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1. Large-scale cis- and trans-eQTL analyses identify thousands of genetic loci and polygenic scores that regulate blood gene expression

Author

Vosa, U. (Urmo), Claringbould, A. (Annique), Westra, H.-J. (Harm-Jan), Bonder, M. J. (Marc Jan), Deelen, P. (Patrick), Zeng, B. (Biao), Kirsten, H. (Holger), Saha, A. (Ashis), Kreuzhuber, R. (Roman), Yazar, S. (Seyhan), Brugge, H. (Harm), Oelen, R. (Roy), de Vries, D. H. (Dylan H.), van der Wijst, M. G. (Monique G. P.), Kasela, S. (Silva), Pervjakova, N. (Natalia), Alves, I. (Isabel), Fave, M.-J. (Marie-Julie), Agbessi, M. (Mawusse), Christiansen, M. W. (Mark W.), Jansen, R. (Rick), Seppala, I. (Ilkka), Tong, L. (Lin), Teumer, A. (Alexander), Schramm, K. (Katharina), Hemani, G. (Gibran), Verlouw, J. (Joost), Yaghootkar, H. (Hanieh), Flitman, R. S. (Reyhan Sonmez), Brown, A. (Andrew), Kukushkina, V. (Viktorija), Kalnapenkis, A. (Anette), Rueger, S. (Sina), Porcu, E. (Eleonora), Kronberg, J. (Jaanika), Kettunen, J. (Johannes), Lee, B. (Bernett), Zhang, F. (Futao), Qi, T. (Ting), Hernandez, J. A. (Jose Alquicira), Arindrarto, W. (Wibowo), Beutner, F. (Frank), Dmitrieva, J. (Julia), Elansary, M. (Mahmoud), Fairfax, B. P. (Benjamin P.), Georges, M. (Michel), Heijmans, B. T. (Bastiaan T.), Hewitt, A. W. (Alex W.), Kahonen, M. (Mika), Kim, Y. (Yungil), Knight, J. C. (Julian C.), Kovacs, P. (Peter), Krohn, K. (Knut), Li, S. (Shuang), Loeffler, M. (Markus), Marigorta, U. M. (Urko M.), Mei, H. (Hailang), Momozawa, Y. (Yukihide), Mueller-Nurasyid, M. (Martina), Nauck, M. (Matthias), Nivard, M. G. (Michel G.), Penninx, B. W. (Brenda W. J. H.), Pritchard, J. K. (Jonathan K.), Raitakari, O. T. (Olli T.), Rotzschke, O. (Olaf), Slagboom, E. P. (Eline P.), Stehouwer, C. D. (Coen D. A.), Stumvoll, M. (Michael), Sullivan, P. (Patrick), Thiery, J. (Joachim), Tonjes, A. (Anke), van Dongen, J. (Jenny), van Iterson, M. (Maarten), Veldink, J. H. (Jan H.), Voelker, U. (Uwe), Warmerdam, R. (Robert), Wijmenga, C. (Cisca), Swertz, M. (Morris), Andiappan, A. (Anand), Montgomery, G. W. (Grant W.), Ripatti, S. (Samuli), Perola, M. (Markus), Kutalik, Z. (Zoltan), Dermitzakis, E. (Emmanouil), Bergmann, S. (Sven), Frayling, T. (Timothy), van Meurs, J. (Joyce), Prokisch, H. (Holger), Ahsan, H. (Habibul), Pierce, B. L. (Brandon L.), Lehtimaki, T. (Terho), Boomsma, D. I. (Dorret, I), Psaty, B. M. (Bruce M.), Gharib, S. A. (Sina A.), Awadalla, P. (Philip), Milani, L. (Lili), Ouwehand, W. H. (Willem H.), Downes, K. (Kate), Stegle, O. (Oliver), Battle, A. (Alexis), Visscher, P. M. (Peter M.), Yang, J. (Jian), Scholz, M. (Markus), Powell, J. (Joseph), Gibson, G. (Greg), Esko, T. (Tonu), and Franke, L. (Lude)

Abstract

Trait-associated genetic variants affect complex phenotypes primarily via regulatory mechanisms on the transcriptome. To investigate the genetics of gene expression, we performed cis- and trans-expression quantitative trait locus (eQTL) analyses using blood-derived expression from 31,684 individuals through the eQTLGen Consortium. We detected cis-eQTL for 88% of genes, and these were replicable in numerous tissues. Distal trans-eQTL (detected for 37% of 10,317 trait-associated variants tested) showed lower replication rates, partially due to low replication power and confounding by cell type composition. However, replication analyses in single-cell RNA-seq data prioritized intracellular trans-eQTL. Trans-eQTL exerted their effects via several mechanisms, primarily through regulation by transcription factors. Expression of 13% of the genes correlated with polygenic scores for 1,263 phenotypes, pinpointing potential drivers for those traits. In summary, this work represents a large eQTL resource, and its results serve as a starting point for in-depth interpretation of complex phenotypes.

Published
2021

2. Mendelian randomization integrating GWAS and eQTL data reveals genetic determinants of complex and clinical traits

Author

Porcu, E. (Eleonora), Rueger, S. (Sina), Lepik, K. (Kaido), Agbessi, M. (Mawusse), Ahsan, H. (Habibul), Alves, I. (Isabel), Andiappan, A. (Anand), Arindrarto, W. (Wibowo), Awadalla, P. (Philip), Battle, A. (Alexis), Beutner, F. (Frank), Bonder, M. J. (Marc Jan), Boomsma, D. (Dorret), Christiansen, M. (Mark), Claringbould, A. (Annique), Deelen, P. (Patrick), Esko, T. (Tonu), Fave, M.-J. (Marie-Julie), Franke, L. (Lude), Frayling, T. (Timothy), Gharib, S. A. (Sina A.), Gibson, G. (Gregory), Heijmans, B. T. (Bastiaan T.), Hemani, G. (Gibran), Jansen, R. (Rick), Kahonen, M. (Mika), Kalnapenkis, A. (Anette), Kasela, S. (Silva), Kettunen, J. (Johannes), Kim, Y. (Yungil), Kirsten, H. (Holger), Kovacs, P. (Peter), Krohn, K. (Knut), Kronberg-Guzman, J. (Jaanika), Kukushkina, V. (Viktorija), Lee, B. (Bernett), Lehtimaki, T. (Terho), Loeffler, M. (Markus), Marigorta, U. M. (Urko M.), Mei, H. (Hailang), Milani, L. (Lili), Montgomery, G. W. (Grant W.), Mueler-Nurasyid, M. (Martina), Nauck, M. (Matthias), Nivard, M. (Michel), Penninx, B. (Brenda), Perola, M. (Markus), Pervjakova, N. (Natalia), Pierce, B. L. (Brandon L.), Powell, J. (Joseph), Prokisch, H. (Holger), Psaty, B. M. (Bruce M.), Raitakari, O. T. (Olli T.), Ripatti, S. (Samuli), Rotzschke, O. (Olaf), Saha, A. (Ashis), Scholz, M. (Markus), Schramm, K. (Katharina), Seppala, I. (Ilkka), Slagboom, E. P. (Eline P.), Stehouwer, C. D. (Coen D. A.), Stumvoll, M. (Michael), Sullivan, P. (Patrick), Teumer, A. (Alexander), Thiery, J. (Joachim), Tong, L. (Lin), Tonjes, A. (Anke), van Dongen, J. (Jenny), van Iterson, M. (Maarten), van Meurs, J. (Joyce), Veldink, J. H. (Jan H.), Verlouw, J. (Joost), Visscher, P. M. (Peter M.), Volker, U. (Uwe), Vosa, U. (Urmo), Westra, H.-J. (Harm-Jan), Wijmenga, C. (Cisca), Yaghootkar, H. (Hanieh), Yang, J. (Jian), Zeng, B. (Biao), Zhang, F. (Futao), Beekman, M. (Marian), Boomsma, D. I. (Dorret I.), Bot, J. (Jan), Deelen, J. (Joris), Hofman, B. A. (Bert A.), Hottenga, J. J. (Jouke J.), Isaacs, A. (Aaron), Jhamai, P. M. (P. Mila), Kielbasa, S. M. (Szymon M.), Lakenberg, N. (Nico), Luijk, R. (Rene), Mei, H. (Hailiang), Moed, M. (Matthijs), Nooren, I. (Irene), Pool, R. (Rene), Schalkwijk, C. G. (Casper G.), Slagboom, P. E. (P. Eline), Suchiman, H. E. (H. Eka D.), Swertz, M. A. (Morris A.), Tigchelaar, E. F. (Ettje F.), Uitterlinden, A. G. (Andre G.), van den Berg, L. H. (Leonard H.), van der Breggen, R. (Ruud), van der Kallen, C. J. (Carla J. H.), van Dijk, F. (Freerk), van Duijn, C. M. (Cornelia M.), van Galen, M. (Michiel), van Greevenbroek, M. M. (Marleen M. J.), van Heemst, D. (Diana), van Rooij, J. (Jeroen), Van't Hof, P. (Peter), van Zwet, E. W. (Erik. W.), Vermaat, M. (Martijn), Verbiest, M. (Michael), Verkerk, M. (Marijn), Zhernakova, D. V. (Dasha V.), Zhernakova, S. (Sasha), Santoni, F. A. (Federico A.), Reymond, A. (Alexandre), and Kutalik, Z. (Zoltan)

Abstract

Genome-wide association studies (GWAS) have identified thousands of variants associated with complex traits, but their biological interpretation often remains unclear. Most of these variants overlap with expression QTLs, indicating their potential involvement in regulation of gene expression. Here, we propose a transcriptome-wide summary statistics-based Mendelian Randomization approach (TWMR) that uses multiple SNPs as instruments and multiple gene expression traits as exposures, simultaneously. Applied to 43 human phenotypes, it uncovers 3,913 putatively causal gene–trait associations, 36% of which have no genome-wide significant SNP nearby in previous GWAS. Using independent association summary statistics, we find that the majority of these loci were missed by GWAS due to power issues. Noteworthy among these links is educational attainment-associated BSCL2, known to carry mutations leading to a Mendelian form of encephalopathy. We also find pleiotropic causal effects suggestive of mechanistic connections. TWMR better accounts for pleiotropy and has the potential to identify biological mechanisms underlying complex traits.

