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

Author

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

Subjects
Oncology, medicine.medical_specialty, Linkage disequilibrium, Carcinogenesis, Estrogen receptor, Genome-wide association study, Breast Neoplasms, Triple Negative Breast Neoplasms, Biology, Gene mutation, Linkage Disequilibrium, Càncer de mama, 03 medical and health sciences, 0302 clinical medicine, Breast cancer, SDG 3 - Good Health and Well-being, Internal medicine, Genetics, Genetic predisposition, medicine, Humans, Genetic Predisposition to Disease, Carcinogènesi, Triple-negative breast cancer, 030304 developmental biology, Medicinsk genetik, 0303 health sciences, Genetic heterogeneity, BRCA1 Protein, medicine.disease, 3. Good health, Case-Control Studies, Female, Mutation, Genome-Wide Association Study, Medical Genetics, 030217 neurology & neurosurgery
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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2. Genome-wide association study identifies 32 novel breast cancer susceptibility loci from overall and subtype-specific analyses

Author

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

Subjects
0303 health sciences, Estrogen receptor, Genome-wide association study, Biology, medicine.disease, Tumor heterogeneity, 3. Good health, Tumor Subtype, 03 medical and health sciences, 0302 clinical medicine, Breast cancer, 030220 oncology & carcinogenesis, Progesterone receptor, Susceptibility locus, medicine, Cancer research, Human Epidermal Growth Factor Receptor 2, 030304 developmental biology
Abstract

Breast cancer susceptibility variants frequently show heterogeneity in associations by tumor subtype. To identify novel loci, we performed a genome-wide association study (GWAS) 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 (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER2) status and tumor grade. We identified 32 novel susceptibility loci (P-8), 15 of which showed evidence for associations with at least one tumor feature (false discovery rate PIn-silico analyses showed 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 37.6% for triple-negative and 54.2% for luminal A-like disease. 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
2019
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3. Genome-wide association study of germline variants and breast cancer-specific mortality

Author

Wing-Yee Lo, Dhanya Ramachandran, Christos Petridis, Fernando Salvador Moreno, Tongguang Cheng, Bernardo Bonanni, Ann Smeets, Susan E. Hankinson, Caroline Seynaeve, Suet-Feung Chin, Vessela N. Kristensen, Christopher G. Scott, Javier Benitez, William T. Newman, Brigitte Rack, Marjanka K. Schmidt, Diether Lambrechts, Alfons Meindl, Maria Escala-Garcia, Hoda Anton-Culver, Veli-Matti Kosma, Nadege Presneau, Daniel F. Schmidt, Douglas F. Easton, Ans M.W. van den Ouweland, Emmanouil Saloustros, Antoinette Hollestelle, Darya Prokofieva, Elinor J. Sawyer, Louise A. Brinton, Manuela Gago-Dominguez, Minouk J. Schoemaker, Robert N. Hoover, Fergus J. Couch, Ute Hamann, Eva Galle, Catriona McLean, Georgia Chenevix-Trench, Tjoung-Won Park-Simon, Per Hall, Jaana M. Hartikainen, Leslie Bernstein, Jose Ignacio Arias Perez, Flavio Lejbkowicz, Qi Guo, Brian D. Carter, Martha S. Linet, Fredrick R. Schumacher, Yan Zhang, Mikael Eriksson, Hiltrud Brauch, Janet A. Dunn, Gord Glendon, Bernd Holleczek, William J. Tapper, Marike Gabrielson, Keith Humphreys, Rodney J. Scott, Tabea Kühl, Lorraine Durcan, David J. Hunter, Pascal Guénel, Tom Maishman, Mary B. Daly, Rami Nassir, Andreas Schneeweiss, Kamila Czene, Jonine D. Figueroa, Grethe I. Grenaker Alnæs, Julia A. Knight, Angel Carracedo, Susan M. Gapstur, Manuel R. Teixeira, Guanmengqian Huang, Paul L. Auer, Sara Y. Brucker, Johanna I. Kiiski, Adam R. Brentnall, Simon S. Cross, Joe Dennis, Nicola Miller, Walter C. Willett, Melissa C. Southey, Christoph Engel, Niclas Håkansson, Diana Eccles, John L. Hopper, Elaine F. Harkness, Audrey Y. Jung, Trinidad Caldés, Steven N. Hart, Sara Lindström, Michael P. Lux, Julie Lecarpentier, Lian Li, Robert Winqvist, Peter Kraft, Stephen J. Chanock, Thilo Dörk, Melanie Maierthaler, Rudolf Kaaks, Angela Cox, Maartje J. Hooning, José A. García-Sáenz, Christi J. van Asperen, Mervi Grip, Enes Makalic, Mia M. Gaudet, David E. Goldgar, Ross L. Prentice, Carolina Ellberg, Sune F. Nielsen, Federico Canzian, Rebecca Roylance, Aline Talhouk, Vassilios Georgoulias, Eunjung Lee, Siranoush Manoukian, Sara Margolin, Paul D.P. Pharoah, Hedy S. Rennert, Mitul Shah, Matthias W. Beckmann, Anthony Howell, Anne Lise Børresen-Dale, Christopher A. Haiman, V. Shane Pankratz, Anna González-Neira, Kathrin Thöne, Ian Tomlinson, Thérèse Truong, Anna Marie Mulligan, Ute Krüger, Mehdi Manoochehri, Arja Jukkola-Vuorinen, Loic Le Marchand, Katri Pylkäs, Peter Hillemanns, Dieter Flesch-Janys, Volker Arndt, Peter A. Fasching, Christine L. Clarke, Louise Hiller, Eric Hahnen, Jan Lubinski, Jose E. Castelao, Roger L. Milne, Linetta B. Koppert, Peter Devilee, Rob A. E. M. Tollenaar, Ian W. Brock, Claire Mulot, Mila Pinchev, Carlos Caldas, Michael Untch, Gadi Rennert, Aaron D. Norman, Per Broberg, Anthony J. Swerdlow, Lothar Haeberle, Heli Nevanlinna, Arto Mannermaa, Irene L. Andrulis, Angela George, Montserrat Garcia-Closas, Jolanta Lissowska, Jonathan Beesley, Paolo Peterlongo, Cari M. Kitahara, Rulla M. Tamimi, Annika Lindblom, Sabine Behrens, Nick Orr, David G. Cox, D. Gareth Evans, Jacques Simard, Diana Torres, Constance Turman, Celine M. Vachon, Qin Wang, Hans-Ulrich Ulmer, Maria Kabisch, Maria Elena Martinez, Paolo Radice, Maria Tengström, Dimitrios Mavroudis, Jean Abraham, Helena M. Earl, Alice S. Whittemore, Hermann Brenner, Rita K. Schmutzler, Børge G. Nordestgaard, Barbara Burwinkel, Michael Jones, Esther M. John, Patricia Harrington, Daniele Campa, Elke M. van Veen, Clara Pérez-Barrios, Susan L. Neuhausen, Marina Bermisheva, Alicja Wolk, Christof Sohn, Elza Khusnutdinova, Michael J. Kerin, Miriam Dwek, Sibylle Loibl, Manjeet K. Bolla, Carl Blomqvist, Sander Canisius, Graham G. Giles, A. Heather Eliassen, Valerie Rhenius, Alexander Hein, Emilie Cordina-Duverger, Arif B. Ekici, Yon-Dschun Ko, Pooja Middha, Alison M. Dunning, Katarzyna Kaczmarek, Bram Boeckx, Mary Beth Terry, Jenny Chang-Claude, Karoliona Prajzendanc, Renske Keeman, Camilla Wendt, Atocha Romero, Stig E. Bojesen, Robert J. MacInnis, Clare Turnbull, Lukas Schwentner, Xiaohong R. Yang, Henrik Flyger, Håkan Olsson, Wolfgang Janni, Sofia Khan, Clinicum, Department of Oncology, University of Helsinki, Department of Obstetrics and Gynecology, HUS Gynecology and Obstetrics, HUS Comprehensive Cancer Center, Medical Oncology, Surgery, and Clinical Genetics

