, Engel, Christoph, Eriksson, Mikael, Evans, D Gareth, Fasching, Peter A, Flyger, Henrik, Fritschi, Lin, García-Closas, Montserrat, García-Sáenz, José A, Gaudet, Mia M, Giles, Graham G, Glendon, Gord, Goldberg, Mark S, Goldgar, David E, González-Neira, Anna, Grip, Mervi, Guénel, Pascal, Hahnen, Eric, Haiman, Christopher A, Håkansson, Niclas, Hall, Per, Hamann, Ute, Han, Sileny, Harkness, Elaine F, Hart, Steven N, He, Wei, Heemskerk-Gerritsen, Bernadette A M, Hopper, John L, Hunter, David J, Jager, Agnes, Jakubowska, Anna, John, Esther M, Jung, Audrey, Kaaks, Rudolf, Kapoor, Pooja Middha, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M, Koppert, Linetta B, Koutros, Stella, Kristensen, Vessela N, Kurian, Allison W, Lacey, James, Lambrechts, Diether, Le Marchand, Loic, Lo, Wing-Yee, Lubiński, Jan, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martinez, Maria Elena, Mavroudis, Dimitrios, Meindl, Alfons, Menon, Usha, Milne, Roger L, Muranen, Taru A, Nevanlinna, Heli, Newman, William G, Nordestgaard, Børge G, Offit, Kenneth, Olshan, Andrew F, Olsson, Håkan, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Presneau, Nadege, Radice, Paolo, Rennert, Gad, Rennert, Hedy S, Romero, Atocha, Saloustros, Emmanouil, Sawyer, Elinor J, Schmidt, Marjanka K, Schmutzler, Rita K, Schoemaker, Minouk J, Schwentner, Lukas, Scott, Christopher, Shah, Mitul, Shu, Xiao-Ou, Simard, Jacques, Smeets, Ann, Southey, Melissa C, Spinelli, John J, Stevens, Victoria, Swerdlow, Anthony J, Tamimi, Rulla M, Tapper, William J, Taylor, Jack A, Terry, Mary Beth, Tomlinson, Ian, Troester, Melissa A, Truong, Thérèse, Vachon, Celine M, van Veen, Elke M, Vijai, Joseph, Wang, Sophia, Wendt, Camilla, Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Dunning, Alison M, Pharoah, Paul D P, Easton, Douglas F, Zheng, Wei, Kraft, Peter, Chang-Claude, Jenny, Park, Hanla A, Neumeyer, Sonja, Michailidou, Kyriaki, Bolla, Manjeet K, Wang, Qin, Dennis, Joe, Ahearn, Thomas U, Andrulis, Irene L, Anton-Culver, Hoda, Antonenkova, Natalia N, Arndt, Volker, Aronson, Kristan J, Augustinsson, Annelie, Baten, Adinda, Beane Freeman, Laura E, Becher, Heiko, Beckmann, Matthias W, Behrens, Sabine, Benitez, Javier, Bermisheva, Marina, Bogdanova, Natalia V, Bojesen, Stig E, Brauch, Hiltrud, Brenner, Hermann, Brucker, Sara Y, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E, Chanock, Stephen J, Chenevix-Trench, Georgia, Clarke, Christine L, Conroy, Don M, Couch, Fergus J, Cox, Angela, Cross, Simon S, Czene, Kamila, Daly, Mary B, Devilee, Peter, Dörk, Thilo, Dos-Santos-Silva, Isabel, Dwek, Miriam, Eccles, Diana M, Eliassen, A Heather, Engel, Christoph, Eriksson, Mikael, Evans, D Gareth, Fasching, Peter A, Flyger, Henrik, Fritschi, Lin, García-Closas, Montserrat, García-Sáenz, José A, Gaudet, Mia M, Giles, Graham G, Glendon, Gord, Goldberg, Mark S, Goldgar, David E, González-Neira, Anna, Grip, Mervi, Guénel, Pascal, Hahnen, Eric, Haiman, Christopher A, Håkansson, Niclas, Hall, Per, Hamann, Ute, Han, Sileny, Harkness, Elaine F, Hart, Steven N, He, Wei, Heemskerk-Gerritsen, Bernadette A M, Hopper, John L, Hunter, David J, Jager, Agnes, Jakubowska, Anna, John, Esther M, Jung, Audrey, Kaaks, Rudolf, Kapoor, Pooja Middha, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M, Koppert, Linetta B, Koutros, Stella, Kristensen, Vessela N, Kurian, Allison W, Lacey, James, Lambrechts, Diether, Le Marchand, Loic, Lo, Wing-Yee, Lubiński, Jan, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martinez, Maria Elena, Mavroudis, Dimitrios, Meindl, Alfons, Menon, Usha, Milne, Roger L, Muranen, Taru A, Nevanlinna, Heli, Newman, William G, Nordestgaard, Børge G, Offit, Kenneth, Olshan, Andrew F, Olsson, Håkan, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Presneau, Nadege, Radice, Paolo, Rennert, Gad, Rennert, Hedy S, Romero, Atocha, Saloustros, Emmanouil, Sawyer, Elinor J, Schmidt, Marjanka K, Schmutzler, Rita K, Schoemaker, Minouk J, Schwentner, Lukas, Scott, Christopher, Shah, Mitul, Shu, Xiao-Ou, Simard, Jacques, Smeets, Ann, Southey, Melissa C, Spinelli, John J, Stevens, Victoria, Swerdlow, Anthony J, Tamimi, Rulla M, Tapper, William J, Taylor, Jack A, Terry, Mary Beth, Tomlinson, Ian, Troester, Melissa A, Truong, Thérèse, Vachon, Celine M, van Veen, Elke M, Vijai, Joseph, Wang, Sophia, Wendt, Camilla, Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Dunning, Alison M, Pharoah, Paul D P, Easton, Douglas F, Zheng, Wei, Kraft, Peter, and Chang-Claude, 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. Conclusion: 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
