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1. Trans-ancestry genome-wide association meta-analysis of prostate cancer identifies new susceptibility loci and informs genetic risk prediction

Author

Paul A. Townsend, Edward J. Saunders, Hidewaki Nakagawa, Manuel R. Teixeira, Graham Casey, Demetrius Albanes, Christine Neslund-Dudas, Sara Lindström, William S. Bush, Maren Weischer, Lisa A. Cannon-Albright, Rick A. Kittles, Peggy Wan, Martin Eklund, Stephen N. Thibodeau, Burcu F. Darst, Fredrik Wiklund, Nicholas Mancuso, Jeri Kim, Jong Y. Park, Johanna Schleutker, Maureen Sanderson, Samantha E.T. Larkin, Radka Kaneva, Hongwei Zhang, Daniel J. Schaid, Luc Multigner, Marie-Élise Parent, Robert Szulkin, Fredrick R. Schumacher, Geraldine Cancel-Tassin, Jianfeng Xu, Gill Barnett, Melissa C. Southey, Yuan Chun Ding, Alexander Lubwama, Maria Elena Martinez, Manolis Kogevinas, Linda Steele, Laurent Brureau, Shiv Srivastava, Maya Ghoussaini, Alison M. Dunning, Adam B. Murphy, Kenneth Muir, Edward Giovannucci, Mitchell J. Machiela, James L. Mohler, Jack A. Taylor, Robert N. Hoover, Sandeep Singhal, Chavdar Slavov, Guido Jenster, Frank Claessens, Neil Fleshner, Sara Benlloch, Gert De Meerleer, Michael B. Cook, Zan Sun, Harry Ostrer, Pascal Blanchet, Lynne R. Wilkens, Ali Amin Al Olama, Sue A. Ingles, Markus Aly, Jay H. Fowke, Agnieszka Michael, Yves Akoli Koudou, Victoria L. Stevens, Kathryn L. Penney, Ana Vega, Xin Sheng, Ron H.N. van Schaik, Zsofia Kote-Jarai, Kim De Ruyck, Christopher A. Haiman, Atushi Takahashi, Florence Menegaux, Judith A. Clements, Stephen K. Van Den Eeden, Brian D. Carter, Wayne D. Tilley, Antonio Finelli, Jennifer J. Hu, Hermann Brenner, Thomas Van den Broeck, Shan Chao Zhao, Azad Hassan Abdul Razack, Edward D. Yeboah, Sonja I. Berndt, Barbara Nemesure, Mark N. Brook, David V. Conti, Katarina Cuk, Teuvo L.J. Tammela, Ali Sahimi, Stephen J. Chanock, Loic Le Marchand, Gemma Castaño-Vinyals, Sune F. Nielsen, Sara S. Strom, Ann W. Hsing, Roberta McKean-Cowdin, David J. Hunter, Ian M. Thompson, Børge G. Nordestgaard, Jyotsna Batra, Paula Paulo, Masashi Fujita, Jennifer Cullen, Susan M. Gapstur, Sarah L. Kerns, Lorelei A. Mucci, Neil G. Burnet, Xueying Mao, Hui Yi Lin, Rohit Varma, Marija Gamulin, Wei Zheng, Thomas A. Sellers, Adam S. Kibel, Robert J. Hamilton, Leire Moya, Ninghan Feng, Laura E. Beane Freeman, James E. Mensah, Catherine M. Tangen, Shannon K. McDonnell, Matthew Parliament, Davor Lessel, Gail P. Risbridger, Mina Torres, Janet L. Stanford, Bettina F. Drake, Soo-Hwang Teo, Robert J. MacInnis, Stig E. Bojesen, Jeannette T. Bensen, William J. Blot, Stella Koutros, Robin J. Leach, Graham G. Giles, Piet Ost, Artitaya Lophatananon, Laura Fachal, Tomislav Kuliš, Peter Kraft, Monique J. Roobol, Elaine A. Ostrander, Niclas Håkansson, Anselm Hennis, Yukihide Momozawa, Anssi Auvinen, Koichi Matsuda, Steven Joniau, Lisa G. Horvath, Javier Llorca, Claire Aukim-Hastie, Bernd Holleczek, Daniel W. Lin, Gerald L. Andriole, John D. Carpten, Eli Marie Grindedal, Rosalind A. Eeles, Elio Riboli, Constance Turman, Martin Andreas Røder, Yong-Jie Lu, Tobias Nordström, Kai Uwe Saum, Esther M. John, Melinda C. Aldrich, Peter Iversen, Henrik Grönberg, John S. Witte, Andreia Brandão, Eric A. Klein, Olivier Cussenot, Barry S. Rosenstein, Stephen Watya, Jan Lubinski, Douglas F. Easton, Dana C. Crawford, Gyorgy Petrovics, Thomas J. Schnoeller, Richard M. Martin, Stephanie J. Weinstein, Jose Esteban Castelao, Suzanne K. Chambers, Tokhir Dadaev, Karina Dalsgaard Sørensen, Antonio Gómez-Caamaño, Lisa F. Newcomb, Csilla Sipeky, Lovise Maehle, Brandi Weaver, Susan L. Neuhausen, Christiane Maier, Alicja Wolk, Vanio Mitev, Thérèse Truong, Manuel Luedeke, Jenny L Donovan, Mariana C. Stern, Catharine M L West, Manuela Gago-Dominguez, Elizabeth T. H. Fontham, William B. Isaacs, David E. Neal, Christopher J. Logothetis, Alisha Chou, Jasmine Lim, Benjamin A. Rybicki, Kay-Tee Khaw, Meir J. Stampfer, Chad D. Huff, Thomas J. Hoffmann, Michael Borre, Freddie C. Hamdy, Nawaid Usmani, Cezary Cybulski, Craig C. Teerlink, Milan S. Geybels, Nora Pashayan, Timothy J. Key, Phyllis J. Goodman, Hardev Pandha, Ruth C. Travis, Yudong Wu, Dominika Wokołorczyk, Lilit C. Moss, University of Southern California (USC), Keck School of Medicine [Los Angeles], CHU Tenon [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), Centre de recherche en épidémiologie et