Subjects
Oncology, Cancer Research, PROGNOSIS, Genome-wide association study, PATHWAY, Prognostic markers, Breast cancer, 0302 clinical medicine, Epidemiology of cancer, Cancer genetics, RISK, Hazard ratio, SINGLE-NUCLEOTIDE POLYMORPHISMS, GENETIC-VARIATION, 3. Good health, Receptors, Estrogen, 030220 oncology & carcinogenesis, SURVIVAL, TUMOR SUBTYPES, Female, Chromosomes, Human, Pair 7, EXPRESSION, medicine.medical_specialty, CLINICAL-OUTCOMES, SUSCEPTIBILITY LOCI, 3122 Cancers, Breast Neoplasms, Single-nucleotide polymorphism, Article, White People, NBCS Collaborators, RC0254, 03 medical and health sciences, Germline mutation, SDG 3 - Good Health and Well-being, Internal medicine, medicine, Humans, Proportional Hazards Models, business.industry, Proportional hazards model, Genetic Variation, Cancer, Bayes Theorem, medicine.disease, business, Genome-Wide Association Study
Abstract

Background: We examined the associations between germline variants and breast cancer mortality using a large meta-analysis of women of European ancestry. Methods: Meta-analyses included summary estimates based on Cox models of twelve datasets using ~10.4 million variants for 96,661 women with breast cancer and 7697 events (breast cancer-specific deaths). Oestrogen receptor (ER)-specific analyses were based on 64,171 ER-positive (4116) and 16,172 ER-negative (2125) patients. We evaluated the probability of a signal to be a true positive using the Bayesian false discovery probability (BFDP). Results: We did not find any variant associated with breast cancer-specific mortality at P < 5 × 10 −8 . For ER-positive disease, the most significantly associated variant was chr7:rs4717568 (BFDP = 7%, P = 1.28 × 10 −7 , hazard ratio [HR] = 0.88, 95% confidence interval [CI] = 0.84–0.92); the closest gene is AUTS2. For ER-negative disease, the most significant variant was chr7:rs67918676 (BFDP = 11%, P = 1.38 × 10 −7 , HR = 1.27, 95% CI = 1.16–1.39); located within a long intergenic non-coding RNA gene (AC004009.3), close to the HOXA gene cluster. Conclusions: We uncovered germline variants on chromosome 7 at BFDP < 15% close to genes for which there is biological evidence related to breast cancer outcome. However, the paucity of variants associated with mortality at genome-wide significance underpins the challenge in providing genetic-based individualised prognostic information for breast cancer patients.

Published
2019
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4. Identification of 12 new susceptibility loci for different histotypes of epithelial ovarian cancer

