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Gene-educational attainment interactions in a multi-ancestry genome-wide meta-analysis identify novel blood pressure loci
Educational attainment is widely used as a surrogate for socioeconomic status (SES). Low SES is a risk factor for hypertension and high blood pressure (BP). To identify novel BP loci, we performed multi-ancestry meta-analyses accounting for gene-educational attainment interactions using two variable...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7641978/ https://www.ncbi.nlm.nih.gov/pubmed/32372009 http://dx.doi.org/10.1038/s41380-020-0719-3 |
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author | de las Fuentes, Lisa Sung, Yun Ju Noordam, Raymond Winkler, Thomas Feitosa, Mary F. Schwander, Karen Bentley, Amy R. Brown, Michael R. Guo, Xiuqing Manning, Alisa Chasman, Daniel I. Aschard, Hugues Bartz, Traci M. Bielak, Lawrence F. Campbell, Archie Cheng, Ching-Yu Dorajoo, Rajkumar Hartwig, Fernando P. Horimoto, A.R.V.R. Li, Changwei Li-Gao, Ruifang Liu, Yongmei Marten, Jonathan Musani, Solomon K. Ntalla, Ioanna Rankinen, Tuomo Richard, Melissa Sim, Xueling Smith, Albert V. Tajuddin, Salman M. Tayo, Bamidele O. Vojinovic, Dina Warren, Helen R. Xuan, Deng Alver, Maris Boissel, Mathilde Chai, Jin-Fang Chen, Xu Christensen, Kaare Divers, Jasmin Evangelou, Evangelos Gao, Chuan Girotto, Giorgia Harris, Sarah E. He, Meian Hsu, Fang-Chi Kühnel, Brigitte Laguzzi, Federica Li, Xiaoyin Lyytikäinen, Leo-Pekka Nolte, Ilja M. Poveda, Alaitz Rauramaa, Rainer Riaz, Muhammad Rueedi, Rico Shu, Xiao-ou Snieder, Harold Sofer, Tamar Takeuchi, Fumihiko Verweij, Niek Ware, Erin B. Weiss, Stefan Yanek, Lisa R. Amin, Najaf Arking, Dan E. Arnett, Donna K. Bergmann, Sven Boerwinkle, Eric Brody, Jennifer A. Broeckel, Ulrich Brumat, Marco Burke, Gregory Cabrera, Claudia P. Canouil, Mickaël Chee, Miao Li Chen, Yii-Der Ida Cocca, Massimiliano Connell, John de Silva, H. Janaka de Vries, Paul S. Eiriksdottir, Gudny Faul, Jessica D. Fisher, Virginia Forrester, Terrence Fox, Ervin F. Friedlander, Yechiel Gao, He Gigante, Bruna Giulianini, Franco Gu, Chi Charles Gu, Dongfeng Harris, Tamara B. He, Jiang Heikkinen, Sami Heng, Chew-Kiat Hunt, Steven Ikram, M. Arfan Irvin, Marguerite R. Kähönen, Mika Kavousi, Maryam Khor, Chiea Chuen Kilpeläinen, Tuomas O. Koh, Woon-Puay Komulainen, Pirjo Kraja, Aldi T. Krieger, J.E. Langefeld, Carl D. Li, Yize Liang, Jingjing Liewald, David C.M. Liu, Ching-Ti Liu, Jianjun Lohman, Kurt K. Mägi, Reedik McKenzie, Colin A. Meitinger, Thomas Metspalu, Andres Milaneschi, Yuri Milani, Lili Mook-Kanamori, Dennis O. Nalls, Mike A. Nelson, Christopher P. Norris, Jill M. O’Connell, Jeff Ogunniyi, Adesola Padmanabhan, Sandosh Palmer, Nicholette D. Pedersen, Nancy L. Perls, Thomas Peters, Annette Petersmann, Astrid Peyser, Patricia A. Polasek, Ozren Porteous, David J. Raffel, Leslie J. Rice, Treva K. Rotter, Jerome