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1. A transcriptome-wide association study of 229,000 women identifies new candidate susceptibility genes for breast cancer

Author

Wu, Lang, Shi, Wei, Long, Jirong, Guo, Xingyi, Michailidou, Kyriaki, Beesley, Jonathan, Bolla, Manjeet K, Shu, Xiao-Ou, Lu, Yingchang, Cai, Qiuyin, Al-Ejeh, Fares, Rozali, Esdy, Wang, Qin, Dennis, Joe, Li, Bingshan, Zeng, Chenjie, Feng, Helian, Gusev, Alexander, Barfield, Richard T, Andrulis, Irene L, Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J, Auer, Paul L, Barrdahl, Myrto, Baynes, Caroline, Beckmann, Matthias W, Benitez, Javier, Bermisheva, Marina, Blomqvist, Carl, Bogdanova, Natalia V, Bojesen, Stig E, Brauch, Hiltrud, Brenner, Hermann, Brinton, Louise, Broberg, Per, Brucker, Sara Y, Burwinkel, Barbara, Caldés, Trinidad, Canzian, Federico, Carter, Brian D, Castelao, J Esteban, Chang-Claude, Jenny, Chen, Xiaoqing, Cheng, Ting-Yuan David, Christiansen, Hans, Clarke, Christine L, NBCS Collaborators, Collée, Margriet, Cornelissen, Sten, Couch, Fergus J, Cox, David, Cox, Angela, Cross, Simon S, Cunningham, Julie M, Czene, Kamila, Daly, Mary B, Devilee, Peter, Doheny, Kimberly F, Dörk, Thilo, dos-Santos-Silva, Isabel, Dumont, Martine, Dwek, Miriam, Eccles, Diana M, Eilber, Ursula, Eliassen, A Heather, Engel, Christoph, Eriksson, Mikael, Fachal, Laura, Fasching, Peter A, Figueroa, Jonine, Flesch-Janys, Dieter, Fletcher, Olivia, Flyger, Henrik, Fritschi, Lin, Gabrielson, Marike, Gago-Dominguez, Manuela, Gapstur, Susan M, García-Closas, Montserrat, Gaudet, Mia M, Ghoussaini, Maya, Giles, Graham G, Goldberg, Mark S, Goldgar, David E, González-Neira, Anna, Guénel, Pascal, Hahnen, Eric, Haiman, Christopher A, Håkansson, Niclas, Hall, Per, Hallberg, Emily, Hamann, Ute, Harrington, Patricia, Hein, Alexander, Hicks, Belynda, Hillemanns, Peter, Hollestelle, Antoinette, Hoover, Robert N, Hopper, John L, and Huang, Guanmengqian

Subjects
Biological Sciences, Genetics, Cancer, Breast Cancer, Biotechnology, Human Genome, Cancer Genomics, Prevention, Women's Health, 2.1 Biological and endogenous factors, Generic health relevance, Breast Neoplasms, Case-Control Studies, Female, Gene Expression, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Polymorphism, Single Nucleotide, Risk, Transcriptome, NBCS Collaborators, kConFab/AOCS Investigators, Medical and Health Sciences, Developmental Biology, Agricultural biotechnology, Bioinformatics and computational biology
Abstract

The breast cancer risk variants identified in genome-wide association studies explain only a small fraction of the familial relative risk, and the genes responsible for these associations remain largely unknown. To identify novel risk loci and likely causal genes, we performed a transcriptome-wide association study evaluating associations of genetically predicted gene expression with breast cancer risk in 122,977 cases and 105,974 controls of European ancestry. We used data from the Genotype-Tissue Expression Project to establish genetic models to predict gene expression in breast tissue and evaluated model performance using data from The Cancer Genome Atlas. Of the 8,597 genes evaluated, significant associations were identified for 48 at a Bonferroni-corrected threshold of P