Author

Eitan Friedman, Mattias Van Heetvelde, Jennifer B. Permuth, Joseph Vijai, Patricia A. Ganz, Jennifer A. Doherty, Argyrios Ziogas, Bernard Peissel, Edwin S. Iversen, Angela Brooks-Wilson, Ingo B. Runnebaum, Amanda B. Spurdle, Heli Nevanlinna, Kenneth Offit, Laura Papi, Georgia Chenevix-Trench, Saundra S. Buys, Martin Köbel, Fabienne Lesueur, Elizabeth W. Pugh, Joe Dennis, Sylvie Mazoyer, Diana Eccles, Shirley Hodgson, Jolanta Lissowska, Judy Garber, Pascal Pujol, Kristin K. Zorn, Orland Diez, Marcia Adams, Thomas Conner, Renée T. Fortner, Tjoung-Won Park-Simon, Vanesa García-Barberán, Kerstin Rhiem, Norbert Arnold, Karoline Kuchenbaecker, Susan M. Domchek, María Josefa Mosteiro García, Matthias W. Beckmann, Alex Henderson, Melissa C. Larson, Jane Romm, Anja Rudolph, Steven A. Narod, Mats Jernetz, Jolanta Kupryjanczyk, Natalia Bogdanova, Jacob Musinsky, Helga B. Salvesen, Jonathan Beesley, Paolo Peterlongo, Arif B. Ekici, Clarice R. Weinberg, Marion Piedmonte, Christian F. Singer, Robert L. Nussbaum, Katja K.H. Aben, Michael J. Birrer, Juul T. Wijnen, Elizabeth M. Poole, Phuong L. Mai, David J. Hunter, Tanja Pejovic, Athanassios Vratimos, Barbara Wappenschmidt, Nicolas Wentzensen, Marcus Q. Bernardini, Leigha Senter, Terence Cescon, Daniel W. Cramer, Silvia Tognazzo, Drakoulis Yannoukakos, Jacopo Azzollini, Ignace Vergote, Karen H. Lu, Gustavo C. Rodriguez, Julian Adlard, Tomasz Huzarski, Mark H. Greene, Susan L. Neuhausen, Marina Bermisheva, Alicja Wolk, Paulo C Lyra, Usha Menon, Ralf Bützow, Siddhartha Kar, Manuel R. Teixeira, Conxi Lázaro, Agnieszka Dansonka-Mieszkowska, Aleksandra Gentry-Maharaj, Zsofia K. Stadler, Melissa C. Southey, Ramunas Janavicius, Douglas F. Easton, Digna R. Velez Edwards, Jocelyne Chiquette, Karin Kast, Jonathan Tyrer, Georg Pfeiler, Tara M. Friebel, Bruno Buecher, Goska Leslie, Jackie Cook, Catherine M. Phelan, Steve Ellis, Estrid Høgdall, Beth Y. Karlan, Anthony J. Swerdlow, Sarah E. Ferguson, Rosalind Glasspool, Frans B. L. Hogervorst, Lotte Nedergaard, Britton Trabert, Jack A. Taylor, Irene L. Andrulis, Paolo Radice, Dennis J. Hazelett, Mads Thomassen, Dong Liang, Joseph H. Rothstein, Loren Lipworth, Melissa A. Merritt, Ana Vega, Petra H.M. Peeters, Claus Høgdall, Anna M. Piskorz, Bernardo Bonanni, Janet M. Lee, Malcolm C. Pike, Clemens Liebrich, Zachary C. Fogarty, Bent Ejlertsen, Yuan Chun Ding, Dieter Niederacher, Michael E. Carney, Dominique Stoppa-Lyonnet, Nadine Tung, Curtis Olswold, Ana Osorio, Fiona Bruinsma, Christine Walsh, Fabienne Prieur, Lara E. Sucheston-Campbell, Stephen B. Gruber, Maartje J. Hooning, George Fountzilas, Amanda Black, David E. Goldgar, Anna Jakubowska, Paul D.P. Pharoah, Angela R. Bradbury, Helene Holland, Ruth C. Travis, Susana Banerjee, Penelope M. Webb, Brooke L. Fridley, Clara Bodelon, Mary Anne Rossing, Yen Y. Tan, Rosa B. Barkardottir, Jong Won Lee, Stephen J. Chanock, Bruce Poppe, Sandra Fert Ferrer, Melissa Moffitt, Taymaa May, Gustavo Mendoza-Fandiño, Christopher A. Haiman, Alicia Beeghly-Fadiel, Rebecca Sutphen, Michelle A.T. Hildebrandt, Lambertus A. Kiemeney, Thilo Dörk, Douglas A. Levine, Gerasimos Aravantinos, Celeste Leigh Pearce, Sue K. Park, David Van Den Berg, Louise Izatt, Hannah P. Yang, Graham G. Giles, Linda S. Cook, John R. McLaughlin, Nick Orr, Weiva Sieh, Raymonda Varon-Mateeva, Marco Montagna, Honglin Song, Laura Ottini, Ruea-Yea Huang, Joanna Moes-Sosnowska, Anders Bojesen, David M. O'Malley, Andrew K. Godwin, Lucy Side, Sung-Won Kim, Lukasz Szafron, Christoph Engel, Harvey A. Risch, Alexander Hein, Penny Soucy, Elza Khusnutdinova, Ana Peixoto, Arto Leminen, Cora M. Aalfs, Matthias Dürst, Mary B. Daly, Patricia Rice, Nadeem Siddiqui, Dale P. Sandler, Ava Kwong, Madalene Earp, Marjorie J. Riggan, Inge Søkilde Pedersen, Susanne K. Kjaer, Mercedes Durán, Joellen M. Schildkraut, James D. Brenton, D. Gareth Evans, Liisa M. Pelttari, Kimberly F. Doheny, Karen Hosking, Miquel Angel Pujana, Salina B. Chan, Joan Brunet, Trinidad Caldés, Rosemarie Davidson, Jessica N. McAlpine, Jenny Lester, Niclas Håkansson, Kai-ren Ong, Ros Eeles, Francesmary Modugno, Martin Gore, Loic Le Marchand, Robert A. Vierkant, Wendy K. Chung, Christopher I. Amos, N. Charlotte Onland-Moret, Brita Arver, Marc Tischkowitz, Craig Luccarini, Daniel Barrowdale, Laima Tihomirova, Louise A. Brinton, Fergus J. Couch, Alfons Meindl, Nerea Larrañaga, Cristina Rodríguez-Antona, Alice S. Whittemore, Johanna I. Kiiski, Todd L. Edwards, Eric Hahnen, Grzegorz Sukiennicki, Els Van Nieuwenhuysen, Elizabeth J. van Rensburg, Michael Jones, Åke Borg, Edith Olah, Ute Hamann, Liv Cecilie Vestrheim Thomsen, Xiaoqing Chen, Ganna Chornokur, Minouk J. Schoemaker, Marc T. Goodman, Fanny Dao, Andrea Gehrig, Hagay Sobol, Nhu D. Le, Esther M. John, Adriaan Vanderstichele, Antonia Trichopoulou, Kunle Odunsi, Yukie Bean, David G. Huntsman, Lidia Pezzani, V. Wendy Setiawan, Marinus J. Blok, Yael Laitman, Mary Porteous, Patricia Harrington, Samantha Poblete, Shashikant Lele, Anne M. van Altena, Mingajeva Elvira, Lene Lundvall, Dominique Leroux, Annemarie H. van der Hout, Darya Prokofyeva, Debra Frost, Yoke-Eng Chiew, Gad Rennert, Stacey J. Winham, Muy-Kheng Tea, Kirsten B. Moysich, Angel Izquierdo, Anna H. Wu, Christine Rappaport-Fuerhauser, Peter Hillemanns, Rob B. van der Luijt, Gord Glendon, Jan Lubinński, Csilla Szabo, Gillian Mitchell, Andrea L. Richardson, Mark E. Robson, Roger L. Milne, Thomas Hansen, Francesca Damiola, Tameka Shelford, Natalia Antonenkova, Julie Lecarpentier, Paul A. James, Claudine Isaacs, Gianluca Severi, Maria A. Caligo, Teodora Goranova, Kate Lawrenson, Sandra Orsulic, Priyanka Sharma, Holly R. Harris, Peter A. Fasching, Christian Sutter, Torben A Kruse, Line Bjørge, Lesley McGuffog, Leon F.A.G. Massuger, Lynne R. Wilkens, Reidun K. Kopperud, Jillian Hung, Iain A. McNeish, Hanne Meijers-Heijboer, Uffe Birk Jensen, Diether Lambrechts, Johanna Rantala, Kelly-Anne Phillips, Michelle M.M. Woo, Kathryn L. Terry, Kathleen Claes, Ellen L. Goode, Olufunmilayo I. Olopade, Darcy L. Thull, Ailith Pirie, Sharon E. Johnatty, Soo Hwang Teo, Aimee A D'Aloisio, Evgeny N. Imyanitov, Domenico Palli, Andrew Berchuck, Banu Arun, Florentia Fostira, Jan Hauke, Jenny Chang-Claude, Pamela J. Thompson, Peter J. Hulick, Per Broberg, Arjen R. Mensenkamp, Xifeng Wu, Alicia A. Tone, Jacques Simard, Ursula Eilber, Jacek Gronwald, Kenneth Blankstein, James M. Flanagan, Alvaro N.A. Monteiro, Timea Pocza, Rita K. Schmutzler, Jeffrey N. Weitzel, Simon A. Gayther, William D. Foulkes, Valerie McGuire, Katherine L. Nathanson, Kevin H. Eng, Anna deFazio, Ian G. Campbell, Capucine Delnatte, Shan Wang-Gohrke, Jenna Lilyquist, Matti A. Rookus, Sakaeva Dina Damirovna, Laure Dossus, Simon G. Coetzee, Catherine J. Kennedy, Roberta B. Ness, James Paul, Andrew Lee, Linda E. Kelemen, Judith Balmaña, Anne-Marie Gerdes, Laure Barjhoux, Håkan Olsson, Lisa Walker, Doris Steinemann, Cecilia M. Dorfling, Julie M. Cunningham, Shelley S. Tworoger, Allan Jensen, Thomas A. Sellers, Javier Benitez, Anthony N. Karnezis, Hoda Anton-Culver, Carole Brewer, Siranoush Manoukian, Dorothea Wand, Ed Dicks, Antonis C. Antoniou, Amanda E. Toland, Anna Marie Mulligan, Päivi Kannisto, Rikki Cannioto, Bernd Dworniczak, Susan J. Ramus, Anna V. Tinker, Epidemiology and Data Science, Amsterdam Reproduction & Development (AR&D), CCA - Cancer biology and immunology, Amsterdam Neuroscience - Complex Trait Genetics, Human genetics, MUMC+: DA KG Lab Centraal Lab (9), RS: GROW - R4 - Reproductive and Perinatal Medicine, Government of Canada, Cancer Research Foundation, Canadian Institutes of Health Research, National Institutes of Health (US), Fonds de Recherche du Québec, Ministry of Health and Welfare (South Korea), Associazione Italiana per la Ricerca sul Cancro, Deutsche Krebshilfe, Genome Canada, Medical Oncology, Clinical Genetics, Human Genetics, ARD - Amsterdam Reproduction and Development, Centre Léon Bérard [Lyon], Service de Génétique Oncologique, Institut Curie [Paris], CRLCC René Gauducheau, Centre International de Recherche contre le Cancer - International Agency for Research on Cancer (CIRC - IARC), Organisation Mondiale de la Santé / World Health Organization Office (OMS / WHO), Centre Hospitalier Métropole Savoie [Chambéry], CHU Grenoble, Cancer et génome: Bioinformatique, biostatistiques et épidémiologie d'un système complexe, Institut Curie [Paris]-MINES ParisTech - École nationale supérieure des mines de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de la Santé et de la Recherche Médicale (INSERM), MINES ParisTech - École nationale supérieure des mines de Paris, Université Paris sciences et lettres (PSL), Centre de Recherche en Cancérologie de Lyon (UNICANCER/CRCL), Centre Léon Bérard [Lyon]-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), CHU Saint-Etienne, Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier), Université Paris-Sud - Paris 11 - Faculté de médecine (UP11 UFR Médecine), Université Paris-Sud - Paris 11 (UP11), Institut Gustave Roussy (IGR), Université Paris-Saclay, Institut Paoli-Calmettes, Fédération nationale des Centres de lutte contre le Cancer (FNCLCC), Tyrer, Jonathan [0000-0003-3724-4757], Dennis, Joe [0000-0003-4591-1214], Dicks, Ed [0000-0002-0617-0401], Lee, Andrew [0000-0003-0677-0252], Leslie, Goska [0000-0001-5756-6222], Brenton, James [0000-0002-5738-6683], Song, Honglin [0000-0001-5076-7371], Tischkowitz, Marc [0000-0002-7880-0628], Easton, Douglas [0000-0003-2444-3247], Antoniou, Antonis [0000-0001-9223-3116], Pharoah, Paul [0000-0001-8494-732X], and Apollo - University of Cambridge Repository