I. Rudan, Igor Rueda-Ochoa, Oscar-Leonel Sabanayagam, Charumathi Salako, Babatunde L. Schreiner, Pamela J. Shikany, James M. Sidney, Stephen S. Sims, Mario Sitlani, Colleen M. Smith, Jennifer A. Starr, John M. Strauch, Konstantin Swertz, Morris A. Teumer, Alexander Tham, Yih Chung Uitterlinden, André G. Vaidya, Dhananjay van der Ende, M. Yldau Waldenberger, Melanie Wang, Lihua Wang, Ya-Xing Wei, Wen-Bin Weir, David R. Wen, Wanqing Yao, Jie Yu, Bing Yu, Caizheng Yuan, Jian-Min Zhao, Wei Zonderman, Alan B. Becker, Diane M. Bowden, Donald W. Deary, Ian J. Dörr, Marcus Esko, Tõnu Freedman, Barry I Froguel, Philippe Gasparini, Paolo Gieger, Christian Jonas, Jost Bruno Kammerer, Candace M. Kato, Norihiro Lakka, Timo A. Leander, Karin Lehtimäki, Terho Magnusson, Patrik K.E. Marques-Vidal, Pedro Penninx, Brenda W.J.H. Samani, Nilesh J. van der Harst, Pim Wagenknecht, Lynne E. Wu, Tangchun Zheng, Wei Zhu, Xiaofeng Bouchard, Claude Cooper, Richard S. Correa, Adolfo Evans, Michele K. Gudnason, Vilmundur Hayward, Caroline Horta, Bernardo L. Kelly, Tanika N. Kritchevsky, Stephen B. Levy, Daniel Palmas, Walter R. Pereira, A.C. Province, Michael M. Psaty, Bruce M. Ridker, Paul M. Rotimi, Charles N. Tai, E. Shyong van Dam, Rob M. van Duijn, Cornelia M. Wong, Tien Yin Rice, Kenneth Gauderman, W. James Morrison, Alanna C. North, Kari E. Kardia, Sharon L.R. Caulfield, Mark J. Elliott, Paul Munroe, Patricia B. Franks, Paul W. Rao, Dabeeru C. Fornage, Myriam |
author_facet | de las Fuentes, Lisa Sung, Yun Ju Noordam, Raymond Winkler, Thomas Feitosa, Mary F. Schwander, Karen Bentley, Amy R. Brown, Michael R. Guo, Xiuqing Manning, Alisa Chasman, Daniel I. Aschard, Hugues Bartz, Traci M. Bielak, Lawrence F. Campbell, Archie Cheng, Ching-Yu Dorajoo, Rajkumar Hartwig, Fernando P. Horimoto, A.R.V.R. Li, Changwei Li-Gao, Ruifang Liu, Yongmei Marten, Jonathan Musani, Solomon K. Ntalla, Ioanna Rankinen, Tuomo Richard, Melissa Sim, Xueling Smith, Albert V. Tajuddin, Salman M. Tayo, Bamidele O. Vojinovic, Dina Warren, Helen R. Xuan, Deng Alver, Maris Boissel, Mathilde Chai, Jin-Fang Chen, Xu Christensen, Kaare Divers, Jasmin Evangelou, Evangelos Gao, Chuan Girotto, Giorgia Harris, Sarah E. He, Meian Hsu, Fang-Chi Kühnel, Brigitte Laguzzi, Federica Li, Xiaoyin Lyytikäinen, Leo-Pekka Nolte, Ilja M. Poveda, Alaitz Rauramaa, Rainer Riaz, Muhammad Rueedi, Rico Shu, Xiao-ou Snieder, Harold Sofer, Tamar Takeuchi, Fumihiko Verweij, Niek Ware, Erin B. Weiss, Stefan Yanek, Lisa R. Amin, Najaf Arking, Dan E. Arnett, Donna K. Bergmann, Sven Boerwinkle, Eric Brody, Jennifer A. Broeckel, Ulrich Brumat, Marco Burke, Gregory Cabrera, Claudia P. Canouil, Mickaël Chee, Miao Li Chen, Yii-Der Ida Cocca, Massimiliano Connell, John de Silva, H. Janaka de Vries, Paul S. Eiriksdottir, Gudny Faul, Jessica D. Fisher, Virginia Forrester, Terrence Fox, Ervin F. Friedlander, Yechiel Gao, He Gigante, Bruna Giulianini, Franco Gu, Chi Charles