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Shared heritability and functional enrichment across six solid cancers

Authors :
Jiang, Xia
Finucane, Hilary K
Schumacher, Fredrick R
Schmit, Stephanie L
Tyrer, Jonathan P
Han, Younghun
Michailidou, Kyriaki
Lesseur, Corina
Kuchenbaecker, Karoline B
Dennis, Joe
Conti, David V
Casey, Graham
Gaudet, Mia M
Huyghe, Jeroen R
Albanes, Demetrius
Aldrich, Melinda C
Andrew, Angeline S
Andrulis, Irene L
Anton-Culver, Hoda
Antoniou, Antonis C
Antonenkova, Natalia N
Arnold, Susanne M
Aronson, Kristan J
Arun, Banu K
Bandera, Elisa V
Barkardottir, Rosa B
Barnes, Daniel R
Batra, Jyotsna
Beckmann, Matthias W
Benitez, Javier
Benlloch, Sara
Berchuck, Andrew
Berndt, Sonja I
Bickeböller, Heike
Bien, Stephanie A
Blomqvist, Carl
Boccia, Stefania
Bogdanova, Natalia V
Bojesen, Stig E
Bolla, Manjeet K
Brauch, Hiltrud
Brenner, Hermann
Brenton, James D
Brook, Mark N
Brunet, Joan
Brunnström, Hans
Buchanan, Daniel D
Burwinkel, Barbara
Butzow, Ralf
Cadoni, Gabriella
Caldés, Trinidad
Caligo, Maria A
Campbell, Ian
Campbell, Peter T
Cancel-Tassin, Géraldine
Cannon-Albright, Lisa
Campa, Daniele
Caporaso, Neil
Carvalho, André L
Chan, Andrew T
Chang-Claude, Jenny
Chanock, Stephen J
Chen, Chu
Christiani, David C
Claes, Kathleen B M
Claessens, Frank
Clements, Judith
Collée, J Margriet
Correa, Marcia Cruz
Couch, Fergus J
Cox, Angela
Cunningham, Julie M
Cybulski, Cezary
Czene, Kamila
Daly, Mary B
deFazio, Anna
Devilee, Peter
Diez, Orland
Gago-Dominguez, Manuela
Donovan, Jenny L
Dörk, Thilo
Duell, Eric J
Dunning, Alison M
Dwek, Miriam
Eccles, Diana M
Edlund, Christopher K
Edwards, Digna R Velez
Ellberg, Carolina
Evans, D Gareth
Fasching, Peter A
Ferris, Robert L
Liloglou, Triantafillos
Figueiredo, Jane C
Fletcher, Olivia
Fortner, Renée T
Fostira, Florentia
Franceschi, Silvia
Friedman, Eitan
Gallinger, Steven J
Ganz, Patricia A
Garber, Judy
García-Sáenz, José A
Gayther, Simon A
Giles, Graham G
Godwin, Andrew K
Goldberg, Mark S
Goldgar, David E
Goode, Ellen L
Goodman, Marc T
Goodman, Gary
Grankvist, Kjell
Greene, Mark H
Gronberg, Henrik
Gronwald, Jacek
Guénel, Pascal
Håkansson, Niclas
Hall, Per
Hamann, Ute
Hamdy, Freddie C
Hamilton, Robert J
Hampe, Jochen
Haugen, Aage
Heitz, Florian
Herrero, Rolando
Hillemanns, Peter
Hoffmeister, Michael
Høgdall, Estrid
Hong, Yun-Chul
Hopper, John L
Houlston, Richard
Hulick, Peter J
Hunter, David J
Huntsman, David G
Idos, Gregory
Imyanitov, Evgeny N
Ingles, Sue Ann
Isaacs, Claudine
Jakubowska, Anna
James, Paul
Jenkins, Mark A
Johansson, Mattias
Johansson, Mikael
John, Esther M
Joshi, Amit D
Kaneva, Radka
Karlan, Beth Y
Kelemen, Linda E
Kühl, Tabea
Khaw, Kay-Tee
Khusnutdinova, Elza
Kibel, Adam S
Kiemeney, Lambertus A