Published
2018

2. Association analysis identifies 65 new breast cancer risk loci

Author

Michailidou, Kyriaki, Lindström, Sara, Dennis, Joe, Beesley, Jonathan, Hui, Shirley, Kar, Siddhartha, Lemaçon, Audrey, Soucy, Penny, Glubb, Dylan, Rostamianfar, Asha, Bolla, Manjeet K, Wang, Qin, Tyrer, Jonathan, Dicks, Ed, Lee, Andrew, Wang, Zhaoming, Allen, Jamie, Keeman, Renske, Eilber, Ursula, French, Juliet D, Qing Chen, Xiao, Fachal, Laura, McCue, Karen, McCart Reed, Amy E, Ghoussaini, Maya, Carroll, Jason S, Jiang, Xia, Finucane, Hilary, Adams, Marcia, Adank, Muriel A, Ahsan, Habibul, Aittomäki, Kristiina, Anton-Culver, Hoda, Antonenkova, Natalia N, Arndt, Volker, Aronson, Kristan J, Arun, Banu, Auer, Paul L, Bacot, François, Barrdahl, Myrto, Baynes, Caroline, Beckmann, Matthias W, Behrens, Sabine, Benitez, Javier, Bermisheva, Marina, Bernstein, Leslie, Blomqvist, Carl, Bogdanova, Natalia V, Bojesen, Stig E, Bonanni, Bernardo, Børresen-Dale, Anne-Lise, Brand, Judith S, Brauch, Hiltrud, Brennan, Paul, Brenner, Hermann, Brinton, Louise, Broberg, Per, Brock, Ian W, Broeks, Annegien, Brooks-Wilson, Angela, Brucker, Sara Y, Brüning, Thomas, Burwinkel, Barbara, Butterbach, Katja, Cai, Qiuyin, Cai, Hui, Caldés, Trinidad, Canzian, Federico, Carracedo, Angel, Carter, Brian D, Castelao, Jose E, Chan, Tsun L, David Cheng, Ting-Yuan, Seng Chia, Kee, Choi, Ji-Yeob, Christiansen, Hans, Clarke, Christine L, Collée, Margriet, Conroy, Don M, Cordina-Duverger, Emilie, Cornelissen, Sten, Cox, David G, Cox, Angela, Cross, Simon S, Cunningham, Julie M, Czene, Kamila, Daly, Mary B, Devilee, Peter, Doheny, Kimberly F, Dörk, Thilo, dos-Santos-Silva, Isabel, Dumont, Martine, Durcan, Lorraine, Dwek, Miriam, Eccles, Diana M, Ekici, Arif B, Eliassen, A Heather, Ellberg, Carolina, Elvira, Mingajeva, and Engel, Christoph

Subjects
Cancer, Asia, Asian People, Binding Sites, Breast Neoplasms, Computer Simulation, Europe, Female, Genetic Loci, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Multifactorial Inheritance, Polymorphism, Single Nucleotide, Regulatory Sequences, Nucleic Acid, Risk Assessment, Transcription Factors, White People, NBCS Collaborators, ABCTB Investigators, ConFab/AOCS Investigators, General Science & Technology
Abstract

Breast cancer risk is influenced by rare coding variants in susceptibility genes, such as BRCA1, and many common, mostly non-coding variants. However, much of the genetic contribution to breast cancer risk remains unknown. Here we report the results of a genome-wide association study of breast cancer in 122,977 cases and 105,974 controls of European ancestry and 14,068 cases and 13,104 controls of East Asian ancestry. We identified 65 new loci that are associated with overall breast cancer risk at P

