Shared heritability and functional enrichment across six solid cancers

Xia Jiang, Hilary K Finucane, Fredrick R Schumacher, Stephanie L Schmit, Jonathan P Tyrer, Younghun Han, Kyriaki Michailidou, Corina Lesseur, Karoline B Kuchenbaecker, Joe Dennis, David V Conti, Graham Casey, Mia M Gaudet, Jeroen R Huyghe, Demetrius Albanes, Melinda C Aldrich, Angeline S Andrew, Irene L Andrulis, Hoda Anton-Culver, Antonis C AntoniouNatalia N Antonenkova, Susanne M Arnold, Kristan J Aronson, Banu K Arun, Elisa V Bandera, Rosa B Barkardottir, Daniel R Barnes, Jyotsna Batra, Matthias W Beckmann, Javier Benitez, Sara Benlloch, Andrew Berchuck, Sonja I Berndt, Heike Bickeböller, Stephanie A Bien, Carl Blomqvist, Stefania Boccia, Natalia V Bogdanova, Stig E Bojesen, Manjeet K Bolla, Hiltrud Brauch, Hermann Brenner, James D Brenton, Mark N Brook, Joan Brunet, Hans Brunnström, Daniel D Buchanan, Barbara Burwinkel, Ralf Butzow, Gabriella Cadoni, Trinidad Caldés, Maria A Caligo, Ian Campbell, Peter T Campbell, Géraldine Cancel-Tassin, Lisa Cannon-Albright, Daniele Campa, Neil Caporaso, André L Carvalho, Andrew T Chan, Jenny Chang-Claude, Stephen J Chanock, Chu Chen, David C Christiani, Kathleen B M Claes, Frank Claessens, Judith Clements, J Margriet Collée, Marcia Cruz Correa, Fergus J Couch, Angela Cox, Julie M Cunningham, Cezary Cybulski, Kamila Czene, Mary B Daly, Anna deFazio, Peter Devilee, Orland Diez, Manuela Gago-Dominguez, Jenny L Donovan, Thilo Dörk, Eric J Duell, Alison M Dunning, Miriam Dwek, Diana M Eccles, Christopher K Edlund, Digna R Velez Edwards, Carolina Ellberg, D Gareth Evans, Peter A Fasching, Robert L Ferris, Triantafillos Liloglou, Jane C Figueiredo, Olivia Fletcher, Renée T Fortner, Florentia Fostira, Silvia Franceschi, Eitan Friedman, Steven J Gallinger, Patricia A Ganz, Judy Garber, José A García-Sáenz, Simon A Gayther, Graham G Giles, Andrew K Godwin, Mark S Goldberg, David E Goldgar, Ellen L Goode, Marc T Goodman, Gary Goodman, Kjell Grankvist, Mark H Greene, Henrik Gronberg, Jacek Gronwald, Pascal Guénel, Niclas Håkansson, Per Hall, Ute Hamann, Freddie C Hamdy, Robert J Hamilton, Jochen Hampe, Aage Haugen, Florian Heitz, Rolando Herrero, Peter Hillemanns, Michael Hoffmeister, Estrid Høgdall, Yun-Chul Hong, John L Hopper, Richard Houlston, Peter J Hulick, David J Hunter, David G Huntsman, Gregory Idos, Evgeny N Imyanitov, Sue Ann Ingles, Claudine Isaacs, Anna Jakubowska, Paul James, Mark A Jenkins, Mattias Johansson, Mikael Johansson, Esther M John, Amit D Joshi, Radka Kaneva, Beth Y Karlan, Linda E Kelemen, Tabea Kühl, Kay-Tee Khaw, Elza Khusnutdinova, Adam S Kibel, Lambertus A Kiemeney, Jeri Kim, Susanne K Kjaer, Julia A Knight, Manolis Kogevinas, Zsofia Kote-Jarai, Stella Koutros, Vessela N Kristensen, Jolanta Kupryjanczyk, Martin Lacko, Stephan Lam, Diether Lambrechts, Maria Teresa Landi, Philip Lazarus, Nhu D Le, Eunjung Lee, Flavio Lejbkowicz, Heinz-Josef Lenz, Goska Leslie, Davor Lessel, Jenny Lester, Douglas A Levine, Li Li, Christopher I Li, Annika Lindblom, Noralane M Lindor, Geoffrey Liu, Fotios Loupakis, Jan Lubiński, Lovise Maehle, Christiane Maier, Arto Mannermaa, Loic Le Marchand, Sara Margolin, Taymaa May, Lesley McGuffog, Alfons Meindl, Pooja Middha, Austin Miller, Roger L Milne, Robert J MacInnis, Francesmary Modugno, Marco Montagna, Victor Moreno, Kirsten B Moysich, Lorelei Mucci, Kenneth Muir, Anna Marie Mulligan, Katherine L Nathanson, David E Neal, Andrew R Ness, Susan L Neuhausen, Heli Nevanlinna, Polly A Newcomb, Lisa F Newcomb, Finn Cilius Nielsen, Liene Nikitina-Zake, Børge G Nordestgaard, Robert L Nussbaum, Kenneth Offit, Edith Olah, Ali Amin Al Olama, Olufunmilayo I Olopade, Andrew F Olshan, Håkan Olsson, Ana Osorio, Hardev Pandha, Jong Y Park, Nora Pashayan, Michael T Parsons, Tanja Pejovic, Kathryn L Penney, Wilbert H M Peters, Catherine M Phelan, Amanda I Phipps, Dijana Plaseska-Karanfilska, Miranda Pring, Darya Prokofyeva, Paolo Radice, Kari Stefansson, Susan J Ramus, Leon Raskin, Gad Rennert, Hedy S Rennert, Elizabeth J van Rensburg, Marjorie J Riggan, Harvey A Risch, Angela Risch, Monique J Roobol, Barry S Rosenstein, Mary Anne Rossing, Kim De Ruyck, Emmanouil Saloustros, Dale P Sandler, Elinor J Sawyer, Matthew B Schabath, Johanna Schleutker, Marjanka K Schmidt, V Wendy Setiawan, Hongbing Shen, Erin M Siegel, Weiva Sieh, Christian F Singer, Martha L Slattery, Karina Dalsgaard Sorensen, Melissa C Southey, Amanda B Spurdle, Janet L Stanford, Victoria L Stevens, Sebastian Stintzing, Jennifer Stone, Karin Sundfeldt, Rebecca Sutphen, Anthony J Swerdlow, Eloiza H Tajara, Catherine M Tangen, Adonina Tardon, Jack A Taylor, M Dawn Teare, Manuel R Teixeira, Mary Beth Terry, Kathryn L Terry, Stephen N Thibodeau, Mads Thomassen, Line Bjørge, Marc Tischkowitz, Amanda E Toland, Diana Torres, Paul A Townsend, Ruth C Travis, Nadine Tung, Shelley S Tworoger, Cornelia M Ulrich, Nawaid Usmani, Celine M Vachon, Els Van Nieuwenhuysen, Ana Vega, Miguel Elías Aguado-Barrera, Qin Wang, Penelope M Webb, Clarice R Weinberg, Stephanie Weinstein, Mark C Weissler, Jeffrey N Weitzel, Catharine M L West, Emily White, Alice S Whittemore, H-Erich Wichmann, Fredrik Wiklund, Robert Winqvist, Alicja Wolk, Penella Woll, Michael Woods, Anna H Wu, Xifeng Wu, Drakoulis Yannoukakos, Wei Zheng, Shanbeh Zienolddiny, Argyrios Ziogas, Kristin K Zorn, Jacqueline M Lane, Richa Saxena, Duncan Thomas, Rayjean J Hung, Brenda Diergaarde, James McKay, Ulrike Peters, Li Hsu, Montserrat García-Closas, Rosalind A Eeles, Georgia Chenevix-Trench, Paul J Brennan, Christopher A Haiman, Jacques Simard, Douglas F Easton, Stephen B Gruber, Paul D P Pharoah, Alkes L Price, Bogdan Pasaniuc, Christopher I Amos, Peter Kraft, Sara Lindström

