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2. A genomic approach to therapeutic target validation identifies a glucose-lowering GLP1R variant protective for coronary heart disease
- Author
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Scott, R.A. (Robert), Freitag, C.M. (Christine), Li, L. (Li), Chu, A.Y. (Audrey), Surendran, P. (Praveen), Young, R. (Robin), Grarup, N. (Niels), Stancáková, A. (Alena), Chen, Y. (Yuning), Varga, T.V. (Tibor V.), Yaghootkar, H. (Hanieh), Luan, J. (Jian'An), Zhao, J.H. (Jing Hua), Willems, S.M. (Sara), Wessel, J. (Jennifer), Wang, S. (Shuai), Maruthur, N.M. (Nisa M), Michailidou, K. (Kyriaki), Pirie, A. (Ailith), Lee, S.J. (Sven) van der, Gillson, C.J. (Christopher), Al Olama, A.A. (Ali Amin), Amouyel, P. (Philippe), Arriola, L. (Larraitz), Arveiler, D. (Dominique), Aviles-Olmos, I. (Iciar), Balkau, B. (Beverley), Barricarte, A. (Aurelio), Barroso, I.E. (Inês), Garcia, S.B. (Sara Benlloch), Bis, J.C. (Joshua), Blankenberg, S. (Stefan), Boehnke, M. (Michael), Boeing, H. (Heiner), Boerwinkle, E.A. (Eric), Borecki, I.B. (Ingrid), Bork-Jensen, J. (Jette), Bowden, S. (Sarah), Caldas, C. (Carlos), Caslake, M. (Muriel), Cupples, L.A. (Adrienne), Cruchaga, C. (Carlos), Czajkowski, J. (Jacek), Hoed, M. (Marcel) den, Dunn, J.A. (Janet A.), Earl, H. (Helena), Ehret, G.B. (Georg), Ferrannini, E. (Ele), Ferrieres, J. (Jean), Foltynie, T. (Thomas), Ford, I. (Ian), Forouhi, N.G. (Nita), Gianfagna, F. (Francesco), Gonzalez, C. (Carlos), Grioni, S. (Sara), Hiller, L. (Louise), Jansson, J.H., Jørgensen, M.E. (Marit E.), Jukema, J.W. (Jan Wouter), Kaaks, R. (Rudolf), Kee, F. (Frank), Kerrison, N.D. (Nicola D.), Key, T. (Tim), Kontto, J. (Jukka), Kote-Jarai, Z., Kraja, A. (Aldi), Kuulasmaa, K. (Kari), Kuusisto, J. (Johanna), Linneberg, A. (Allan), Liu, C. (Chunyu), Marenne, G. (Gaëlle), Mohlke, K.L. (Karen), Morris, A.P. (Andrew), Muir, K.R. (K.), Müller-Nurasyid, M. (Martina), Munroe, P. (Patricia), Navarro, C. (Carmen), Nielsen, S.F. (Sune), Nilsson, P. (Peter), Nordestgaard, B.G. (Børge), Packard, C.J. (Chris J.), Palli, D. (Domenico), Panico, S. (Salvatore), Peloso, G.M. (Gina), Perola, M. (Markus), Peters, A. (Annette), Poole, C.J. (Christopher J.), Quirós, J.R., Rolandsson, O. (Olov), Sacerdote, C. (Carlotta), Salomaa, V. (Veikko), Sánchez, M.-J. (María-José), Sattar, N. (Naveed), Sharp, S.J. (Stephen), Sims, R. (Rebecca), Slimani, N. (Nadia), Smith, J.A. (Jennifer A), Thompson, D. (Deborah), Trompet, S. (Stella), Tumino, R. (Rosario), Van Der A, D.L. (Daphne L.), Schouw, Y.T. (Yvonne) van der, Virtamo, J. (Jarmo), Walker, M. (Mark), Walter, K. (Klaudia), Abraham, J.E. (Jean E.), Amundadottir, L.T. (Laufey T.), Butterworth, A.S. (Adam), Aponte, J.L. (Jennifer L), Dupuis, J. (Josée), Easton, D.F. (Douglas F.), Eeles, R. (Rosalind), Erdmann, J. (Jeanette), Franks, P.W. (Paul), Frayling, T.M. (Timothy), Hansen, T. (T.), Howson, J.M.M. (Joanna M.M.), Jorgensen, T. (Torben), Kooner, J.S. (Jaspal S.), Laakso, M. (Markku), McCarthy, M.I. (Mark), Pankow, J.S. (James), Pedersen, O. (Oluf), Riboli, E. (Elio), Rotter, J.I. (Jerome I.), Saleheen, D. (Danish), Samani, N.J. (Nilesh), Schunkert, H. (Heribert), Vollenweider, P. (Peter), O'Rahilly, S. (Stephen), Deloukas, P. (Panagiotis), Danesh, J. (John), Goodarzi, M. (Mark), Kathiresan, S. (Sekar), Meigs, J.B. (James), Ehm, M.G. (Margaret