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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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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
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.
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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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