Gu, Dongfeng Harris, Tamara B. He, Jiang Heikkinen, Sami Heng, Chew-Kiat Hunt, Steven Ikram, M. Arfan Irvin, Marguerite R. Kähönen, Mika Kavousi, Maryam Khor, Chiea Chuen Kilpeläinen, Tuomas O. Koh, Woon-Puay Komulainen, Pirjo Kraja, Aldi T. Krieger, J.E. Langefeld, Carl D. Li, Yize Liang, Jingjing Liewald, David C.M. Liu, Ching-Ti Liu, Jianjun Lohman, Kurt K. Mägi, Reedik McKenzie, Colin A. Meitinger, Thomas Metspalu, Andres Milaneschi, Yuri Milani, Lili Mook-Kanamori, Dennis O. Nalls, Mike A. Nelson, Christopher P. Norris, Jill M. O’Connell, Jeff Ogunniyi, Adesola Padmanabhan, Sandosh Palmer, Nicholette D. Pedersen, Nancy L. Perls, Thomas Peters, Annette Petersmann, Astrid Peyser, Patricia A. Polasek, Ozren Porteous, David J. Raffel, Leslie J. Rice, Treva K. Rotter, Jerome I. Rudan, Igor Rueda-Ochoa, Oscar-Leonel Sabanayagam, Charumathi Salako, Babatunde L. Schreiner, Pamela J. Shikany, James M. Sidney, Stephen S. Sims, Mario Sitlani, Colleen M. Smith, Jennifer A. Starr, John M. Strauch, Konstantin Swertz, Morris A. Teumer, Alexander Tham, Yih Chung Uitterlinden, André G. Vaidya, Dhananjay van der Ende, M. Yldau Waldenberger, Melanie Wang, Lihua Wang, Ya-Xing Wei, Wen-Bin Weir, David R. Wen, Wanqing Yao, Jie Yu, Bing Yu, Caizheng Yuan, Jian-Min Zhao, Wei Zonderman, Alan B. Becker, Diane M. Bowden, Donald W. Deary, Ian J. Dörr, Marcus Esko, Tõnu Freedman, Barry I Froguel, Philippe Gasparini, Paolo Gieger, Christian Jonas, Jost Bruno Kammerer, Candace M. Kato, Norihiro Lakka, Timo A. Leander, Karin Lehtimäki, Terho Magnusson, Patrik K.E. Marques-Vidal, Pedro Penninx, Brenda W.J.H. Samani, Nilesh J. van der Harst, Pim Wagenknecht, Lynne E. Wu, Tangchun Zheng, Wei Zhu, Xiaofeng Bouchard, Claude Cooper, Richard S. Correa, Adolfo Evans, Michele K. Gudnason, Vilmundur Hayward, Caroline Horta, Bernardo L. Kelly, Tanika N. Kritchevsky, Stephen B. Levy, Daniel Palmas, Walter R. Pereira, A.C. Province, Michael M. Psaty, Bruce M. Ridker, Paul M. Rotimi, Charles N. Tai, E. Shyong van Dam, Rob M. van Duijn, Cornelia M. Wong, Tien Yin Rice, Kenneth Gauderman, W. James Morrison, Alanna C. North, Kari E. Kardia, Sharon L.R. Caulfield, Mark J. Elliott, Paul Munroe, Patricia B. Franks, Paul W. Rao, Dabeeru C. Fornage, Myriam |
author_sort | de las Fuentes, Lisa |
collection | PubMed |
description | Educational attainment is widely used as a surrogate for socioeconomic status (SES). Low SES is a risk factor for hypertension and high blood pressure (BP). To identify novel BP loci, we performed multi-ancestry meta-analyses accounting for gene-educational attainment interactions using two variables, “Some College” (yes/no) and “Graduated College” (yes/no). Interactions were evaluated using both a 1 degree of freedom (DF) interaction term and a 2DF joint test of genetic and interaction effects. Analyses were performed for systolic BP, diastolic BP, mean arterial pressure, and pulse pressure. We pursued