G), Wareham, N.J. (Nick), Waterworth, D. (Dawn), Scott, R.A. (Robert), Freitag, C.M. (Christine), Li, L. (Li), Chu, A.Y. (Audrey), Surendran, P. (Praveen), Young, R. (Robin), Grarup, N. (Niels), Stancáková, A. (Alena), Chen, Y. (Yuning), Varga, T.V. (Tibor V.), Yaghootkar, H. (Hanieh), Luan, J. (Jian'An), Zhao, J.H. (Jing Hua), Willems, S.M. (Sara), Wessel, J. (Jennifer), Wang, S. (Shuai), Maruthur, N.M. (Nisa M), Michailidou, K. (Kyriaki), Pirie, A. (Ailith), Lee, S.J. (Sven) van der, Gillson, C.J. (Christopher), Al Olama, A.A. (Ali Amin), Amouyel, P. (Philippe), Arriola, L. (Larraitz), Arveiler, D. (Dominique), Aviles-Olmos, I. (Iciar), Balkau, B. (Beverley), Barricarte, A. (Aurelio), Barroso, I.E. (Inês), Garcia, S.B. (Sara Benlloch), Bis, J.C. (Joshua), Blankenberg, S. (Stefan), Boehnke, M. (Michael), Boeing, H. (Heiner), Boerwinkle, E.A. (Eric), Borecki, I.B. (Ingrid), Bork-Jensen, J. (Jette), Bowden, S. (Sarah), Caldas, C. (Carlos), Caslake, M. (Muriel), Cupples, L.A. (Adrienne), Cruchaga, C. (Carlos), Czajkowski, J. (Jacek), Hoed, M. (Marcel) den, Dunn, J.A. (Janet A.), Earl, H. (Helena), Ehret, G.B. (Georg), Ferrannini, E. (Ele), Ferrieres, J. (Jean), Foltynie, T. (Thomas), Ford, I. (Ian), Forouhi, N.G. (Nita), Gianfagna, F. (Francesco), Gonzalez, C. (Carlos), Grioni, S. (Sara), Hiller, L. (Louise), Jansson, J.H., Jørgensen, M.E. (Marit E.), Jukema, J.W. (Jan Wouter), Kaaks, R. (Rudolf), Kee, F. (Frank), Kerrison, N.D. (Nicola D.), Key, T. (Tim), Kontto, J. (Jukka), Kote-Jarai, Z., Kraja, A. (Aldi), Kuulasmaa, K. (Kari), Kuusisto, J. (Johanna), Linneberg, A. (Allan), Liu, C. (Chunyu), Marenne, G. (Gaëlle), Mohlke, K.L. (Karen), Morris, A.P. (Andrew), Muir, K.R. (K.), Müller-Nurasyid, M. (Martina), Munroe, P. (Patricia), Navarro, C. (Carmen), Nielsen, S.F. (Sune), Nilsson, P. (Peter), Nordestgaard, B.G. (Børge), Packard, C.J. (Chris J.), Palli, D. (Domenico), Panico, S. (Salvatore), Peloso, G.M. (Gina), Perola, M. (Markus), Peters, A. (Annette), Poole, C.J. (Christopher J.), Quirós, J.R., Rolandsson, O. (Olov), Sacerdote, C. (Carlotta), Salomaa, V. (Veikko), Sánchez, M.-J. (María-José), Sattar, N. (Naveed), Sharp, S.J. (Stephen), Sims, R. (Rebecca), Slimani, N. (Nadia), Smith, J.A. (Jennifer A), Thompson, D. (Deborah), Trompet, S. (Stella), Tumino, R. (Rosario), Van Der A, D.L. (Daphne L.), Schouw, Y.T. (Yvonne) van der, Virtamo, J. (Jarmo), Walker, M. (Mark), Walter, K. (Klaudia), Abraham, J.E. (Jean E.), Amundadottir, L.T. (Laufey T.), Butterworth, A.S. (Adam), Aponte, J.L. (Jennifer L), Dupuis, J. (Josée), Easton, D.F. (Douglas F.), Eeles, R. (Rosalind), Erdmann, J. (Jeanette), Franks, P.W. (Paul), Frayling, T.M. (Timothy), Hansen, T. (T.), Howson, J.M.M. (Joanna M.M.), Jorgensen, T. (Torben), Kooner, J.S. (Jaspal S.), Laakso, M. (Markku), McCarthy, M.I. (Mark), Pankow, J.S. (James), Pedersen, O. (Oluf), Riboli, E. (Elio), Rotter, J.I. (Jerome I.), Saleheen, D. (Danish), Samani, N.J. (Nilesh), Schunkert, H. (Heribert), Vollenweider, P. (Peter), O'Rahilly, S. (Stephen), Deloukas, P. (Panagiotis), Danesh, J. (John), Goodarzi, M. (Mark), Kathiresan, S. (Sekar), Meigs, J.B. (James), Ehm, M.G. (Margaret G), Wareham, N.J. (Nick), and Waterworth, D. (Dawn)
- Abstract
