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1. Homologous recombination DNA repair defects in PALB2-associated breast cancers

Author

Li, A. (Anqi), Geyer, F. C. (Felipe C.), Blecua, P. (Pedro), Lee, J. Y. (Ju Youn), Selenica, P. (Pier), Brown, D. N. (David N.), Pareja, F. (Fresia), Lee, S. S. (Simon S. K.), Kumar, R. (Rahul), Rivera, B. (Barbara), Bi, R. (Rui), Piscuoglio, S. (Salvatore), Wen, H. Y. (Hannah Y.), Lozada, J. R. (John R.), Gularte-Merida, R. (Rodrigo), Cavallone, L. (Luca), Rezoug, Z. (Zoulikha), Nguyen-Dumont, T. (Tu), Peterlongo, P. (Paolo), Tondini, C. (Carlo), Terkelsen, T. (Thorkild), Ronlund, K. (Karina), Boonen, S. E. (Susanne E.), Mannerma, A. (Arto), Winqvist, R. (Robert), Janatova, M. (Marketa), Rajadurai, P. (Pathmanathan), Xia, B. (Bing), Norton, L. (Larry), Robson, M. E. (Mark E.), Ng, P.-S. (Pei-Sze), Looi, L.-M. (Lai-Meng), Southey, M. C. (Melissa C.), Weigelt, B. (Britta), Soo-Hwang, T. (Teo), Tischkowitz, M. (Marc), Foulkes, W. D. (William D.), Reis-Filho, J. S. (Jorge S.), Aghmesheh, M. (Morteza), Amor, D. (David), Andrews, L. (Leslie), Antill, Y. (Yoland), Balleine, R. (Rosemary), Beesley, J. (Jonathan), Blackburn, A. (Anneke), Bogwitz, M. (Michael), Brown, M. (Melissa), Burgess, M. (Matthew), Burke, J. (Jo), Butow, P. (Phyllis), Caldon, L. (Liz), Campbell, I. (Ian), Christian, A. (Alice), Clarke, C. (Christine), Cohen, P. (Paul), Crook, A. (Ashley), Cui, J. (James), Cummings, M. (Margaret), Dawson, S.-J. (Sarah-Jane), De Fazio, A. (Anna), Delatycki, M. (Martin), Dobrovic, A. (Alex), Dudding, T. (Tracy), Duijf, P. (Pascal), Edkins, E. (Edward), Edwards, S. (Stacey), Farshid, G. (Gelareh), Fellows, A. (Andrew), Field, M. (Michael), Flanagan, J. (James), Fong, P. (Peter), Forbes, J. (John), Forrest, L. (Laura), Fox, S. (Stephen), French, J. (Juliet), Friedlander, M. (Michael), Ortega, D. G. (David Gallego), Gattas, M. (Michael), Giles, G. (Graham), Gill, G. (Grantley), Gleeson, M. (Margaret), Greening, S. (Sian), Haan, E. (Eric), Harris, M. (Marion), Hayward, N. (Nick), Hickie, I. (Ian), Hopper, J. (John), Hunt, C. (Clare), James, P. (Paul), Jenkins, M. (Mark), Kefford, R. (Rick), Kentwell, M. (Maira), Kirk, J. (Judy), Kollias, J. (James), Lakhani, S. (Sunil), Lindeman, G. (Geoff), Lipton, L. (Lara), Lobb, L. (Lizz), Lok, S. (Sheau), Macrea, F. (Finlay), Mane, G. (Graham), Marsh, D. (Deb), Mclachlan, S.-A. (Sue-Anne), Meiser, B. (Bettina), Milne, R. (Roger), Nightingale, S. (Sophie), O'Connell, S. (Shona), Pachter, N. (Nick), Patterson, B. (Briony), Phillips, K. (Kelly), Saleh, M. (Mona), Salisbury, E. (Elizabeth), Saunders, C. (Christobel), Saunus, J. (Jodi), Scott, C. (Clare), Scott, R. (Rodney), Sexton, A. (Adrienne), Shelling, A. (Andrew), Simpson, P. (Peter), Spigelman, A. (Allan), Spurdle, M. (Mandy), Stone, J. (Jennifer), Taylor, J. (Jessica), Thorne, H. (Heather), Trainer, A. (Alison), Trench, G. (Georgia), Tucker, K. (Kathy), Visvader, J. (Jane), Walker, L. (Logan), Wallis, M. (Mathew), Williams, R. (Rachael), Winship, I. (Ingrid), Wu, K. (Kathy), Young, M. A. (Mary Anne), Li, Anqi, Geyer, Felipe C, Blecua, Pedro, Lee, Ju Youn, Duijf, Pascal, Reis-Filho, Jorge S, Li, Anqi [0000-0003-1409-1858], Kumar, Rahul [0000-0002-6927-5390], Rivera, Barbara [0000-0001-9434-6288], Piscuoglio, Salvatore [0000-0003-2686-2939], Lozada, John R. [0000-0001-8953-4110], Gularte-Mérida, Rodrigo [0000-0002-4383-2523], Peterlongo, Paolo [0000-0001-6951-6855], Robson, Mark E. [0000-0002-3109-1692], Looi, Lai-Meng [0000-0001-8325-0117], Foulkes, William D. [0000-0001-7427-4651], Apollo - University of Cambridge Repository, Lozada, John R [0000-0001-8953-4110], Robson, Mark E [0000-0002-3109-1692], and Foulkes, William D [0000-0001-7427-4651]