Published
2017

3. RAD51B in Familial Breast Cancer.

Author

Pelttari, Liisa M, Khan, Sofia, Vuorela, Mikko, Kiiski, Johanna I, Vilske, Sara, Nevanlinna, Viivi, Ranta, Salla, Schleutker, Johanna, Winqvist, Robert, Kallioniemi, Anne, Dörk, Thilo, Bogdanova, Natalia V, Figueroa, Jonine, Pharoah, Paul DP, Schmidt, Marjanka K, Dunning, Alison M, García-Closas, Montserrat, Bolla, Manjeet K, Dennis, Joe, Michailidou, Kyriaki, Wang, Qin, Hopper, John L, Southey, Melissa C, Rosenberg, Efraim H, Fasching, Peter A, Beckmann, Matthias W, Peto, Julian, Dos-Santos-Silva, Isabel, Sawyer, Elinor J, Tomlinson, Ian, Burwinkel, Barbara, Surowy, Harald, Guénel, Pascal, Truong, Thérèse, Bojesen, Stig E, Nordestgaard, Børge G, Benitez, Javier, González-Neira, Anna, Neuhausen, Susan L, Anton-Culver, Hoda, Brenner, Hermann, Arndt, Volker, Meindl, Alfons, Schmutzler, Rita K, Brauch, Hiltrud, Brüning, Thomas, Lindblom, Annika, Margolin, Sara, Mannermaa, Arto, Hartikainen, Jaana M, Chenevix-Trench, Georgia, kConFab/AOCS Investigators, Van Dyck, Laurien, Janssen, Hilde, Chang-Claude, Jenny, Rudolph, Anja, Radice, Paolo, Peterlongo, Paolo, Hallberg, Emily, Olson, Janet E, Giles, Graham G, Milne, Roger L, Haiman, Christopher A, Schumacher, Fredrick, Simard, Jacques, Dumont, Martine, Kristensen, Vessela, Borresen-Dale, Anne-Lise, Zheng, Wei, Beeghly-Fadiel, Alicia, Grip, Mervi, Andrulis, Irene L, Glendon, Gord, Devilee, Peter, Seynaeve, Caroline, Hooning, Maartje J, Collée, Margriet, Cox, Angela, Cross, Simon S, Shah, Mitul, Luben, Robert N, Hamann, Ute, Torres, Diana, Jakubowska, Anna, Lubinski, Jan, Couch, Fergus J, Yannoukakos, Drakoulis, Orr, Nick, Swerdlow, Anthony, Darabi, Hatef, Li, Jingmei, Czene, Kamila, Hall, Per, Easton, Douglas F, Mattson, Johanna, Blomqvist, Carl, Aittomäki, Kristiina, and Nevanlinna, Heli

Subjects
kConFab/AOCS Investigators, Humans, Breast Neoplasms, Genetic Predisposition to Disease, DNA-Binding Proteins, Haplotypes, Heterozygote, Mutation, Missense, Polymorphism, Single Nucleotide, Middle Aged, Finland, Female, Male, Genotyping Techniques, General Science & Technology
Abstract

Common variation on 14q24.1, close to RAD51B, has been associated with breast cancer: rs999737 and rs2588809 with the risk of female breast cancer and rs1314913 with the risk of male breast cancer. The aim of this study was to investigate the role of RAD51B variants in breast cancer predisposition, particularly in the context of familial breast cancer in Finland. We sequenced the coding region of RAD51B in 168 Finnish breast cancer patients from the Helsinki region for identification of possible recurrent founder mutations. In addition, we studied the known rs999737, rs2588809, and rs1314913 SNPs and RAD51B haplotypes in 44,791 breast cancer cases and 43,583 controls from 40 studies participating in the Breast Cancer Association Consortium (BCAC) that were genotyped on a custom chip (iCOGS). We identified one putatively pathogenic missense mutation c.541C>T among the Finnish cancer patients and subsequently genotyped the mutation in additional breast cancer cases (n = 5259) and population controls (n = 3586) from Finland and Belarus. No significant association with breast cancer risk was seen in the meta-analysis of the Finnish datasets or in the large BCAC dataset. The association with previously identified risk variants rs999737, rs2588809, and rs1314913 was replicated among all breast cancer cases and also among familial cases in the BCAC dataset. The most significant association was observed for the haplotype carrying the risk-alleles of all the three SNPs both among all cases (odds ratio (OR): 1.15, 95% confidence interval (CI): 1.11-1.19, P = 8.88 x 10-16) and among familial cases (OR: 1.24, 95% CI: 1.16-1.32, P = 6.19 x 10-11), compared to the haplotype with the respective protective alleles. Our results suggest that loss-of-function mutations in RAD51B are rare, but common variation at the RAD51B region is significantly associated with familial breast cancer risk.