Subjects
0301 basic medicine, endocrine system diseases, Epidemiology, Càncer d'ovari, Genome-wide association study, Carcinoma, Ovarian Epithelial, Genome-wide association studies, susceptibility, Risk Factors, Genotype, Tumours of the digestive tract Radboud Institute for Molecular Life Sciences [Radboudumc 14], Medicine and Health Sciences, Neoplasms, Glandular and Epithelial, POPULATION, Genetics & Heredity, Genetics, Ovarian Neoplasms, RISK, education.field_of_study, Women's cancers Radboud Institute for Molecular Life Sciences [Radboudumc 17], cancer, ovary, BRCA1 Protein, COMMON VARIANTS, 11 Medical And Health Sciences, ASSOCIATION, female genital diseases and pregnancy complications, Women's cancers Radboud Institute for Health Sciences [Radboudumc 17], 3. Good health, Serous fluid, ovarian cancer, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], Female, Life Sciences & Biomedicine, epithelial ovarian cancer, BRCA1, BRCA2, Population, Telomere-Binding Proteins, [SDV.CAN]Life Sciences [q-bio]/Cancer, Locus (genetics), Biology, Polymorphism, Single Nucleotide, Article, 03 medical and health sciences, SDG 3 - Good Health and Well-being, Meta-Analysis as Topic, CLEAR-CELL CARCINOMA, Ovarian cancer, medicine, Journal Article, Humans, BREAST-CANCER, Genetic Predisposition to Disease, Allele, education, Genotyping, Alleles, METAANALYSIS, BRCA2 Protein, [SDV.GEN]Life Sciences [q-bio]/Genetics, Science & Technology, MUTATIONS, ENDOMETRIOSIS, Biology and Life Sciences, 06 Biological Sciences, medicine.disease, 030104 developmental biology, Genetic Loci, Mutation, TELOMERE LENGTH, Cancer research, [SDV.MHEP]Life Sciences [q-bio]/Human health and pathology, Developmental Biology, Genome-Wide Association Study
Abstract