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34. CYP3A7*1C allele : linking premenopausal oestrone and progesterone levels with risk of hormone receptor-positive breast cancers

Author: Johnson, Nichola, Maguire, Sarah, Morra, Anna, Kapoor, Pooja Middha, Tomczyk, Katarzyna, Jones, Michael E., Schoemaker, Minouk J., Gilham, Clare, Bolla, Manjeet K., Wang, Qin, Dennis, Joe, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Antonenkova, Natalia N., Arndt, Volker, Aronson, Kristan J., Augustinsson, Annelie, Baynes, Caroline, Freeman, Laura E. Beane, Beckmann, Matthias W., Benitez, Javier, Bermisheva, Marina, Blomqvist, Carl, Boeckx, Bram, Bogdanova, Natalia V., Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chanock, Stephen J., Chenevix-Trench, Georgia, Clarke, Christine L., Conroy, Don M., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Doerk, Thilo, Eliassen, A. Heather, Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Floris, Giuseppe, Flyger, Henrik, Gago-Dominguez, Manuela, Gapstur, Susan M., Garcia-Closas, Montserrat, Gaudet, Mia M., Giles, Graham G., Goldberg, Mark S., Gonzalez-Neira, Anna, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Harrington, Patricia A., Hart, Steven N., Hooning, Maartje J., Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, John, Esther M., Kaaks, Rudolf, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M., Kosma, Veli-Matti, Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Linet, Martha, Lubinski, Jan, Mannermaa, Arto, Manoukian, Siranoush, Margolin, Sara, Martens, John W. M., Mavroudis, Dimitrios, Mayes, Rebecca, Meindl, Alfons, Milne, Roger L., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Obi, Nadia, Olshan, Andrew F., Olson, Janet E., Olsson, Hakan, Orban, Ester, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Pylkas, Katri, Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Saloustros, Emmanouil, Sandler, Dale P., Sawyer, Elinor J., Schmutzler, Rita K., Scott, Christopher, Shu, Xiao-Ou, Simard, Jacques, Smichkoska, Snezhana, Sohn, Christof, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Tamimi, Rulla M., Taylor, Jack A., Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., van Veen, Elke M., Wang, Sophia S., Weinberg, Clarice R., Wendt, Camilla, Wildiers, Hans, Winqvist, Robert, Wolk, Alicja, Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Easton, Douglas F., Howie, A. Forbes, Peto, Julian, dos-Santos-Silva, Isabel, Swerdlow, Anthony J., Chang-Claude, Jenny, Schmidt, Marjanka K., Orr, Nick, Fletcher, Olivia, Johnson, Nichola, Maguire, Sarah, Morra, Anna, Kapoor, Pooja Middha, Tomczyk, Katarzyna, Jones, Michael E., Schoemaker, Minouk J., Gilham, Clare, Bolla, Manjeet K., Wang, Qin, Dennis, Joe, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Antonenkova, Natalia N., Arndt, Volker, Aronson, Kristan J., Augustinsson, Annelie, Baynes, Caroline, Freeman, Laura E. Beane, Beckmann, Matthias W., Benitez, Javier, Bermisheva, Marina, Blomqvist, Carl, Boeckx, Bram, Bogdanova, Natalia V., Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Burwinkel, Barbara, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chanock, Stephen J., Chenevix-Trench, Georgia, Clarke, Christine L., Conroy, Don M., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Doerk, Thilo, Eliassen, A. Heather, Engel, Christoph, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Floris, Giuseppe, Flyger, Henrik, Gago-Dominguez, Manuela, Gapstur, Susan M., Garcia-Closas, Montserrat, Gaudet, Mia M., Giles, Graham G., Goldberg, Mark S., Gonzalez-Neira, Anna, Guenel, Pascal, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Harrington, Patricia A., Hart, Steven N., Hooning, Maartje J., Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, John, Esther M., Kaaks, Rudolf, Keeman, Renske, Khusnutdinova, Elza, Kitahara, Cari M., Kosma, Veli-Matti, Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Linet, Martha, Lubinski, Jan, Mannermaa, Arto, Manoukian, Siranoush, Margolin, Sara, Martens, John W. M., Mavroudis, Dimitrios, Mayes, Rebecca, Meindl, Alfons, Milne, Roger L., Neuhausen, Susan L., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Obi, Nadia, Olshan, Andrew F., Olson, Janet E., Olsson, Hakan, Orban, Ester, Park-Simon, Tjoung-Won, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Pylkas, Katri, Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Saloustros, Emmanouil, Sandler, Dale P., Sawyer, Elinor J., Schmutzler, Rita K., Scott, Christopher, Shu, Xiao-Ou, Simard, Jacques, Smichkoska, Snezhana, Sohn, Christof, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Tamimi, Rulla M., Taylor, Jack A., Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., van Veen, Elke M., Wang, Sophia S., Weinberg, Clarice R., Wendt, Camilla, Wildiers, Hans, Winqvist, Robert, Wolk, Alicja, Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Easton, Douglas F., Howie, A. Forbes, Peto, Julian, dos-Santos-Silva, Isabel, Swerdlow, Anthony J., Chang-Claude, Jenny, Schmidt, Marjanka K., Orr, Nick, and Fletcher, Olivia