Published
2016

4. RAD51B in Familial Breast Cancer

Author

Pelttari, Liisa M, Khan, Sofia, Vuorela, Mikko, Kiiski, Johanna I, Vilske, Sara, Nevanlinna, Viivi, Ranta, Salla, Schleutker, Johanna, Winqvist, Robert, Kallioniemi, Anne, Dörk, Thilo, Bogdanova, Natalia V, Figueroa, Jonine, Pharoah, Paul DP, Schmidt, Marjanka K, Dunning, Alison M, García-Closas, Montserrat, Bolla, Manjeet K, Dennis, Joe, Michailidou, Kyriaki, Wang, Qin, Hopper, John L, Southey, Melissa C, Rosenberg, Efraim H, Fasching, Peter A, Beckmann, Matthias W, Peto, Julian, Dos-Santos-Silva, Isabel, Sawyer, Elinor J, Tomlinson, Ian, Burwinkel, Barbara, Surowy, Harald, Guénel, Pascal, Truong, Thérèse, Bojesen, Stig E, Nordestgaard, Børge G, Benitez, Javier, González-Neira, Anna, Neuhausen, Susan L, Anton-Culver, Hoda, Brenner, Hermann, Arndt, Volker, Meindl, Alfons, Schmutzler, Rita K, Brauch, Hiltrud, Brüning, Thomas, Lindblom, Annika, Margolin, Sara, Mannermaa, Arto, Hartikainen, Jaana M, Chenevix-Trench, Georgia, KConFab/AOCS Investigators, Van Dyck, Laurien, Janssen, Hilde, Chang-Claude, Jenny, Rudolph, Anja, Radice, Paolo, Peterlongo, Paolo, Hallberg, Emily, Olson, Janet E, Giles, Graham G, Milne, Roger L, Haiman, Christopher A, Schumacher, Fredrick, Simard, Jacques, Dumont, Martine, Kristensen, Vessela, Borresen-Dale, Anne-Lise, Zheng, Wei, Beeghly-Fadiel, Alicia, Grip, Mervi, Andrulis, Irene L, Glendon, Gord, Devilee, Peter, Seynaeve, Caroline, Hooning, Maartje J, Collée, Margriet, Cox, Angela, Cross, Simon S, Shah, Mitul, Luben, Robert N, Hamann, Ute, Torres, Diana, Jakubowska, Anna, Lubinski, Jan, Couch, Fergus J, Yannoukakos, Drakoulis, Orr, Nick, Swerdlow, Anthony, Darabi, Hatef, Li, Jingmei, Czene, Kamila, Hall, Per, Easton, Douglas F, Mattson, Johanna, Blomqvist, Carl, Aittomäki, Kristiina, and Nevanlinna, Heli

Subjects
Male, Heterozygote, Genotyping Techniques, Mutation, Missense, Breast Neoplasms, Middle Aged, Polymorphism, Single Nucleotide, 3. Good health, DNA-Binding Proteins, Haplotypes, Humans, Female, Genetic Predisposition to Disease, Finland
Abstract

Common variation on 14q24.1, close to RAD51B, has been associated with breast cancer: rs999737 and rs2588809 with the risk of female breast cancer and rs1314913 with the risk of male breast cancer. The aim of this study was to investigate the role of RAD51B variants in breast cancer predisposition, particularly in the context of familial breast cancer in Finland. We sequenced the coding region of RAD51B in 168 Finnish breast cancer patients from the Helsinki region for identification of possible recurrent founder mutations. In addition, we studied the known rs999737, rs2588809, and rs1314913 SNPs and RAD51B haplotypes in 44,791 breast cancer cases and 43,583 controls from 40 studies participating in the Breast Cancer Association Consortium (BCAC) that were genotyped on a custom chip (iCOGS). We identified one putatively pathogenic missense mutation c.541C>T among the Finnish cancer patients and subsequently genotyped the mutation in additional breast cancer cases (n = 5259) and population controls (n = 3586) from Finland and Belarus. No significant association with breast cancer risk was seen in the meta-analysis of the Finnish datasets or in the large BCAC dataset. The association with previously identified risk variants rs999737, rs2588809, and rs1314913 was replicated among all breast cancer cases and also among familial cases in the BCAC dataset. The most significant association was observed for the haplotype carrying the risk-alleles of all the three SNPs both among all cases (odds ratio (OR): 1.15, 95% confidence interval (CI): 1.11-1.19, P = 8.88 x 10-16) and among familial cases (OR: 1.24, 95% CI: 1.16-1.32, P = 6.19 x 10-11), compared to the haplotype with the respective protective alleles. Our results suggest that loss-of-function mutations in RAD51B are rare, but common variation at the RAD51B region is significantly associated with familial breast cancer risk.

