A multi-ancestry genome-wide study incorporating gene-smoking interactions identifies multiple new loci for pulse pressure and mean arterial pressure
Sung, Yun Ju; de Las Fuentes, Lisa; Winkler, Thomas W; Chasman, Daniel I; Bentley, Amy R; Kraja, Aldi T; Ntalla, Ioanna; Warren, Helen R; Guo, Xiuqing; Schwander, Karen; Manning, Alisa K; Brown, Michael R; Aschard, Hugues; Feitosa, Mary F; Franceschini, Nora; Lu, Yingchang; Cheng, Ching-Yu; Sim, Xueling; Vojinovic, Dina; Marten, Jonathan; Musani, Solomon K; Kilpeläinen, Tuomas O; Richard, Melissa A; Aslibekyan, Stella; Bartz, Traci M; Dorajoo, Rajkumar; Li, Changwei; Liu, Yongmei; Rankinen, Tuomo; Smith, Albert Vernon; Tajuddin, Salman M; Tayo, Bamidele O; Zhao, Wei; Zhou, Yanhua; Matoba, Nana; Sofer, Tamar; Alver, Maris; Amini, Marzyeh; Boissel, Mathilde; Chai, Jin Fang; Chen, Xu; Divers, Jasmin; Gandin, Ilaria; Gao, Chuan; Giulianini, Franco; Goel, Anuj; Harris, Sarah E; Hartwig, Fernando P; He, Meian; Horimoto, Andrea R V R; Hsu, Fang-Chi; Jackson, Anne U; Kammerer, Candace M; Kasturiratne, Anuradhani; Komulainen, Pirjo; Kühnel, Brigitte; Leander, Karin; Lee, Wen-Jane; Lin, Keng-Hung; Luan, Jian'an; Lyytikäinen, Leo-Pekka; McKenzie, Colin A; Nelson, Christopher P; Noordam, Raymond; Scott, Robert A; Sheu, Wayne H H; StanÄáková, Alena; Takeuchi, Fumihiko; van der Most, Peter J; Varga, Tibor V; Waken, Robert J; Wang, Heming; Wang, Yajuan; Ware, Erin B; Weiss, Stefan; Wen, Wanqing; Yanek, Lisa R; Zhang, Weihua; Zhao, Jing Hua; Afaq, Saima; Alfred, Tamuno; Amin, Najaf; Arking, Dan E; Aung, Tin; Barr, R Graham; Bielak, Lawrence F; Boerwinkle, Eric; Bottinger, Erwin P; Braund, Peter S; Brody, Jennifer A; Broeckel, Ulrich; Cade, Brian; Campbell, Archie; Canouil, Mickaël; Chakravarti, Aravinda; Cocca, Massimiliano; Collins, Francis S; Connell, John M; de Mutsert, Renée; de Silva, H Janaka; Dörr, Marcus; Duan, Qing; Eaton, Charles B; Ehret, Georg; Evangelou, Evangelos; Faul, Jessica D; Forouhi, Nita G; Franco, Oscar H; Friedlander, Yechiel; Gao, He; Gigante, Bruna; Gu, C Charles; Gupta, Preeti; Hagenaars, Saskia P; Harris, Tamara B; He, Jiang; Heikkinen, Sami; Heng, Chew-Kiat; Hofman, Albert; Howard, Barbara V; Hunt, Steven C; Irvin, Marguerite R; Jia, Yucheng; Katsuya, Tomohiro; Kaufman, Joel; Kerrison, Nicola D; Khor, Chiea Chuen; Koh, Woon-Puay; Koistinen, Heikki A; Kooperberg, Charles B; Krieger, Jose E; Kubo, Michiaki; Kutalik, Zoltan; Kuusisto, Johanna; Lakka, Timo A; Langefeld, Carl D; Langenberg, Claudia; Launer, Lenore J; Lee, Joseph H; Lehne, Benjamin; Levy, Daniel; Lewis, Cora E; Li, Yize; Lim, Sing Hui; Liu, Ching-Ti; Liu, Jianjun; Liu, Jingmin; Liu, Yeheng; Loh, Marie; Lohman, Kurt K; Louie, Tin; Mägi, Reedik; Matsuda, Koichi; Meitinger, Thomas; Metspalu, Andres; Milani, Lili; Momozawa, Yukihide; Mosley, Thomas H; Nalls, Mike A; Nasri, Ubaydah; O'Connell, Jeff R; Ogunniyi, Adesola; Palmas, Walter R; Palmer, Nicholette D; Pankow, James S; Pedersen, Nancy L; Peters, Annette; Peyser, Patricia A; Polasek, Ozren; Porteous, David; Raitakari, Olli T; Renström, Frida; Rice, Treva K; Ridker, Paul M; Robino, Antonietta; Robinson, Jennifer G; Rose, Lynda M; Rudan, Igor; Sabanayagam, Charumathi; Salako, Babatunde L; Sandow, Kevin; Schmidt, Carsten O; Schreiner, Pamela J; Scott, William R; Sever, Peter; Sims, Mario; Sitlani, Colleen M; Smith, Blair H; Smith, Jennifer