Kim, Jeri
Kjaer, Susanne K
Knight, Julia A
Kogevinas, Manolis
Kote-Jarai, Zsofia
Koutros, Stella
Kristensen, Vessela N
Kupryjanczyk, Jolanta
Lacko, Martin
Lam, Stephan
Lambrechts, Diether
Landi, Maria Teresa
Lazarus, Philip
Le, Nhu D
Lee, Eunjung
Lejbkowicz, Flavio
Lenz, Heinz-Josef
Leslie, Goska
Lessel, Davor
Lester, Jenny
Levine, Douglas A
Li, Li
Li, Christopher I
Lindblom, Annika
Lindor, Noralane M
Liu, Geoffrey
Loupakis, Fotios
Lubiński, Jan
Maehle, Lovise
Maier, Christiane
Mannermaa, Arto
Marchand, Loic Le
Margolin, Sara
May, Taymaa
McGuffog, Lesley
Meindl, Alfons
Middha, Pooja
Miller, Austin
Milne, Roger L
MacInnis, Robert J
Modugno, Francesmary
Montagna, Marco
Moreno, Victor
Moysich, Kirsten B
Mucci, Lorelei
Muir, Kenneth
Mulligan, Anna Marie
Nathanson, Katherine L
Neal, David E
Ness, Andrew R
Neuhausen, Susan L
Nevanlinna, Heli
Newcomb, Polly A
Newcomb, Lisa F
Nielsen, Finn Cilius
Nikitina-Zake, Liene
Nordestgaard, Børge G
Nussbaum, Robert L
Offit, Kenneth
Olah, Edith
Olama, Ali Amin Al
Olopade, Olufunmilayo I
Olshan, Andrew F
Olsson, Håkan
Osorio, Ana
Pandha, Hardev
Park, Jong Y
Pashayan, Nora
Parsons, Michael T
Pejovic, Tanja
Penney, Kathryn L
Peters, Wilbert H M
Phelan, Catherine M
Phipps, Amanda I
Plaseska-Karanfilska, Dijana
Pring, Miranda
Prokofyeva, Darya
Radice, Paolo
Stefansson, Kari
Ramus, Susan J
Raskin, Leon
Rennert, Gad
Rennert, Hedy S
van Rensburg, Elizabeth J
Riggan, Marjorie J
Risch, Harvey A
Risch, Angela
Roobol, Monique J
Rosenstein, Barry S
Rossing, Mary Anne
De Ruyck, Kim
Saloustros, Emmanouil
Sandler, Dale P
Sawyer, Elinor J
Schabath, Matthew B
Schleutker, Johanna
Schmidt, Marjanka K
Setiawan, V Wendy
Shen, Hongbing
Siegel, Erin M
Sieh, Weiva
Singer, Christian F
Slattery, Martha L
Sorensen, Karina Dalsgaard
Southey, Melissa C
Spurdle, Amanda B
Stanford, Janet L
Stevens, Victoria L
Stintzing, Sebastian
Stone, Jennifer
Sundfeldt, Karin
Sutphen, Rebecca
Swerdlow, Anthony J
Tajara, Eloiza H
Tangen, Catherine M
Tardon, Adonina
Taylor, Jack A
Teare, M Dawn
Teixeira, Manuel R
Terry, Mary Beth
Terry, Kathryn L
Thibodeau, Stephen N
Thomassen, Mads
Bjørge, Line
Tischkowitz, Marc
Toland, Amanda E
Torres, Diana
Townsend, Paul A
Travis, Ruth C
Tung, Nadine
Tworoger, Shelley S
Ulrich, Cornelia M
Usmani, Nawaid
Vachon, Celine M
Van Nieuwenhuysen, Els
Vega, Ana
Aguado-Barrera, Miguel Elías
Wang, Qin
Webb, Penelope M
Weinberg, Clarice R
Weinstein, Stephanie
Weissler, Mark C
Weitzel, Jeffrey N
West, Catharine M L
White, Emily
Whittemore, Alice S
Wichmann, H-Erich
Wiklund, Fredrik
Winqvist, Robert
Wolk, Alicja
Woll, Penella
Woods, Michael
Wu, Anna H
Wu, Xifeng
Yannoukakos, Drakoulis
Zheng, Wei
Zienolddiny, Shanbeh
Ziogas, Argyrios
Zorn, Kristin K