santé des populations (CESP), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpital Paul Brousse-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Saclay, Institut de recherche en santé, environnement et travail (Irset), Université d'Angers (UA)-Université de Rennes 1 (UR1), Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-École des Hautes Études en Santé Publique [EHESP] (EHESP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Structure Fédérative de Recherche en Biologie et Santé de Rennes ( Biosit : Biologie - Santé - Innovation Technologique ), CHU Pointe-à-Pitre/Abymes [Guadeloupe], The institute of cancer research [London], U01CA194393, National Institutes of Health, NA, Achievement Rewards for College Scientists Foundation, Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), Structure Fédérative de Recherche en Biologie et Santé de Rennes ( Biosit : Biologie - Santé - Innovation Technologique )-Institut National de la Santé et de la Recherche Médicale (INSERM)-École des Hautes Études en Santé Publique [EHESP] (EHESP)-Université de Rennes 1 (UR1), Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-Université d'Angers (UA), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), Université d'Angers (UA)-Université de Rennes (UR)-École des Hautes Études en Santé Publique [EHESP] (EHESP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Structure Fédérative de Recherche en Biologie et Santé de Rennes ( Biosit : Biologie - Santé - Innovation Technologique ), Urology, Clinical Chemistry, Darst, Burcu F [0000-0002-6205-4632], Chou, Alisha [0000-0001-7521-6373], Schumacher, Fredrick R [0000-0002-3073-7463], Dadaev, Tokhir [0000-0002-8268-0438], Brook, Mark N [0000-0002-8969-2378], Hoffmann, Thomas J [0000-0001-6893-4449], Takahashi, Atushi [0000-0001-7099-8767], Matsuda, Koichi [0000-0001-7292-2686], Fujita, Masashi [0000-0002-1457-6233], Muir, Kenneth [0000-0001-6429-988X], Stevens, Victoria L [0000-0003-0259-4407], Schleutker, Johanna [0000-0002-1863-0305], Sipeky, Csilla [0000-0002-8853-4722], Auvinen, Anssi [0000-0003-1125-4818], Giles, Graham G [0000-0003-4946-9099], Martin, Richard M [0000-0002-7992-7719], Nordestgaard, Børge G [0000-0002-1954-7220], Bojesen, Stig E [0000-0002-4061-4133], Røder, Martin Andreas [0000-0002-0019-5333], Batra, Jyotsna [0000-0003-4646-6247], Tilley, Wayne [0000-0003-1893-2626], Risbridger, Gail P [0000-0003-3089-4028], Gronberg, Henrik [0000-0002-1073-2753], Eklund, Martin [0000-0001-5032-5266], Nordström, Tobias [0000-0003-4915-7546], Pashayan, Nora [0000-0003-0843-2468], Dunning, Alison M [0000-0001-6651-7166], Travis, Ruth C [0000-0002-9571-0763], Riboli, Elio [0000-0001-6795-6080], Park, Jong Y [0000-0002-6384-6447], Weinstein, Stephanie J [0000-0002-3834-1535], Kraft, Peter [0000-0002-4472-8103], Ostrander, Elaine A [0000-0001-6075-9738], Wolk, Alicja [0000-0001-7387-6845], Håkansson, Niclas [0000-0001-7673-5554], Machiela, Mitchell J [0000-0001-6538-9705], Sørensen, Karina Dalsgaard [0000-0002-4902-5490], Zheng, Wei [0000-0003-1226-070X], Mensah, James E [0000-0003-4133-1722], Lu, Yong-Jie [0000-0001-6174-6621], West, Catharine ML [0000-0002-0839-3449], Cancel-Tassin, Géraldine [0000-0002-9583-6382], Truong, Thérèse [0000-0002-2943-6786], Vega, Ana [0000-0002-7416-5137], Gómez-Caamaño, Antonio [0000-0002-9773-4590], Fachal, Laura [0000-0002-7256-9752], Kerns, Sarah L [0000-0002-6503-0011], Ostrer, Harry [0000-0002-2209-5376], Teixeira, Manuel R [0000-0002-4896-5982], Brandão, Andreia [0000-0003-0938-1543], Cannon-Albright, Lisa [0000-0003-2602-3668], Multigner, Luc [0000-0003-3205-8568], Klein, Eric A [0000-0002-1783-0698], Murphy, Adam B [0000-0001-9977-3473], Michael, Agnieszka [0000-0002-7262-6227], Ost, Piet [0000-0002-2203-4848], Xu, Jianfeng [0000-0002-1343-8752], Teo, Soo-Hwang [0000-0002-0444-590X], Lessel, Davor [0000-0003-4496-244X], Kulis, Tomislav [0000-0002-0895-5691], Joniau, Steven [0000-0003-3195-9890], Bush, William S [0000-0002-9729-6519], Crawford, Dana C [0000-0002-6437-6248], Roobol, Monique J [0000-0001-6967-1708], Jenster, Guido [0000-0002-8658-2552], Van Den Eeden, Stephen K [0000-0002-5599-8387], Easton, Douglas F [0000-0003-2444-3247], Chanock, Stephen J [0000-0002-2324-3393], Wiklund, Fredrik [0000-0002-4623-0544], Eeles, Rosalind A [0000-0002-3698-6241], Haiman, Christopher A [0000-0002-0097-9971], and Apollo - University of Cambridge Repository