A; Snieder, Harold; Starr, John M; Strauch, Konstantin; Tang, Hua; Taylor, Kent D; Teo, Yik Ying; Tham, Yih Chung; Uitterlinden, André G; Waldenberger, Melanie; Wang, Lihua; Wang, Ya Xing; Wei, Wen Bin; Wilson, Gregory; Wojczynski, Mary K; Xiang, Yong-Bing; Yao, Jie; Yuan, Jian-Min; Zonderman, Alan B; Becker, Diane M; Boehnke, Michael; Bowden, Donald W; Chambers, John C; Chen, Yii-Der Ida; Weir, David R; de Faire, Ulf; Deary, Ian J; Esko, Tõnu; Farrall, Martin; Forrester, Terrence; Freedman, Barry I; Froguel, Philippe; Gasparini, Paolo; Gieger, Christian; Horta, Bernardo Lessa; Hung, Yi-Jen; Jonas, Jost Bruno; Kato, Norihiro; Kooner, Jaspal S; Laakso, Markku; Lehtimäki, Terho; Liang, Kae-Woei; Magnusson, Patrik K E; Oldehinkel, Albertine J; Pereira, Alexandre C; Perls, Thomas; Rauramaa, Rainer; Redline, Susan; Rettig, Rainer; Samani, Nilesh J; Scott, James; Shu, Xiao-Ou; van der Harst, Pim; Wagenknecht, Lynne E; Wareham, Nicholas J; Watkins, Hugh; Wickremasinghe, Ananda R; Wu, Tangchun; Kamatani, Yoichiro; Laurie, Cathy C; Bouchard, Claude; Cooper, Richard S; Evans, Michele K; Gudnason, Vilmundur; Hixson, James; Kardia, Sharon L R; Kritchevsky, Stephen B; Psaty, Bruce M; van Dam, Rob M; Arnett, Donna K; Mook-Kanamori, Dennis O; Fornage, Myriam; Fox, Ervin R; Hayward, Caroline; van Duijn, Cornelia M; Tai, E Shyong; Wong, Tien Yin; Loos, Ruth J F; Reiner, Alex P; Rotimi, Charles N; Bierut, Laura J; Zhu, Xiaofeng; Cupples, L Adrienne; Province, Michael A; Rotter, Jerome I; Franks, Paul W; Rice, Kenneth; Elliott, Paul; Caulfield, Mark J; Gauderman, W James; Munroe, Patricia B; Rao, Dabeeru C; Morrison, Alanna C
Elevated blood pressure (BP), a leading cause of global morbidity and mortality, is influenced by both genetic and lifestyle factors. Cigarette smoking is one such lifestyle factor. Across five ancestries, we performed a genome-wide gene-smoking interaction study of mean arterial pressure (MAP) and pulse pressure (PP) in 129 913 individuals in stage 1 and follow-up analysis in 480 178 additional individuals in stage 2. We report here 136 loci significantly associated with MAP and/or PP. Of these, 61 were previously published through main-effect analysis of BP traits, 37 were recently reported by us for systolic BP and/or diastolic BP through gene-smoking interaction analysis and 38 were newly identified (P < 5 × 10-8, false discovery rate < 0.05). We also identified nine new signals near known loci. Of the 136 loci, 8 showed significant interaction with smoking status. They include CSMD1 previously reported for insulin resistance and BP in the spontaneously hypertensive rats. Many of the 38 new loci show biologic plausibility for a role in BP regulation. SLC26A7 encodes a chloride/bicarbonate exchanger expressed in the renal outer medullary collecting duct. AVPR1A is widely expressed, including in vascular smooth muscle cells, kidney, myocardium and brain. FHAD1 is a long non-coding RNA overexpressed in heart failure. TMEM51 was associated with contractile function in cardiomyocytes. CASP9 plays a central role in cardiomyocyte apoptosis. Identified only in African ancestry were 30 novel loci. Our findings highlight the value of multi-ancestry investigations, particularly in studies of interaction with lifestyle factors, where genomic and lifestyle differences may contribute to novel findings.