Research output: Contribution to journalArticle (journal)peer-review

72 Citations (Scopus)

Abstract

Quantifying the genetic correlation between cancers can provide important insights into the mechanisms driving cancer etiology. Using genome-wide association study summary statistics across six cancer types based on a total of 296,215 cases and 301,319 controls of European ancestry, here we estimate the pair-wise genetic correlations between breast, colorectal, head/neck, lung, ovary and prostate cancer, and between cancers and 38 other diseases. We observed statistically significant genetic correlations between lung and head/neck cancer (rg = 0.57, p = 4.6 × 10-8), breast and ovarian cancer (rg = 0.24, p = 7 × 10-5), breast and lung cancer (rg = 0.18, p =1.5 × 10-6) and breast and colorectal cancer (rg = 0.15, p = 1.1 × 10-4). We also found that multiple cancers are genetically correlated with non-cancer traits including smoking, psychiatric diseases and metabolic characteristics. Functional enrichment analysis revealed a significant excess contribution of conserved and regulatory regions to cancer heritability. Our comprehensive analysis of cross-cancer heritability suggests that solid tumors arising across tissues share in part a common germline genetic basis.

Original languageEnglish
Pages (from-to)431
JournalNature Communications
Volume10
Issue number1
DOIs
Publication statusPublished - 25 Jan 2019

Keywords

  • Breast Neoplasms/diagnosis
  • Case-Control Studies
  • Colorectal Neoplasms/diagnosis
  • Female
  • Genetic Predisposition to Disease
  • Genome-Wide Association Study
  • Head and Neck Neoplasms/diagnosis
  • Humans
  • Inheritance Patterns
  • Lung Neoplasms/diagnosis
  • Male
  • Mental Disorders/ethnology
  • Neoplasm Proteins/genetics
  • Ovarian Neoplasms/diagnosis
  • Phenotype
  • Polymorphism, Single Nucleotide
  • Prostatic Neoplasms/diagnosis
  • Smoking/ethnology
  • White People

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