Regulatory authorities have indicated that new drugs to treat type 2 diabetes (T2D) should not be associated with an unacceptable increase in cardiovascular risk. Human genetics may be able to guide development of antidiabetic therapies by predicting cardiovascular and other health endpoints. We therefore investigated the association of variants in six genes that encode drug targets for obesity or T2D with a range of metabolic traits in up to 11, 806 individuals by targeted exome sequencing and follow-up in 39, 979 individuals by targeted genotyping, with additional in silico follow-up in consortia. We used these data to first compare associations of variants in genes encoding drug targets with the effects of pharmacological manipulation of those targets in clinical trials. We then tested the association of those variants with disease outcomes, including coronary heart disease, to predict cardiovascular safety of these agents. A low-frequency missense variant (Ala316Thr; rs10305492) in the gene encoding glucagon-like peptide-1 receptor (GLP1R), the target of GLP1R agonists, was associated with lower fasting glucose and T2D risk, consistent with GLP1R agonist therapies. The minor allele was also associated with protection against heart disease, thus providing evidence that GLP1R agonists are not likely to be associated with an unacceptable increase in cardiovascular risk. Our results provide an encouraging signal that these agents may be associated with benefit, a question currently being addressed in randomized controlled trials. Genetic variants associated with metabolic traits and multiple disease outcomes can be used to validate therapeutic targets at an early stage in the drug development process.
- Published
- 2016
- Full Text
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3. Identification of novel genetic markers of breast cancer survival
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Guo, Q. (Qi), Schmidt, M.K. (Marjanka), Kraft, P. (Peter), Canisius, S. (Sander), Chen, C. (Constance), Khan, S. (Sofia), Tyrer, J.P. (Jonathan), Bolla, M.K. (Manjeet), Wang, Q. (Qing), Dennis, J. (Joe), Michailidou, K. (Kyriaki), Lush, M. (Michael), Kar, S. (Siddhartha), Beesley, J. (Jonathan), Dunning, A.M. (Alison), Shah, M. (Mitul), Czene, K. (Kamila), Darabi, H. (Hatef), Eriksson, M. (Mikael), Lambrechts, D. (Diether), Weltens, C. (Caroline), Leunen, K., Bojesen, S.E. (Stig), Nordestgaard, B.G. (Børge), Nielsen, S.F. (Sune), Flyger, H. (Henrik), Chang-Claude, J. (Jenny), Rudolph, A. (Anja), Seibold, P. (Petra), Flesch-Janys, D. (Dieter), Blomqvist, C. (Carl), Aittomäki, K. (Kristiina), Fagerholm, R. (Rainer), Muranen, T.A. (Taru), Couch, F.J. (Fergus), Olson, J.E. (Janet), Vachon, C. (Celine), Andrulis, I.L. (Irene), Knight, J.A. (Julia), Glendon, G. (Gord), Mulligan, A.-M. (Anna-Marie), Broeks, A. (Annegien), Hogervorst, F.B.L. (Frans), Haiman, C.A. (Christopher), Henderson, B.E. (Brian), Schumacher, F.R. (Fredrick), Le Marchand, L. (Loic), Hopper, J. (John), Tsimiklis, H. (Helen), Apicella, C. (Carmel), Southey, M.C. (Melissa), Cox, A. (Angela), Cross, S.S. (Simon), Reed, M.W.R. (Malcolm), Giles, G.G. (Graham G.), Milne, R.L. (Roger L.), McLean, C.A. (Catriona Ann), Winqvist, R. (Robert), Pykäs, K. (Katri), Jukkola-Vuorinen, A. (Arja), Grip, M. (Mervi), Hooning, M.J. (Maartje), Hollestelle, A. (Antoinette), Martens, J.W.M. (John W. M.), Ouweland, A.M.W. (Ans) van den, Marme, F. (Federick), Schneeweiss, A. (Andreas), Yang, R. (Rongxi), Burwinkel, B. (Barbara), Figueroa, J.D. (Jonine), Chanock, S.J. (Stephen), Lissowska, J. (Jolanta), Sawyer, E.J. (Elinor), Tomlinson, I.P. (Ian), Kerin, M. (Michael), Miller, N. (Nicola), Brenner, H. (Hermann), Dieffenbach, A.K. (Aida