5. A transcriptome-wide association study of 229,000 women identifies new candidate susceptibility genes for breast cancer

Author

Wu, Lang, Shi, Wei, Long, Jirong, Guo, Xingyi, Michailidou, Kyriaki, Beesley, Jonathan, Bolla, Manjeet K, Shu, Xiao-Ou, Lu, Yingchang, Cai, Qiuyin, Al-Ejeh, Fares, Rozali, Esdy, Wang, Qin, Dennis, Joe, Li, Bingshan, Zeng, Chenjie, Feng, Helian, Gusev, Alexander, Barfield, Richard T, Andrulis, Irene L, Anton-Culver, Hoda, Arndt, Volker, Aronson, Kristan J, Auer, Paul L, Barrdahl, Myrto, Baynes, Caroline, Beckmann, Matthias W, Benitez, Javier, Bermisheva, Marina, Blomqvist, Carl, Bogdanova, Natalia V, Bojesen, Stig E, Brauch, Hiltrud, Brenner, Hermann, Brinton, Louise, Broberg, Per, Brucker, Sara Y, Burwinkel, Barbara, Caldés, Trinidad, Canzian, Federico, Carter, Brian D, Castelao, J Esteban, Chang-Claude, Jenny, Chen, Xiaoqing, Cheng, Ting-Yuan David, Christiansen, Hans, Clarke, Christine L, NBCS Collaborators, Collée, Margriet, Cornelissen, Sten, Couch, Fergus J, Cox, David, Cox, Angela, Cross, Simon S, Cunningham, Julie M, Czene, Kamila, Daly, Mary B, Devilee, Peter, Doheny, Kimberly F, Dörk, Thilo, Dos-Santos-Silva, Isabel, Dumont, Martine, Dwek, Miriam, Eccles, Diana M, Eilber, Ursula, Eliassen, A Heather, Engel, Christoph, Eriksson, Mikael, Fachal, Laura, Fasching, Peter A, Figueroa, Jonine, Flesch-Janys, Dieter, Fletcher, Olivia, Flyger, Henrik, Fritschi, Lin, Gabrielson, Marike, Gago-Dominguez, Manuela, Gapstur, Susan M, García-Closas, Montserrat, Gaudet, Mia M, Ghoussaini, Maya, Giles, Graham G, Goldberg, Mark S, Goldgar, David E, González-Neira, Anna, Guénel, Pascal, Hahnen, Eric, Haiman, Christopher A, Håkansson, Niclas, Hall, Per, Hallberg, Emily, Hamann, Ute, Harrington, Patricia, Hein, Alexander, Hicks, Belynda, Hillemanns, Peter, Hollestelle, Antoinette, Hoover, Robert N, Hopper, John L, Huang, Guanmengqian, Humphreys, Keith, Hunter, David J, Jakubowska, Anna, Janni, Wolfgang, John, Esther M, Johnson, Nichola, Jones, Kristine, Jones, Michael E, Jung, Audrey, Kaaks, Rudolf, Kerin, Michael J, Khusnutdinova, Elza, Kosma, Veli-Matti, Kristensen, Vessela N, Lambrechts, Diether, Le Marchand, Loic, Li, Jingmei, Lindström, Sara, Lissowska, Jolanta, Lo, Wing-Yee, Loibl, Sibylle, Lubinski, Jan, Luccarini, Craig, Lux, Michael P, MacInnis, Robert J, Maishman, Tom, Kostovska, Ivana Maleva, Mannermaa, Arto, Manson, JoAnn E, Margolin, Sara, Mavroudis, Dimitrios, Meijers-Heijboer, Hanne, Meindl, Alfons, Menon, Usha, Meyer, Jeffery, Mulligan, Anna Marie, Neuhausen, Susan L, Nevanlinna, Heli, Neven, Patrick, Nielsen, Sune F, Nordestgaard, Børge G, Olopade, Olufunmilayo I, Olson, Janet E, Olsson, Håkan, Peterlongo, Paolo, Peto, Julian, Plaseska-Karanfilska, Dijana, Prentice, Ross, Presneau, Nadege, Pylkäs, Katri, Rack, Brigitte, Radice, Paolo, Rahman, Nazneen, Rennert, Gad, Rennert, Hedy S, Rhenius, Valerie, Romero, Atocha, Romm, Jane, Rudolph, Anja, Saloustros, Emmanouil, Sandler, Dale P, Sawyer, Elinor J, Schmidt, Marjanka K, Schmutzler, Rita K, Schneeweiss, Andreas, Scott, Rodney J, Scott, Christopher G, Seal, Sheila, Shah, Mitul, Shrubsole, Martha J, Smeets, Ann, Southey, Melissa C, Spinelli, John J, Stone, Jennifer, Surowy, Harald, Swerdlow, Anthony J, Tamimi, Rulla M, Tapper, William, Taylor, Jack A, Terry, Mary Beth, Tessier, Daniel C, Thomas, Abigail, Thöne, Kathrin, Tollenaar, Rob AEM, Torres, Diana, Truong, Thérèse, Untch, Michael, Vachon, Celine, Van Den Berg, David, Vincent, Daniel, Waisfisz, Quinten, Weinberg, Clarice R, Wendt, Camilla, Whittemore, Alice S, Wildiers, Hans, Willett, Walter C, Winqvist, Robert, Wolk, Alicja, Xia, Lucy, Yang, Xiaohong R, Ziogas, Argyrios, Ziv, Elad, KConFab/AOCS Investigators, Dunning, Alison M, Pharoah, Paul DP, Simard, Jacques, Milne, Roger L, Edwards, Stacey L, Kraft, Peter, Easton, Douglas F, Chenevix-Trench, Georgia, and Zheng, Wei