Subjects
0301 basic medicine, IMPACT, DNA repair, PALB2, gene frequency, lcsh:RC254-282, RECOMMENDATIONS, Germline, Article, Loss of heterozygosity, 03 medical and health sciences, 0302 clinical medicine, Germline mutation, breast cancer, Breast cancer, 631/67/68, MUTATIONAL PROCESSES, Cancer genomics, Medicine, Pharmacology (medical), Radiology, Nuclear Medicine and imaging, Allele, AMERICAN SOCIETY, Cancer genetics, Genetics, Science & Technology, Massive parallel sequencing, LANDSCAPE, business.industry, 631/67/1347, lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens, 692/699/67/69, BRCA2, GENE, 3. Good health, 030104 developmental biology, Oncology, gene inactivation, 030220 oncology & carcinogenesis, kConFab Investigators, Homologous recombination, business, Life Sciences & Biomedicine, CLINICAL ONCOLOGY/COLLEGE
Abstract

Mono-allelic germline pathogenic variants in the Partner And Localizer of BRCA2 (PALB2) gene predispose to a high-risk of breast cancer development, consistent with the role of PALB2 in homologous recombination (HR) DNA repair. Here, we sought to define the repertoire of somatic genetic alterations in PALB2-associated breast cancers (BCs), and whether PALB2-associated BCs display bi-allelic inactivation of PALB2 and/or genomic features of HR-deficiency (HRD). Twenty-four breast cancer patients with pathogenic PALB2 germline mutations were analyzed by whole-exome sequencing (WES, n = 16) or targeted capture massively parallel sequencing (410 cancer genes, n = 8). Somatic genetic alterations, loss of heterozygosity (LOH) of the PALB2 wild-type allele, large-scale state transitions (LSTs) and mutational signatures were defined. PALB2-associated BCs were found to be heterogeneous at the genetic level, with PIK3CA (29%), PALB2 (21%), TP53 (21%), and NOTCH3 (17%) being the genes most frequently affected by somatic mutations. Bi-allelic PALB2 inactivation was found in 16 of the 24 cases (67%), either through LOH (n = 11) or second somatic mutations (n = 5) of the wild-type allele. High LST scores were found in all 12 PALB2-associated BCs with bi-allelic PALB2 inactivation sequenced by WES, of which eight displayed the HRD-related mutational signature 3. In addition, bi-allelic inactivation of PALB2 was significantly associated with high LST scores. Our findings suggest that the identification of bi-allelic PALB2 inactivation in PALB2-associated BCs is required for the personalization of HR-directed therapies, such as platinum salts and/or PARP inhibitors, as the vast majority of PALB2-associated BCs without PALB2 bi-allelic inactivation lack genomic features of HRD.