Subjects
Male, 8Q24, Genome-wide association study, Continental Population Groups/genetics, VARIANTS, Prostate cancer, 0302 clinical medicine, Risk Factors, Epidemiology, IMPUTATION, Odds Ratio, Prostatic Neoplasms/diagnosis, 0303 health sciences, education.field_of_study, Continental Population Groups, Manchester Cancer Research Centre, Middle Aged, Càncer--Aspectes genètics, 3. Good health, ODDS RATIOS, 06 Biological Sciences, 11 Medical and Health Sciences, medicine.medical_specialty, Population, Biology, prostate cancer, meta-analysis, SEQUENCE, Article, 03 medical and health sciences, Breast cancer, SDG 3 - Good Health and Well-being, Genetics, medicine, BREAST-CANCER, Humans, Genetic Predisposition to Disease, Neoplasm Invasiveness, education, 030304 developmental biology, Genetic association, [SDV.GEN]Life Sciences [q-bio]/Genetics, MUTATIONS, ResearchInstitutes_Networks_Beacons/mcrc, Racial Groups, Prostatic Neoplasms, Molecular Sequence Annotation, Odds ratio, medicine.disease, BRCA2, Pròstata--Càncer, Genetic Loci, 030217 neurology & neurosurgery, Imputation (genetics), Genètica, Demography, Developmental Biology, Genome-Wide Association Study
Abstract