Abstract: Background Epidemiological studies provide strong evidence for a role of endogenous sex hormones in the aetiology of breast cancer. The aim of this analysis was to identify genetic variants that are associated with urinary sex-hormone levels and breast cancer risk. Methods We carried out a genome-wide association study of urinary oestrone-3-glucuronide and pregnanediol-3-glucuronide levels in 560 premenopausal women, with additional analysis of progesterone levels in 298 premenopausal women. To test for the association with breast cancer risk, we carried out follow-up genotyping in 90,916 cases and 89,893 controls from the Breast Cancer Association Consortium. All women were of European ancestry. Results For pregnanediol-3-glucuronide, there were no genome-wide significant associations; for oestrone-3-glucuronide, we identified a single peak mapping to the CYP3A locus, annotated by rs45446698. The minor rs45446698-C allele was associated with lower oestrone-3-glucuronide (-49.2%, 95% CI -56.1% to -41.1%, P = 3.1 x 10(-18)); in follow-up analyses, rs45446698-C was also associated with lower progesterone (-26.7%, 95% CI -39.4% to -11.6%, P = 0.001) and reduced risk of oestrogen and progesterone receptor-positive breast cancer (OR = 0.86, 95% CI 0.82-0.91, P = 6.9 x 10(-8)). Conclusions The CYP3A7*1C allele is associated with reduced risk of hormone receptor-positive breast cancer possibly mediated via an effect on the metabolism of endogenous sex hormones in premenopausal women.
Published: 2021
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35. 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, Anna, Escala-Garcia, Maria, Beesley, Jonathan, Keeman, Renske, Canisius, Sander, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Auer, Paul L., Augustinsson, Annelie, Freeman, Laura E. Beane, Becher, Heiko, Beckmann, Matthias W., Behrens, Sabine, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Bruening, Thomas, Buys, Saundra S., Caan, Bette, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chang-Claude, Jenny, Chanock, Stephen J., Cheng, Ting-Yuan David, Clarke, Christine L., Colonna, Sarah, V, Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Daly, Mary B., Dennis, Joe, Dork, Thilo, Dossus, Laure, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Flyger, Henrik, Fritschi, Lin, Gago-Dominguez, Manuela, Garcia-Saenz, Jose A., Giles, Graham G., Grip, Mervi, Guenel, Pascal, Guendert, Melanie, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Hart, Steven N., Hartikainen, Jaana M., Hartmann, Arndt, He, Wei, Hooning, Maartje J., Hoppe, Reiner, Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, Janni, Wolfgang, John, Esther M., Jung, Audrey Y., Kaaks, Rudolf, Keupers, Machteld, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lacey, James, V, Lambrechts, Diether, Le Marchand, Loic, Lindblom, Annika, Linet, Martha, Luben, Robert N., Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martens, John W. M., Martinez, Maria Elena, Mavroudis, Dimitrios, Michailidou, Kyriaki, Milne, Roger L., Mulligan, Anna Marie, Muranen, Taru A., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Olshan, Andrew F., Olsson, Hakan, Orr, Nick, Park-Simon, Tjoung-Won, Patel, Alpa, V, Peissel, Bernard, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Prajzendanc, Karolina, Prentice, Ross, Presneau, Nadege, Rack, Brigitte, Rennert, Gad, Rennert, Hedy S., Rhenius, Valerie, Romero, Atocha, Roylance, Rebecca, Lubinski, Jan, Ruebner, Matthias, Saloustros, Emmanouil, Sawyer, Elinor J., Schmutzler, Rita K., Schneeweiss, Andreas, Scott, Christopher, Shah, Mitul, Smichkoska, Snezhana, Southey, Melissa C., Stone, Jennifer, Surowy, Harald, Swerdlow, Anthony J., Tamimi, Rulla M., Tapper, William J., Teras, Lauren R., Terry, Mary Beth, Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., Wang, Qin, Hurson, Amber N., Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Brauch, Hiltrud, Garcia-Closas, Montserrat, Pharoah, Paul D. P., Easton, Douglas F., Chenevix-Trench, Georgia, Schmidt, Marjanka K., Morra, Anna, Escala-Garcia, Maria, Beesley, Jonathan, Keeman, Renske, Canisius, Sander, Ahearn, Thomas U., Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Auer, Paul L., Augustinsson, Annelie, Freeman, Laura E. Beane, Becher, Heiko, Beckmann, Matthias W., Behrens, Sabine, Bojesen, Stig E., Bolla, Manjeet K., Brenner, Hermann, Bruening, Thomas, Buys, Saundra S., Caan, Bette, Campa, Daniele, Canzian, Federico, Castelao, Jose E., Chang-Claude, Jenny, Chanock, Stephen J., Cheng, Ting-Yuan David, Clarke, Christine L., Colonna, Sarah, V, Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Daly, Mary B., Dennis, Joe, Dork, Thilo, Dossus, Laure, Dunning, Alison M., Dwek, Miriam, Eccles, Diana M., Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Flyger, Henrik, Fritschi, Lin, Gago-Dominguez, Manuela, Garcia-Saenz, Jose A., Giles, Graham G., Grip, Mervi, Guenel, Pascal, Guendert, Melanie, Hahnen, Eric, Haiman, Christopher A., Hakansson, Niclas, Hall, Per, Hamann, Ute, Hart, Steven N., Hartikainen, Jaana M., Hartmann, Arndt, He, Wei, Hooning, Maartje J., Hoppe, Reiner, Hopper, John L., Howell, Anthony, Hunter, David J., Jager, Agnes, Jakubowska, Anna, Janni, Wolfgang, John, Esther M., Jung, Audrey Y., Kaaks, Rudolf, Keupers, Machteld, Kitahara, Cari M., Koutros, Stella, Kraft, Peter, Kristensen, Vessela N., Kurian, Allison W., Lacey, James, V, Lambrechts, Diether, Le Marchand, Loic, Lindblom, Annika, Linet, Martha, Luben, Robert N., Lush, Michael, Mannermaa, Arto, Manoochehri, Mehdi, Margolin, Sara, Martens, John W. M., Martinez, Maria Elena, Mavroudis, Dimitrios, Michailidou, Kyriaki, Milne, Roger L., Mulligan, Anna Marie, Muranen, Taru A., Nevanlinna, Heli, Newman, William G., Nielsen, Sune F., Nordestgaard, Borge G., Olshan, Andrew F., Olsson, Hakan, Orr, Nick, Park-Simon, Tjoung-Won, Patel, Alpa, V, Peissel, Bernard, Peterlongo, Paolo, Plaseska-Karanfilska, Dijana, Prajzendanc, Karolina, Prentice, Ross, Presneau, Nadege, Rack, Brigitte, Rennert, Gad, Rennert, Hedy S., Rhenius, Valerie, Romero, Atocha, Roylance, Rebecca, Lubinski, Jan, Ruebner, Matthias, Saloustros, Emmanouil, Sawyer, Elinor J., Schmutzler, Rita K., Schneeweiss, Andreas, Scott, Christopher, Shah, Mitul, Smichkoska, Snezhana, Southey, Melissa C., Stone, Jennifer, Surowy, Harald, Swerdlow, Anthony J., Tamimi, Rulla M., Tapper, William J., Teras, Lauren R., Terry, Mary Beth, Tollenaar, Rob A. E. M., Tomlinson, Ian, Troester, Melissa A., Truong, Therese, Vachon, Celine M., Wang, Qin, Hurson, Amber N., Winqvist, Robert, Wolk, Alicja, Ziogas, Argyrios, Brauch, Hiltrud, Garcia-Closas, Montserrat, Pharoah, Paul D. P., Easton, Douglas F., Chenevix-Trench, Georgia, and Schmidt, 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 variants on breast
Published: 2021
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36. Combined associations of a polygenic risk score and classical risk factors with breast cancer risk

Author: Kapoor, Pooja Middha, Mavaddat, Nasim, Choudhury, Parichoy Pal, Wilcox, Amber N., Lindström, Sara, Behrens, Sabine, Michailidou, Kyriaki, Dennis, Joe, Bolla, Manjeet K., Wang, Qin, Jung, Audrey, Abu-Ful, Zomoroda, Ahearn, Thomas, Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J., Auer, Paul L., Beane Freeman, Laura E., Becher, Heiko, Beckmann, Matthias W., Beeghly-Fadiel, Alicia, Benitez, Javier, Bernstein, Leslie, Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Brüning, Thomas, Cai, Qiuyin, Campa, Daniele, Canzian, Federico, Carracedo, Angel, Carter, Brian D., Castelao, Jose E., Chanock, Stephen J., Chatterjee, Nilanjan, Chenevix-Trench, Georgia, Clarke, Christine L., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Dai, James Y., Earp, H. Shelton, Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Fritschi, Lin, Gabrielson, Marike, Gago-Dominguez, Manuela, Gao, Chi, Gapstur, Susan M., Gaudet, Mia M., Giles, Graham G., González-Neira, Anna, Guénel, Pascal, Haeberle, Lothar, Haiman, Christopher A., Håkansson, Niclas, Hall, Per, Hamann, Ute, Hatse, Sigrid, Heyworth, Jane, Holleczek, Bernd, Hoover, Robert N., Hopper, John L., Howell, Anthony, Hunter, David J., John, Esther M., Jones, Michael E., Kaaks, Rudolf, Keeman, Renske, Kitahara, Cari M., Ko, Yon-Dschun, Koutros, Stella, Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Lee, Eunjung, Lejbkowicz, Flavio, Linet, Martha, Lissowska, Jolanta, Llaneza, Ana, MacInnis, Robert