Subjects
Risk, Case-Control Studies, Gene Expression, Humans, Breast Neoplasms, Female, Genetic Predisposition to Disease, Transcriptome, Polymorphism, Single Nucleotide, 3. Good health, Genome-Wide Association Study
Abstract

The breast cancer risk variants identified in genome-wide association studies explain only a small fraction of the familial relative risk, and the genes responsible for these associations remain largely unknown. To identify novel risk loci and likely causal genes, we performed a transcriptome-wide association study evaluating associations of genetically predicted gene expression with breast cancer risk in 122,977 cases and 105,974 controls of European ancestry. We used data from the Genotype-Tissue Expression Project to establish genetic models to predict gene expression in breast tissue and evaluated model performance using data from The Cancer Genome Atlas. Of the 8,597 genes evaluated, significant associations were identified for 48 at a Bonferroni-corrected threshold of P < 5.82 × 10-6, including 14 genes at loci not yet reported for breast cancer. We silenced 13 genes and showed an effect for 11 on cell proliferation and/or colony-forming efficiency. Our study provides new insights into breast cancer genetics and biology.

6. A transcriptome-wide association study of 229,000 women identifies new candidate susceptibility genes for breast cancer

Author

Harald Surowy, Rulla M. Tamimi, Javier Benitez, Wing-Yee Lo, Celine M. Vachon, Nadege Presneau, John J. Spinelli, Ann Smeets, Hoda Anton-Culver, Veli-Matti Kosma, Christopher A. Haiman, Martha J. Shrubsole, Ross L. Prentice, Diana Eccles, Ursula Eilber, Loic Le Marchand, Katri Pylkäs, Jirong Long, Michael P. Lux, Sara Margolin, Hedy S. Rennert, Tom Maishman, Mary B. Daly, Rita K. Schmutzler, Julian Peto, Sune F. Nielsen, Eric Hahnen, Niclas Håkansson, Børge G. Nordestgaard, Mitul Shah, Matthias W. Beckmann, Anthony J. Swerdlow, Barbara Burwinkel, Rudolf Kaaks, Usha Menon, William J. Tapper, Argyrios Ziogas, Peter Hillemanns, Fares Al-Ejeh, Roger L. Milne, Wolfgang Janni, Pascal Guénel, Mikael Eriksson, Clarice R. Weinberg, Kyriaki Michailidou, Jonathan Beesley, Marike Gabrielson, J. Esteban Castelao, Margriet Collée, Janet E. Olson, Gad Rennert, Per Broberg, Rob A. E. M. Tollenaar, David Cox, Paolo Peterlongo, Helian Feng, Brian D. Carter, Nichola Johnson, Emmanouil Saloustros, Dijana Plaseska-Karanfilska, Kimberly F. Doheny, Paul L. Auer, Hans Wildiers, Jacques Simard, Michael Untch, Per Hall, Martine Dumont, Julie M. Cunningham, Thilo Dörk, Mary Beth Terry, Jenny Chang-Claude, Lang Wu, Irene L. Andrulis, Xiaohong R. Yang, Caroline Baynes, Isabel dos-Santos-Silva, Douglas F. Easton, Wei Shi, Emily Hallberg, Camilla Wendt, Hiltrud Brauch, Diana Torres, Olufunmilayo I. Olopade, David Van Den Berg, Georgia Chenevix-Trench, Alfons Meindl, Stig E. Bojesen, Jonine D. Figueroa, Dale P. Sandler, Vessela N. Kristensen, Christine L. Clarke, Wei Zheng, Manuela Gago-Dominguez, E Rozali, Henrik Flyger, Sheila Seal, Guanmengqian Huang, Marjanka K. Schmidt, Håkan Olsson, Christopher G. Scott, Kamila Czene, Laura Fachal, Rodney J. Scott, Jennifer Stone, Sara Y. Brucker, Qin Wang, David J. Hunter, Maya Ghoussaini, Christoph Engel, Keith Humphreys, Susan M. Gapstur, Daniel C. Tessier, Paolo Radice, John L. Hopper, Audrey Y. Jung, Lucy Xia, Atocha Romero, Chenjie Zeng, Peter A. Fasching, Jan Lubinski, Anna González-Neira, Nazneen Rahman, Robert N. Hoover, Thérèse Truong, Fergus J. Couch, Anna Marie Mulligan, Robert J. MacInnis, Ute Hamann, Hanne Meijers-Heijboer, Brigitte Rack, Simon S. Cross, Federico Canzian, J.