International audience; Prostate cancer is a highly heritable disease with large disparities in incidence rates across ancestry populations. We conducted a multiancestry meta-analysis of prostate cancer genome-wide association studies (107,247 cases and 127,006 controls) and identified 86 new genetic risk variants independently associated with prostate cancer risk, bringing the total to 269 known risk variants. The top genetic risk score (GRS) decile was associated with odds ratios that ranged from 5.06 (95% confidence interval (CI), 4.84-5.29) for men of European ancestry to 3.74 (95% CI, 3.36-4.17) for men of African ancestry. Men of African ancestry were estimated to have a mean GRS that was 2.18-times higher (95% CI, 2.14-2.22), and men of East Asian ancestry 0.73-times lower (95% CI, 0.71-0.76), than men of European ancestry. These findings support the role of germline variation contributing to population differences in prostate cancer risk, with the GRS offering an approach for personalized risk prediction.

Published
2021

2. Genome-wide meta-analysis identifies five new susceptibility loci for pancreatic cancer

Author

Christopher A. Haiman, Herbert Yu, Lauren K. Brais, Gabriele Capurso, Eric J. Duell, Michelle Cotterchio, Núria Malats, Beatrice Mohelníková-Duchoňová, Claudio Pasquali, Gary E. Goodman, Giulia Martina Cavestro, Kala Visvanathan, Sean P. Cleary, Jill P. Smith, Jean Wactawski-Wende, Rita T. Lawlor, Gianluca Severi, J. Michael Gaziano, Kathy J. Helzlsouer, Charles C. Chung, Harvey A. Risch, Stephen K. Van Den Eeden, Elizabeth A. Holly, Bas Bueno-de-Mesquita, Patricia Hartge, Fei Chen, Mark D. Thornquist, Hermann Brenner, Ulrike Peters, Ghislaine Scelo, Steven Gallinger, Sonja I. Berndt, Howard D. Sesso, Lenka Foretova, Laufey T. Amundadottir, Mingfeng Zhang, Federico Canzian, Rudolf Kaaks, Stephen J. Chanock, Nicolas Wentzensen, Ann L. Oberg, Eric J. Jacobs, Peter Kraft, Rayjean J. Hung, Evelina Mocci, Maria Gazouli, Francesca Tavano, Michael Borges, Zhaoming Wang, Alan A. Arslan, Wei Zheng, Ayelet Borgida, Paige M. Bracci, Jason W. Hoskins, William R. Bamlet, Juozas Kupcinskas, Joseph M. Herman, Demetrius Albanes, Charles S. Fuchs, Nathaniel Rothman, Niccola Funel, Pavel Soucek, Edward Giovannucci, Paul Brennan, Thilo Hackert, Jun Zhong, Manolis Kogevinas, Robert N. Hoover, Michael Goggins, Amanda L. Blackford, Robert J. Kurtz, Malin Sund, Roger L. Milne, Stefano Landi, Francisco X. Real, Emily White, Miquel Porta, Ivana Holcatova, Kari G. Chaffee, Vladimir Janout, Charles Kooperberg, Péter Hegyi, Frederike Dijk, Yogesh K. Vashist, Andrea Mambrini, Matthew H. Kulke, I. Min Lee, Kai Yu, Alison P. Klein, Phyllis J. Goodman, Donghui Li, Julie E. Buring, Debra T. Silverman, Ana Babic, John P. Neoptolemos, Erica J. Childs, Alpa V. Patel, Sara H. Olson, Brian M. Wolpin, Krzysztof Jamroziak, Gloria M. Petersen, Xiao-Ou Shu, Renata Talar-Wojnarowska, Rachel E. Neale, Daniel A. Laheru, Kay-Tee Khaw, Eric A. Klein, Ashley Jermusyk, Graham G. Giles, Daniele Campa, Laura Beane-Freeman, Rachael Z. Stolzenberg-Solomon, Raffaele Pezzilli, Geoffrey S. Tobias, Pavel Vodicka, Irene Orlow, Anne Zeleniuch-Jacquotte, Ofure Obazee, Satu Männistö, Lingeng Lu, Manal Hasan, Loic LeMarchand, Gabriella Andreotti, CCA - Cancer biology and immunology, Pathology, Lung Cancer Research Foundation, Sol Goldman Pancreas Cancer Research Center, Geoffrey Beene Foundation, Arnold and Arlene Goldstein Family Foundation, National Health and Medical