The OCAC OncoArray genotyping project: et al., To identify common alleles associated with different histotypes of epithelial ovarian cancer (EOC), we pooled data from multiple genome-wide genotyping projects totaling 25,509 EOC cases and 40,941 controls. We identified nine new susceptibility loci for different EOC histotypes: six for serous EOC histotypes (3q28, 4q32.3, 8q21.11, 10q24.33, 18q11.2 and 22q12.1), two for mucinous EOC (3q22.3 and 9q31.1) and one for endometrioid EOC (5q12.3). We then performed meta-analysis on the results for high-grade serous ovarian cancer with the results from analysis of 31,448 BRCA1 and BRCA2 mutation carriers, including 3,887 mutation carriers with EOC. This identified three additional susceptibility loci at 2q13, 8q24.1 and 12q24.31. Integrated analyses of genes and regulatory biofeatures at each locus predicted candidate susceptibility genes, including OBFC1, a new candidate susceptibility gene for low-grade and borderline serous EOC., The OCAC OncoArray genotyping project was funded through grants from the US National Institutes of Health (CA1X01HG007491-01 (C.I.A.), U19-CA148112 (T.A.S.), R01-CA149429 (C.M.P.) and R01-CA058598 (M.T.G.)); Canadian Institutes of Health Research (MOP-86727 (L.E.K.)); and the Ovarian Cancer Research Fund (A.B.). Funding for the CIMBA OncoArray genotyping was provided by the Government of Canada through Genome Canada and the Canadian Institutes of Health Research, the Ministère de l’Économie, de la Science et de l’Innovation du Québec through Génome Québec, the Quebec Breast Cancer Foundation for the PERSPECTIVE project, the US National Institutes of Health (CA1X01HG007491-01 (C.I.A.)), the Odense University Hospital Research Foundation (M.T.), the National R&D Program for Cancer Control, Ministry of Health and Welfare, Republic of Korea (1420190 (S.K.P.)), the Italian Association for Cancer Research (IG16933 (L.O.)) and German Cancer Aid (110837 (R.K.S.).

Published
2017
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5. Breast Cancer Risk Associated with Estrogen Exposure and Truncating Mutation Location in BRCA1/2 Carriers