-P. Meyer, Sara Lindström, Natalia Bogdanova, Trinidad Caldés, Olivia Fletcher, Peter Kraft, Elinor J. Sawyer, Alexander Gusev, Louise A. Brinton, Diether Lambrechts, Bingshan Li, Kristan J. Aronson, Jane Romm, Anja Rudolph, Peter Devilee, Qiuyin Cai, Arto Mannermaa, Elad Ziv, Alice S. Whittemore, Abigail Thomas, Hermann Brenner, Montserrat Garcia-Closas, Patrick Neven, Kristine Jones, Miriam Dwek, Sibylle Loibl, Heli Nevanlinna, Jolanta Lissowska, Susan L. Neuhausen, Elza Khusnutdinova, Marina Bermisheva, Alicja Wolk, Lin Fritschi, Xingyi Guo, Angela Cox, Michael Jones, Xiaoqing Chen, Esther M. John, Richard Barfield, Volker Arndt, Patricia Harrington, Quinten Waisfisz, Daniel Vincent, Antoinette Hollestelle, Dimitrios Mavroudis, JoAnn E. Manson, Joe Dennis, Walter C. Willett, Stacey L. Edwards, Melissa C. Southey, Andreas Schneeweiss, Jack A. Taylor, Robert Winqvist, Mia M. Gaudet, David E. Goldgar, Anna Jakubowska, Paul D.P. Pharoah, Kathrin Thöne, Dieter Flesch-Janys, Mark S. Goldberg, Craig Luccarini, Sten Cornelissen, Jingmei Li, Michael J. Kerin, Myrto Barrdahl, Xiao-Ou Shu, Alison M. Dunning, Manjeet K. Bolla, Carl Blomqvist, Graham G. Giles, Hans Christiansen, A. Heather Eliassen, Valerie Rhenius, Alexander Hein, Belynda Hicks, Ivana Maleva Kostovska, Tongguang Cheng, Yingchang Lu, CCA - Cancer biology and immunology, Amsterdam Neuroscience - Complex Trait Genetics, Human genetics, Amsterdam Reproduction & Development (AR&D), Clinical Genetics, Medical Oncology, Guo, Xingyi [0000-0001-5269-1294], Al-Ejeh, Fares [0000-0002-1553-0077], Li, Bingshan [0000-0003-2129-168X], Gusev, Alexander [0000-0002-7980-4620], Andrulis, Irene L [0000-0002-4226-6435], Arndt, Volker [0000-0001-9320-8684], Brauch, Hiltrud [0000-0001-7531-2736], Collée, Margriet [0000-0002-9272-9346], Cox, Angela [0000-0002-5138-1099], Cunningham, Julie M [0000-0002-8159-3025], Fachal, Laura [0000-0002-7256-9752], Fletcher, Olivia [0000-0001-9387-7116], Hein, Alexander [0000-0003-2601-3398], Hicks, Belynda [0000-0001-8014-4888], Hollestelle, Antoinette [0000-0003-1166-1966], Jakubowska, Anna [0000-0002-5650-0501], Khusnutdinova, Elza [0000-0003-2987-3334], Li, Jingmei [0000-0001-8587-7511], Menon, Usha [0000-0003-3708-1732], Nevanlinna, Heli [0000-0002-0916-2976], Nordestgaard, Børge G [0000-0002-1954-7220], Pylkäs, Katri [0000-0002-2449-0521], Rennert, Gad [0000-0002-8512-068X], Romero, Atocha [0000-0002-1634-7397], Saloustros, Emmanouil [0000-0002-0485-0120], Scott, Christopher G [0000-0003-1340-0647], Shrubsole, Martha J [0000-0002-5591-7575], Wolk, Alicja [0000-0001-7387-6845], Ziogas, Argyrios [0000-0003-4529-3727], Pharoah, Paul DP [0000-0001-8494-732X], Milne, Roger L [0000-0001-5764-7268], Easton, Douglas F [0000-0003-2444-3247], Zheng, Wei [0000-0003-1226-070X], Apollo - University of Cambridge Repository, Human Genetics, and ARD - Amsterdam Reproduction and Development