Karina), Arndt, V. (Volker), Holleczek, B. (B.), Mannermaa, A. (Arto), Kataja, V. (Vesa), Kosma, V-M. (Veli-Matti), Hartikainen, J.M. (J.), Li, J. (Jingmei), Brand, J.S. (Judith S.), Humphreys, M.K. (Manjeet), Devilee, P. (Peter), Tollenaar, R.A.E.M. (Rob), Seynaeve, C.M. (Caroline), Radice, P. (Paolo), Peterlongo, P. (Paolo), Bonnani, B. (Bernardo), Mariani, P. (Paolo), Fasching, P.A. (Peter), Beckmann, M.W. (Matthias), Hein, R. (Rebecca), Ekici, A.B. (Arif), Chenevix-Trench, G. (Georgia), Balleine, R. (Rosemary), Phillips, K.-A. (Kelly-Anne), Benítez, J. (Javier), Zamora, M.P. (Pilar), Arias Pérez, J.I. (José Ignacio), Menéndez, P. (Primitiva), Jakubowska, A. (Anna), Lubinski, J. (Jan), Jaworska-Bieniek, K. (Katarzyna), Durda, K. (Katarzyna), Hamann, U. (Ute), Kabisch, M. (Maria), Ulmer, H.U. (Hans), Rud̈iger, T. (Thomas), Margolin, S. (Sara), Kristensen, V. (Vessela), Nord, S. (Silje), Evans, D.G. (Gareth), Abraham, J. (Jean), Earl, H. (Helena), Hiller, L. (Louise), Dunn, J.A. (J.), Bowden, S. (Sarah), Berg, C.D. (Christine), Campa, D. (Daniele), Diver, W.R. (Ryan), Gapstur, S.M. (Susan M.), Gaudet, M.M. (Mia), Hankinson, S.E. (Susan), Hoover, R.N. (Robert), Hüsing, A. (Anika), Kaaks, R. (Rudolf), Machiela, M.J. (Mitchell J.), Willett, W.C. (Walter C.), Barrdahl, M. (Myrto), Canzian, F. (Federico), Chin, S.-F. (Suet-Feung), Caldas, C. (Carlos), Hunter, D. (David), Lindstrom, S. (Stephen), García-Closas, M. (Montserrat), Hall, P. (Per), Easton, D.F. (Douglas), Eccles, D. (Diana), Rahman, N. (Nazneen), Nevanlinna, H. (Heli), Pharoah, P.D.P. (Paul), Guo, Q. (Qi), Schmidt, M.K. (Marjanka), Kraft, P. (Peter), Canisius, S. (Sander), Chen, C. (Constance), Khan, S. (Sofia), Tyrer, J.P. (Jonathan), Bolla, M.K. (Manjeet), Wang, Q. (Qing), Dennis, J. (Joe), Michailidou, K. (Kyriaki), Lush, M. (Michael), Kar, S. (Siddhartha), Beesley, J. (Jonathan), Dunning, A.M. (Alison), Shah, M. (Mitul), Czene, K. (Kamila), Darabi, H. (Hatef), Eriksson, M. (Mikael), Lambrechts, D. (Diether), Weltens, C. (Caroline), Leunen, K., Bojesen, S.E. (Stig), Nordestgaard, B.G. (Børge), Nielsen, S.F. (Sune), Flyger, H. (Henrik), Chang-Claude, J. (Jenny), Rudolph, A. (Anja), Seibold, P. (Petra), Flesch-Janys, D. (Dieter), Blomqvist, C. (Carl), Aittomäki, K. (Kristiina), Fagerholm, R. (Rainer), Muranen, T.A. (Taru), Couch, F.J. (Fergus), Olson, J.E. (Janet), Vachon, C. (Celine), Andrulis, I.L. (Irene), Knight, J.A. (Julia), Glendon, G. (Gord), Mulligan, A.-M. (Anna-Marie), Broeks, A. (Annegien), Hogervorst, F.B.L. (Frans), Haiman, C.A. (Christopher), Henderson, B.E. (Brian), Schumacher, F.R. (Fredrick), Le Marchand, L. (Loic), Hopper, J. (John), Tsimiklis, H. (Helen), Apicella, C. (Carmel), Southey, M.C. (Melissa), Cox, A. (Angela), Cross, S.S. (Simon), Reed, M.W.R. (Malcolm), Giles, G.G. (Graham G.), Milne, R.L. (Roger L.), McLean, C.A. (Catriona Ann), Winqvist, R. (Robert), Pykäs, K. (Katri), Jukkola-Vuorinen, A. (Arja), Grip, M. (Mervi), Hooning, M.J. (Maartje), Hollestelle, A. (Antoinette), Martens, J.W.M. (John W. M.), Ouweland, A.M.W. (Ans) van den, Marme, F. (Federick), Schneeweiss, A. (Andreas), Yang, R. (Rongxi), Burwinkel, B. (Barbara), Figueroa, J.D. (Jonine), Chanock, S.J. (Stephen), Lissowska, J. (Jolanta), Sawyer, E.J. (Elinor), Tomlinson, I.P. (Ian), Kerin, M. (Michael), Miller, N. (Nicola), Brenner, H. (Hermann), Dieffenbach, A.K. (Aida Karina), Arndt, V. (Volker), Holleczek, B. (B.), Mannermaa, A. (Arto), Kataja, V. (Vesa), Kosma, V-M. (Veli-Matti), Hartikainen, J.M. (J.), Li, J. (Jingmei), Brand, J.S. (Judith S.), Humphreys, M.K. (Manjeet), Devilee, P. (Peter), Tollenaar, R.A.E.M. (Rob), Seynaeve, C.M. (Caroline), Radice, P. (Paolo), Peterlongo, P. (Paolo), Bonnani, B. (Bernardo), Mariani, P. (Paolo), Fasching, P.A. (Peter), Beckmann, M.W. (Matthias), Hein, R. (Rebecca), Ekici, A.B. (Arif), Chenevix-Trench, G. (Georgia), Balleine, R. (Rosemary), Phillips, K.