Published
2019

3. Genome-wide association analyses identify 143 risk variants and putative regulatory mechanisms for type 2 diabetes

Author

Xue, A. (Angli), Wu, Y. (Yang), Zhu, Z. (Zhihong), Zhang, F. (Futao), Kemper, K.E. (Kathryn E.), Zheng, Z. (Zhili), Yengo, L. (Loic), Lloyd-Jones, L.R. (Luke R.), Sidorenko, J. (Julia), Wu, Y. (Yeda), Agbessi, M. (Mawussé), Ahsan, H. (Habibul), Alves, I. (Isabel), Andiappan, A.K. (Anand Kumar), Awadalla, P. (Philip), Battle, A. (Alexis), Beutner, F. (Frank), Bonder, M.J. (Marc), Boomsma, D. (Dorret), Christiansen, M. (Mark), Claringbould, A. (Annique), Deelen, P. (Patrick), Esko, T. (Tõnu), Favé, M.-J. (Marie-Julie), Franke, L. (Lude), Frayling, T.M. (Timothy), Gharib, S.A. (Sina), Gibson, G. (Gregory), Hemani, G., Jansen, R. (Rick), Kähönen, M. (Mika), Kalnapenkis, A. (Anette), Kasela, S. (Silva), Kettunen, J. (Johannes), Kim, Y. (Yungil), Kirsten, H. (Holger), Kovacs, P. (Peter), Krohn, K. (Knut), Kronberg-Guzman, J. (Jaanika), Kukushkina, V. (Viktorija), Kutalik, Z. (Zoltán), Lee, B. (Bernett), Lehtimäki, T. (Terho), Loeffler, M. (Markus), Marigorta, U.M. (Urko), Metspalu, A. (Andres), Milani, L. (Lili), Müller-Nurasyid, M. (Martina), Nauck, M. (Matthias), Nivard, M. (Michel), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Pervjakova, N. (Natalia), Pierce, A. (Andrew), Powell, J. (Joseph), Prokisch, H. (Holger), Psaty, B. (Bruce), Raitakari, O. (Olli), Ring, S.M. (Susan), Ripatti, S. (Samuli), Rotzschke, O. (Olaf), Ruëger, S. (Sina), Saha, A. (Ashis), Scholz, M. (Markus), Schramm, K. (Katharina), Seppälä, I. (Ilkka), Stumvoll, M. (Michael), Sullivan, P.F. (Patrick), Teumer, A. (Alexander), Thiery, J.P. (Joachim), Tong, L. (Lin), Tönjes, A. (Anke), Dongen, J. (Jenny) van, Meurs, J.B.J. (Joyce) van, Verlouw, J.A.M. (Joost), Völker, U. (Uwe), Võsa, U. (Urmo), Yaghootkar, H. (Hanieh), Zeng, B. (Biao), McRae, A.F. (Allan F.), Visscher, P.M. (Peter), Zeng, J. (Jian), Yang, J. (Jian), Xue, A. (Angli), Wu, Y. (Yang), Zhu, Z. (Zhihong), Zhang, F. (Futao), Kemper, K.E. (Kathryn E.), Zheng, Z. (Zhili), Yengo, L. (Loic), Lloyd-Jones, L.R. (Luke R.), Sidorenko, J. (Julia), Wu, Y. (Yeda), Agbessi, M. (Mawussé), Ahsan, H. (Habibul), Alves, I. (Isabel), Andiappan, A.K. (Anand Kumar), Awadalla, P. (Philip), Battle, A. (Alexis), Beutner, F. (Frank), Bonder, M.J. (Marc), Boomsma, D. (Dorret), Christiansen, M. (Mark), Claringbould, A. (Annique), Deelen, P. (Patrick), Esko, T. (Tõnu), Favé, M.-J. (Marie-Julie), Franke, L. (Lude), Frayling, T.M. (Timothy), Gharib, S.A. (Sina), Gibson, G. (Gregory), Hemani, G., Jansen, R. (Rick), Kähönen, M. (Mika), Kalnapenkis, A. (Anette), Kasela, S. (Silva), Kettunen, J. (Johannes), Kim, Y. (Yungil), Kirsten, H. (Holger), Kovacs, P. (Peter), Krohn, K. (Knut), Kronberg-Guzman, J. (Jaanika), Kukushkina, V. (Viktorija), Kutalik, Z. (Zoltán), Lee, B. (Bernett), Lehtimäki, T. (Terho), Loeffler, M. (Markus), Marigorta, U.M. (Urko), Metspalu, A. (Andres), Milani, L. (Lili), Müller-Nurasyid, M. (Martina), Nauck, M. (Matthias), Nivard, M. (Michel), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Pervjakova, N. (Natalia), Pierce, A. (Andrew), Powell, J. (Joseph), Prokisch, H. (Holger), Psaty, B. (Bruce), Raitakari, O. (Olli), Ring, S.M. (Susan), Ripatti, S. (Samuli), Rotzschke, O. (Olaf), Ruëger, S. (Sina), Saha, A. (Ashis), Scholz, M. (Markus), Schramm, K. (Katharina), Seppälä, I. (Ilkka), Stumvoll, M. (Michael), Sullivan, P.F. (Patrick), Teumer, A. (Alexander), Thiery, J.P. (Joachim), Tong, L. (Lin), Tönjes, A. (Anke), Dongen, J. (Jenny) van, Meurs, J.B.J. (Joyce) van, Verlouw, J.A.M. (Joost), Völker, U. (Uwe), Võsa, U. (Urmo), Yaghootkar, H. (Hanieh), Zeng, B. (Biao), McRae, A.F. (Allan F.), Visscher, P.M. (Peter), Zeng, J. (Jian), and Yang, J. (Jian)

Abstract

Type 2 diabetes (T2D) is a very common disease in humans. Here we conduct a meta-analysis of genome-wide association studies (GWAS) with ~16 million genetic variants in 62,892 T2D cases and 596,424 controls of European ancestry. We identify 139 common and 4 rare variants associated with T2D, 42 of which (39 common and 3 rare variants) are independent of the known variants. Integration of the gene expression data from blood (n = 14,115 and 2765) with the GWAS results identifies 33 putative functional genes for T2D, 3 of which were targeted by approved drugs. A further integration of DNA methylation (n = 1980) and epigenomic annotation data highlight 3 genes (CAMK1D, TP53INP1, and ATP5G1) with plausible regulatory mechanisms, whereby a genetic variant exerts an effect on T2D through epigenetic regulation of gene expression. Our study uncovers additional loci, proposes putative genetic regulatory mechanisms for T2D, and provides evidence of purifying selection for T2D-associated variants.

Published
2018
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4. Identifying gene targets for brain-related traits using transcriptomic and methylomic data from blood

Author

Qi, T. (Ting), Wu, Y. (Yang), Zeng, J. (Jian), Zhang, F. (Futao), Xue, A. (Angli), Jiang, L. (Longda), Zhu, Z. (Zhihong), Kemper, K. (Kathryn), Yengo, L. (Loic), Zheng, Z. (Zhili), Agbessi, M. (Mawussé), Ahsan, H. (Habibul), Alves, I. (Isabel), Andiappan, A.K. (Anand Kumar), Awadalla, P. (Philip), Battle, A. (Alexis), Beutner, F. (Frank), Jan Bonder, M. (Marc), Boomsma, D.I. (Dorret), Christiansen, M. (Mark), Claringbould, A. (Annique), Deelen, P. (Patrick), Esko, T. (Tõnu), Favé, M.-J. (Marie-Julie), Franke, L. (Lude), Frayling, T.M. (Timothy), Gharib, S.A. (Sina), Gibson, G. (Gregory), Hemani, G., Jansen, R. (Rick), Kähönen, M. (Mika), Kalnapenkis, A. (Anette), Kasela, S. (Silva), Kettunen, J. (Johannes), Kim, Y. (Yungil), Kirsten, H. (Holger), Kovacs, P. (Peter), Krohn, K. (Knut), Kronberg-Guzman, J. (Jaanika), Kukushkina, V. (Viktorija), Kutalik, Z. (Zoltán), Lee, B. (Bernett), Lehtimäki, T. (Terho), Loeffler, M. (Markus), Marigorta, U.M. (Urko), Metspalu, A. (Andres), Milani, L. (Lili), Müller-Nurasyid, M. (Martina), Nauck, M. (Matthias), Nivard, M. (Michel), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Pervjakova, N. (Natalia), Pierce, A. (Andrew), Powell, J. (Joseph), Prokisch, H. (Holger), Psaty, B. (Bruce), Raitakari, O. (Olli), Ring, S.M. (Susan), Ripatti, S. (Samuli), Rotzschke, O. (Olaf), Ruëger, S. (Sina), Saha, A. (Ashis), Scholz, M. (Markus), Schramm, K. (Katharina), Seppälä, I. (Ilkka), Stumvoll, M. (Michael), Sullivan, P.F. (Patrick), Teumer, A. (Alexander), Thiery, J.P. (Joachim), Tong, L. (Lin), Tönjes, A. (Anke), Dongen, J. (Jenny) van, Meurs, J.B.J. (Joyce) van, Verlouw, J.A.M. (Joost), Völker, U. (Uwe), Võsa, U. (Urmo), Yaghootkar, H. (Hanieh), Zeng, B. (Biao), Marioni, R.E. (Riccardo), Montgomery, G.W. (Grant W.), Deary, I.J. (Ian), Wray, N.R. (Naomi R.), Visscher, P.M. (Peter), McRae, A.F. (Allan F.), Yang, J. (Jian), Qi, T. (Ting), Wu, Y. (Yang), Zeng, J. (Jian), Zhang, F. (Futao), Xue, A. (Angli), Jiang, L. (Longda), Zhu, Z. (Zhihong), Kemper, K. (Kathryn), Yengo, L. (Loic), Zheng, Z. (Zhili), Agbessi, M. (Mawussé), Ahsan, H. (Habibul), Alves, I. (Isabel), Andiappan, A.K. (Anand Kumar), Awadalla, P. (Philip), Battle, A. (Alexis), Beutner, F. (Frank), Jan Bonder, M. (Marc), Boomsma, D.I. (Dorret), Christiansen, M. (Mark), Claringbould, A. (Annique), Deelen, P. (Patrick), Esko, T. (Tõnu), Favé, M.-J. (Marie-Julie), Franke, L. (Lude), Frayling, T.M. (Timothy), Gharib, S.A. (Sina), Gibson, G. (Gregory), Hemani, G., Jansen, R. (Rick), Kähönen, M. (Mika), Kalnapenkis, A. (Anette), Kasela, S. (Silva), Kettunen, J. (Johannes), Kim, Y. (Yungil), Kirsten, H. (Holger), Kovacs, P. (Peter), Krohn, K. (Knut), Kronberg-Guzman, J. (Jaanika), Kukushkina, V. (Viktorija), Kutalik, Z. (Zoltán), Lee, B. (Bernett), Lehtimäki, T. (Terho), Loeffler, M. (Markus), Marigorta, U.M. (Urko), Metspalu, A. (Andres), Milani, L. (Lili), Müller-Nurasyid, M. (Martina), Nauck, M. (Matthias), Nivard, M. (Michel), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Pervjakova, N. (Natalia), Pierce, A. (Andrew), Powell, J. (Joseph), Prokisch, H. (Holger), Psaty, B. (Bruce), Raitakari, O. (Olli), Ring, S.M. (Susan), Ripatti, S. (Samuli), Rotzschke, O. (Olaf), Ruëger, S. (Sina), Saha, A. (Ashis), Scholz, M. (Markus), Schramm, K. (Katharina), Seppälä, I. (Ilkka), Stumvoll, M. (Michael), Sullivan, P.F. (Patrick), Teumer, A. (Alexander), Thiery, J.P. (Joachim), Tong, L. (Lin), Tönjes, A. (Anke), Dongen, J. (Jenny) van, Meurs, J.B.J. (Joyce) van, Verlouw, J.A.M. (Joost), Völker, U. (Uwe), Võsa, U. (Urmo), Yaghootkar, H. (Hanieh), Zeng, B. (Biao), Marioni, R.E. (Riccardo), Montgomery, G.W. (Grant W.), Deary, I.J. (Ian), Wray, N.R. (Naomi R.), Visscher, P.M. (Peter), McRae, A.F. (Allan F.), and Yang, J. (Jian)