J., Martinez, Maria Elena, Maurer, Tabea, McLean, Catriona, Neuhausen, Susan L., Newman, William G., Norman, Aaron, O'Brien, Katie M., Olshan, Andrew F., Olson, Janet E., Olsson, Håkan, Orr, Nick, Perou, Charles M., Pita, Guillermo, Polley, Eric C., Prentice, Ross L., Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Sandler, Dale P., Saunders, Christobel, Schoemaker, Minouk J., Schöttker, Ben, Schumacher, Fredrick, Scott, Christopher, Scott, Rodney J., Shu, Xiao-Ou, Smeets, Ann, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Swerdlow, Anthony J., Tamimi, Rulla M., Taylor, Jack A., Troester, Melissa A., Vachon, Celine M., van Veen, Elke M., Wang, Xiaoliang, Weinberg, Clarice R., Weltens, Caroline, Willett, Walter, Winham, Stacey J., Wolk, Alicja, Yang, Xiaohong R., Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Schmidt, Marjanka K., Kraft, Peter, Easton, Douglas F., Milne, Roger L., García-Closas, Montserrat, Chang-Claude, Jenny, Kapoor, Pooja Middha, Mavaddat, Nasim, Choudhury, Parichoy Pal, Wilcox, Amber N., Lindström, Sara, Behrens, Sabine, Michailidou, Kyriaki, Dennis, Joe, Bolla, Manjeet K., Wang, Qin, Jung, Audrey, Abu-Ful, Zomoroda, Ahearn, Thomas, Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J., Auer, Paul L., Beane Freeman, Laura E., Becher, Heiko, Beckmann, Matthias W., Beeghly-Fadiel, Alicia, Benitez, Javier, Bernstein, Leslie, Bojesen, Stig E., Brauch, Hiltrud, Brenner, Hermann, Brüning, Thomas, Cai, Qiuyin, Campa, Daniele, Canzian, Federico, Carracedo, Angel, Carter, Brian D., Castelao, Jose E., Chanock, Stephen J., Chatterjee, Nilanjan, Chenevix-Trench, Georgia, Clarke, Christine L., Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Dai, James Y., Earp, H. Shelton, Ekici, Arif B., Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Fritschi, Lin, Gabrielson, Marike, Gago-Dominguez, Manuela, Gao, Chi, Gapstur, Susan M., Gaudet, Mia M., Giles, Graham G., González-Neira, Anna, Guénel, Pascal, Haeberle, Lothar, Haiman, Christopher A., Håkansson, Niclas, Hall, Per, Hamann, Ute, Hatse, Sigrid, Heyworth, Jane, Holleczek, Bernd, Hoover, Robert N., Hopper, John L., Howell, Anthony, Hunter, David J., John, Esther M., Jones, Michael E., Kaaks, Rudolf, Keeman, Renske, Kitahara, Cari M., Ko, Yon-Dschun, Koutros, Stella, Kurian, Allison W., Lambrechts, Diether, Le Marchand, Loic, Lee, Eunjung, Lejbkowicz, Flavio, Linet, Martha, Lissowska, Jolanta, Llaneza, Ana, MacInnis, Robert J., Martinez, Maria Elena, Maurer, Tabea, McLean, Catriona, Neuhausen, Susan L., Newman, William G., Norman, Aaron, O'Brien, Katie M., Olshan, Andrew F., Olson, Janet E., Olsson, Håkan, Orr, Nick, Perou, Charles M., Pita, Guillermo, Polley, Eric C., Prentice, Ross L., Rennert, Gad, Rennert, Hedy S., Ruddy, Kathryn J., Sandler, Dale P., Saunders, Christobel, Schoemaker, Minouk J., Schöttker, Ben, Schumacher, Fredrick, Scott, Christopher, Scott, Rodney J., Shu, Xiao-Ou, Smeets, Ann, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Swerdlow, Anthony J., Tamimi, Rulla M., Taylor, Jack A., Troester, Melissa A., Vachon, Celine M., van Veen, Elke M., Wang, Xiaoliang, Weinberg, Clarice R., Weltens, Caroline, Willett, Walter, Winham, Stacey J., Wolk, Alicja, Yang, Xiaohong R., Zheng, Wei, Ziogas, Argyrios, Dunning, Alison M., Pharoah, Paul D. P., Schmidt, Marjanka K., Kraft, Peter, Easton, Douglas F., Milne, Roger L., García-Closas, Montserrat, and Chang-Claude, Jenny
Abstract: We evaluated the joint associations between a new 313-variant PRS (PRS313) and questionnaire-based breast cancer risk factors for women of European ancestry, using 72 284 cases and 80 354 controls from the Breast Cancer Association Consortium. Interactions were evaluated using standard logistic regression and a newly developed case-only method for breast cancer risk overall and by estrogen receptor status. After accounting for multiple testing, we did not find evidence that per-standard deviation PRS313 odds ratio differed across strata defined by individual risk factors. Goodness-of-fit tests did not reject the assumption of a multiplicative model between PRS313 and each risk factor. Variation in projected absolute lifetime risk of breast cancer associated with classical risk factors was greater for women with higher genetic risk (PRS313 and family history) and, on average, 17.5% higher in the highest vs lowest deciles of genetic risk. These findings have implications for risk prevention for women at increased risk of breast cancer.