Lane, Jacqueline M
Saxena, Richa
Thomas, Duncan
Hung, Rayjean J
Diergaarde, Brenda
McKay, James
Peters, Ulrike
Hsu, Li
García-Closas, Montserrat
Eeles, Rosalind A
Chenevix-Trench, Georgia
Brennan, Paul J
Haiman, Christopher A
Simard, Jacques
Easton, Douglas F
Gruber, Stephen B
Pharoah, Paul D P
Price, Alkes L
Pasaniuc, Bogdan
Amos, Christopher I
Kraft, Peter
Lindström, Sara
Jiang, Xia
Finucane, Hilary K
Schumacher, Fredrick R
Schmit, Stephanie L
Tyrer, Jonathan P
Han, Younghun
Michailidou, Kyriaki
Lesseur, Corina
Kuchenbaecker, Karoline B
Dennis, Joe
Conti, David V
Casey, Graham
Gaudet, Mia M
Huyghe, Jeroen R
Albanes, Demetrius
Aldrich, Melinda C
Andrew, Angeline S
Andrulis, Irene L
Anton-Culver, Hoda
Antoniou, Antonis C
Antonenkova, Natalia N
Arnold, Susanne M
Aronson, Kristan J
Arun, Banu K
Bandera, Elisa V
Barkardottir, Rosa B
Barnes, Daniel R
Batra, Jyotsna
Beckmann, Matthias W
Benitez, Javier
Benlloch, Sara
Berchuck, Andrew
Berndt, Sonja I
Bickeböller, Heike
Bien, Stephanie A
Blomqvist, Carl
Boccia, Stefania
Bogdanova, Natalia V
Bojesen, Stig E
Bolla, Manjeet K
Brauch, Hiltrud
Brenner, Hermann
Brenton, James D
Brook, Mark N
Brunet, Joan
Brunnström, Hans
Buchanan, Daniel D
Burwinkel, Barbara
Butzow, Ralf
Cadoni, Gabriella
Caldés, Trinidad
Caligo, Maria A
Campbell, Ian
Campbell, Peter T
Cancel-Tassin, Géraldine
Cannon-Albright, Lisa
Campa, Daniele
Caporaso, Neil
Carvalho, André L
Chan, Andrew T
Chang-Claude, Jenny
Chanock, Stephen J
Chen, Chu
Christiani, David C
Claes, Kathleen B M
Claessens, Frank
Clements, Judith
Collée, J Margriet
Correa, Marcia Cruz
Couch, Fergus J
Cox, Angela
Cunningham, Julie M
Cybulski, Cezary
Czene, Kamila
Daly, Mary B
deFazio, Anna
Devilee, Peter
Diez, Orland
Gago-Dominguez, Manuela
Donovan, Jenny L
Dörk, Thilo
Duell, Eric J
Dunning, Alison M
Dwek, Miriam
Eccles, Diana M
Edlund, Christopher K
Edwards, Digna R Velez
Ellberg, Carolina
Evans, D Gareth
Fasching, Peter A
Ferris, Robert L
Liloglou, Triantafillos
Figueiredo, Jane C
Fletcher, Olivia
Fortner, Renée T
Fostira, Florentia
Franceschi, Silvia
Friedman, Eitan
Gallinger, Steven J
Ganz, Patricia A
Garber, Judy
García-Sáenz, José A
Gayther, Simon A
Giles, Graham G
Godwin, Andrew K
Goldberg, Mark S
Goldgar, David E
Goode, Ellen L
Goodman, Marc T
Goodman, Gary
Grankvist, Kjell
Greene, Mark H
Gronberg, Henrik
Gronwald, Jacek
Guénel, Pascal
Håkansson, Niclas
Hall, Per
Hamann, Ute
Hamdy, Freddie C
Hamilton, Robert J
Hampe, Jochen
Haugen, Aage
Heitz, Florian
Herrero, Rolando
Hillemanns, Peter
Hoffmeister, Michael
Høgdall, Estrid
Hong, Yun-Chul
Hopper, John L
Houlston, Richard
Hulick, Peter J
Hunter, David J
Huntsman, David G
Idos, Gregory
Imyanitov, Evgeny N
Ingles, Sue Ann
Isaacs, Claudine