genome-wide interrogation in Stage 1 studies (N=117 438) and follow-up on promising variants in Stage 2 studies (N=293 787) in five ancestry groups. Through combined meta-analyses of Stages 1 and 2, we identified 84 known and 18 novel BP loci at genome-wide significance level (P<5×10(−8)). Two novel loci were identified based on the 1DF test of interaction with educational attainment, while the remaining 16 loci were identified through the 2DF joint test of genetic and interaction effects. Ten novel loci were identified in individuals of African ancestry. Several novel loci show strong biological plausibility since they involve physiologic systems implicated in BP regulation. They include genes involved in the central nervous system-adrenal signaling axis (ZDHHC17, CADPS, PIK3C2G), vascular structure and function (GNB3, CDON), and renal function (HAS2 and HAS2-AS1, SLIT3). Collectively, these findings suggest a role of educational attainment or SES in further dissection of the genetic architecture of BP. |
format | Online Article Text |
id | pubmed-7641978 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-76419782021-09-17 Gene-educational attainment interactions in a multi-ancestry genome-wide meta-analysis identify novel blood pressure loci de las Fuentes, Lisa Sung, Yun Ju Noordam, Raymond Winkler, Thomas Feitosa, Mary F. Schwander, Karen Bentley, Amy R. Brown, Michael R. Guo, Xiuqing Manning, Alisa Chasman, Daniel I. Aschard, Hugues Bartz, Traci M. Bielak, Lawrence F. Campbell, Archie Cheng, Ching-Yu Dorajoo, Rajkumar Hartwig, Fernando P. Horimoto, A.R.V.R. Li, Changwei Li-Gao, Ruifang Liu, Yongmei Marten, Jonathan Musani, Solomon K. Ntalla, Ioanna Rankinen, Tuomo Richard, Melissa Sim, Xueling Smith, Albert V. Tajuddin, Salman M. Tayo, Bamidele O. Vojinovic, Dina Warren, Helen R. Xuan, Deng Alver, Maris Boissel, Mathilde Chai, Jin-Fang Chen, Xu Christensen, Kaare Divers, Jasmin Evangelou, Evangelos Gao, Chuan Girotto, Giorgia Harris, Sarah E. He, Meian Hsu, Fang-Chi Kühnel, Brigitte Laguzzi, Federica Li, Xiaoyin Lyytikäinen, Leo-Pekka Nolte, Ilja M. Poveda, Alaitz Rauramaa, Rainer Riaz, Muhammad Rueedi, Rico Shu, Xiao-ou Snieder, Harold Sofer, Tamar Takeuchi, Fumihiko Verweij, Niek Ware, Erin B. Weiss, Stefan Yanek, Lisa R. Amin, Najaf Arking, Dan E. Arnett, Donna K. Bergmann, Sven Boerwinkle, Eric Brody, Jennifer A. Broeckel, Ulrich Brumat, Marco Burke, Gregory Cabrera, Claudia P. Canouil, Mickaël Chee, Miao Li Chen, Yii-Der Ida Cocca, Massimiliano Connell, John de Silva, H. Janaka de Vries, Paul S. Eiriksdottir, Gudny Faul, Jessica D. Fisher, Virginia Forrester, Terrence Fox, Ervin F. Friedlander, Yechiel Gao, He Gigante, Bruna Giulianini, Franco Gu, Chi Charles Gu, Dongfeng Harris, Tamara B. He, Jiang Heikkinen, Sami Heng, Chew-Kiat Hunt, Steven Ikram, M. Arfan Irvin, Marguerite R. Kähönen, Mika Kavousi, Maryam Khor, Chiea Chuen Kilpeläinen, Tuomas O. Koh, Woon-Puay