Published: 2021
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37. Genome-wide association study identifies 32 novel breast cancer susceptibility loci from overall and subtype-specific analyses

Author: Zhan, Haoyu, Ahearn, Thomas U., Lecarpentier, Julie, Barnes, Daniel, Beesley, Jonathan, Qi, Guanghao, Hang, Xia, O'Mara, Tracy A., Zhao, Ni, Bolla, Manjeet K., Dunning, Alison M., Dennis, Joe, Wang, Qin, Abu Ful, Zumuruda, Aittomaki, Kristiina, Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J., Arun, Banu K., Auer, Paul L., Azzollini, Jacopo, Barrowdale, Daniel, Becher, Heiko, Beckmann, Matthias W., Behrens, Sabine, Benitez, Javier, Bermisheva, Marina, Bialkowska, Katarzyna, Blanco, Ana, Blomqvist, Carl, Bogdanova, Natalia, V, Bojesen, Stig E., Bonanni, Bernardo, Bondavalli, Davide, Borg, Ake, Brauch, Hiltrud, Brenner, Hermann, Briceno, Ignacio, Broeks, Annegien, Brucker, Sara Y., Bruening, Thomas, Burwinkel, Barbara, Buys, Saundra S., Byers, Helen, Caldes, Trinidad, Caligo, Maria A., Calvello, Mariarosaria, Campa, Daniele, Castelao, Jose E., Chang-Claude, Jenny, Chanock, Stephen J., Christiaens, Melissa, Christiansen, Hans, Chung, Wendy K., Claes, Kathleen B. M., Clarke, Christine L., Cornelissen, Sten, Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Daly, Mary B., Devilee, Peter, Diez, Orland, Domchek, Susan M., Doerk, Thilo, Dwek, Miriam, Eccles, Diana M., Ekici, Arif B., Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Foretova, Lenka, Fostira, Florentia, Friedman, Eitan, Frost, Debra, Gago-Dominguez, Manuela, Gapstur, Susan M., Garber, Judy, Garcia-Saenz, Jose A., Gaudet, Mia M., Gayther, Simon A., Giles, Graham G., Godwin, Andrew K., Goldberg, Mark S., Goldgar, David E., Gonzalez-Neira, Anna, Greene, Mark H., Gronwald, Jacek, Guenel, Pascal, Haeberle, Lothar, Hahnen, Eric, Haiman, Christopher A., Hake, Christopher R., Hall, Per, Hamann, Ute, Harkness, Elaine F., Heemskerk-Gerritsen, Bernadette A. M., Hillemanns, Peter, Hogervorst, Frans B. L., Holleczek, Bernd, Hollestelle, Antoinette, Hooning, Maartje J., Hoover, Robert N., Hopper, John L., Howell, Anthony, Huebner, Hanna, Hulick, Peter J., Imyanitov, Evgeny N., Isaacs, Claudine, Izatt, Louise, Jager, Agnes, Jakimovska, Milena, Jakubowska, Anna, James, Paul, Janavicius, Ramunas, Janni, Wolfgang, John, Esther M., Jones, Michael E., Jung, Audrey, Kaaks, Rudolf, Kapoor, Pooja Middha, Karlan, Beth Y., Keeman, Renske, Khan, Sofia, Khusnutdinova, Elza, Kitahara, Cari M., Ko, Yon-Dschun, Konstantopoulou, Irene, Koppert, Linetta B., Koutros, Stella, Kristensen, Vessela N., Laenkholm, Anne-Vibeke, Lambrechts, Diether, Larsson, Susanna C., Laurent-Puig, Pierre, Lazaro, Conxi, Lazarova, Emilija, Lejbkowicz, Flavio, Leslie, Goska, Lesueur, Fabienne, Lindblom, Annika, Lissowska, Jolanta, Lo, Wing-Yee, Loud, Jennifer T., Lubinski, Jan, Lukomska, Alicja, Maclnnis, Robert J., Mannermaa, Arto, Manoochehri, Mehdi, Manoukian, Siranoush, Margolin, Sara, Martinez, Maria Elena, Matricardi, Laura, McGuffog, Lesley, McLean, Catriona, Mebirouk, Noura, Meindl, Alfons, Menon, Usha, Miller, Austin, Mingazheva, Elvira, Montagna, Marco, Mulligan, Anna Marie, Mulot, Claire, Muranen, Taru A., Nathanson, Katherine L., Neuhausen, Susan L., Nevanlinna, Heli, Neven, Patrick, Newman, William G., Nielsens, Finn C., Nikitina-Zake, Liene, Nodora, Jesse, Offit, Kenneth, Olah, Edith, Olopade, Olufunmilayo, I, Olsson, Hakan, Orr, Nick, Papi, Laura, Papp, Janos, Park-Simon, Tjoung-Won, Parsons, Michael T., Peissel, Bernard, Peixoto, Ana, Peshkin, Beth, Peterlongo, Paolo, Peto, Julian, Phillips, Kelly-Anne, Piedmonte, Marion, Plaseska-Karanfilska, Dijana, Prajzendanc, Karolina, Prentice, Ross, Prokofyeva, Darya, Rack, Brigitte, Radice, Paolo, Ramus, Susan J., Rantala, Johanna, Rashid, Muhammad U., Rennert, Gad, Rennert, Hedy S., Risch, Harvey A., Romero, Atocha, Rookus, Matti