Published
2019

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

Author

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

Abstract

Stratification of women according to their risk of breast cancer based on polygenic risk scores (PRSs) could improve screening and prevention strategies. Our aim was to develop PRSs, optimized for prediction of estrogen receptor (ER)-specific disease, from the largest available genome-wide association dataset and to empirically validate the PRSs in prospective studies. The development dataset comprised 94,075 case subjects and 75,017 control subjects of European ancestry from 69 studies, divided into training and validation sets. Samples were genotyped using genome-wide arrays, and single-nucleotide polymorphisms (SNPs) were selected by stepwise regression or lasso penalized regression. The best performing PRSs were validated in an independent test set comprising 11,428 case subjects and 18,323 control subjects from 10 prospective studies and 190,040 women from UK Biobank (3,215 incident breast cancers). For the best PRSs (313 SNPs), the odds ratio for overall disease per 1 standard deviation in ten prospective studies was 1.61 (95%CI: 1.57–1.65) with area under receiver-operator curve (AUC) = 0.630 (95%CI: 0.628–0.651). The lifetime risk of overall breast cancer in the top centile of the PRSs was 32.6%. Compared with women in the middle quintile, those in the highest 1% of risk had 4.37- and 2.78-fold risks, and those in the lowest 1% of risk had 0.16- and 0.27-fold risks, of developing ER-positive and ER-negative disease, respectively. Goodness-of-fit tests indicated that this PRS was well calibrated and predicts disease risk accurately in the tails of the distribution. This PRS is a powerful and reliable predictor of breast cancer risk that may improve breast cancer prevention programs.