Jakubowska, Anna
James, Paul
Jenkins, Mark A
Johansson, Mattias
Johansson, Mikael
John, Esther M
Joshi, Amit D
Kaneva, Radka
Karlan, Beth Y
Kelemen, Linda E
Kühl, Tabea
Khaw, Kay-Tee
Khusnutdinova, Elza
Kibel, Adam S
Kiemeney, Lambertus A
Kim, Jeri
Kjaer, Susanne K
Knight, Julia A
Kogevinas, Manolis
Kote-Jarai, Zsofia
Koutros, Stella
Kristensen, Vessela N
Kupryjanczyk, Jolanta
Lacko, Martin
Lam, Stephan
Lambrechts, Diether
Landi, Maria Teresa
Lazarus, Philip
Le, Nhu D
Lee, Eunjung
Lejbkowicz, Flavio
Lenz, Heinz-Josef
Leslie, Goska
Lessel, Davor
Lester, Jenny
Levine, Douglas A
Li, Li
Li, Christopher I
Lindblom, Annika
Lindor, Noralane M
Liu, Geoffrey
Loupakis, Fotios
Lubiński, Jan
Maehle, Lovise
Maier, Christiane
Mannermaa, Arto
Marchand, Loic Le
Margolin, Sara
May, Taymaa
McGuffog, Lesley
Meindl, Alfons
Middha, Pooja
Miller, Austin
Milne, Roger L
MacInnis, Robert J
Modugno, Francesmary
Montagna, Marco
Moreno, Victor
Moysich, Kirsten B
Mucci, Lorelei
Muir, Kenneth
Mulligan, Anna Marie
Nathanson, Katherine L
Neal, David E
Ness, Andrew R
Neuhausen, Susan L
Nevanlinna, Heli
Newcomb, Polly A
Newcomb, Lisa F
Nielsen, Finn Cilius
Nikitina-Zake, Liene
Nordestgaard, Børge G
Nussbaum, Robert L
Offit, Kenneth
Olah, Edith
Olama, Ali Amin Al
Olopade, Olufunmilayo I
Olshan, Andrew F
Olsson, Håkan
Osorio, Ana
Pandha, Hardev
Park, Jong Y
Pashayan, Nora
Parsons, Michael T
Pejovic, Tanja
Penney, Kathryn L
Peters, Wilbert H M
Phelan, Catherine M
Phipps, Amanda I
Plaseska-Karanfilska, Dijana
Pring, Miranda
Prokofyeva, Darya
Radice, Paolo
Stefansson, Kari
Ramus, Susan J
Raskin, Leon
Rennert, Gad
Rennert, Hedy S
van Rensburg, Elizabeth J
Riggan, Marjorie J
Risch, Harvey A
Risch, Angela
Roobol, Monique J
Rosenstein, Barry S
Rossing, Mary Anne
De Ruyck, Kim
Saloustros, Emmanouil
Sandler, Dale P
Sawyer, Elinor J
Schabath, Matthew B
Schleutker, Johanna
Schmidt, Marjanka K
Setiawan, V Wendy
Shen, Hongbing
Siegel, Erin M
Sieh, Weiva
Singer, Christian F
Slattery, Martha L
Sorensen, Karina Dalsgaard
Southey, Melissa C
Spurdle, Amanda B
Stanford, Janet L
Stevens, Victoria L
Stintzing, Sebastian
Stone, Jennifer
Sundfeldt, Karin
Sutphen, Rebecca
Swerdlow, Anthony J
Tajara, Eloiza H
Tangen, Catherine M
Tardon, Adonina
Taylor, Jack A
Teare, M Dawn
Teixeira, Manuel R
Terry, Mary Beth
Terry, Kathryn L
Thibodeau, Stephen N
Thomassen, Mads
Bjørge, Line
Tischkowitz, Marc
Toland, Amanda E
Torres, Diana
Townsend, Paul A
Travis, Ruth C
Tung, Nadine
Tworoger, Shelley S
Ulrich, Cornelia M
Usmani, Nawaid
Vachon, Celine M
Van Nieuwenhuysen, Els
Vega, Ana
Aguado-Barrera, Miguel Elías
Wang, Qin
Webb, Penelope M
Weinberg, Clarice R
Weinstein, Stephanie
Weissler, Mark C
Weitzel, Jeffrey N
West, Catharine M L