-A. (Kelly-Anne), Benítez, J. (Javier), Zamora, M.P. (Pilar), Arias Pérez, J.I. (José Ignacio), Menéndez, P. (Primitiva), Jakubowska, A. (Anna), Lubinski, J. (Jan), Jaworska-Bieniek, K. (Katarzyna), Durda, K. (Katarzyna), Hamann, U. (Ute), Kabisch, M. (Maria), Ulmer, H.U. (Hans), Rud̈iger, T. (Thomas), Margolin, S. (Sara), Kristensen, V. (Vessela), Nord, S. (Silje), Evans, D.G. (Gareth), Abraham, J. (Jean), Earl, H. (Helena), Hiller, L. (Louise), Dunn, J.A. (J.), Bowden, S. (Sarah), Berg, C.D. (Christine), Campa, D. (Daniele), Diver, W.R. (Ryan), Gapstur, S.M. (Susan M.), Gaudet, M.M. (Mia), Hankinson, S.E. (Susan), Hoover, R.N. (Robert), Hüsing, A. (Anika), Kaaks, R. (Rudolf), Machiela, M.J. (Mitchell J.), Willett, W.C. (Walter C.), Barrdahl, M. (Myrto), Canzian, F. (Federico), Chin, S.-F. (Suet-Feung), Caldas, C. (Carlos), Hunter, D. (David), Lindstrom, S. (Stephen), García-Closas, M. (Montserrat), Hall, P. (Per), Easton, D.F. (Douglas), Eccles, D. (Diana), Rahman, N. (Nazneen), Nevanlinna, H. (Heli), and Pharoah, P.D.P. (Paul)
- Abstract
Background: Survival after a diagnosis of breast cancer varies considerably between patients, and some of this variation may be because of germline genetic variation. We aimed to identify genetic markers associated with breast cancer-specific survival. Methods: We conducted a large meta-analysis of studies in populations of European ancestry, including 37954 patients with 2900 deaths from breast cancer. Each study had been genotyped for between 200000 and 900000 single nucleotide polymorphisms (SNPs) across the genome; genotypes for nine million common variants were imputed using a common reference panel from the 1000 Genomes Project. We also carried out subtype-specific analyses based on 6881 estrogen receptor (ER)-negative patients (920 events) and 23059 ER-positive patients (1333 events). All statistical tests were two-sided. Results: We identified one new locus (rs2059614 at 11q24.2) associated with survival in ER-negative breast cancer cases (hazard ratio [HR] = 1.95, 95% confidence interval [CI] = 1.55 to 2.47, P = 1.91 x 10-8). Genotyping a subset of 2113 case patients, of which 300 were ER negative, provided supporting evidence for the quality of the imputation. The association in this set of case patients was stronger for the observed genotypes than for the imputed genotypes. A second locus (rs148760487 at 2q24.2) was associated at genome-wide statistical significance in initial analyses; the association was similar in ER-positive and ER-negative case patients. Here the results of genotyping suggested that the finding was less robust. Conclusions: This is currently the largest study investigating genetic variation associated with breast cancer survival. Our results have potential clinical implications, as they confirm that germline genotype can provide prognostic information in addition to standard tumor prognostic factors.
