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Gene-educational attainment interactions in a multi-ancestry genome-wide meta-analysis identify novel blood pressure loci.


ABSTRACT: 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.

SUBMITTER: de Las Fuentes L 

PROVIDER: S-EPMC7641978 | biostudies-literature | 2021 Jun

REPOSITORIES: biostudies-literature

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Gene-educational attainment interactions in a multi-ancestry genome-wide meta-analysis identify novel blood pressure loci.

de las Fuentes Lisa L   Sung Yun Ju YJ   Noordam Raymond R   Winkler Thomas T   Feitosa Mary F MF   Schwander Karen K   Bentley Amy R AR   Brown Michael R MR   Guo Xiuqing X   Manning Alisa A   Chasman Daniel I DI   Aschard Hugues H   Bartz Traci M TM   Bielak Lawrence F LF   Campbell Archie A   Cheng Ching-Yu CY   Dorajoo Rajkumar R   Hartwig Fernando P FP   Horimoto A R V R ARVR   Li Changwei C   Li-Gao Ruifang R   Liu Yongmei Y   Marten Jonathan J   Musani Solomon K SK   Ntalla Ioanna I   Rankinen Tuomo T   Richard Melissa M   Sim Xueling X   Smith Albert V AV   Tajuddin Salman M SM   Tayo Bamidele O BO   Vojinovic Dina D   Warren Helen R HR   Xuan Deng D   Alver Maris M   Boissel Mathilde M   Chai Jin-Fang JF   Chen Xu X   Christensen Kaare K   Divers Jasmin J   Evangelou Evangelos E   Gao Chuan C   Girotto Giorgia G   Harris Sarah E SE   He Meian M   Hsu Fang-Chi FC   Kühnel Brigitte B   Laguzzi Federica F   Li Xiaoyin X   Lyytikäinen Leo-Pekka LP   Nolte Ilja M IM   Poveda Alaitz A   Rauramaa Rainer R   Riaz Muhammad M   Rueedi Rico R   Shu Xiao-Ou XO   Snieder Harold H   Sofer Tamar T   Takeuchi Fumihiko F   Verweij Niek N   Ware Erin B EB   Weiss Stefan S   Yanek Lisa R LR   Amin Najaf N   Arking Dan E DE   Arnett Donna K DK   Bergmann Sven S   Boerwinkle Eric E   Brody Jennifer A JA   Broeckel Ulrich U   Brumat Marco M   Burke Gregory G   Cabrera Claudia P CP   Canouil Mickaël M   Chee Miao Li ML   Chen Yii-Der Ida YI   Cocca Massimiliano M   Connell John J   de Silva H Janaka HJ   de Vries Paul S PS   Eiriksdottir Gudny G   Faul Jessica D JD   Fisher Virginia V   Forrester Terrence T   Fox Ervin F EF   Friedlander Yechiel Y   Gao He H   Gigante Bruna B   Giulianini Franco F   Gu Chi Charles CC   Gu Dongfeng D   Harris Tamara B TB   He Jiang J   Heikkinen Sami S   Heng Chew-Kiat CK   Hunt Steven S   Ikram M Arfan MA   Irvin Marguerite R MR   Kähönen Mika M   Kavousi Maryam M   Khor Chiea Chuen CC   Kilpeläinen Tuomas O TO   Koh Woon-Puay WP   Komulainen Pirjo P   Kraja Aldi T AT   Krieger J E JE   Langefeld Carl D CD   Li Yize Y   Liang Jingjing J   Liewald David C M DCM   Liu Ching-Ti CT   Liu Jianjun J   Lohman Kurt K KK   Mägi Reedik R   McKenzie Colin A CA   Meitinger Thomas T   Metspalu Andres A   Milaneschi Yuri Y   Milani Lili L   Mook-Kanamori Dennis O DO   Nalls Mike A MA   Nelson Christopher P CP   Norris Jill M JM   O'Connell Jeff J   Ogunniyi Adesola A   Padmanabhan Sandosh S   Palmer Nicholette D ND   Pedersen Nancy L NL   Perls Thomas T   Peters Annette A   Petersmann Astrid A   Peyser Patricia A PA   Polasek Ozren O   Porteous David J DJ   Raffel Leslie J LJ   Rice Treva K TK   Rotter Jerome I JI   Rudan Igor I   Rueda-Ochoa Oscar-Leonel OL   Sabanayagam Charumathi C   Salako Babatunde L BL   Schreiner Pamela J PJ   Shikany James M JM   Sidney Stephen S SS   Sims Mario M   Sitlani Colleen M CM   Smith Jennifer A JA   Starr John M JM   Strauch Konstantin K   Swertz Morris A MA   Teumer Alexander A   Tham Yih Chung YC   Uitterlinden André G AG   Vaidya Dhananjay D   van der Ende M Yldau MY   Waldenberger Melanie M   Wang Lihua L   Wang Ya-Xing YX   Wei Wen-Bin WB   Weir David R DR   Wen Wanqing W   Yao Jie J   Yu Bing B   Yu Caizheng C   Yuan Jian-Min JM   Zhao Wei W   Zonderman Alan B AB   Becker Diane M DM   Bowden Donald W DW   Deary Ian J IJ   Dörr Marcus M   Esko Tõnu T   Freedman Barry I BI   Froguel Philippe P   Gasparini Paolo P   Gieger Christian C   Jonas Jost Bruno JB   Kammerer Candace M CM   Kato Norihiro N   Lakka Timo A TA   Leander Karin K   Lehtimäki Terho T   Magnusson Patrik K E PKE   Marques-Vidal Pedro P   Penninx Brenda W J H BWJH   Samani Nilesh J NJ   van der Harst Pim P   Wagenknecht Lynne E LE   Wu Tangchun T   Zheng Wei W   Zhu Xiaofeng X   Bouchard Claude C   Cooper Richard S RS   Correa Adolfo A   Evans Michele K MK   Gudnason Vilmundur V   Hayward Caroline C   Horta Bernardo L BL   Kelly Tanika N TN   Kritchevsky Stephen B SB   Levy Daniel D   Palmas Walter R WR   Pereira A C AC   Province Michael M MM   Psaty Bruce M BM   Ridker Paul M PM   Rotimi Charles N CN   Tai E Shyong ES   van Dam Rob M RM   van Duijn Cornelia M CM   Wong Tien Yin TY   Rice Kenneth K   Gauderman W James WJ   Morrison Alanna C AC   North Kari E KE   Kardia Sharon L R SLR   Caulfield Mark J MJ   Elliott Paul P   Munroe Patricia B PB   Franks Paul W PW   Rao Dabeeru C DC   Fornage Myriam M  

Molecular psychiatry 20200505 6


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.  ...[more]

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