White, Emily
Whittemore, Alice S
Wichmann, H-Erich
Wiklund, Fredrik
Winqvist, Robert
Wolk, Alicja
Woll, Penella
Woods, Michael
Wu, Anna H
Wu, Xifeng
Yannoukakos, Drakoulis
Zheng, Wei
Zienolddiny, Shanbeh
Ziogas, Argyrios
Zorn, Kristin K
Lane, Jacqueline M
Saxena, Richa
Thomas, Duncan
Hung, Rayjean J
Diergaarde, Brenda
McKay, James
Peters, Ulrike
Hsu, Li
García-Closas, Montserrat
Eeles, Rosalind A
Chenevix-Trench, Georgia
Brennan, Paul J
Haiman, Christopher A
Simard, Jacques
Easton, Douglas F
Gruber, Stephen B
Pharoah, Paul D P
Price, Alkes L
Pasaniuc, Bogdan
Amos, Christopher I
Kraft, Peter
Lindström, Sara
Source :
Jiang , X , Finucane , H K , Schumacher , F R , Schmit , S L , Tyrer , J P , Han , Y , Michailidou , K , Lesseur , C , Kuchenbaecker , K B , Dennis , J , Conti , D V , Casey , G , Gaudet , M M , Huyghe , J R , Albanes , D , Aldrich , M C , Andrew , A S , Andrulis , I L , Anton-Culver , H , Antoniou , A C , Antonenkova , N N , Arnold , S M , Aronson , K J , Arun , B K , Bandera , E V , Barkardottir , R B , Barnes , D R , Batra , J , Beckmann , M W , Benitez , J , Benlloch , S , Berchuck , A , Berndt , S I , Bickeböller , H , Bien , S A , Blomqvist , C , Boccia , S , Bogdanova , N V , Bojesen , S E , Bolla , M K , Brauch , H , Brenner , H , Brenton , J D , Brook , M N , Brunet , J , Brunnström , H , Buchanan , D D , Burwinkel , B , Butzow , R , Cadoni , G , Caldés , T , Caligo , M A , Campbell , I , Campbell , P T , Cancel-Tassin , G , Cannon-Albright , L , Campa , D , Caporaso , N , Carvalho , A L , Chan , A T , Chang-Claude , J , Chanock , S J , Chen , C , Christiani , D C , Claes , K B M , Claessens , F , Clements , J , Collée , J M , Correa , M C , Couch , F J , Cox , A , Cunningham , J M , Cybulski , C , Czene , K , Daly , M B , deFazio , A , Devilee , P , Diez , O , Gago-Dominguez , M , Donovan , J L , Dörk , T , Duell , E J , Dunning , A M , Dwek , M , Eccles , D M , Edlund , C K , Edwards , D R V , Ellberg , C , Evans , D G , Fasching , P A , Ferris , R L , Liloglou , T , Figueiredo , J C , Fletcher , O , Fortner , R T , Fostira , F , Franceschi , S , Friedman , E , Gallinger , S J , Ganz , P A , Garber , J , García-Sáenz , J A , Gayther , S A , Giles , G G , Godwin , A K , Goldberg , M S , Goldgar , D E , Goode , E L , Goodman , M T , Goodman , G , Grankvist , K , Greene , M H , Gronberg , H , Gronwald , J , Guénel , P , Håkansson , N , Hall , P , Hamann , U , Hamdy , F C , Hamilton , R J , Hampe , J , Haugen , A , Heitz , F , Herrero , R , Hillemanns , P , Hoffmeister , M , Høgdall , E , Hong , Y-C , Hopper , J L , Houlston , R , Hulick , P J , Hunter , D J
Publication Year :
2019

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.