Abstract

Understanding the difference in genetic regulation of gene expression between brain and blood is important for discovering genes for brain-related traits and disorders. Here, we estimate the correlation of genetic effects at the top-associated cis-expression or -DNA methylation (DNAm) quantitative trait loci (cis-eQTLs or cis-mQTLs) between brain and blood (r b ). Using publicly available data, we find that genetic effects at the top cis-eQTLs or mQTLs are highly correlated between independent brain and blood samples (r b = 0.70 for cis-eQTLs and r ^ b = 0.78 for cis-mQTLs). Using meta-analyzed brain cis-eQTL/mQTL data (n = 526 to 1194), we identify 61 genes and 167 DNAm sites associated with four brain-related phenotypes, most of which are a subset of the discoveries (97 genes and 295 DNAm sites) using data from blood with larger sample sizes (n = 1980 to 14,115). Our results demonstrate the gain of power in gene discovery for brain-related phenotypes using blood cis-eQTL/mQTL data with large sample sizes.

Published
2018
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5. Genetically Predicted Body Mass Index and Breast Cancer Risk: Mendelian Randomization Analyses of Data from 145,000 Women of European Descent

Author

Guo, Y. (Yan), Warren Andersen, S. (Shaneda), Shu, X.-O. (Xiao-Ou), Michailidou, K. (Kyriaki), Bolla, M.K. (Manjeet K.), Wang, Q. (Qing), García-Closas, M. (Montserrat), Milne, R.L. (Roger), Schmidt, M.K. (Marjanka), Chang-Claude, J. (Jenny), Dunning, A.M. (Alison), Bojesen, S.E. (Stig), Ahsan, H. (Habibul), Aittomäki, K. (Kristiina), Andrulis, I.L. (Irene), Anton-Culver, H. (Hoda), Arndt, V. (Volker), Beckmann, M.W. (Matthias), Beeghly-Fadiel, A. (Alicia), Benítez, J. (Javier), Bogdanova, N.V. (Natalia), Bonnani, B. (Bernardo), Borresen-Dale, A.-L. (Anne-Lise), Brand, J.S. (Judith S.), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Brüning, T. (Thomas), Burwinkel, B. (Barbara), Casey, G. (Graham), Chenevix-Trench, G. (Georgia), Couch, F.J. (Fergus), Cox, A. (Angela), Cross, S.S. (Simon), Czene, K. (Kamila), Devilee, P. (Peter), Dörk, T. (Thilo), Dumont, M. (Martine), Fasching, P.A. (Peter), Figueroa, J.D. (Jonine), Flesch-Janys, D. (Dieter), Fletcher, O. (Olivia), Flyger, H. (Henrik), Fostira, F. (Florentia), Gammon, M. (Marilie), Giles, G.G. (Graham), Guénel, P. (Pascal), Haiman, C.A. (Christopher A.), Hamann, U. (Ute), Hooning, M.J. (Maartje), Hopper, J.L. (John), Jakubowska, A. (Anna), Jasmine, F. (Farzana), Jenkins, M. (Mark), John, E.M. (Esther), Johnson, N. (Nichola), Jones, M. (Michael), Kabisch, M. (Maria), Kibriya, M.G. (Muhammad), Knight, J.A. (Julia), Koppert, L.B. (Linetta), Kosma, V-M. (Veli-Matti), Kristensen, V. (Vessela), Le Marchand, L. (Loic), Lee, E. (Eunjung), Li, J. (Jingmei), Lindblom, A. (Annika), Luben, R.N. (Robert), Lubinski, J. (Jan), Malone, K. (Kathi), Mannermaa, A. (Arto), Margolin, S. (Sara), Marme, F. (Federick), McLean, C.A. (Catriona Ann), Meijers-Heijboer, E.J. (Hanne), Meindl, A. (Alfons), Neuhausen, S.L. (Susan), Nevanlinna, H. (Heli), Neven, P. (Patrick), Olson, J.E. (Janet), Perez, J.I.A. (Jose Ignacio Arias), Perkins, B. (Barbara), Peterlongo, P. (Paolo), Phillips, K.-A. (Kelly-Anne), Pykäs, K. (Katri), Rudolph, A. (Anja), Santella, R. (Regina), Sawyer, E.J. (Elinor), Schmutzler, R.K. (Rita), Seynaeve, C.M. (Caroline), Shah, M. (Mitul), Shrubsole, M. (Martha), Southey, M.C. (Melissa), Swerdlow, A.J. (Anthony ), Toland, A.E. (Amanda), Tomlinson, I.P. (Ian), Torres, D. (Diana), Truong, T. (Thérèse), Ursin, G. (Giske), Luijt, R.B. (Rob) van der, Verhoef, S., Whittemore, A.S. (Alice S.), Winqvist, R. (Robert), Zhao, H. (Hui), Zhao, S. (Shilin), Hall, P. (Per), Simard, J. (Jacques), Kraft, P. (Peter), Pharoah, P.D.P. (Paul), Hunter, D. (David), Easton, D.F. (Douglas F.), Zheng, W. (Wei), Guo, Y. (Yan), Warren Andersen, S. (Shaneda), Shu, X.-O. (Xiao-Ou), Michailidou, K. (Kyriaki), Bolla, M.K. (Manjeet K.), Wang, Q. (Qing), García-Closas, M. (Montserrat), Milne, R.L. (Roger), Schmidt, M.K. (Marjanka), Chang-Claude, J. (Jenny), Dunning, A.M. (Alison), Bojesen, S.E. (Stig), Ahsan, H. (Habibul), Aittomäki, K. (Kristiina), Andrulis, I.L. (Irene), Anton-Culver, H. (Hoda), Arndt, V. (Volker), Beckmann, M.W. (Matthias), Beeghly-Fadiel, A. (Alicia), Benítez, J. (Javier), Bogdanova, N.V. (Natalia), Bonnani, B. (Bernardo), Borresen-Dale, A.-L. (Anne-Lise), Brand, J.S. (Judith S.), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Brüning, T. (Thomas), Burwinkel, B. (Barbara), Casey, G. (Graham), Chenevix-Trench, G. (Georgia), Couch, F.J. (Fergus), Cox, A. (Angela), Cross, S.S. (Simon), Czene, K. (Kamila), Devilee, P. (Peter), Dörk, T. (Thilo), Dumont, M. (Martine), Fasching, P.A. (Peter), Figueroa, J.D. (Jonine), Flesch-Janys, D. (Dieter), Fletcher, O. (Olivia), Flyger, H. (Henrik), Fostira, F. (Florentia), Gammon, M. (Marilie), Giles, G.G. (Graham), Guénel, P. (Pascal), Haiman, C.A. (Christopher A.), Hamann, U. (Ute), Hooning, M.J. (Maartje), Hopper, J.L. (John), Jakubowska, A. (Anna), Jasmine, F. (Farzana), Jenkins, M. (Mark), John, E.M. (Esther), Johnson, N. (Nichola), Jones, M. (Michael), Kabisch, M. (Maria), Kibriya, M.G. (Muhammad), Knight, J.A. (Julia), Koppert, L.B. (Linetta), Kosma, V-M. (Veli-Matti), Kristensen, V. (Vessela), Le Marchand, L. (Loic), Lee, E. (Eunjung), Li, J. (Jingmei), Lindblom, A. (Annika), Luben, R.N. (Robert), Lubinski, J. (Jan), Malone, K. (Kathi), Mannermaa, A. (Arto), Margolin, S. (Sara), Marme, F. (Federick), McLean, C.A. (Catriona Ann), Meijers-Heijboer, E.J. (Hanne), Meindl, A. (Alfons), Neuhausen, S.L. (Susan), Nevanlinna, H. (Heli), Neven, P. (Patrick), Olson, J.E. (Janet), Perez, J.I.A. (Jose Ignacio Arias), Perkins, B. (Barbara), Peterlongo, P. (Paolo), Phillips, K.-A. (Kelly-Anne), Pykäs, K. (Katri), Rudolph, A. (Anja), Santella, R. (Regina), Sawyer, E.J. (Elinor), Schmutzler, R.K. (Rita), Seynaeve, C.M. (Caroline), Shah, M. (Mitul), Shrubsole, M. (Martha), Southey, M.C. (Melissa), Swerdlow, A.J. (Anthony ), Toland, A.E. (Amanda), Tomlinson, I.P. (Ian), Torres, D. (Diana), Truong, T. (Thérèse), Ursin, G. (Giske), Luijt, R.B. (Rob) van der, Verhoef, S., Whittemore, A.S. (Alice S.), Winqvist, R. (Robert), Zhao, H. (Hui), Zhao, S. (Shilin), Hall, P. (Per), Simard, J. (Jacques), Kraft, P. (Peter), Pharoah, P.D.P. (Paul), Hunter, D. (David), Easton, D.F. (Douglas F.), and Zheng, W. (Wei)

Published
2016
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6. Identification of four novel susceptibility loci for oestrogen receptor negative breast cancer