Published
2019

3. PALB2, CHEK2 and ATM rare variants and cancer risk:data from COGS

Author

Southey, M. C. (Melissa C.), Goldgar, D. E. (David E.), Winqvist, R. (Robert), Pylkäs, K. (Katri), Couch, F. (Fergus), Tischkowitz, M. (Marc), Foulkes, W. D. (William D.), Dennis, J. (Joe), Michailidou, K. (Kyriaki), van Rensburg, E. J. (Elizabeth J.), Heikkinen, T. (Tuomas), Nevanlinna, H. (Heli), Hopper, J. L. (John L.), Doerk, T. (Thilo), Claes, K. B. (Kathleen B. M.), Reis-Filho, J. (Jorge), Teo, Z. L. (Zhi Ling), Radice, P. (Paolo), Catucci, I. (Irene), Peterlongo, P. (Paolo), Tsimiklis, H. (Helen), Odefrey, F. A. (Fabrice A.), Dowty, J. G. (James G.), Schmidt, M. K. (Marjanka K.), Broeks, A. (Annegien), Hogervorst, F. B. (Frans B.), Verhoef, S. (Senno), Carpenter, J. (Jane), Clarke, C. (Christine), Scott, R. J. (Rodney J.), Fasching, P. A. (Peter A.), Haeberle, L. (Lothar), Ekici, A. B. (Arif B.), Beckmann, M. W. (Matthias W.), Peto, J. (Julian), dos-Santos-Silva, I. (Isabel), Fletcher, O. (Olivia), Johnson, N. (Nichola), Bolla, M. K. (Manjeet K.), Sawyer, E. J. (Elinor J.), Tomlinson, I. (Ian), Kerin, M. J. (Michael J.), Miller, N. (Nicola), Marme, F. (Federik), Burwinkel, B. (Barbara), Yang, R. (Rongxi), Guenel, P. (Pascal), Menegaux, F. (Florence), Sanchez, M. (Marie), Bojesen, S. (Stig), Nielsen, S. F. (Sune F.), Flyger, H. (Henrik), Benitez, J. (Javier), Pilar Zamora, M. (M.), Arias Perez, J. I. (Jose Ignacio), Menendez, P. (Primitiva), Anton-Culver, H. (Hoda), Neuhausen, S. (Susan), Ziogas, A. (Argyrios), Clarke, C. A. (Christina A.), Brenner, H. (Hermann), Arndt, V. (Volker), Stegmaier, C. (Christa), Brauch, H. (Hiltrud), Bruening, T. (Thomas), Ko, Y.-D. (Yon-Dschun), Muranen, T. A. (Taru A.), Aittomaki, K. (Kristiina), Blomqvist, C. (Carl), Bogdanova, N. V. (Natalia V.), Antonenkova, N. N. (Natalia N.), Lindblom, A. (Annika), Margolin, S. (Sara), Mannermaa, A. (Arto), Kataja, V. (Vesa), Kosma, V.-M. (Veli-Matti), Hartikainen, J. M. (Jaana M.), Spurdle, A. B. (Amanda B.), Wauters, E. (Els), Smeets, D. (Dominiek), Beuselinck, B. (Benoit), Floris, G. (Giuseppe), Chang-Claude, J. (Jenny), Rudolph, A. (Anja), Seibold, P. (Petra), Flesch-Janys, D. (Dieter), Olson, J. E. (Janet E.), Vachon, C. (Celine), Pankratz, V. S. (Vernon S.), McLean, C. (Catriona), Haiman, C. A. (Christopher A.), Henderson, B. E. (Brian E.), Schumacher, F. (Fredrick), Le Marchand, L. (Loic), Kristensen, V. (Vessela), Alnaes, G. G. (Grethe Grenaker), Zheng, W. (Wei), Hunter, D. J. (David J.), Lindstrom, S. (Sara), Hankinson, S. E. (Susan E.), Kraft, P. (Peter), Andrulis, I. (Irene), Knight, J. A. (Julia A.), Glendon, G. (Gord), Mulligan, A. M. (Anna Marie), Jukkola-Vuorinen, A. (Arja), Grip, M. (Mervi), Kauppila, S. (Saila), Devilee, P. (Peter), Tollenaar, R. A. (Robert A. E. M.), Seynaeve, C. (Caroline), Hollestelle, A. (Antoinette), Garcia-Closas, M. (Montserrat), Figueroa, J. (Jonine), Chanock, S. J. (Stephen J.), Lissowska, J. (Jolanta), Czene, K. (Kamila), Darabi, H. (Hatef), Eriksson, M. (Mikael), Eccles, D. M. (Diana M.), Rafiq, S. (Sajjad), Tapper, W. J. (William J.), Gerty, S. M. (Sue M.), Hooning, M. J. (Maartje J.), Martens, J. W. (John W. M.), Collee, J. M. (J. Margriet), Tilanus-Linthorst, M. (Madeleine), Hall, P. (Per), Li, J. (Jingmei), Brand, J. S. (Judith S.), Humphreys, K. (Keith), Cox, A. (Angela), Reed, M. W. (Malcolm W. R.), Luccarini, C. (Craig), Baynes, C. (Caroline), Dunning, A. M. (Alison M.), Hamann, U. (Ute), Torres, D. (Diana), Ulmer, H. U. (Hans Ulrich), Ruediger, T. (Thomas), Jakubowska, A. (Anna), Lubinski, J. (Jan), Jaworska, K. (Katarzyna), Durda, K. (Katarzyna), Slager, S. (Susan), Toland, A. E. (Amanda E.), Ambrosone, C. B. (Christine B.), Yannoukakos, D. (Drakoulis), Swerdlow, A. (Anthony), Ashworth, A. (Alan), Orr, N. (Nick), Jones, M. (Michael), Gonzalez-Neira, A. (Anna), Pita, G. (Guillermo), Rosario Alonso, M. (M.), Alvarez, N. (Nuria), Herrero, D. (Daniel), Tessier, D. C. (Daniel C.), Vincent, D. (Daniel), Bacot, F. (Francois), Simard, J. (Jacques), Dumont, M. (Martine), Soucy, P. (Penny), Eeles, R. (Rosalind), Muir, K. (Kenneth), Wiklund, F. (Fredrik), Gronberg, H. (Henrik), Schleutker, J. (Johanna), Nordestgaard, B. G. (Borge G.), Weischer, M. (Maren), Travis, R. C. (Ruth C.), Neal, D. (David), Donovan, J. L. (Jenny L.), Hamdy, F. C. (Freddie C.), Khaw, K.