Details

Database :
OAIster
Journal :
Jiang , X , Finucane , H K , Schumacher , F R , Schmit , S L , Tyrer , J P , Han , Y , Michailidou , K , Lesseur , C , Kuchenbaecker , K B , Dennis , J , Conti , D V , Casey , G , Gaudet , M M , Huyghe , J R , Albanes , D , Aldrich , M C , Andrew , A S , Andrulis , I L , Anton-Culver , H , Antoniou , A C , Antonenkova , N N , Arnold , S M , Aronson , K J , Arun , B K , Bandera , E V , Barkardottir , R B , Barnes , D R , Batra , J , Beckmann , M W , Benitez , J , Benlloch , S , Berchuck , A , Berndt , S I , Bickeböller , H , Bien , S A , Blomqvist , C , Boccia , S , Bogdanova , N V , Bojesen , S E , Bolla , M K , Brauch , H , Brenner , H , Brenton , J D , Brook , M N , Brunet , J , Brunnström , H , Buchanan , D D , Burwinkel , B , Butzow , R , Cadoni , G , Caldés , T , Caligo , M A , Campbell , I , Campbell , P T , Cancel-Tassin , G , Cannon-Albright , L , Campa , D , Caporaso , N , Carvalho , A L , Chan , A T , Chang-Claude , J , Chanock , S J , Chen , C , Christiani , D C , Claes , K B M , Claessens , F , Clements , J , Collée , J M , Correa , M C , Couch , F J , Cox , A , Cunningham , J M , Cybulski , C , Czene , K , Daly , M B , deFazio , A , Devilee , P , Diez , O , Gago-Dominguez , M , Donovan , J L , Dörk , T , Duell , E J , Dunning , A M , Dwek , M , Eccles , D M , Edlund , C K , Edwards , D R V , Ellberg , C , Evans , D G , Fasching , P A , Ferris , R L , Liloglou , T , Figueiredo , J C , Fletcher , O , Fortner , R T , Fostira , F , Franceschi , S , Friedman , E , Gallinger , S J , Ganz , P A , Garber , J , García-Sáenz , J A , Gayther , S A , Giles , G G , Godwin , A K , Goldberg , M S , Goldgar , D E , Goode , E L , Goodman , M T , Goodman , G , Grankvist , K , Greene , M H , Gronberg , H , Gronwald , J , Guénel , P , Håkansson , N , Hall , P , Hamann , U , Hamdy , F C , Hamilton , R J , Hampe , J , Haugen , A , Heitz , F , Herrero , R , Hillemanns , P , Hoffmeister , M , Høgdall , E , Hong , Y-C , Hopper , J L , Houlston , R , Hulick , P J , Hunter , D J
Notes :
application/pdf, English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1153677984
Document Type :
Electronic Resource