Author

Couch, F.J. (Fergus), Kuchenbaecker, K.B. (Karoline), Michailidou, K. (Kyriaki), Mendoza-Fandino, G.A. (Gustavo A.), Nord, S. (Silje), Lilyquist, J. (Janna), Olswold, C. (Curtis), Hallberg, B. (Boubou), Agata, S. (Simona), Ahsan, H. (Habibul), Aittomäki, K. (Kristiina), Ambrosone, C.B. (Christine), Andrulis, I.L. (Irene), Anton-Culver, H. (Hoda), Arndt, V. (Volker), Arun, B.K. (Banu), Arver, B. (Brita Wasteson), Barile, M. (Monica), Barkardottir, R.B. (Rosa), Barrowdale, D. (Daniel), Beckmann, L. (Lars), Beckmann, M.W. (Matthias), Benítez, J. (Javier), Blank, S.V. (Stephanie), Blomqvist, C. (Carl), Bogdanova, N.V. (Natalia), Bojesen, S.E. (Stig), Bolla, M.K. (Manjeet), Bonnani, B. (Bernardo), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Burwinkel, B. (Barbara), Buys, S.S. (Saundra S.), Caldes, T. (Trinidad), Caligo, M.A. (Maria), Canzian, F. (Federico), Carpenter, T.A. (Adrian), Chang-Claude, J. (Jenny), Chanock, S.J. (Stephen J.), Chung, W.K. (Wendy K.), Claes, K.B.M. (Kathleen B.M.), Cox, A. (Angela), Cross, S.S. (Simon), Cunningham, J.M. (Julie), Czene, K. (Kamila), Daly, M.B. (Mary B.), Damiola, F. (Francesca), Darabi, H. (Hatef), Hoya, M. (Miguel) de La, Devilee, P. (Peter), Díez, O. (Orland), Ding, Y.C. (Yuan), Dolcetti, R. (Riccardo), Domchek, S.M. (Susan), Dorfling, C.M. (Cecilia), Santos Silva, I. (Isabel) dos, Dumont, M. (Martine), Dunning, A.M. (Alison), Eccles, D. (Diana), Ehrencrona, H. (Hans), Ekici, A.B. (Arif), Eliassen, H. (Heather), Ellis, S.D. (Steve), Fasching, P.A. (Peter), Figueroa, J.D. (Jonine), Flesch-Janys, D. (Dieter), Försti, A. (Asta), Fostira, F. (Florentia), Foulkes, W.D. (William), Friebel, M.O.W. (Mark ), Friedman, E. (Eitan), Frost, D. (Debra), Gabrielson, M. (Marike), Gammon, M. (Marilie), Ganz, P.A. (Patricia A.), Gapstur, S.M. (Susan M.), Garber, J. (Judy), Gaudet, M.M. (Mia), Gayther, S.A. (Simon), Gerdes, A-M. (Anne-Marie), Ghoussaini, M. (Maya), Giles, G.G. (Graham), Glendon, G. (Gord), Godwin, A.K. (Andrew K.), Goldberg, M.S. (Mark), Goldgar, D. (David), González-Neira, A. (Anna), Greene, M.H. (Mark H.), Gronwald, J. (Jacek), Guénel, P. (Pascal), Gunter, M.J. (Marc J.), Haeberle, L. (Lothar), Haiman, C.A. (Christopher A.), Hamann, U. (Ute), Hansen, T.V.O. (Thomas), Hart, S. (Stewart), Healey, S. (Sue), Heikkinen, T. (Tuomas), Henderson, B.E. (Brian), Herzog, J. (Josef), Hogervorst, F.B.L. (Frans), Hollestelle, A. (Antoinette), Hooning, M.J. (Maartje), Hoover, R.N. (Robert), Hopper, J.L. (John), Humphreys, K. (Keith), Hunter, D. (David), Huzarski, T. (Tomasz), Imyanitov, E.N. (Evgeny N.), Isaacs, C. (Claudine), Jakubowska, A. (Anna), James, M. (Margaret), Janavicius, R. (Ramunas), Jensen, U.B., John, E.M. (Esther), Jones, M. (Michael), Kabisch, M. (Maria), Kar, S. (Siddhartha), Karlan, B.Y. (Beth Y.), Khan, S. (Sofia), Khaw, K.T., Kibriya, M.G. (Muhammad), Knight, J.A. (Julia), Ko, Y.-D. (Yon-Dschun), Konstantopoulou, I. (I.), Kosma, V-M. (Veli-Matti), Kristensen, V. (Vessela), Kwong, A. (Ava), Laitman, Y. (Yael), Lambrechts, D. (Diether), Lázaro, C. (Conxi), Lee, E. (Eunjung), Le Marchand, L. (Loic), Lester, K.J. (Kathryn), Lindblom, A. (Annika), Lindor, N.M. (Noralane), Lindstrom, S. (Stephen), Liu, J. (Jianjun), Long, J. (Jirong), Lubinski, J. (Jan), Mai, P.L. (Phuong), Makalic, E. (Enes), Malone, K.E. (Kathleen E.), Mannermaa, A. (Arto), Manoukian, S. (Siranoush), Margolin, S. (Sara), Marme, F. (Federick), Martens, J.W.M. (John), McGuffog, L. (Lesley), Meindl, A. (Alfons), Miller, A. (Austin), Milne, R.L. (Roger), Miron, P. (Penelope), Montagna, M. (Marco), Mazoyer, S. (Sylvie), Mulligan, A.-M. (Anna-Marie), Muranen, T.A. (Taru), Nathanson, K.L. (Katherine), Neuhausen, S.L. (Susan), Nevanlinna, H. (Heli), Nordestgaard, B.G. (Børge), Nussbaum, R. (Robert), Offit, K. (Kenneth), Olah, E., Olopade, O.I. (Olufunmilayo I.), Olson, J.E. (Janet), Osorio, A. (Ana), Park, S.K. (Sue K.), Peeters, P.H.M., Peissel, B. (Bernard), Peterlongo, P. (Paolo), Peto, J. (Julian), Phelan, C. (Catherine), Pilarski, R. (Robert), Poppe, B. (Bruce), Pykäs, K. (Katri), Radice, P. (Paolo), Rahman, N. (Nazneen), Rantala, J. (Johanna), Rappaport, C. (Christine), Rennert, G. (Gad), Richardson, A.L. (Andrea), Robson, M. (Mark), Romieu, I. (Isabelle), Rudolph, A. (Anja), Rutgers, E.J.T. (Emiel), Sanchez, M.-J. (Maria-Jose), Santella, R. (Regina), Sawyer, E.J. (Elinor), Schmidt, D.F. (Daniel), Schmidt, M.K. (Marjanka), Schmutzler, R.K. (Rita), Schumacher, F.R. (Fredrick), Scott, R.J. (Rodney), Senter, L. (Leigha), Sharma, P. (Priyanka), Simard, J. (Jacques), Singer, C.F. (Christian), Sinilnikova, O. (Olga), Soucy, P. (Penny), Southey, M.C. (Melissa), Steinemann, D. (Doris), Stenmark-Askmalm, M. (Marie), Stoppa-Lyonnet, D. (Dominique), Swerdlow, A.J. (Anthony ), Szabo, C. (Csilla), Tamimi, R. (Rulla), Tapper, W. (William), Teixeira, P.J., Teo, S.-H. (Soo-Hwang), Terry, M.B. (Mary Beth), Thomassen, M. (Mads), Thompson, D. (Deborah), Tihomirova, L. (Laima), Toland, A.E. (Amanda), Tollenaar, R.A.E.M. (Rob), Tomlinson, I.P. (Ian), Truong, T. (Thérèse), Tsimiklis, H. (Helen), Teulé, A. (A.), Tumino, R. (Rosario), Tung, N. (Nadine), Turnbull, C. (Clare), Ursin, G. (Giski), Deurzen, C.H.M. (Carolien) van, Rensburg, E.J. (Elizabeth) van, Varon-Mateeva, R. (Raymonda), Wang, Z. (Zhaoming), Wang-Gohrke, S. (Shan), Weiderpass, E. (Elisabete), Weitzel, J.N. (Jeffrey), Whittemore, A.S. (Alice S.), Wildiers, H. (Hans), Winqvist, R. (Robert), Yang, X.R. (Xiaohong R.), Yannoukakos, D. (Drakoulis), Yao, S. (Song), Zamora, M.P. (Pilar), Zheng, W. (Wei), Hall, P. (Per), Kraft, P. (Peter), Vachon, C. (Celine), Slager, S. (Susan), Chenevix-Trench, G. (Georgia), Pharoah, P.D.P. (Paul), Monteiro, A.A.N. (Alvaro A. N.), García-Closas, M. (Montserrat), Easton, D.F. (Douglas F.), Antoniou, A.C. (Antonis), Couch, F.J. (Fergus), Kuchenbaecker, K.B. (Karoline), Michailidou, K. (Kyriaki), Mendoza-Fandino, G.A. (Gustavo A.), Nord, S. (Silje), Lilyquist, J. (Janna), Olswold, C. (Curtis), Hallberg, B. (Boubou), Agata, S. (Simona), Ahsan, H. (Habibul), Aittomäki, K. (Kristiina), Ambrosone, C.B. (Christine), Andrulis, I.L. (Irene), Anton-Culver, H. (Hoda), Arndt, V. (Volker), Arun, B.K. (Banu), Arver, B. (Brita Wasteson), Barile, M. (Monica), Barkardottir, R.B. (Rosa), Barrowdale, D. (Daniel), Beckmann, L. (Lars), Beckmann, M.W. (Matthias), Benítez, J. (Javier), Blank, S.V. (Stephanie), Blomqvist, C. (Carl), Bogdanova, N.V. (Natalia), Bojesen, S.E. (Stig), Bolla, M.K. (Manjeet), Bonnani, B. (Bernardo), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Burwinkel, B. (Barbara), Buys, S.S. (Saundra S.), Caldes, T. (Trinidad), Caligo, M.A. (Maria), Canzian, F. (Federico), Carpenter, T.A. (Adrian), Chang-Claude, J. (Jenny), Chanock, S.J. (Stephen J.), Chung, W.K. (Wendy K.), Claes, K.B.M. (Kathleen B.M.), Cox, A. (Angela), Cross, S.S. (Simon), Cunningham, J.M. (Julie), Czene, K. (Kamila), Daly, M.B. (Mary B.), Damiola, F. (Francesca), Darabi, H. (Hatef), Hoya, M. (Miguel) de La, Devilee, P. (Peter), Díez, O. (Orland), Ding, Y.C. (Yuan), Dolcetti, R. (Riccardo), Domchek, S.M. (Susan), Dorfling, C.M. (Cecilia), Santos Silva, I. (Isabel) dos, Dumont, M. (Martine), Dunning, A.M. (Alison), Eccles, D. (Diana), Ehrencrona, H. (Hans), Ekici, A.B. (Arif), Eliassen, H. (Heather), Ellis, S.D. (Steve), Fasching, P.A. (Peter), Figueroa, J.D. (Jonine), Flesch-Janys, D. (Dieter), Försti, A. (Asta), Fostira, F. (Florentia), Foulkes, W.D. (William), Friebel, M.O.W. (Mark ), Friedman, E. (Eitan), Frost, D. (Debra), Gabrielson, M. (Marike), Gammon, M. (Marilie), Ganz, P.A. (Patricia A.), Gapstur, S.M. (Susan M.), Garber, J. (Judy), Gaudet, M.M. (Mia), Gayther, S.A. (Simon), Gerdes, A-M. (Anne-Marie), Ghoussaini, M. (Maya), Giles, G.G. (Graham), Glendon, G. (Gord), Godwin, A.K. (Andrew K.), Goldberg, M.S. (Mark), Goldgar, D. (David), González-Neira, A. (Anna), Greene, M.H. (Mark H.), Gronwald, J. (Jacek), Guénel, P. (Pascal), Gunter, M.J. (Marc J.), Haeberle, L. (Lothar), Haiman, C.A. (Christopher A.), Hamann, U. (Ute), Hansen, T.V.O. (Thomas), Hart, S. (Stewart), Healey, S. (Sue), Heikkinen, T. (Tuomas), Henderson, B.E. (Brian), Herzog, J. (Josef), Hogervorst, F.B.L. (Frans), Hollestelle, A. (Antoinette), Hooning, M.J. (Maartje), Hoover, R.N. (Robert), Hopper, J.L. (John), Humphreys, K. (Keith), Hunter, D. (David), Huzarski, T. (Tomasz), Imyanitov, E.N. (Evgeny N.), Isaacs, C. (Claudine), Jakubowska, A. (Anna), James, M. (Margaret), Janavicius, R. (Ramunas), Jensen, U.B., John, E.M. (Esther), Jones, M. (Michael), Kabisch, M. (Maria), Kar, S. (Siddhartha), Karlan, B.Y. (Beth Y.), Khan, S. (Sofia), Khaw, K.T., Kibriya, M.G. (Muhammad), Knight, J.A. (Julia), Ko, Y.-D. (Yon-Dschun), Konstantopoulou, I. (I.), Kosma, V-M. (Veli-Matti), Kristensen, V. (Vessela), Kwong, A. (Ava), Laitman, Y. (Yael), Lambrechts, D. (Diether), Lázaro, C. (Conxi), Lee, E. (Eunjung), Le Marchand, L. (Loic), Lester, K.J. (Kathryn), Lindblom, A. (Annika), Lindor, N.M. (Noralane), Lindstrom, S. (Stephen), Liu, J. (Jianjun), Long, J. (Jirong), Lubinski, J. (Jan), Mai, P.L. (Phuong), Makalic, E. (Enes), Malone, K.E. (Kathleen E.), Mannermaa, A. (Arto), Manoukian, S. (Siranoush), Margolin, S. (Sara), Marme, F. (Federick), Martens, J.W.M. (John), McGuffog, L. (Lesley), Meindl, A. (Alfons), Miller, A. (Austin), Milne, R.L. (Roger), Miron, P. (Penelope), Montagna, M. (Marco), Mazoyer, S. (Sylvie), Mulligan, A.-M. (Anna-Marie), Muranen, T.A. (Taru), Nathanson, K.L. (Katherine), Neuhausen, S.L. (Susan), Nevanlinna, H. (Heli), Nordestgaard, B.G. (Børge), Nussbaum, R. (Robert), Offit, K. (Kenneth), Olah, E., Olopade, O.I. (Olufunmilayo I.), Olson, J.E. (Janet), Osorio, A. (Ana), Park, S.K. (Sue K.), Peeters, P.H.M., Peissel, B. (Bernard), Peterlongo, P. (Paolo), Peto, J. (Julian), Phelan, C. (Catherine), Pilarski, R. (Robert), Poppe, B. (Bruce), Pykäs, K. (Katri), Radice, P. (Paolo), Rahman, N. (Nazneen), Rantala, J. (Johanna), Rappaport, C. (Christine), Rennert, G. (Gad), Richardson, A.L. (Andrea), Robson, M. (Mark), Romieu, I. (Isabelle), Rudolph, A. (Anja), Rutgers, E.J.T. (Emiel), Sanchez, M.-J. (Maria-Jose), Santella, R. (Regina), Sawyer, E.J. (Elinor), Schmidt, D.F. (Daniel), Schmidt, M.K. (Marjanka), Schmutzler, R.K. (Rita), Schumacher, F.R. (Fredrick), Scott, R.J. (Rodney), Senter, L. (Leigha), Sharma, P. (Priyanka), Simard, J. (Jacques), Singer, C.F. (Christian), Sinilnikova, O. (Olga), Soucy, P. (Penny), Southey, M.C. (Melissa), Steinemann, D. (Doris), Stenmark-Askmalm, M. (Marie), Stoppa-Lyonnet, D. (Dominique), Swerdlow, A.J. (Anthony ), Szabo, C. (Csilla), Tamimi, R. (Rulla), Tapper, W. (William), Teixeira, P.J., Teo, S.-H. (Soo-Hwang), Terry, M.B. (Mary Beth), Thomassen, M. (Mads), Thompson, D. (Deborah), Tihomirova, L. (Laima), Toland, A.E. (Amanda), Tollenaar, R.A.E.M. (Rob), Tomlinson, I.P. (Ian), Truong, T. (Thérèse), Tsimiklis, H. (Helen), Teulé, A. (A.), Tumino, R. (Rosario), Tung, N. (Nadine), Turnbull, C. (Clare), Ursin, G. (Giski), Deurzen, C.H.M. (Carolien) van, Rensburg, E.J. (Elizabeth) van, Varon-Mateeva, R. (Raymonda), Wang, Z. (Zhaoming), Wang-Gohrke, S. (Shan), Weiderpass, E. (Elisabete), Weitzel, J.N. (Jeffrey), Whittemore, A.S. (Alice S.), Wildiers, H. (Hans), Winqvist, R. (Robert), Yang, X.R. (Xiaohong R.), Yannoukakos, D. (Drakoulis), Yao, S. (Song), Zamora, M.P. (Pilar), Zheng, W. (Wei), Hall, P. (Per), Kraft, P. (Peter), Vachon, C. (Celine), Slager, S. (Susan), Chenevix-Trench, G. (Georgia), Pharoah, P.D.P. (Paul), Monteiro, A.A.N. (Alvaro A. N.), García-Closas, M. (Montserrat), Easton, D.F. (Douglas F.), and Antoniou, A.C. (Antonis)