Research Council (Australia), Czech Science Foundation, Joan Rombauer Pancreatic Cancer Foundation, NIH - National Cancer Institute (NCI) (Estados Unidos), Instituto de Salud Carlos III, Ministerio de Ciencia y Tecnología (España), Red Temática de Investigación Cooperativa en Cáncer (España), Centro de Investigación Biomédica en Red - CIBERESP (Epidemiología y Salud Pública), Mocci, Evelina [0000-0002-7101-9556], Canzian, Federico [0000-0002-4261-4583], Chaffee, Kari G [0000-0002-7313-1875], Dijk, Frederike [0000-0003-3970-6601], Gazouli, Maria [0000-0002-3295-6811], Jacobs, Eric J [0000-0002-8458-7659], Klein, Eric A [0000-0002-1783-0698], Lu, Lingeng [0000-0001-9871-0809], Malats, Núria [0000-0003-2538-3784], Milne, Roger L [0000-0001-5764-7268], Neoptolemos, John P [0000-0002-6201-7399], Oberg, Ann L [0000-0003-2539-9807], Pezzilli, Raffaele [0000-0001-9827-7451], Porta, Miquel [0000-0003-1684-7428], Real, Francisco X [0000-0001-9501-498X], Sund, Malin [0000-0002-7516-9543], Tobias, Geoffrey S [0000-0002-2878-8253], Van Den Eeden, Stephen K [0000-0002-5599-8387], Yu, Herbert [0000-0003-3950-4815], Zheng, Wei [0000-0003-1226-070X], Obazee, Ofure [0000-0001-8791-5008], Amundadottir, Laufey T [0000-0003-1859-8971], Apollo - University of Cambridge Repository, Klein, Alison P., Wolpin, Brian M., Risch, Harvey A., Stolzenberg-Solomon, Rachael Z., Mocci, Evelina, Zhang, Mingfeng, Canzian, Federico, Childs, Erica J., Hoskins, Jason W., Jermusyk, Ashley, Zhong, Jun, Chen, Fei, Albanes, Demetriu, Andreotti, Gabriella, Arslan, Alan A., Babic, Ana, Bamlet, William R., Beane-Freeman, Laura, Berndt, Sonja I., Blackford, Amanda, Borges, Michael, Borgida, Ayelet, Bracci, Paige M., Brais, Lauren, Brennan, Paul, Brenner, Hermann, Bueno-De-Mesquita, Ba, Buring, Julie, Campa, Daniele, Capurso, Gabriele, Cavestro, Giulia Martina, Chaffee, Kari G., Chung, Charles C., Cleary, Sean, Cotterchio, Michelle, Dijk, Frederike, Duell, Eric J., Foretova, Lenka, Fuchs, Charle, Funel, Niccola, Gallinger, Steven, Gaziano, J. Michael M., Gazouli, Maria, Giles, Graham G., Giovannucci, Edward, Goggins, Michael, Goodman, Gary E., Goodman, Phyllis J., Hackert, Thilo, Haiman, Christopher, Hartge, Patricia, Hasan, Manal, Hegyi, Peter, Helzlsouer, Kathy J., Herman, Joseph, Holcatova, Ivana, Holly, Elizabeth A., Hoover, Robert, Hung, Rayjean J., Jacobs, Eric J., Jamroziak, Krzysztof, Janout, Vladimir, Kaaks, Rudolf, Khaw, Kay-Tee, Klein, Eric A., Kogevinas, Manoli, Kooperberg, Charle, Kulke, Matthew H., Kupcinskas, Juoza, Kurtz, Robert J., Laheru, Daniel, Landi, Stefano, Lawlor, Rita T., Lee, I. -Min, Lemarchand, Loic, Lu, Lingeng, Malats, Núria, Mambrini, Andrea, Mannisto, Satu, Milne, Roger L., Mohelníková-Duchoňová, Beatrice, Neale, Rachel E., Neoptolemos, John P., Oberg, Ann L., Olson, Sara H., Orlow, Irene, Pasquali, Claudio, Patel, Alpa V., Peters, Ulrike, Pezzilli, Raffaele, Porta, Miquel, Real, Francisco X., Rothman, Nathaniel, Scelo, Ghislaine, Sesso, Howard D., Severi, Gianluca, Shu, Xiao-Ou, Silverman, Debra, Smith, Jill P., Soucek, Pavel, Sund, Malin, Talar-Wojnarowska, Renata, Tavano, Francesca, Thornquist, Mark D., Tobias, Geoffrey S., Van Den Eeden, Stephen K., Vashist, Yogesh, Visvanathan, Kala, Vodicka, Pavel, Wactawski-Wende, Jean, Wang, Zhaoming, Wentzensen, Nicola, White, Emily, Yu, Herbert, Yu, Kai, Zeleniuch-Jacquotte, Anne, Zheng, Wei, Kraft, Peter, Li, Donghui, Chanock, Stephen, Obazee, Ofure, Petersen, Gloria M., and Amundadottir, Laufey T.