A., Ruebner, Matthias, Ruediger, Thomas, Saloustros, Emmanouil, Sampson, Sarah, Sandler, Dale P., Sawyer, Elinor J., Scheuner, Maren T., Schmutzler, Rita K., Schneeweiss, Andreas, Schoemaker, Minouk J., Schoettker, Ben, Schuermann, Peter, Senter, Leigha, Sharma, Priyanka, Sherman, Mark E., Shu, Xiao-Ou, Singer, Christian F., Smichkoska, Snezhana, Soucy, Penny, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Stoppa-Lyonnet, Dominique, Swerdlow, Anthony J., Szabo, Csilla, I, Tamimi, Rulla M., Tapper, William J., Taylor, Jack A., Teixeira, Manuel R., Terry, MaryBeth, Thomassen, Mads, Thull, Darcy L., Tischkowitz, Marc, Toland, Amanda E., Tollenaar, Rob A. E. M., Tomlinson, Ian, Torres, Diana, Troester, Melissa A., Truong, Therese, Tung, Nadine, Untch, Michael, Vachon, Celine M., van den Ouweland, Ans M. W., van der Kolk, Lizet E., van Veen, Elke M., vanRensburg, Elizabeth J., Vega, Ana, Wappenschmidt, Barbara, Weinberg, Clarice R., Weitzel, Jeffrey N., Wildiers, Hans, Winqvist, Robert, Wolk, Alicja, Yang, Xiaohong R., Yannoukakos, Drakoulis, Zheng, Wei, Zorn, Kristin K., Milne, Roger L., Kraft, Peter, Simard, Jacques, Pharoah, Paul D. P., Michailidou, Kyriaki, Antoniou, Antonis C., Schmidt, Marjanka K., Chenevix-Trench, Georgia, Easton, Douglas F., Chatterjee, Nilanjan, Garcia-Closas, Montserrat, Zhan, Haoyu, Ahearn, Thomas U., Lecarpentier, Julie, Barnes, Daniel, Beesley, Jonathan, Qi, Guanghao, Hang, Xia, O'Mara, Tracy A., Zhao, Ni, Bolla, Manjeet K., Dunning, Alison M., Dennis, Joe, Wang, Qin, Abu Ful, Zumuruda, Aittomaki, Kristiina, Andrulis, Irene L., Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J., Arun, Banu K., Auer, Paul L., Azzollini, Jacopo, Barrowdale, Daniel, Becher, Heiko, Beckmann, Matthias W., Behrens, Sabine, Benitez, Javier, Bermisheva, Marina, Bialkowska, Katarzyna, Blanco, Ana, Blomqvist, Carl, Bogdanova, Natalia, V, Bojesen, Stig E., Bonanni, Bernardo, Bondavalli, Davide, Borg, Ake, Brauch, Hiltrud, Brenner, Hermann, Briceno, Ignacio, Broeks, Annegien, Brucker, Sara Y., Bruening, Thomas, Burwinkel, Barbara, Buys, Saundra S., Byers, Helen, Caldes, Trinidad, Caligo, Maria A., Calvello, Mariarosaria, Campa, Daniele, Castelao, Jose E., Chang-Claude, Jenny, Chanock, Stephen J., Christiaens, Melissa, Christiansen, Hans, Chung, Wendy K., Claes, Kathleen B. M., Clarke, Christine L., Cornelissen, Sten, Couch, Fergus J., Cox, Angela, Cross, Simon S., Czene, Kamila, Daly, Mary B., Devilee, Peter, Diez, Orland, Domchek, Susan M., Doerk, Thilo, Dwek, Miriam, Eccles, Diana M., Ekici, Arif B., Evans, D. Gareth, Fasching, Peter A., Figueroa, Jonine, Foretova, Lenka, Fostira, Florentia, Friedman, Eitan, Frost, Debra, Gago-Dominguez, Manuela, Gapstur, Susan M., Garber, Judy, Garcia-Saenz, Jose A., Gaudet, Mia M., Gayther, Simon A., Giles, Graham G., Godwin, Andrew K., Goldberg, Mark S., Goldgar, David E., Gonzalez-Neira, Anna, Greene, Mark H., Gronwald, Jacek, Guenel, Pascal, Haeberle, Lothar, Hahnen, Eric, Haiman, Christopher A., Hake, Christopher R., Hall, Per, Hamann, Ute, Harkness, Elaine F., Heemskerk-Gerritsen, Bernadette A. M., Hillemanns, Peter, Hogervorst, Frans B. L., Holleczek, Bernd, Hollestelle, Antoinette, Hooning, Maartje J., Hoover, Robert N., Hopper, John L., Howell, Anthony, Huebner, Hanna, Hulick, Peter J., Imyanitov, Evgeny N., Isaacs, Claudine, Izatt, Louise, Jager, Agnes, Jakimovska, Milena, Jakubowska, Anna, James, Paul, Janavicius, Ramunas, Janni, Wolfgang, John, Esther M., Jones, Michael E., Jung, Audrey, Kaaks, Rudolf, Kapoor, Pooja Middha, Karlan, Beth Y., Keeman, Renske, Khan, Sofia, Khusnutdinova, Elza, Kitahara, Cari M., Ko, Yon-Dschun, Konstantopoulou, Irene, Koppert, Linetta B., Koutros, Stella, Kristensen, Vessela N., Laenkholm, Anne-Vibeke, Lambrechts, Diether, Larsson, Susanna C., Laurent-Puig, Pierre, Lazaro, Conxi, Lazarova, Emilija, Lejbkowicz, Flavio, Leslie, Goska, Lesueur, Fabienne, Lindblom, Annika, Lissowska, Jolanta, Lo, Wing-Yee, Loud, Jennifer