Abstract

Common variants in 94 loci have been associated with breast cancer including 15 loci with genome-wide significant associations (P<5 × 10-8) with oestrogen receptor (ER)-negative breast cancer and BRCA1-associated breast cancer risk. In this study, to identify new ER-negative susceptibility loci, we performed a meta-analysis of 11 genome-wide association studies (GWAS) consisting of 4,939 ER-negative cases and 14,352 controls, combined with 7,333 ER-negati

Published
2016
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7. Trans-ancestry genome-wide association study identifies 12 genetic loci influencing blood pressure and implicates a role for DNA methylation

Author

Kato, N. (Norihiro), Loh, M. (Marie), Takeuchi, F. (Fumihiko), Verweij, N. (Niek), Wang, X. (Xu), Zhang, W. (Weihua), NKelly, T. (Tanika), Saleheen, D., Lehne, B. (Benjamin), Leach, I.M. (Irene Mateo), Drong, A. (Alexander), Abbott, J. (James), Wahl, S. (Simone), Tan, S.-T. (Sian-Tsung), Scott, W.R. (William R.), Campanella, G. (Gianluca), Chadeau-Hyam, M. (Marc), Afzal, U. (Uzma), Ahluwalia, T.S. (Tarunveer Singh), Bonder, M.J. (Marc), Chen, P. (Ping), Dehghan, A. (Abbas), Edwards, T.L. (Todd L.), Esko, T. (Tõnu), Go, M.J. (Min Jin), Harris, S.E. (Sarah), Hartiala, J. (Jaana), Kasela, S. (Silva), Kasturiratne, A. (Anuradhani), Khor, C.C., Kleber, M.E. (Marcus), Li, H. (Huaixing), Mok, Z.Y. (Zuan Yu), Nakatochi, M. (Masahiro), Sapari, N.S. (Nur Sabrina), Saxena, R. (Richa), Stewart, A.F. (Alexandre F.), Stolk, L. (Lisette), Tabara, Y. (Yasuharu), Teh, A.L. (Ai Ling), Wu, Y. (Ying), Wu, J.-Y. (Jer-Yuarn), Zhang, Y. (Yi), Aits, I. (Imke), Da Silva Couto Alves, A. (Alexessander), Das, S. (Shikta), Dorajoo, R. (Rajkumar), CHopewell, J. (Jemma), Kim, Y.K. (Yun Kyoung), WKoivula, R. (Robert), Luan, J. (Jian'An), Lyytikäinen, L.-P. (Leo-Pekka), NNguyen, Q. (Quang), Pereira, M.A. (Mark A), Postmus, D. (Douwe), TRaitakari, O. (Olli), Scannell Bryan, M. (Molly), Scott, R.A. (Robert), Sorice, R., Tragante, V. (Vinicius), Traglia, M. (Michela), White, J. (Jon), Yamamoto, K. (Ken), Zhang, Y. (Yonghong), Adair, L.S. (Linda), Ahmed, A. (Alauddin), Akiyama, K. (Koichi), Asif, R. (Rasheed), Aung, T. (Tin), Barroso, I.E. (Inês), Bjonnes, A. (Andrew), Braun, T.R. (Timothy R.), Cai, H. (Hui), Chang, L.-C. (Li-Ching), Chen, C.-H., Cheng, C-Y. (Ching-Yu), Chong, Y.-S. (Yap-Seng), Collins, F.S. (Francis), Courtney, R. (Regina), Davies, G. (Gail), Delgado, G., Do, L.D. (Loi D.), Doevendans, P.A. (Pieter), Gansevoort, R.T. (Ron), Gao, Y. (Ying), Grammer, T.B. (Tanja B), Grarup, N. (Niels), Grewal, J. (Jagvir), Gu, D. (D.), SWander, G. (Gurpreet), Hartikainen, A.L., Hazen, S.L. (Stanley), He, J. (Jing), Heng, C.K. (Chew-Kiat), Hixso, E.J.A. (E. James Ames), Hofman, A. (Albert), Hsu, C. (Chris), Huang, W. (Wei), Husemoen, L.L.N. (Lise Lotte), Hwang, J.-Y. (Joo-Yeon), Ichihara, S. (Sahoko), Igase, M. (Michiya), Isono, M. (Masato), Justesen, J.M. (Johanne M.), Katsuya, T. (Tomohiro), GKibriya, M. (Muhammad), Kim, Y.J., Kishimoto, M. (Miyako), Koh, W.-P. (Woon-Puay), Kohara, K. (Katsuhiko), Kumari, M. (Meena), Kwek, K. (Kenneth), Lee, N.R. (Nanette), Lee, J. (Jeannette), Liao, J. (Jie), Lieb, W. (Wolfgang), Liewald, D.C.M. (David), Matsubara, T. (Tatsuaki), Matsushita, Y. (Yumi), Meitinger, T. (Thomas), Mihailov, E. (Evelin), Milani, L. (Lili), Mills, R. (Rebecca), Mononen, K. (Kari), Müller-Nurasyid, M. (Martina), Nabika, T. (Toru), Nakashima, E. (Eitaro), Ng, H.K. (Hong Kiat), Nikus, K. (Kjell), Nutile, T., Ohkubo, T. (Takayoshi), Ohnaka, K. (Keizo), Parish, S. (Sarah), Paternoster, L. (Lavinia), Peng, H. (Hao), Peters, A. (Annette), TPham, S. (Son), Pinidiyapathirage, M.J. (Mohitha J.), Rahman, M. (Mahfuzar), Rakugi, H. (Hiromi), Rolandsson, O. (Olov), Rozario, M.A. (Michelle Ann), Ruggiero, D., Sala, C. (Cinzia), Sarju, R. (Ralhan), Shimokawa, K. (Kazuro), Snieder, H. (Harold), Sparsø, T. (Thomas), Spiering, W. (Wilko), Starr, J.M. (John), Stott, D.J. (David J.), OStram, D. (Daniel), Sugiyama, T. (Takao), Szymczak, S. (Silke), Tang, W.H.W. (W.H. Wilson), Tong, L. (Lin), Trompet, S. (Stella), Turjanmaa, V. (Väinö), Ueshima, H. (Hirotsugu), Uitterlinden, A.G. (André), Umemura, S. (Satoshi), Vaarasmaki, M. (Marja), Dam, R.M. (Rob Mvan), Gilst, W.H. (Wiek) van, Veldhuisen, D.J. (Dirk) van, Viikari, J. (Jorma), Waldenberger, M. (Melanie), Wang, Y. (Yiqin), Wang, A. (Aili), Wilson, R. (Rory), Wong, T.Y. (Tien Yin), Xiang, Y.-B. (Yong-Bing), Yamaguchi, S. (Shuhei), Ye, X. (Xingwang), Young, R. (Robin), Young, T.L. (Terri), Yuan, J.-M. (Jian-Min), Zhou, X. (Xueya), Asselbergs, F.W. (Folkert), Ciullo, M., Clarke, R. (Robert), Deloukas, P. (Panagiotis), Franke, A. (Andre), Paul, W.F. (W. Frank), Franks, S. (Steve), Friedlander, Y. (Yechiel), Gross, M.D. (Myron D.), Guo, Z. (Zhirong), Hansen, T. (T.), Jarvelin, M.-R. (Marjo-Riitta), Jørgensen, T. (Torben), Jukema, J.W. (Jan Wouter), Kähönen, M. (Mika), Kajio, H. (Hiroshi), Kivimaki, M. (Mika), Lee, J.-Y. (Jong-Young), Lehtimäki, T. (Terho), Linneberg, A. (Allan), Miki, T. (Tetsuro), Pedersen, O. (Oluf), Samani, N.J. (Nilesh), Sørensen, T.I.A. (Thorkild), Takayanagi, R. (Ryoichi), Toniolo, D. (Daniela), Ahsan, H. (Habibul), Allayee, H. (Hooman), Chen, Y.-T. (Yuan-Tsong), Danesh, J. (John), Deary, I.J. (Ian), Franco, O.H. (Oscar), Franke, L. (Lude), THeijman, B. (Bastiaan), Holbrook, J.D. (Joanna D.), Isaacs, A.J. (Aaron), Kim, B.-J. (Bong-Jo), Lin, X. (Xu), Liu, J. (Jianjun), März, W. (Winfried), Metspalu, A. (Andres), Mohlke, K.L. (Karen), Sangher, K., Harambir, D. (Dharambir), Shu, X.