Komulainen, Pirjo Kraja, Aldi T. Krieger, J.E. Langefeld, Carl D. Li, Yize Liang, Jingjing Liewald, David C.M. Liu, Ching-Ti Liu, Jianjun Lohman, Kurt K. Mägi, Reedik McKenzie, Colin A. Meitinger, Thomas Metspalu, Andres Milaneschi, Yuri Milani, Lili Mook-Kanamori, Dennis O. Nalls, Mike A. Nelson, Christopher P. Norris, Jill M. O’Connell, Jeff Ogunniyi, Adesola Padmanabhan, Sandosh Palmer, Nicholette D. Pedersen, Nancy L. Perls, Thomas Peters, Annette Petersmann, Astrid Peyser, Patricia A. Polasek, Ozren Porteous, David J. Raffel, Leslie J. Rice, Treva K. Rotter, Jerome I. Rudan, Igor Rueda-Ochoa, Oscar-Leonel Sabanayagam, Charumathi Salako, Babatunde L. Schreiner, Pamela J. Shikany, James M. Sidney, Stephen S. Sims, Mario Sitlani, Colleen M. Smith, Jennifer A. Starr, John M. Strauch, Konstantin Swertz, Morris A. Teumer, Alexander Tham, Yih Chung Uitterlinden, André G. Vaidya, Dhananjay van der Ende, M. Yldau Waldenberger, Melanie Wang, Lihua Wang, Ya-Xing Wei, Wen-Bin Weir, David R. Wen, Wanqing Yao, Jie Yu, Bing Yu, Caizheng Yuan, Jian-Min Zhao, Wei Zonderman, Alan B. Becker, Diane M. Bowden, Donald W. Deary, Ian J. Dörr, Marcus Esko, Tõnu Freedman, Barry I Froguel, Philippe Gasparini, Paolo Gieger, Christian Jonas, Jost Bruno Kammerer, Candace M. Kato, Norihiro Lakka, Timo A. Leander, Karin Lehtimäki, Terho Magnusson, Patrik K.E. Marques-Vidal, Pedro Penninx, Brenda W.J.H. Samani, Nilesh J. van der Harst, Pim Wagenknecht, Lynne E. Wu, Tangchun Zheng, Wei Zhu, Xiaofeng Bouchard, Claude Cooper, Richard S. Correa, Adolfo Evans, Michele K. Gudnason, Vilmundur Hayward, Caroline Horta, Bernardo L. Kelly, Tanika N. Kritchevsky, Stephen B. Levy, Daniel Palmas, Walter R. Pereira, A.C. Province, Michael M. Psaty, Bruce M. Ridker, Paul M. Rotimi, Charles N. Tai, E. Shyong van Dam, Rob M. van Duijn, Cornelia M. Wong, Tien Yin Rice, Kenneth Gauderman, W. James Morrison, Alanna C. North, Kari E. Kardia, Sharon L.R. Caulfield, Mark J. Elliott, Paul Munroe, Patricia B. Franks, Paul W. Rao, Dabeeru C. Fornage, Myriam Mol Psychiatry Article Educational attainment is widely used as a surrogate for socioeconomic status (SES). Low SES is a risk factor for hypertension and high blood pressure (BP). To identify novel BP loci, we performed multi-ancestry meta-analyses accounting for gene-educational attainment interactions using two variables, “Some College” (yes/no) and “Graduated College” (yes/no). Interactions were evaluated using both a 1 degree of freedom (DF) interaction term and a 2DF joint test of genetic and interaction effects. Analyses were performed for systolic BP, diastolic BP, mean arterial pressure, and pulse pressure. We pursued genome-wide interrogation in Stage 1 studies (N=117 438) and follow-up on promising variants in Stage 2 studies (N=293 787) in five ancestry groups. Through combined meta-analyses of Stages 1 and 2, we identified 84 known and 18 novel BP loci at genome-wide significance