Author

Nadine Andrieu, Laurence Gladieff, Olivier Caron, Laurence Venat-Bouvet, Dominique Stoppa-Lyonnet, Pascaline Berthet, Catherine Noguès, Véronique Mari, Alain Lortholary, Jean-Pierre Fricker, Emmanuelle Mouret-Fourme, Elisabeth Luporsi, Dominique Leroux, Paul Gesta, Valérie Bonadona, Laurence Faivre, Christine Lasset, Pascal Pujol, François Eisinger, Isabelle Coupier, Chrystelle Colas, Julie Lecarpentier, Julie Tinat, Christine Maugard, Marion Gauthier-Villars, Bruno Buecher, Cancer et génome: Bioinformatique, biostatistiques et épidémiologie d'un système complexe, Mines Paris - PSL (École nationale supérieure des mines de Paris), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut Curie [Paris]-Institut National de la Santé et de la Recherche Médicale (INSERM), Institut Curie - Saint Cloud (ICSC), Institut Curie [Paris], Unité de génétique et biologie des cancers (U830), Université Paris Descartes - Paris 5 (UPD5)-Institut Curie [Paris]-Institut National de la Santé et de la Recherche Médicale (INSERM), Centre Léon Bérard [Lyon], Biostatistiques santé, Département biostatistiques et modélisation pour la santé et l'environnement [LBBE], Laboratoire de Biométrie et Biologie Evolutive - UMR 5558 (LBBE), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National de Recherche en Informatique et en Automatique (Inria)-VetAgro Sup - Institut national d'enseignement supérieur et de recherche en alimentation, santé animale, sciences agronomiques et de l'environnement (VAS)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National de Recherche en Informatique et en Automatique (Inria)-VetAgro Sup - Institut national d'enseignement supérieur et de recherche en alimentation, santé animale, sciences agronomiques et de l'environnement (VAS)-Centre National de la Recherche Scientifique (CNRS)-Laboratoire de Biométrie et Biologie Evolutive - UMR 5558 (LBBE), Université de Lyon-Université de Lyon-Institut National de Recherche en Informatique et en Automatique (Inria)-VetAgro Sup - Institut national d'enseignement supérieur et de recherche en alimentation, santé animale, sciences agronomiques et de l'environnement (VAS)-Centre National de la Recherche Scientifique (CNRS), CRLCC Paul Strauss, Centre Régional de Lutte contre le Cancer François Baclesse [Caen] (UNICANCER/CRLC), Normandie Université (NU)-UNICANCER-Tumorothèque de Caen Basse-Normandie (TCBN), Onco-génétique, Département de médecine oncologique [Gustave Roussy], Institut Gustave Roussy (IGR)-Institut Gustave Roussy (IGR), Centre de Recherche en Cancérologie de Marseille (CRCM), Aix Marseille Université (AMU)-Institut Paoli-Calmettes, Fédération nationale des Centres de lutte contre le Cancer (FNCLCC)-Fédération nationale des Centres de lutte contre le Cancer (FNCLCC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), Hôpital Arnaud de Villeneuve [CHRU Montpellier], Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier), Service d'oncogénétique [Centre georges-François Leclerc], Centre Régional de Lutte contre le cancer Georges-François Leclerc [Dijon] (UNICANCER/CRLCC-CGFL), UNICANCER-UNICANCER, Centre Hospitalier Georges Renon [Niort] (CH Georges Renon Niort), Centre Investigations Préventives et Cliniques (IPC), CPAM, Sciences Economiques et Sociales de la Santé & Traitement de l'Information Médicale (SESSTIM - U912 INSERM - Aix Marseille Univ - IRD), Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Institut National de la Santé et de la Recherche Médicale (INSERM), Service Hématologie - IUCT-Oncopole [CHU Toulouse], Pôle Biologie [CHU Toulouse], Centre Hospitalier Universitaire de Toulouse (CHU Toulouse)-Centre Hospitalier Universitaire de Toulouse (CHU Toulouse)-Pôle IUCT [CHU Toulouse], Centre Hospitalier Universitaire de Toulouse (CHU Toulouse), Institut Claudius Regaud, Centre Catherine-de-Sienne [Nantes] (CCS), Service d'oncologie médicale [ICL Alexis Vautrin], Institut de Cancérologie de Lorraine - Alexis Vautrin [Nancy] (UNICANCER/ICL), UNICANCER, Service de génétique médicale CHU Grenoble Hôpital Couple Enfant, CHU Grenoble, CHU Dupuytren, Nouvel Hôpital Civil, Laboratoire de Diagnostic Génétique, CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), CHU Rouen, Normandie Université (NU), The GENEPSO study is supported by the Fondation de France and the Ligue Nationale Contre le Cancer., JL has been supported by Fondation de France., Lissalde, Claire, Institut Curie [Paris]-MINES ParisTech - École nationale supérieure des mines de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de la Santé et de la Recherche Médicale (INSERM), Institut Curie [Saint-Cloud], UNICANCER-Tumorothèque de Caen Basse-Normandie (TCBN)-Normandie Université (NU), Institut de Recherche pour le Développement (IRD)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Aix Marseille Université (AMU), Service d'Hématologie [IUCT Toulouse], Université Fédérale Toulouse Midi-Pyrénées-Institut Universitaire du Cancer de Toulouse - Oncopole (IUCT Oncopole - UMR 1037), Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-CHU Toulouse [Toulouse]-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-CHU Toulouse [Toulouse]-Institut National de la Santé et de la Recherche Médicale (INSERM), and Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)

Subjects
Epidemiology, Physiology, phenotype-genotype correlation, 0302 clinical medicine, Breast cancer, Risk Factors, skin and connective tissue diseases, Reproductive History, Aged, 80 and over, 0303 health sciences, education.field_of_study, BRCA1 Protein, Hazard ratio, Absolute risk reduction, Middle Aged, 3. Good health, Menopause, Oncology, risk factor, 030220 oncology & carcinogenesis, Menarche, Female, Adult, Heterozygote, medicine.medical_specialty, Adolescent, Population, interaction, Breast Neoplasms, [SDV.CAN]Life Sciences [q-bio]/Cancer, estrogen exposure, Young Adult, 03 medical and health sciences, [SDV.CAN] Life Sciences [q-bio]/Cancer, medicine, Humans, Genetic Predisposition to Disease, Risk factor, education, Aged, Proportional Hazards Models, 030304 developmental biology, BRCA2 Protein, Gynecology, business.industry, Proportional hazards model, Estrogens, medicine.disease, BRCA1, BRCA2, [SDV.SPEE] Life Sciences [q-bio]/Santé publique et épidémiologie, Mutation, [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie, business
Abstract

Background: Mutations in BRCA1/2 confer a high risk of breast cancer, but literature values of this risk vary. A genotype–phenotype correlation has been found in both genes, and the effect of reproductive factors differs according to mutation location. Therefore, we hypothesize that such a variation may exist for other factors related to estrogen exposure. Methods: We used a weighted Cox regression model to assess variation in breast cancer risk with these factors using location of mutation in homogeneous breast cancer risk region of BRCA1/2 in the GENEPSO study. Results: We found that late age at menarche reduced breast cancer risk by 31% and that among BRCA1 carriers, a long or a short menstrual cycle increased risk (by 65% and 73%, respectively). Among premenopausal women, overweight was associated with a 45% decrease in risk whereas underweight was associated with an increased risk (HR, 2.40). A natural menopause, mainly after age 50, was associated with a high breast cancer risk (HR, 2.46), and a significant interaction between menopause status and the location of mutations was found leading up to 10% variation in absolute risk according to the age at menopause. Conclusions: As observed in the general population, a late menarche, a long or a short menstrual cycle, over- or underweight, and being postmenopausal were associated with breast cancer risk in BRCA1/2 carriers. The association with the menopause was observed only when the mutation was located in the “high-risk” zones. Impact: Taking into account modifier factors, location of mutation might be important for the clinical management of BRCA1/2 mutation carriers. Cancer Epidemiol Biomarkers Prev; 24(4); 698–707. ©2015 AACR.