-O. (Xiao-Ou), Meurs, J.B.J. (Joyce) van, Vithana, E.N. (Eranga), Wickremasinghe, A.R. (Ananda), Wijmenga, C. (Cisca), Wolffenbuttel, B.H.W. (Bruce H.W.), Yokota, M. (Mitsuhiro), Zheng, W. (Wei), Zhu, D. (Dingliang), Vineis, P. (Paolo), Kyrtopoulos, S.A. (Soterios A.), Kleinjans, J.C.S. (Jos C.S.), McCarthy, M.I. (Mark), Soong, R. (Richie), Gieger, C. (Christian), Scott, J. (James), Teo, Y.Y. (Yik Ying), He, J. (Jiang), Elliott, P. (Paul), Tai, E.S. (Shyong), Harst, P. (Pim) van der, Kooner, J.S. (Jaspal S.), Chambers, J.C. (John), Kato, N. (Norihiro), Loh, M. (Marie), Takeuchi, F. (Fumihiko), Verweij, N. (Niek), Wang, X. (Xu), Zhang, W. (Weihua), NKelly, T. (Tanika), Saleheen, D., Lehne, B. (Benjamin), Leach, I.M. (Irene Mateo), Drong, A. (Alexander), Abbott, J. (James), Wahl, S. (Simone), Tan, S.-T. (Sian-Tsung), Scott, W.R. (William R.), Campanella, G. (Gianluca), Chadeau-Hyam, M. (Marc), Afzal, U. (Uzma), Ahluwalia, T.S. (Tarunveer Singh), Bonder, M.J. (Marc), Chen, P. (Ping), Dehghan, A. (Abbas), Edwards, T.L. (Todd L.), Esko, T. (Tõnu), Go, M.J. (Min Jin), Harris, S.E. (Sarah), Hartiala, J. (Jaana), Kasela, S. (Silva), Kasturiratne, A. (Anuradhani), Khor, C.C., Kleber, M.E. (Marcus), Li, H. (Huaixing), Mok, Z.Y. (Zuan Yu), Nakatochi, M. (Masahiro), Sapari, N.S. (Nur Sabrina), Saxena, R. (Richa), Stewart, A.F. (Alexandre F.), Stolk, L. (Lisette), Tabara, Y. (Yasuharu), Teh, A.L. (Ai Ling), Wu, Y. (Ying), Wu, J.-Y. (Jer-Yuarn), Zhang, Y. (Yi), Aits, I. (Imke), Da Silva Couto Alves, A. (Alexessander), Das, S. (Shikta), Dorajoo, R. (Rajkumar), CHopewell, J. (Jemma), Kim, Y.K. (Yun Kyoung), WKoivula, R. (Robert), Luan, J. (Jian'An), Lyytikäinen, L.-P. (Leo-Pekka), NNguyen, Q. (Quang), Pereira, M.A. (Mark A), Postmus, D. (Douwe), TRaitakari, O. (Olli), Scannell Bryan, M. (Molly), Scott, R.A. (Robert), Sorice, R., Tragante, V. (Vinicius), Traglia, M. (Michela), White, J. (Jon), Yamamoto, K. (Ken), Zhang, Y. (Yonghong), Adair, L.S. (Linda), Ahmed, A. (Alauddin), Akiyama, K. (Koichi), Asif, R. (Rasheed), Aung, T. (Tin), Barroso, I.E. (Inês), Bjonnes, A. (Andrew), Braun, T.R. (Timothy R.), Cai, H. (Hui), Chang, L.-C. (Li-Ching), Chen, C.-H., Cheng, C-Y. (Ching-Yu), Chong, Y.-S. (Yap-Seng), Collins, F.S. (Francis), Courtney, R. (Regina), Davies, G. (Gail), Delgado, G., Do, L.D. (Loi D.), Doevendans, P.A. (Pieter), Gansevoort, R.T. (Ron), Gao, Y. (Ying), Grammer, T.B. (Tanja B), Grarup, N. (Niels), Grewal, J. (Jagvir), Gu, D. (D.), SWander, G. (Gurpreet), Hartikainen, A.L., Hazen, S.L. (Stanley), He, J. (Jing), Heng, C.K. (Chew-Kiat), Hixso, E.J.A. (E. James Ames), Hofman, A. (Albert), Hsu, C. (Chris), Huang, W. (Wei), Husemoen, L.L.N. (Lise Lotte), Hwang, J.-Y. (Joo-Yeon), Ichihara, S. (Sahoko), Igase, M. (Michiya), Isono, M. (Masato), Justesen, J.M. (Johanne M.), Katsuya, T. (Tomohiro), GKibriya, M. (Muhammad), Kim, Y.J., Kishimoto, M. (Miyako), Koh, W.-P. (Woon-Puay), Kohara, K. (Katsuhiko), Kumari, M. (Meena), Kwek, K. (Kenneth), Lee, N.R. (Nanette), Lee, J. (Jeannette), Liao, J. (Jie), Lieb, W. (Wolfgang), Liewald, D.C.M. (David), Matsubara, T. (Tatsuaki), Matsushita, Y. (Yumi), Meitinger, T. (Thomas), Mihailov, E. (Evelin), Milani, L. (Lili), Mills, R. (Rebecca), Mononen, K. (Kari), Müller-Nurasyid, M. (Martina), Nabika, T. (Toru), Nakashima, E. (Eitaro), Ng, H.K. (Hong Kiat), Nikus, K. (Kjell), Nutile, T., Ohkubo, T. (Takayoshi), Ohnaka, K. (Keizo), Parish, S. (Sarah), Paternoster, L. (Lavinia), Peng, H. (Hao), Peters, A. (Annette), TPham, S. (Son), Pinidiyapathirage, M.J. (Mohitha J.), Rahman, M. (Mahfuzar), Rakugi, H. (Hiromi), Rolandsson, O. (Olov), Rozario, M.A. (Michelle Ann), Ruggiero, D., Sala, C. (Cinzia), Sarju, R. (Ralhan), Shimokawa, K. (Kazuro), Snieder, H. (Harold), Sparsø, T. (Thomas), Spiering, W. (Wilko), Starr, J.M. (John), Stott, D.J. (David J.), OStram, D. (Daniel), Sugiyama, T. (Takao), Szymczak, S. (Silke), Tang, W.H.W. (W.H. Wilson), Tong, L. (Lin), Trompet, S. (Stella), Turjanmaa, V. (Väinö), Ueshima, H. (Hirotsugu), Uitterlinden, A.G. (André), Umemura, S. (Satoshi), Vaarasmaki, M. (Marja), Dam, R.M. (Rob Mvan), Gilst, W.H. (Wiek) van, Veldhuisen, D.J. (Dirk) van, Viikari, J. (Jorma), Waldenberger, M. (Melanie), Wang, Y. (Yiqin), Wang, A. (Aili), Wilson, R. (Rory), Wong, T.Y. (Tien Yin), Xiang, Y.-B. (Yong-Bing), Yamaguchi, S. (Shuhei), Ye, X. (Xingwang), Young, R. (Robin), Young, T.L. (Terri), Yuan, J.-M. (Jian-Min), Zhou, X. (Xueya), Asselbergs, F.W. (Folkert), Ciullo, M., Clarke, R. (Robert), Deloukas, P. (Panagiotis), Franke, A. (Andre), Paul, W.F. (W. Frank), Franks, S. (Steve), Friedlander, Y. (Yechiel), Gross, M.D. (Myron D.), Guo, Z. (Zhirong), Hansen, T. (T.), Jarvelin, M.-R. (Marjo-Riitta), Jørgensen, T. (Torben), Jukema, J.W. (Jan Wouter), Kähönen, M. (Mika), Kajio, H. (Hiroshi), Kivimaki, M. (Mika), Lee, J.-Y. (Jong-Young), Lehtimäki, T. (Terho), Linneberg, A. (Allan), Miki, T. (Tetsuro), Pedersen, O. (Oluf), Samani, N.J. (Nilesh), Sørensen, T.I.A. (Thorkild), Takayanagi, R. (Ryoichi), Toniolo, D. (Daniela), Ahsan, H. (Habibul), Allayee, H. (Hooman), Chen, Y.-T. (Yuan-Tsong), Danesh, J. (John), Deary, I.J. (Ian), Franco, O.H. (Oscar), Franke, L. (Lude), THeijman, B. (Bastiaan), Holbrook, J.D. (Joanna D.), Isaacs, A.J. (Aaron), Kim, B.-J. (Bong-Jo), Lin, X. (Xu), Liu, J. (Jianjun), März, W. (Winfried), Metspalu, A. (Andres), Mohlke, K.L. (Karen), Sangher, K., Harambir, D. (Dharambir), Shu, X.-O. (Xiao-Ou), Meurs, J.B.J. (Joyce) van, Vithana, E.N. (Eranga), Wickremasinghe, A.R. (Ananda), Wijmenga, C. (Cisca), Wolffenbuttel, B.H.W. (Bruce H.W.), Yokota, M. (Mitsuhiro), Zheng, W. (Wei), Zhu, D. (Dingliang), Vineis, P. (Paolo), Kyrtopoulos, S.A. (Soterios A.), Kleinjans, J.C.S. (Jos C.S.), McCarthy, M.I. (Mark), Soong, R. (Richie), Gieger, C. (Christian), Scott, J. (James), Teo, Y.Y. (Yik Ying), He, J. (Jiang), Elliott, P. (Paul), Tai, E.S. (Shyong), Harst, P. (Pim) van der, Kooner, J.S. (Jaspal S.), and Chambers, J.C. (John)