T., Lubinski, Jan, Lukomska, Alicja, Maclnnis, Robert J., Mannermaa, Arto, Manoochehri, Mehdi, Manoukian, Siranoush, Margolin, Sara, Martinez, Maria Elena, Matricardi, Laura, McGuffog, Lesley, McLean, Catriona, Mebirouk, Noura, Meindl, Alfons, Menon, Usha, Miller, Austin, Mingazheva, Elvira, Montagna, Marco, Mulligan, Anna Marie, Mulot, Claire, Muranen, Taru A., Nathanson, Katherine L., Neuhausen, Susan L., Nevanlinna, Heli, Neven, Patrick, Newman, William G., Nielsens, Finn C., Nikitina-Zake, Liene, Nodora, Jesse, Offit, Kenneth, Olah, Edith, Olopade, Olufunmilayo, I, Olsson, Hakan, Orr, Nick, Papi, Laura, Papp, Janos, Park-Simon, Tjoung-Won, Parsons, Michael T., Peissel, Bernard, Peixoto, Ana, Peshkin, Beth, Peterlongo, Paolo, Peto, Julian, Phillips, Kelly-Anne, Piedmonte, Marion, Plaseska-Karanfilska, Dijana, Prajzendanc, Karolina, Prentice, Ross, Prokofyeva, Darya, Rack, Brigitte, Radice, Paolo, Ramus, Susan J., Rantala, Johanna, Rashid, Muhammad U., Rennert, Gad, Rennert, Hedy S., Risch, Harvey A., Romero, Atocha, Rookus, Matti A., Ruebner, Matthias, Ruediger, Thomas, Saloustros, Emmanouil, Sampson, Sarah, Sandler, Dale P., Sawyer, Elinor J., Scheuner, Maren T., Schmutzler, Rita K., Schneeweiss, Andreas, Schoemaker, Minouk J., Schoettker, Ben, Schuermann, Peter, Senter, Leigha, Sharma, Priyanka, Sherman, Mark E., Shu, Xiao-Ou, Singer, Christian F., Smichkoska, Snezhana, Soucy, Penny, Southey, Melissa C., Spinelli, John J., Stone, Jennifer, Stoppa-Lyonnet, Dominique, Swerdlow, Anthony J., Szabo, Csilla, I, Tamimi, Rulla M., Tapper, William J., Taylor, Jack A., Teixeira, Manuel R., Terry, MaryBeth, Thomassen, Mads, Thull, Darcy L., Tischkowitz, Marc, Toland, Amanda E., Tollenaar, Rob A. E. M., Tomlinson, Ian, Torres, Diana, Troester, Melissa A., Truong, Therese, Tung, Nadine, Untch, Michael, Vachon, Celine M., van den Ouweland, Ans M. W., van der Kolk, Lizet E., van Veen, Elke M., vanRensburg, Elizabeth J., Vega, Ana, Wappenschmidt, Barbara, Weinberg, Clarice R., Weitzel, Jeffrey N., Wildiers, Hans, Winqvist, Robert, Wolk, Alicja, Yang, Xiaohong R., Yannoukakos, Drakoulis, Zheng, Wei, Zorn, Kristin K., Milne, Roger L., Kraft, Peter, Simard, Jacques, Pharoah, Paul D. P., Michailidou, Kyriaki, Antoniou, Antonis C., Schmidt, Marjanka K., Chenevix-Trench, Georgia, Easton, Douglas F., Chatterjee, Nilanjan, and Garcia-Closas, Montserrat
Abstract: Genome-wide analysis identifies 32 loci associated with breast cancer susceptibility, accounting for estrogen receptor, progesterone receptor and human epidermal growth factor receptor 2 status and tumor grade. Breast cancer susceptibility variants frequently show heterogeneity in associations by tumor subtype(1-3). 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 < 5.0 x 10(-8)), 15 of which showed evidence for associations with at least one tumor feature (false discovery rate < 0.05). Five loci showed associations (P < 0.05) in opposite directions between luminal and non-luminal subtypes. In silico analyses showed that these five loci contained cell-specific enhancers that differed between normal luminal and basal mammary cells. The genetic correlations between five intrinsic-like subtypes ranged from 0.35 to 0.80. The proportion of genome-wide chip heritability explained by all known susceptibility loci was 54.2% for luminal A-like disease and 37.6% for triple-negative disease. The odds ratios of polygenic risk scores, which included 330 variants, for the highest 1% of quantiles compared with middle quantiles were 5.63 and 3.02 for luminal A-like and triple-negative disease, respectively. These findings provide an improved understanding of genetic predisposition to breast cancer subtypes and will inform the development of subtype-specific polygenic risk scores.
Published: 2020
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