level (P<5×10(−8)). Two novel loci were identified based on the 1DF test of interaction with educational attainment, while the remaining 16 loci were identified through the 2DF joint test of genetic and interaction effects. Ten novel loci were identified in individuals of African ancestry. Several novel loci show strong biological plausibility since they involve physiologic systems implicated in BP regulation. They include genes involved in the central nervous system-adrenal signaling axis (ZDHHC17, CADPS, PIK3C2G), vascular structure and function (GNB3, CDON), and renal function (HAS2 and HAS2-AS1, SLIT3). Collectively, these findings suggest a role of educational attainment or SES in further dissection of the genetic architecture of BP. 2020-05-05 2021-06 /pmc/articles/PMC7641978/ /pubmed/32372009 http://dx.doi.org/10.1038/s41380-020-0719-3 Text en http://www.nature.com/authors/editorial_policies/license.html#termsUsers may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article de las Fuentes, Lisa Sung, Yun Ju Noordam, Raymond Winkler, Thomas Feitosa, Mary F. Schwander, Karen Bentley, Amy R. Brown, Michael R. Guo, Xiuqing Manning, Alisa Chasman, Daniel I. Aschard, Hugues Bartz, Traci M. Bielak, Lawrence F. Campbell, Archie Cheng, Ching-Yu Dorajoo, Rajkumar Hartwig, Fernando P. Horimoto, A.R.V.R. Li, Changwei Li-Gao, Ruifang Liu, Yongmei Marten, Jonathan Musani, Solomon K. Ntalla, Ioanna Rankinen, Tuomo Richard, Melissa Sim, Xueling Smith, Albert V. Tajuddin, Salman M. Tayo, Bamidele O. Vojinovic, Dina Warren, Helen R. Xuan, Deng Alver, Maris Boissel, Mathilde Chai, Jin-Fang Chen, Xu Christensen, Kaare Divers, Jasmin Evangelou, Evangelos Gao, Chuan Girotto, Giorgia Harris, Sarah E. He, Meian Hsu, Fang-Chi Kühnel, Brigitte Laguzzi, Federica Li, Xiaoyin Lyytikäinen, Leo-Pekka Nolte, Ilja M. Poveda, Alaitz Rauramaa, Rainer Riaz, Muhammad Rueedi, Rico Shu, Xiao-ou Snieder, Harold Sofer, Tamar Takeuchi, Fumihiko Verweij, Niek Ware, Erin B. Weiss, Stefan Yanek, Lisa R. Amin, Najaf Arking, Dan E. Arnett, Donna K. Bergmann, Sven Boerwinkle, Eric Brody, Jennifer A. Broeckel, Ulrich Brumat, Marco Burke, Gregory Cabrera, Claudia P. Canouil, Mickaël Chee, Miao Li Chen, Yii-Der Ida Cocca, Massimiliano Connell, John de Silva, H. Janaka de Vries, Paul S. Eiriksdottir, Gudny Faul, Jessica D. Fisher, Virginia Forrester, Terrence Fox, Ervin F. Friedlander, Yechiel Gao, He Gigante, Bruna Giulianini, Franco Gu, Chi Charles Gu, Dongfeng Harris, Tamara B. He, Jiang Heikkinen, Sami Heng, Chew-Kiat Hunt, Steven Ikram, M. Arfan Irvin, Marguerite R. Kähönen, Mika Kavousi, Maryam Khor, Chiea Chuen Kilpeläinen, Tuomas O. Koh, Woon-Puay Komulainen, Pirjo Kraja, Aldi T. Krieger, J.E. Langefeld, Carl D. Li, Yize Liang, Jingjing Liewald, David C.M. Liu, Ching-Ti Liu, Jianjun Lohman, Kurt K. Mägi, Reedik McKenzie, Colin A. Meitinger, Thomas Metspalu, Andres Milaneschi, Yuri Milani, Lili Mook-Kanamori, Dennis