- Published
- 2015
- Full Text
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4. Common germline polymorphisms associated with breast cancer-specific survival
- Author
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Pirie, A. (Ailith), Guo, Q. (Qi), Kraft, P. (Peter), Canisius, S. (Sander), Eccles, D. (Diana), Rahman, N. (Nazneen), Nevanlinna, H. (Heli), Chen, C. (Constance), Khan, S. (Sofia), Tyrer, J.P. (Jonathan), Bolla, M.K. (Manjeet), Wang, Q. (Qing), Dennis, J. (Joe), Michailidou, K. (Kyriaki), Lush, M. (Michael), Dunning, A.M. (Alison), Shah, M. (Mitul), Czene, K. (Kamila), Darabi, H. (Hatef), Eriksson, M. (Mats), Lambrechts, D. (Diether), Weltens, C. (Caroline), Leunen, K., van Ongeval, C. (Chantal), Nordestgaard, B.G. (Børge), Nielsen, S.F. (Sune), Flyger, H. (Henrik), Rudolph, A. (Anja), Seibold, P. (Petra), Flesch-Janys, D. (Dieter), Blomqvist, C. (Carl), Aittomäki, K. (Kristiina), Fagerholm, R. (Rainer), Muranen, T.A. (Taru), Olsen, J.E. (Janet E.), Hallberg, B. (Boubou), Vachon, C. (Celine), Knight, J.A. (Julia), Glendon, G. (Gord), Mulligan, A.M. (Anna Marie), Broeks, A. (Annegien), Cornelissen, S. (Sten), Haiman, C.A. (Christopher), Henderson, B.E. (Brian), Schumacher, F. (Frederick), Le Marchand, L. (Loic), Hopper, J.L. (John), Tsimiklis, H. (Helen), Apicella, C. (Carmel), Southey, M.C. (Melissa), Cross, S.S. (Simon), Reed, M.W.R. (Malcolm), Giles, G.G. (Graham), Milne, R.L. (Roger), McLean, C.A. (Catriona Ann), Winqvist, R. (Robert), Pykäs, K. (Katri), Jukkola-Vuorinen, A. (Arja), Grip, M. (Mervi), Hooning, M.J. (Maartje), Hollestelle, A. (Antoinette), Martens, J.W.M. (John), Ouweland, A.M.W. (Ans) van den, Marme, F. (Federick), Schneeweiss, A. (Andreas), Yang, R. (Rongxi), Burwinkel, B. (Barbara), Figueroa, J.D. (Jonine), Chanock, S.J. (Stephen), Lissowska, J. (Jolanta), Sawyer, E.J. (Elinor), Tomlinson, I.P. (Ian), Kerin, M. (Michael), Miller, N. (Nicola), Brenner, H. (Hermann), Butterbach, K. (Katja), Holleczek, B. (B.), Kataja, V. (Vesa), Kosma, V-M. (Veli-Matti), Hartikainen, J.M. (J.), Li, J. (Jingmei), Brand, J.S. (Judith S.), Humphreys, M.K. (Manjeet), Devilee, P. (Peter), Tollenaar, R.A.E.M. (Rob), Seynaeve, C.M. (Caroline), Radice, P. (Paolo), Peterlongo, P. (Paolo), Manoukian, S. (Siranoush), Ficarazzi, F. (Filomena), Beckmann, M.W. (Matthias), Hein, R. (Rebecca), Ekici, A.B. (Arif), Balleine, R. (Rosemary), Phillips, K.-A. (Kelly-Anne), Benítez, J. (Javier), Zamora, M.P. (Pilar), Perez, J.I.A. (Jose Ignacio Arias), Menéndez, P. (Primitiva), Jakubowska, A. (Anna), Lubinski, J. (Jan), Gronwald, J. (Jacek), Durda, K. (Katarzyna), Hamann, U. (Ute), Kabisch, M. (Maria), Ulmer, H.U. (Hans), Rud̈iger, T. (Thomas), Margolin, S. (Sara), Kristensen, V. (Vessela), Nord, S. (Siljie), Evans, D.G. (Gareth), Abraham, J. (Jean), Earl, H. (Helena), Poole, C.J. (Christopher J.), Hiller, L. (Louise), Dunn, J.A. (J.), Bowden, S. (Sarah), Yang, R. (Rose), Campa, D. (Daniele), Diver, W.R. (Ryan), Gapstur, S.M. (Susan M.), Gaudet, M.M. (Mia), Hankinson, S.E. (Susan), Hoover, R.N. (Robert), Hüsing, A. (Anika), Kaaks, R. (Rudolf), Machiela, M.J. (Mitchell J.), Willett, W.C. (Walter C.), Barrdahl, M. (Myrto), Canzian, F. (Federico), Chin, S.