Subjects
0301 basic medicine, Risk, medicine.medical_specialty, Gene Expression, Genome-wide association study, Breast Neoplasms, Biology, Genome-wide association studies, Polymorphism, Single Nucleotide, Article, Transcriptome, 03 medical and health sciences, 0302 clinical medicine, Breast cancer, SDG 3 - Good Health and Well-being, Genetic model, Genetics, medicine, Humans, Genetic Predisposition to Disease, Genetic association, medicine.disease, 3. Good health, 030104 developmental biology, 030220 oncology & carcinogenesis, Case-Control Studies, Expression quantitative trait loci, Medical genetics, Female, Gene expression, Breast Cancer Genetics, Genome-Wide Association Study
Abstract

The breast cancer risk variants identified in genome-wide association studies explain only a small fraction of the familial relative risk, and the genes responsible for these associations remain largely unknown. To identify novel risk loci and likely causal genes, we performed a transcriptome-wide association study evaluating associations of genetically predicted gene expression with breast cancer risk in 122,977 cases and 105,974 controls of European ancestry. We used data from the Genotype-Tissue Expression Project to establish genetic models to predict gene expression in breast tissue and evaluated model performance using data from The Cancer Genome Atlas. Of the 8,597 genes evaluated, significant associations were identified for 48 at a Bonferroni-corrected threshold of P −6, including 14 genes at loci not yet reported for breast cancer. We silenced 13 genes and showed an effect for 11 on cell proliferation and/or colony-forming efficiency. Our study provides new insights into breast cancer genetics and biology.

Published
2019
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