O. Nalls, Mike A. Nelson, Christopher P. Norris, Jill M. O’Connell, Jeff Ogunniyi, Adesola Padmanabhan, Sandosh Palmer, Nicholette D. Pedersen, Nancy L. Perls, Thomas Peters, Annette Petersmann, Astrid Peyser, Patricia A. Polasek, Ozren Porteous, David J. Raffel, Leslie J. Rice, Treva K. Rotter, Jerome I. Rudan, Igor Rueda-Ochoa, Oscar-Leonel Sabanayagam, Charumathi Salako, Babatunde L. Schreiner, Pamela J. Shikany, James M. Sidney, Stephen S. Sims, Mario Sitlani, Colleen M. Smith, Jennifer A. Starr, John M. Strauch, Konstantin Swertz, Morris A. Teumer, Alexander Tham, Yih Chung Uitterlinden, André G. Vaidya, Dhananjay van der Ende, M. Yldau Waldenberger, Melanie Wang, Lihua Wang, Ya-Xing Wei, Wen-Bin Weir, David R. Wen, Wanqing Yao, Jie Yu, Bing Yu, Caizheng Yuan, Jian-Min Zhao, Wei Zonderman, Alan B. Becker, Diane M. Bowden, Donald W. Deary, Ian J. Dörr, Marcus Esko, Tõnu Freedman, Barry I Froguel, Philippe Gasparini, Paolo Gieger, Christian Jonas, Jost Bruno Kammerer, Candace M. Kato, Norihiro Lakka, Timo A. Leander, Karin Lehtimäki, Terho Magnusson, Patrik K.E. Marques-Vidal, Pedro Penninx, Brenda W.J.H. Samani, Nilesh J. van der Harst, Pim Wagenknecht, Lynne E. Wu, Tangchun Zheng, Wei Zhu, Xiaofeng Bouchard, Claude Cooper, Richard S. Correa, Adolfo Evans, Michele K. Gudnason, Vilmundur Hayward, Caroline Horta, Bernardo L. Kelly, Tanika N. Kritchevsky, Stephen B. Levy, Daniel Palmas, Walter R. Pereira, A.C. Province, Michael M. Psaty, Bruce M. Ridker, Paul M. Rotimi, Charles N. Tai, E. Shyong van Dam, Rob M. van Duijn, Cornelia M. Wong, Tien Yin Rice, Kenneth Gauderman, W. James Morrison, Alanna C. North, Kari E. Kardia, Sharon L.R. Caulfield, Mark J. Elliott, Paul Munroe, Patricia B. Franks, Paul W. Rao, Dabeeru C. Fornage, Myriam Gene-educational attainment interactions in a multi-ancestry genome-wide meta-analysis identify novel blood pressure loci |
title | Gene-educational attainment interactions in a multi-ancestry genome-wide meta-analysis identify novel blood pressure loci |
title_full | Gene-educational attainment interactions in a multi-ancestry genome-wide meta-analysis identify novel blood pressure loci |
title_fullStr | Gene-educational attainment interactions in a multi-ancestry genome-wide meta-analysis identify novel blood pressure loci |
title_full_unstemmed | Gene-educational attainment interactions in a multi-ancestry genome-wide meta-analysis identify novel blood pressure loci |
title_short | Gene-educational attainment interactions in a multi-ancestry genome-wide meta-analysis identify novel blood pressure loci |
title_sort | gene-educational attainment interactions in a multi-ancestry genome-wide meta-analysis identify novel blood pressure loci |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7641978/ https://www.ncbi.nlm.nih.gov/pubmed/32372009 http://dx.doi.org/10.1038/s41380-020-0719-3 |
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