Abstract

We carried out a trans-ancestry genome-wide association and replication study of blood pressure phenotypes among up to 320,251 individuals of East Asian, European and South Asian ancestry. We find genetic variants at 12 new loci to be associated with blood pressure (P = 3.9 × 10 -11 to 5.0 × 10 -21). The sentinel blood pressure SNPs are enriched for association with DNA methylation at multiple nearby CpG sites, suggesting that, at some of the loci identified, DNA methylation may lie on the regulatory pathway linking sequence variation to blood pressure. The sentinel SNPs at the 12 new loci point to genes involved in vascular smooth muscle (IGFBP3, KCNK3, PDE3A and PRDM6) and renal (ARHGAP24, OSR1, SLC22A7 and TBX2) function. The new and known genetic variants predict increased left ventricular mass, circulating levels of NT-proBNP, and cardiovascular and all-cause mortality (P = 0.04 to 8.6 × 10 -6). Our results provide new evidence for the role of DNA methylation in blood pressure regulation.

Published
2015
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8. Genome-wide association analysis of more than 120,000 individuals identifies 15 new susceptibility loci for breast cancer

Author

Michailidou, K. (Kyriaki), Beesley, J. (Jonathan), Lindstrom, S. (Stephen), Canisius, S. (Sander), Dennis, J. (Joe), Lush, M. (Michael), Maranian, M. (Melanie), Bolla, M.K. (Manjeet), Wang, Q. (Qing), Shah, M. (Mitul), Perkins, B. (Barbara), Czene, K. (Kamila), Eriksson, M. (Mikael), Darabi, H. (Hatef), Brand, J.S. (Judith S.), Bojesen, S.E. (Stig), Nordestgaard, B.G. (Børge), Flyger, H. (Henrik), Nielsen, S.F. (Sune), Rahman, N. (Nazneen), Turnbull, C. (Clare), Fletcher, O. (Olivia), Peto, J. (Julian), Gibson, L.J. (Lorna), Santos Silva, I. (Isabel) dos, Chang-Claude, J. (Jenny), Flesch-Janys, D. (Dieter), Rudolph, A. (Anja), Eilber, U. (Ursula), Behrens, T.W. (Timothy), Nevanlinna, H. (Heli), Muranen, T.A. (Taru), Aittomäki, K. (Kristiina), Blomqvist, C. (Carl), Khan, S. (Sofia), Aaltonen, K. (Kirsimari), Ahsan, H. (Habibul), Kibriya, M.G. (Muhammad), Whittemore, A.S. (Alice S.), John, E.M. (Esther M.), Malone, K.E. (Kathleen E.), Gammon, M.D. (Marilie), Santella, R.M. (Regina M.), Ursin, G. (Giske), Makalic, E. (Enes), Schmidt, D.F. (Daniel), Casey, G. (Graham), Hunter, D.J. (David J.), Gapstur, S.M. (Susan M.), Gaudet, M.M. (Mia), Diver, W.R. (Ryan), Haiman, C.A. (Christopher A.), Schumacher, F.R. (Fredrick), Henderson, B.E. (Brian), Le Marchand, L. (Loic), Berg, C.D. (Christine), Chanock, S.J. (Stephen), Figueroa, J.D. (Jonine), Hoover, R.N. (Robert N.), Lambrechts, D. (Diether), Neven, P. (Patrick), Wildiers, H. (Hans), Limbergen, E. (Erik) van, Schmidt, M.K. (Marjanka), Broeks, A. (Annegien), Verhoef, S., Cornelissen, S. (Sten), Couch, F.J. (Fergus), Olson, J.E. (Janet), Hallberg, B. (Boubou), Vachon, C. (Celine), Waisfisz, Q. (Quinten), Meijers-Heijboer, E.J. (Hanne), Adank, M.A. (Muriel), Luijt, R.B. (Rob) van der, Li, J. (Jingmei), Liu, J. (Jianjun), Humphreys, M.K. (Manjeet), Kang, D. (Daehee), Choi, J.-Y. (Ji-Yeob), Park, S.K. (Sue K.), Yoo, K.Y., Matsuo, K. (Keitaro), Ito, H. (Hidemi), Iwata, H. (Hiroji), Tajima, K. (Kazuo), Guénel, P. (Pascal), Truong, T. (Thérèse), Mulot, C. (Claire), Sanchez, M. (Marie), Burwinkel, B. (Barbara), Marme, F. (Federick), Surowy, H. (Harald), Sohn, C. (Christof), Wu, A.H. (Anna H), Tseng, C.-C. (Chiu-chen), Van Den Berg, D. (David), Stram, D.O. (Daniel O.), González-Neira, A. (Anna), Benítez, J. (Javier), Zamora, M.P. (Pilar), Perez, J.I.A. (Jose Ignacio Arias), Shu, X.-O. (Xiao-Ou), Lu, W. (Wei), Gao, Y. (Ying), Cai, H. (Hui), Cox, A. (Angela), Cross, S.S. (Simon), Reed, M.W.R. (Malcolm), Andrulis, I.L. (Irene), Knight, J.A. (Julia), Glendon, G. (Gord), Mulligan, A.-M. (Anna-Marie), Sawyer, E.J. (Elinor), Tomlinson, I.P. (Ian), Kerin, M. (Michael), Miller, N. (Nicola), Lindblom, A. (Annika), Margolin, S. (Sara), Teo, S.H. (Soo Hwang), Yip, C.H. (Cheng Har), Taib, N.A.M. (Nur Aishah Mohd), Tan, G.-H. (Gie-Hooi), Hooning, M.J. (Maartje), Hollestelle, A. (Antoinette), Martens, J.W.M. (John), Collée, J.M. (Margriet), Blot, W.J. (William), Signorello, L.B. (Lisa B.), Cai, Q. (Qiuyin), Hopper, J. (John), Southey, M.C. (Melissa), Tsimiklis, H. (Helen), Apicella, C. (Carmel), Shen, C-Y. (Chen-Yang), Hsiung, C.-N. (Chia-Ni), Wu, P.-E. (Pei-Ei), Hou, M.-F. (Ming-Feng), Kristensen, V. (Vessela), Nord, S. (Silje), Alnæs, G.G. (Grethe), Giles, G.G. (Graham G.), Milne, R.L. (Roger), McLean, C.A. (Catriona Ann), Canzian, F. (Federico), Trichopoulos, D. (Dimitrios), Peeters, P.H.M., Lund, E. (Eiliv), Sund, R. (Reijo), Khaw, K.T., Gunter, M.J. (Marc J.), Palli, D. (Domenico), Mortensen, L.M. (Lotte Maxild), Dossus, L. (Laure), Huerta, J.-M. (Jose-Maria), Meindl, A. (Alfons), Schmutzler, R.K. (Rita), Sutter, C. (Christian), Yang, R. (Rongxi), Muir, K. (Kenneth), Lophatananon, A. (Artitaya), Stewart-Brown, S. (Sarah), Siriwanarangsan, P. (Pornthep), Hartman, J.M. (Joost), Miao, X., Chia, K.S. (Kee Seng), Chan, C.W. (Ching Wan), Fasching, P.A. (Peter), Hein, R. (Rebecca), Beckmann, M.W. (Matthias), Haeberle, L. (Lothar), Brenner, H. (Hermann), Dieffenbach, A.K. (Aida Karina), Arndt, V. (Volker), Stegmaier, C. (Christa), Ashworth, A. (Alan), Orr, N. (Nick), Schoemaker, M. (Minouk), Swerdlow, A.J. (Anthony ), Brinton, L.A. (Louise), García-Closas, M. (Montserrat), Zheng, W. (Wei), Halverson, S.L. (Sandra L.), Shrubsole, M. (Martha), Long, J. (Jirong), Goldberg, M.S. (Mark), Labrèche, F. (France), Dumont, M. (Martine), Winqvist, R. (Robert), Pykäs, K. (Katri), Jukkola-Vuorinen, A. (Arja), Grip, M. (Mervi), Brauch, H. (Hiltrud), Hamann, U. (Ute), Brüning, T. (Thomas), Radice, P. (Paolo), Peterlongo, P. (Paolo), Manoukian, S. (Siranoush), Bernard, L. (Loris), Bogdanova, N.V. (Natalia), Dörk, T. (Thilo), Mannermaa, A. (Arto), Kataja, V. (Vesa), Kosma, V-M. (Veli-Matti), Hartikainen, J.M. (J.), Devilee, P. (Peter), Tollenaar, R.A.E.M. (Rob), Seynaeve, C.M. (Caroline), Asperen, C.J. (Christi) van, Jakubowska, A. (Anna), Lubinski, J. (Jan), Jaworska, K. (Katarzyna), Huzarski, T. (Tomasz), Sangrajrang, S. (Suleeporn), Gaborieau, V. (Valerie), Brennan, P. (Paul), McKay, J.D. (James), Slager, S. (Susan), Toland, A.E. (Amanda), Ambrosone, C.B. (Christine), Yannoukakos, D. (Drakoulis), Kabisch, M. (Maria), Torres, D. (Diana), Neuhausen, S.L. (Susan), Anton-Culver, H. (Hoda), Luccarini, C. (Craig), Baynes, C. (Caroline), Ahmed, S. (Shahana), Healey, S. (Sue), Tessier, D.C. (Daniel C.), Vincent, D. (Daniel), Bacot, F. (Francois), Pita, G. (Guillermo), Alonso, M.R. (Rosario), Álvarez, N. (Nuria), Herrero, D. (Daniel), Simard, J. (Jacques), Pharoah, P.P.D.P. (Paul