PMID: 31127295
ISSN: 1460-2083
CID: 3967142
Leveraging linkage evidence to identify low-frequency and rare variants on 16p13 associated with blood pressure using TOPMed whole genome sequencing data
He, Karen Y; Li, Xiaoyin; Kelly, Tanika N; Liang, Jingjing; Cade, Brian E; Assimes, Themistocles L; Becker, Lewis C; Beitelshees, Amber L; Bress, Adam P; Chang, Yen-Pei Christy; Chen, Yii-Der Ida; de Vries, Paul S; Fox, Ervin R; Franceschini, Nora; Furniss, Anna; Gao, Yan; Guo, Xiuqing; Haessler, Jeffrey; Hwang, Shih-Jen; Irvin, Marguerite Ryan; Kalyani, Rita R; Liu, Ching-Ti; Liu, Chunyu; Martin, Lisa Warsinger; Montasser, May E; Muntner, Paul M; Mwasongwe, Stanford; Palmas, Walter; Reiner, Alex P; Shimbo, Daichi; Smith, Jennifer A; Snively, Beverly M; Yanek, Lisa R; Boerwinkle, Eric; Correa, Adolfo; Cupples, L Adrienne; He, Jiang; Kardia, Sharon L R; Kooperberg, Charles; Mathias, Rasika A; Mitchell, Braxton D; Psaty, Bruce M; Vasan, Ramachandran S; Rao, D C; Rich, Stephen S; Rotter, Jerome I; Wilson, James G; Chakravarti, Aravinda; Morrison, Alanna C; Levy, Daniel; Arnett, Donna K; Redline, Susan; Zhu, Xiaofeng
In this study, we investigated low-frequency and rare variants associated with blood pressure (BP) by focusing on a linkage region on chromosome 16p13. We used whole genome sequencing (WGS) data obtained through the NHLBI Trans-Omics for Precision Medicine (TOPMed) program on 395 Cleveland Family Study (CFS) European Americans (CFS-EA). By analyzing functional coding variants and non-coding rare variants with CADD score > 10 residing within the chromosomal region in families with linkage evidence, we observed 25 genes with nominal statistical evidence (burden or SKAT p < 0.05). One of the genes is RBFOX1, an evolutionarily conserved RNA-binding protein that regulates tissue-specific alternative splicing that we previously reported to be associated with BP using exome array data in CFS. After follow-up analysis of the 25 genes in ten independent TOPMed studies with individuals of European, African, and East Asian ancestry, and Hispanics (N = 29,988), we identified variants in SLX4 (p = 2.19 × 10-4) to be significantly associated with BP traits when accounting for multiple testing. We also replicated the associations previously reported for RBFOX1 (p = 0.007). Follow-up analysis with GTEx eQTL data shows SLX4 variants are associated with gene expression in coronary artery, multiple brain tissues, and right atrial appendage of the heart. Our study demonstrates that linkage analysis of family data can provide an efficient approach for detecting rare variants associated with complex traits in WGS data.
PMID: 30671673
ISSN: 1432-1203
CID: 3610552