-T. (Kay-Tee), Stanford, J. L. (Janet L.), Blot, W. J. (William J.), Thibodeau, S. (Stephen), Schaid, D. J. (Daniel J.), Kelley, J. L. (Joseph L.), Maier, C. (Christiane), Kibel, A. S. (Adam S.), Cybulski, C. (Cezary), Cannon-Albright, L. (Lisa), Butterbach, K. (Katja), Park, J. (Jong), Kaneva, R. (Radka), Batra, J. (Jyotsna), Teixeira, M. R. (Manuel R.), Kote-Jarai, Z. (Zsofia), Al Olama, A. A. (Ali Amin), Benlloch, S. (Sara), Renner, S. P. (Stefan P.), Hartmann, A. (Arndt), Hein, A. (Alexander), Ruebner, M. (Matthias), Lambrechts, D. (Diether), Van Nieuwenhuysen, E. (Els), Vergote, I. (Ignace), Lambretchs, S. (Sandrina), Doherty, J. A. (Jennifer A.), Rossing, M. A. (Mary Anne), Nickels, S. (Stefan), Eilber, U. (Ursula), Wang-Gohrke, S. (Shan), Odunsi, K. (Kunle), Sucheston-Campbell, L. E. (Lara E.), Friel, G. (Grace), Lurie, G. (Galina), Killeen, J. L. (Jeffrey L.), Wilkens, L. R. (Lynne R.), Goodman, M. T. (Marc T.), Runnebaum, I. (Ingo), Hillemanns, P. A. (Peter A.), Pelttari, L. M. (Liisa M.), Butzow, R. (Ralf), Modugno, F. (Francesmary), Edwards, R. P. (Robert P.), Ness, R. B. (Roberta B.), Moysich, K. B. (Kirsten B.), du Bois, A. (Andreas), Heitz, F. (Florian), Harter, P. (Philipp), Kommoss, S. (Stefan), Karlan, B. Y. (Beth Y.), Walsh, C. (Christine), Lester, J. (Jenny), Jensen, A. (Allan), Kjaer, S. K. (Susanne Kruger), Hogdall, E. (Estrid), Peissel, B. (Bernard), Bonanni, B. (Bernardo), Bernard, L. (Loris), Goode, E. L. (Ellen L.), Fridley, B. L. (Brooke L.), Vierkant, R. A. (Robert A.), Cunningham, J. M. (Julie M.), Larson, M. C. (Melissa C.), Fogarty, Z. C. (Zachary C.), Kalli, K. R. (Kimberly R.), Liang, D. (Dong), Lu, K. H. (Karen H.), Hildebrandt, M. A. (Michelle A. T.), Wu, X. (Xifeng), Levine, D. A. (Douglas A.), Dao, F. (Fanny), Bisogna, M. (Maria), Berchuck, A. (Andrew), Iversen, E. S. (Edwin S.), Marks, J. R. (Jeffrey R.), Akushevich, L. (Lucy), Cramer, D. W. (Daniel W.), Schildkraut, J. (Joellen), Terry, K. L. (Kathryn L.), Poole, E. M. (Elizabeth M.), Stampfer, M. (Meir), Tworoger, S. S. (Shelley S.), Bandera, E. V. (Elisa V.), Orlow, I. (Irene), Olson, S. H. (Sara H.), Bjorge, L. (Line), Salvesen, H. B. (Helga B.), van Altena, A. M. (Anne M.), Aben, K. K. (Katja K. H.), Kiemeney, L. A. (Lambertus A.), Massuger, L. F. (Leon F. A. G.), Pejovic, T. (Tanja), Bean, Y. (Yukie), Brooks-Wilson, A. (Angela), Kelemen, L. E. (Linda E.), Cook, L. S. (Linda S.), Le, N. D. (Nhu D.), Grski, B. (Bohdan), Gronwald, J. (Jacek), Menkiszak, J. (Janusz), Hogdall, C. K. (Claus K.), Lundvall, L. (Lene), Nedergaard, L. (Lotte), Engelholm, S. A. (Svend Aage), Dicks, E. (Ed), Tyrer, J. (Jonathan), Campbell, I. (Ian), McNeish, I. (Iain), Paul, J. (James), Siddiqui, N. (Nadeem), Glasspool, R. (Rosalind), Whittemore, A. S. (Alice S.), Rothstein, J. H. (Joseph H.), McGuire, V. (Valerie), Sieh, W. (Weiva), Cai, H. (Hui), Shu, X.-O. (Xiao-Ou), Teten, R. T. (Rachel T.), Sutphen, R. (Rebecca), McLaughlin, J. R. (John R.), Narod, S. A. (Steven A.), Phelan, C. M. (Catherine M.), Monteiro, A. N. (Alvaro N.), Fenstermacher, D. (David), Lin, H.-Y. (Hui-Yi), Permuth, J. B. (Jennifer B.), Sellers, T. A. (Thomas A.), Chen, Y. A. (Y. Ann), Tsai, Y.-Y. (Ya-Yu), Chen, Z. (Zhihua), Gentry-Maharaj, A. (Aleksandra), Gayther, S. A. (Simon A.), Ramus, S. J. (Susan J.), Menon, U. (Usha), Wu, A. H. (Anna H.), Pearce, C. L. (Celeste L.), Van den Berg, D. (David), Pike, M. C. (Malcolm C.), Dansonka-Mieszkowska, A. (Agnieszka), Plisiecka-Halasa, J. (Joanna), Moes-Sosnowska, J. (Joanna), Kupryjanczyk, J. (Jolanta), Pharoah, P. D. (Paul D. P.), Song, H. (Honglin), Winship, I. (Ingrid), Chenevix-Trench, G. (Georgia), Giles, G. G. (Graham G.), Tavtigian, S. V. (Sean V.), Easton, D. F. (Doug F.), and Milne, R. L. (Roger L.)