Published
2015
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6. Variation in breast cancer risk associated with factors related to pregnancies according to truncating mutation location, in the French National BRCA1/2 carrier cohort (GENEPSO)

Author

Michel Longy, Elisabeth Luporsi, Laurence Gladieff, Catherine Noguès, Pascaline Berthet, Alain Lortholary, Olivier Caron, Chrystelle Colas, Emmanuelle Mouret-Fourme, Marion Gauthier-Villars, Pascal Pujol, Jean-Pierre Fricker, Catherine Dugast, Julie Lecarpentier, Paul Gesta, Dominique Stoppa-Lyonnet, Valérie Bonadona, Julie Tinat, François Eisinger, Isabelle Coupier, Christine Lasset, Nadine Andrieu, Rosette Lidereau, Bruno Buecher, Laurence Faivre, Marc Frenay, Cancer et génome: Bioinformatique, biostatistiques et épidémiologie d'un système complexe, Mines Paris - PSL (École nationale supérieure des mines de Paris), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut Curie [Paris]-Institut National de la Santé et de la Recherche Médicale (INSERM), Santé Publique, Institut Curie [Paris]-Hôpital René HUGUENIN (Saint-Cloud), Service de Génétique Oncologique, Institut Curie [Paris], Equipe de prévention et épidémiologie génétique, Centre Léon Bérard [Lyon], Biostatistiques santé, Département biostatistiques et modélisation pour la santé et l'environnement [LBBE], Laboratoire de Biométrie et Biologie Evolutive - UMR 5558 (LBBE), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National de Recherche en Informatique et en Automatique (Inria)-VetAgro Sup - Institut national d'enseignement supérieur et de recherche en alimentation, santé animale, sciences agronomiques et de l'environnement (VAS)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National de Recherche en Informatique et en Automatique (Inria)-VetAgro Sup - Institut national d'enseignement supérieur et de recherche en alimentation, santé animale, sciences agronomiques et de l'environnement (VAS)-Centre National de la Recherche Scientifique (CNRS)-Laboratoire de Biométrie et Biologie Evolutive - UMR 5558 (LBBE), Université de Lyon-Université de Lyon-Institut National de Recherche en Informatique et en Automatique (Inria)-VetAgro Sup - Institut national d'enseignement supérieur et de recherche en alimentation, santé animale, sciences agronomiques et de l'environnement (VAS)-Centre National de la Recherche Scientifique (CNRS), Département de médecine oncologique, CRLCC Paul Strauss, Génétique oncologique (GO - UMR 8125), Université Paris-Sud - Paris 11 (UP11)-Institut Gustave Roussy (IGR)-Centre National de la Recherche Scientifique (CNRS), Unité de génétique et biologie des cancers (U830), Université Paris Descartes - Paris 5 (UPD5)-Institut Curie [Paris]-Institut National de la Santé et de la Recherche Médicale (INSERM), Consultation d'Oncogénétique, Centre Régional de Lutte contre le Cancer François Baclesse [Caen] (UNICANCER/CRLC), Normandie Université (NU)-UNICANCER-Tumorothèque de Caen Basse-Normandie (TCBN)-Normandie Université (NU)-UNICANCER-Tumorothèque de Caen Basse-Normandie (TCBN), Service d'oncogénétique [Centre georges-François Leclerc], Centre Régional de Lutte contre le cancer Georges-François Leclerc [Dijon] (UNICANCER/CRLCC-CGFL), UNICANCER-UNICANCER, Pôle pédiatrie, Centre Hospitalier Universitaire de Dijon - Hôpital François Mitterrand (CHU Dijon)-Hôpital d'enfants, Service de génétique médicale [Montpellier], Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier)-Hôpital Arnaud de Villeneuve, Unité d'Oncogénétique, CRLCC Val d'Aurelle - Paul Lamarque, Département d'oncologie médicale, Institut Claudius Regaud, Pôle Oncologie, Centre Hospitalier Georges Renon [Niort] (CH Georges Renon Niort), Sciences Economiques et Sociales de la Santé & Traitement de l'Information Médicale (SESSTIM - U912 INSERM - Aix Marseille Univ - IRD), Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Institut National de la Santé et de la Recherche Médicale (INSERM), Département d'Anticipation et de Suivi du Cancer (DASC), Consultation d'oncogénétique, Centre de Lutte contre le Cancer Antoine Lacassagne [Nice] (UNICANCER/CAL), UNICANCER-Université Côte d'Azur (UCA)-UNICANCER-Université Côte d'Azur (UCA), Service d'oncologie médicale [ICL Alexis Vautrin], Institut de Cancérologie de Lorraine - Alexis Vautrin [Nancy] (UNICANCER/ICL), Unité d'oncologie gynécologique, Centre Catherine-de-Sienne [Nantes] (CCS), CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), Département d'oncologie médicale [Rennes], CRLCC Eugène Marquis (CRLCC), Département de pathologie, Institut Bergonié [Bordeaux], Service de génétique [Rouen], CHU Rouen, Normandie Université (NU)-Normandie Université (NU)-Université de Rouen Normandie (UNIROUEN), Normandie Université (NU), The GENEPSO study is supported by the Fondation de France and the Ligue Nationale Contre le Cancer., GENEPSO, Cancer et génôme: Bioinformatique, biostatistiques et épidémiologie d'un système complexe, MINES ParisTech - École nationale supérieure des mines de Paris-Institut National de la Santé et de la Recherche Médicale ( INSERM ) -INSTITUT CURIE, INSTITUT CURIE-Hôpital René HUGUENIN (Saint-Cloud), INSTITUT CURIE, Laboratoire de Biométrie et Biologie Evolutive ( LBBE ), Université Claude Bernard Lyon 1 ( UCBL ), Université de Lyon-Université de Lyon-Institut National de Recherche en Informatique et en Automatique ( Inria ) -Centre National de la Recherche Scientifique ( CNRS ), Génétique oncologique ( GO - UMR 8125 ), Université Paris-Sud - Paris 11 ( UP11 ) -Institut Gustave Roussy ( IGR ) -Centre National de la Recherche Scientifique ( CNRS ), Unité de génétique et biologie des cancers ( U830 ), Université Paris Descartes - Paris 5 ( UPD5 ) -Institut Curie-Institut National de la Santé et de la Recherche Médicale ( INSERM ), Centre Régional de Lutte contre le Cancer François Baclesse ( CRLC François Baclesse ), Centre Régional de Lutte contre le cancer - Centre Georges-François Leclerc ( CRLCC - CGFL ), Centre Hospitalier Universitaire de Dijon - Hôpital François Mitterrand ( CHU Dijon ) -Hôpital d'enfants, Centre Hospitalier Régional Universitaire [Montpellier] ( CHRU Montpellier ) -Hôpital Arnaud de Villeneuve, Centre Hospitalier Georges Renon [Niort] ( CH Georges Renon Niort ), Sciences Economiques et Sociales de la Santé & Traitement de l'Information Médicale ( SESSTIM - U912 INSERM - AMU - IRD ), Institut National de la Santé et de la Recherche Médicale ( INSERM ) -Institut de Recherche pour le Développement ( IRD ) -Aix Marseille Université ( AMU ), Département d'Anticipation et de Suivi du Cancer ( DASC ), CRLCC Antoine Lacassagne, Service d'oncologie médicale, Centre Alexis Vautrin ( CAV ), Centre Catherine de Sienne, Service de génétique, cytogénétique, embryologie [Pitié-Salpétrière], Université Pierre et Marie Curie - Paris 6 ( UPMC ) -Assistance publique - Hôpitaux de Paris (AP-HP)-CHU Pitié-Salpêtrière [APHP], CRLCC Eugène Marquis ( CRLCC ), Institut Bergonié - CRLCC Bordeaux, CHU Rouen-Université de Rouen Normandie ( UNIROUEN ), Normandie Université ( NU ) -Normandie Université ( NU ), Institut Curie, Institut Curie [Paris]-MINES ParisTech - École nationale supérieure des mines de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de la Santé et de la Recherche Médicale (INSERM), Institut Curie [Paris]-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Descartes - Paris 5 (UPD5), UNICANCER-Tumorothèque de Caen Basse-Normandie (TCBN)-Normandie Université (NU)-UNICANCER-Tumorothèque de Caen Basse-Normandie (TCBN)-Normandie Université (NU), Institut de Recherche pour le Développement (IRD)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Aix Marseille Université (AMU), Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Université Pierre et Marie Curie - Paris 6 (UPMC), BMC, Ed., Service de génétique, cytogénétique, embryologie [CHU Pitié-Salpétrière], Université Pierre et Marie Curie - Paris 6 (UPMC)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-CHU Pitié-Salpêtrière [AP-HP], and Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Sorbonne Université (SU)