P.D.P.), Kraft, P. (Peter), Dunning, A.M. (Alison), Chenevix-Trench, G. (Georgia), Hall, P. (Per), Easton, D.F. (Douglas), Michailidou, K. (Kyriaki), Beesley, J. (Jonathan), Lindstrom, S. (Stephen), Canisius, S. (Sander), Dennis, J. (Joe), Lush, M. (Michael), Maranian, M. (Melanie), Bolla, M.K. (Manjeet), Wang, Q. (Qing), Shah, M. (Mitul), Perkins, B. (Barbara), Czene, K. (Kamila), Eriksson, M. (Mikael), Darabi, H. (Hatef), Brand, J.S. (Judith S.), Bojesen, S.E. (Stig), Nordestgaard, B.G. (Børge), Flyger, H. (Henrik), Nielsen, S.F. (Sune), Rahman, N. (Nazneen), Turnbull, C. (Clare), Fletcher, O. (Olivia), Peto, J. (Julian), Gibson, L.J. (Lorna), Santos Silva, I. (Isabel) dos, Chang-Claude, J. (Jenny), Flesch-Janys, D. (Dieter), Rudolph, A. (Anja), Eilber, U. (Ursula), Behrens, T.W. (Timothy), Nevanlinna, H. (Heli), Muranen, T.A. (Taru), Aittomäki, K. (Kristiina), Blomqvist, C. (Carl), Khan, S. (Sofia), Aaltonen, K. (Kirsimari), Ahsan, H. (Habibul), Kibriya, M.G. (Muhammad), Whittemore, A.S. (Alice S.), John, E.M. (Esther M.), Malone, K.E. (Kathleen E.), Gammon, M.D. (Marilie), Santella, R.M. (Regina M.), Ursin, G. (Giske), Makalic, E. (Enes), Schmidt, D.F. (Daniel), Casey, G. (Graham), Hunter, D.J. (David J.), Gapstur, S.M. (Susan M.), Gaudet, M.M. (Mia), Diver, W.R. (Ryan), Haiman, C.A. (Christopher A.), Schumacher, F.R. (Fredrick), Henderson, B.E. (Brian), Le Marchand, L. (Loic), Berg, C.D. (Christine), Chanock, S.J. (Stephen), Figueroa, J.D. (Jonine), Hoover, R.N. (Robert N.), Lambrechts, D. (Diether), Neven, P. (Patrick), Wildiers, H. (Hans), Limbergen, E. (Erik) van, Schmidt, M.K. (Marjanka), Broeks, A. (Annegien), Verhoef, S., Cornelissen, S. (Sten), Couch, F.J. (Fergus), Olson, J.E. (Janet), Hallberg, B. (Boubou), Vachon, C. (Celine), Waisfisz, Q. (Quinten), Meijers-Heijboer, E.J. (Hanne), Adank, M.A. (Muriel), Luijt, R.B. (Rob) van der, Li, J. (Jingmei), Liu, J. (Jianjun), Humphreys, M.K. (Manjeet), Kang, D. (Daehee), Choi, J.-Y. (Ji-Yeob), Park, S.K. (Sue K.), Yoo, K.Y., Matsuo, K. (Keitaro), Ito, H. (Hidemi), Iwata, H. (Hiroji), Tajima, K. (Kazuo), Guénel, P. (Pascal), Truong, T. (Thérèse), Mulot, C. (Claire), Sanchez, M. (Marie), Burwinkel, B. (Barbara), Marme, F. (Federick), Surowy, H. (Harald), Sohn, C. (Christof), Wu, A.H. (Anna H), Tseng, C.-C. (Chiu-chen), Van Den Berg, D. (David), Stram, D.O. (Daniel O.), González-Neira, A. (Anna), Benítez, J. (Javier), Zamora, M.P. (Pilar), Perez, J.I.A. (Jose Ignacio Arias), Shu, X.-O. (Xiao-Ou), Lu, W. (Wei), Gao, Y. (Ying), Cai, H. (Hui), Cox, A. (Angela), Cross, S.S. (Simon), Reed, M.W.R. (Malcolm), Andrulis, I.L. (Irene), Knight, J.A. (Julia), Glendon, G. (Gord), Mulligan, A.-M. (Anna-Marie), Sawyer, E.J. (Elinor), Tomlinson, I.P. (Ian), Kerin, M. (Michael), Miller, N. (Nicola), Lindblom, A. (Annika), Margolin, S. (Sara), Teo, S.H. (Soo Hwang), Yip, C.H. (Cheng Har), Taib, N.A.M. (Nur Aishah Mohd), Tan, G.-H. (Gie-Hooi), Hooning, M.J. (Maartje), Hollestelle, A. (Antoinette), Martens, J.W.M. (John), Collée, J.M. (Margriet), Blot, W.J. (William), Signorello, L.B. (Lisa B.), Cai, Q. (Qiuyin), Hopper, J. (John), Southey, M.C. (Melissa), Tsimiklis, H. (Helen), Apicella, C. (Carmel), Shen, C-Y. (Chen-Yang), Hsiung, C.-N. (Chia-Ni), Wu, P.-E. (Pei-Ei), Hou, M.-F. (Ming-Feng), Kristensen, V. (Vessela), Nord, S. (Silje), Alnæs, G.G. (Grethe), Giles, G.G. (Graham G.), Milne, R.L. (Roger), McLean, C.A. (Catriona Ann), Canzian, F. (Federico), Trichopoulos, D. (Dimitrios), Peeters, P.H.M., Lund, E. (Eiliv), Sund, R. (Reijo), Khaw, K.T., Gunter, M.J. (Marc J.), Palli, D. (Domenico), Mortensen, L.M. (Lotte Maxild), Dossus, L. (Laure), Huerta, J.-M. (Jose-Maria), Meindl, A. (Alfons), Schmutzler, R.K. (Rita), Sutter, C. (Christian), Yang, R. (Rongxi), Muir, K. (Kenneth), Lophatananon, A. (Artitaya), Stewart-Brown, S. (Sarah), Siriwanarangsan, P. (Pornthep), Hartman, J.M. (Joost), Miao, X., Chia, K.S. (Kee Seng), Chan, C.W. (Ching Wan), Fasching, P.A. (Peter), Hein, R. (Rebecca), Beckmann, M.W. (Matthias), Haeberle, L. (Lothar), Brenner, H. (Hermann), Dieffenbach, A.K. (Aida Karina), Arndt, V. (Volker), Stegmaier, C. (Christa), Ashworth, A. (Alan), Orr, N. (Nick), Schoemaker, M. (Minouk), Swerdlow, A.J. (Anthony ), Brinton, L.A. (Louise), García-Closas, M. (Montserrat), Zheng, W. (Wei), Halverson, S.L. (Sandra L.), Shrubsole, M. (Martha), Long, J. (Jirong), Goldberg, M.S. (Mark), Labrèche, F. (France), Dumont, M. (Martine), Winqvist, R. (Robert), Pykäs, K. (Katri), Jukkola-Vuorinen, A. (Arja), Grip, M. (Mervi), Brauch, H. (Hiltrud), Hamann, U. (Ute), Brüning, T. (Thomas), Radice, P. (Paolo), Peterlongo, P. (Paolo), Manoukian, S. (Siranoush), Bernard, L. (Loris), Bogdanova, N.V. (Natalia), Dörk, T. (Thilo), Mannermaa, A. (Arto), Kataja, V. (Vesa), Kosma, V-M. (Veli-Matti), Hartikainen, J.M. (J.), Devilee, P. (Peter), Tollenaar, R.A.E.M. (Rob), Seynaeve, C.M. (Caroline), Asperen, C.J. (Christi) van, Jakubowska, A. (Anna), Lubinski, J. (Jan), Jaworska, K. (Katarzyna), Huzarski, T. (Tomasz), Sangrajrang, S. (Suleeporn), Gaborieau, V. (Valerie), Brennan, P. (Paul), McKay, J.D. (James), Slager, S. (Susan), Toland, A.E. (Amanda), Ambrosone, C.B. (Christine), Yannoukakos, D. (Drakoulis), Kabisch, M. (Maria), Torres, D. (Diana), Neuhausen, S.L. (Susan), Anton-Culver, H. (Hoda), Luccarini, C. (Craig), Baynes, C. (Caroline), Ahmed, S. (Shahana), Healey, S. (Sue), Tessier, D.C. (Daniel C.), Vincent, D. (Daniel), Bacot, F. (Francois), Pita, G. (Guillermo), Alonso, M.R. (Rosario), Álvarez, N. (Nuria), Herrero, D. (Daniel), Simard, J. (Jacques), Pharoah, P.P.D.P. (Paul P.D.P.), Kraft, P. (Peter), Dunning, A.M. (Alison), Chenevix-Trench, G. (Georgia), Hall, P. (Per), and Easton, D.F. (Douglas)

Abstract

Genome-wide association studies (GWAS) and large-scale replication studies have identified common variants in 79 loci associated with breast cancer, explaining ∼14% of the familial risk of the disease. To identify new susceptibility loci, we performed a meta-analysis of 11 GWAS, comprising 15,748 breast cancer cases and 18,084 controls together with 46,785 cases and 42,892 controls from 41 studies genotyped on a 211,155-marker custom array (iCOGS). Analyses were restricted to women of European ancestry. We generated genotypes for more than 11 million SNPs by imputation using the 1000 Genomes Project reference panel, and we identified 15 new loci associated with breast cancer at P < 5 × 10 â '8. Combining association analysis with ChIP-seq chromatin binding data in mammary cell lines and ChIA-PET chromatin interaction data from ENCODE, we identified likely target genes in two regions: SETBP1 at 18q12.3 and RNF115 and PDZK1 at 1q21.1. One association appears to be driven by an amino acid substitution encoded in EXO1.

Published
2015
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