Subjects
skin and connective tissue diseases
Abstract

Background: The rarity of mutations in PALB2, CHEK2 and ATM make it difficult to estimate precisely associated cancer risks. Population-based family studies have provided evidence that at least some of these mutations are associated with breast cancer risk as high as those associated with rare BRCA2 mutations. We aimed to estimate the relative risks associated with specific rare variants in PALB2, CHEK2 and ATM via a multicentre case-control study. Methods: We genotyped 10 rare mutations using the custom iCOGS array: PALB2 c.1592delT, c.2816T>G and c.3113G>A, CHEK2 c.349A>G, c.538C>T, c.715G>A, c.1036C>T, c.1312G>T, and c.1343T>G and ATM c.7271T>G. We assessed associations with breast cancer risk (42 671 cases and 42 164 controls), as well as prostate (22 301 cases and 22 320 controls) and ovarian (14 542 cases and 23 491 controls) cancer risk, for each variant. Results: For European women, strong evidence of association with breast cancer risk was observed for PALB2 c.1592delT OR 3.44 (95% CI 1.39 to 8.52, p = 7.1 × 10⁻⁵), PALB2 c.3113G>A OR 4.21 (95% CI 1.84 to 9.60, p = 6.9 × 10⁻⁸) and ATM c.7271T>G OR 11.0 (95% CI 1.42 to 85.7, p = 0.0012). We also found evidence of association with breast cancer risk for three variants in CHEK2, c.349A>G OR 2.26 (95% CI 1.29 to 3.95), c.1036C>T OR 5.06 (95% CI 1.09 to 23.5) and c.538C>T OR 1.33 (95% CI 1.05 to 1.67) (p ≤ 0.017). Evidence for prostate cancer risk was observed for CHEK2 c.1343T>G OR 3.03 (95% CI 1.53 to 6.03, p = 0.0006) for African men and CHEK2 c.1312G>T OR 2.21 (95% CI 1.06 to 4.63, p = 0.030) for European men. No evidence of association with ovarian cancer was found for any of these variants. Conclusions: This report adds to accumulating evidence that at least some variants in these genes are associated with an increased risk of breast cancer that is clinically important.

Published
2016

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