-F. (Suet-Feung), Caldas, C. (Carlos), Hunter, D. (David), Lindstrom, S. (Stephen), García-Closas, M. (Montserrat), Couch, F.J. (Fergus), Chenevix-Trench, G. (Georgia), Mannermaa, A. (Arto), Andrulis, I.L. (Irene), Hall, P. (Per), Chang-Claude, J. (Jenny), Easton, D.F. (Douglas), Bojesen, S.E. (Stig), Cox, A. (Angela), Fasching, P.A. (Peter), Pharoah, P.D.P. (Paul), Schmidt, M.K. (Marjanka), Pirie, A. (Ailith), Guo, Q. (Qi), Kraft, P. (Peter), Canisius, S. (Sander), Eccles, D. (Diana), Rahman, N. (Nazneen), Nevanlinna, H. (Heli), Chen, C. (Constance), Khan, S. (Sofia), Tyrer, J.P. (Jonathan), Bolla, M.K. (Manjeet), Wang, Q. (Qing), Dennis, J. (Joe), Michailidou, K. (Kyriaki), Lush, M. (Michael), Dunning, A.M. (Alison), Shah, M. (Mitul), Czene, K. (Kamila), Darabi, H. (Hatef), Eriksson, M. (Mats), Lambrechts, D. (Diether), Weltens, C. (Caroline), Leunen, K., van Ongeval, C. (Chantal), Nordestgaard, B.G. (Børge), Nielsen, S.F. (Sune), Flyger, H. (Henrik), Rudolph, A. (Anja), Seibold, P. (Petra), Flesch-Janys, D. (Dieter), Blomqvist, C. (Carl), Aittomäki, K. (Kristiina), Fagerholm, R. (Rainer), Muranen, T.A. (Taru), Olsen, J.E. (Janet E.), Hallberg, B. (Boubou), Vachon, C. (Celine), Knight, J.A. (Julia), Glendon, G. (Gord), Mulligan, A.M. (Anna Marie), Broeks, A. (Annegien), Cornelissen, S. (Sten), Haiman, C.A. (Christopher), Henderson, B.E. (Brian), Schumacher, F. (Frederick), Le Marchand, L. (Loic), Hopper, J.L. (John), Tsimiklis, H. (Helen), Apicella, C. (Carmel), Southey, M.C. (Melissa), Cross, S.S. (Simon), Reed, M.W.R. (Malcolm), Giles, G.G. (Graham), Milne, R.L. (Roger), McLean, C.A. (Catriona Ann), Winqvist, R. (Robert), Pykäs, K. (Katri), Jukkola-Vuorinen, A. (Arja), Grip, M. (Mervi), Hooning, M.J. (Maartje), Hollestelle, A. (Antoinette), Martens, J.W.M. (John), Ouweland, A.M.W. (Ans) van den, Marme, F. (Federick), Schneeweiss, A. (Andreas), Yang, R. (Rongxi), Burwinkel, B. (Barbara), Figueroa, J.D. (Jonine), Chanock, S.J. (Stephen), Lissowska, J. (Jolanta), Sawyer, E.J. (Elinor), Tomlinson, I.P. (Ian), Kerin, M. (Michael), Miller, N. (Nicola), Brenner, H. (Hermann), Butterbach, K. (Katja), Holleczek, B. (B.), Kataja, V. (Vesa), Kosma, V-M. (Veli-Matti), Hartikainen, J.M. (J.), Li, J. (Jingmei), Brand, J.S. (Judith S.), Humphreys, M.K. (Manjeet), Devilee, P. (Peter), Tollenaar, R.A.E.M. (Rob), Seynaeve, C.M. (Caroline), Radice, P. (Paolo), Peterlongo, P. (Paolo), Manoukian, S. (Siranoush), Ficarazzi, F. (Filomena), Beckmann, M.W. (Matthias), Hein, R. (Rebecca), Ekici, A.B. (Arif), Balleine, R. (Rosemary), Phillips, K.