Subjects
Oncology, Adult, Risk, Pediatrics, medicine.medical_specialty, Heterozygote, endocrine system diseases, Genes, BRCA2, Genes, BRCA1, Breast Neoplasms, [SDV.CAN]Life Sciences [q-bio]/Cancer, [ SDV.CAN ] Life Sciences [q-bio]/Cancer, Cohort Studies, 03 medical and health sciences, Young Adult, 0302 clinical medicine, Breast cancer, [SDV.CAN] Life Sciences [q-bio]/Cancer, Surgical oncology, Pregnancy, Internal medicine, medicine, Humans, Genetic Predisposition to Disease, Young adult, Allele, skin and connective tissue diseases, 030304 developmental biology, Aged, Medicine(all), 0303 health sciences, business.industry, Middle Aged, medicine.disease, 3. Good health, Pregnancy Complications, 030220 oncology & carcinogenesis, Mutation (genetic algorithm), Cohort, Mutation, Female, business, Cohort study, Research Article
Abstract

International audience; ABSTRACT: INTRODUCTION: Mutations in BRCA1 and BRCA2 confer a high risk of breast cancer (BC), but the magnitude of this risk seems to vary according to the study and various factors. Although controversial, there are data to support the hypothesis of allelic risk heterogeneity. METHODS: We assessed variation in BC risk according to factors related to pregnancies by location of mutation in homogeneous risk region of BRCA1 and BRCA2 in 990 women of the French study GENEPSO by using a weighted Cox regression model. RESULTS: Our results confirm the existence of a protective effect of an increasing number of full-term pregnancies (FTPs) toward BC among BRCA1 and BRCA2 mutation carriers ([greater than or equal to]3 vs. 0 FTPs: HR=0.51, 95% CI=0.33-0.81). Additionally, hazard ratio (HR) show an association between incomplete pregnancies and a higher BC risk, which reached 2.39 (95% CI=1.28-4.45) among women who had at least three incomplete pregnancies when compared with women with zero incomplete pregnancies. This increased risk appeared to be restricted to incomplete pregnancies occurring before the first FTP (HR=1.77, 95% CI=1.19-2.63). We defined the TMAP score (defined as the Time of breast Mitotic Activity during Pregnancies) to take into account simultaneously the opposite effect of full-term and interrupted pregnancies. Compared with women with a TMAP score of less than 0.35, an increasing TMAP score was associated with a statistically significant increase in the risk of BC (P trend=0.02) which reached 1.97 (95% CI=1.19-3.29) for a TMAP score > 0.5 (vs. TMAP less than or equal to 0.35). All these results appeared to be similar in BRCA1 and BRCA2. Nevertheless, our results suggest a variation in BC risk associated with parity according to the location of the mutation in BRCA1. Indeed, parity seems to be associated with a significantly decreased risk of BC only among women with a mutation in the central region of BRCA1 (low-risk region) (greater than or equal to 1 vs. 0 FTP: HR=0.27, 95% CI=0.13-0.55) (pinteraction

Published
2012
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