Subjects
0301 basic medicine, Oncology, Genetics and Molecular Biology (all), Pancreatic disease, Chemistry(all), General Physics and Astronomy, Genome-wide association study, Disease, Biochemistry, DISEASE, Tensins, Databases, Genetic, IMPUTATION, 03.02. Klinikai orvostan, lcsh:Science, Càncer, Pancreas cancer, GENE-EXPRESSION, Cancer, RISK, Multidisciplinary, Chemistry (all), Pancreatic Neoplasm, Intracellular Signaling Peptides and Proteins, HNF1B, 3. Good health, TRANSCRIPTION FACTORS, Hepatocyte Nuclear Factor 4, Intercellular Signaling Peptides and Proteins, Human, Carcinoma, Pancreatic Ductal, medicine.medical_specialty, Science, Physics and Astronomy(all), Polymorphism, Single Nucleotide, General Biochemistry, Genetics and Molecular Biology, Article, 03 medical and health sciences, Physics and Astronomy (all), Cancer epidemiology, Pancreatic cancer, Internal medicine, medicine, Carcinoma, Humans, Genetic Predisposition to Disease, Allele, Càncer de pàncrees, Hepatocyte Nuclear Factor 1-beta, Cancer och onkologi, Biochemistry, Genetics and Molecular Biology (all), business.industry, Biochemistry, Genetics and Molecular Biology(all), Protein, Proteins, ADENOCARCINOMA, General Chemistry, Repressor Protein, medicine.disease, Pancreatic Neoplasms, Repressor Proteins, BODY-MASS INDEX, 030104 developmental biology, Tensin, Cancer and Oncology, Expression quantitative trait loci, lcsh:Q, business, ASSOCIATION ANALYSES, Genetics and Molecular Biology(all), Genome-Wide Association Study
Abstract

In 2020, 146,063 deaths due to pancreatic cancer are estimated to occur in Europe and the United States combined. To identify common susceptibility alleles, we performed the largest pancreatic cancer GWAS to date, including 9040 patients and 12,496 controls of European ancestry from the Pancreatic Cancer Cohort Consortium (PanScan) and the Pancreatic Cancer Case-Control Consortium (PanC4). Here, we find significant evidence of a novel association at rs78417682 (7p12/TNS3, P = 4.35 × 10−8). Replication of 10 promising signals in up to 2737 patients and 4752 controls from the PANcreatic Disease ReseArch (PANDoRA) consortium yields new genome-wide significant loci: rs13303010 at 1p36.33 (NOC2L, P = 8.36 × 10−14), rs2941471 at 8q21.11 (HNF4G, P = 6.60 × 10−10), rs4795218 at 17q12 (HNF1B, P = 1.32 × 10−8), and rs1517037 at 18q21.32 (GRP, P = 3.28 × 10−8). rs78417682 is not statistically significantly associated with pancreatic cancer in PANDoRA. Expression quantitative trait locus analysis in three independent pancreatic data sets provides molecular support of NOC2L as a pancreatic cancer susceptibility gene., Genetic variants associated with susceptibility to pancreatic cancer have been identified using genome wide association studies (GWAS). Here, the authors combine data from over 9000 patients and perform a meta-analysis to identify five novel loci linked to pancreatic cancer.

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