-A. (Kelly-Anne), Benítez, J. (Javier), Zamora, M.P. (Pilar), Perez, J.I.A. (Jose Ignacio Arias), Menéndez, P. (Primitiva), Jakubowska, A. (Anna), Lubinski, J. (Jan), Gronwald, J. (Jacek), Durda, K. (Katarzyna), Hamann, U. (Ute), Kabisch, M. (Maria), Ulmer, H.U. (Hans), Rud̈iger, T. (Thomas), Margolin, S. (Sara), Kristensen, V. (Vessela), Nord, S. (Siljie), Evans, D.G. (Gareth), Abraham, J. (Jean), Earl, H. (Helena), Poole, C.J. (Christopher J.), Hiller, L. (Louise), Dunn, J.A. (J.), Bowden, S. (Sarah), Yang, R. (Rose), Campa, D. (Daniele), Diver, W.R. (Ryan), Gapstur, S.M. (Susan M.), Gaudet, M.M. (Mia), Hankinson, S.E. (Susan), Hoover, R.N. (Robert), Hüsing, A. (Anika), Kaaks, R. (Rudolf), Machiela, M.J. (Mitchell J.), Willett, W.C. (Walter C.), Barrdahl, M. (Myrto), Canzian, F. (Federico), Chin, S.-F. (Suet-Feung), Caldas, C. (Carlos), Hunter, D. (David), Lindstrom, S. (Stephen), García-Closas, M. (Montserrat), Couch, F.J. (Fergus), Chenevix-Trench, G. (Georgia), Mannermaa, A. (Arto), Andrulis, I.L. (Irene), Hall, P. (Per), Chang-Claude, J. (Jenny), Easton, D.F. (Douglas), Bojesen, S.E. (Stig), Cox, A. (Angela), Fasching, P.A. (Peter), Pharoah, P.D.P. (Paul), and Schmidt, M.K. (Marjanka)
- Abstract
Introduction: Previous studies have identified common germline variants nominally associated with breast cancer survival. These associations have not been widely replicated in further studies. The purpose of this study was to evaluate the association of previously reported SNPs with breast cancer-specific survival using data from a pooled analysis of eight breast cancer survival genome-wide association studies (GWAS) from the Breast Cancer Association Consortium. Methods: A literature review was conducted of all previously published associations between common germline variants and three survival outcomes: breast cancer-specific survival, overall survival and disease-free survival. All associations that reached the nominal significance level of P value <0.05 were included. Single nucleotide polymorphisms that had been previously reported as nominally associated with at least one survival outcome were evaluated in the pooled analysis of over 37,000 breast cancer cases for association with breast cancer-specific survival. Previous associations were evaluated using a one-sided test based on the reported direction of effect. Results: Fifty-six variants from 45 previous publications were evaluated in the meta-analysis. Fifty-four of these were evaluated in the full set of 37,954 breast cancer cases with 2,900 events and the two additional variants were evaluated in a reduced sample size of 30,000 samples in order to ensure independence from the previously published studies. Five variants reached nominal significance (P <0.05) in the pooled GWAS data compared to 2.8 expected under the null hypothesis. Seven additional variants were associated (P <0.05) with ER-positive disease. Conclusions: Although no variants reached genome-wide significance (P <5 x 10-8), these results suggest that there is some evidence of association between candidate common germline variants an
- Published
- 2015
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