Discovery of rare variants associated with blood pressure regulation through meta-analysis of 1.3 million individuals
Surendran, Praveen; Feofanova, Elena, V; Lahrouchi, Najim; Ntalla, Ioanna; Karthikeyan, Savita; Cook, James; Chen, Lingyan; Mifsud, Borbala; Yao, Chen; Kraja, Aldi T.; Cartwright, James H.; Hellwege, Jacklyn N.; Giri, Ayush; Tragante, Vinicius; Thorleifsson, Gudmar; Liu, Dajiang J.; Prins, Bram P.; Stewart, Isobel D.; Cabrera, Claudia P.; Eales, James M.; Akbarov, Artur; Auer, Paul L.; Bielak, Lawrence F.; Bis, Joshua C.; Braithwaite, Vickie S.; Brody, Jennifer A.; Daw, E. Warwick; Warren, Helen R.; Drenos, Fotios; Nielsen, Sune Fallgaard; Faul, Jessica D.; Fauman, Eric B.; Fava, Cristiano; Ferreira, Teresa; Foley, Christopher N.; Franceschini, Nora; Gao, He; Giannakopoulou, Olga; Giulianini, Franco; Gudbjartsson, Daniel F.; Guo, Xiuqing; Harris, Sarah E.; Havulinna, Aki S.; Helgadottir, Anna; Huffman, Jennifer E.; Hwang, Shih-Jen; Kanoni, Stavroula; Kontto, Jukka; Larson, Martin G.; Li-Gao, Ruifang; Lindstrom, Jaana; Lotta, Luca A.; Lu, Yingchang; Luan, Jian'an; Mahajan, Anubha; Malerba, Giovanni; Masca, Nicholas G. D.; Mei, Hao; Menni, Cristina; Mook-Kanamori, Dennis O.; Mosen-Ansorena, David; Muller-Nurasyid, Martina; Pare, Guillaume; Paul, Dirk S.; Perola, Markus; Poveda, Alaitz; Rauramaa, Rainer; Richard, Melissa; Richardson, Tom G.; Sepulveda, Nuno; Sim, Xueling; Smith, Albert, V; Smith, Jennifer A.; Staley, James R.; Stanakova, Alena; Sulem, Patrick; Theriault, Sebastien; Thorsteinsdottir, Unnur; Trompet, Stella; Varga, Tibor V.; Edwards, Digna R. Velez; Veronesi, Giovanni; Weiss, Stefan; Willems, Sara M.; Yao, Jie; Young, Robin; Yu, Bing; Zhang, Weihua; Zhao, Jing-Hua; Zhao, Wei; Zhao, Wei; Evangelou, Evangelos; Aeschbacher, Stefanie; Asllanaj, Eralda; Blankenberg, Stefan; Bonnycastle, Lori L.; Bork-Jensen, Jette; Brandslund, Ivan; Braund, Peter S.; Burgess, Stephen; Cho, Kelly; Christensen, Cramer; Connell, John; de Mutsert, Renee; Dominiczak, Anna F.; Dorr, Marcus; Eiriksdottir, Gudny; Farmaki, Aliki-Eleni; Gaziano, J. Michael; Grarup, Niels; Grove, Megan L.; Hallmans, Goran; Hansen, Torben; Have, Christian T.; Heiss, Gerardo; Jorgensen, Marit E.; Jousilahti, Pekka; Kajantie, Eero; Kamat, Mihir; Karajamaki, AnneMari; Karpe, Fredrik; Koistinen, Heikki A.; Kovesdy, Csaba P.; Kuulasmaa, Kari; Laatikainen, Tiina; Lannfelt, Lars; Lee, I-Te; Lee, Wen-Jane; Linneberg, Allan; Martin, Lisa W.; Moitry, Marie; Nadkarni, Girish; Neville, Matt J.; Palmer, Colin N. A.; Papanicolaou, George J.; Pedersen, Oluf; Peters, James; Poulter, Neil; Rasheed, Asif; Rasmussen, Katrine L.; Rayner, N. William; Magi, Reedik; Renstrom, Frida; Rettig, Rainer; Rossouw, Jacques; Schreiner, Pamela J.; Sever, Peter S.; Sigurdsson, Emil L.; Skaaby, Tea; Sun, Yan, V; Sundstrom, Johan; Thorgeirsson, Gudmundur; Esko, Tonu; Trabetti, Elisabetta; Tsao, Philip S.; Tuomi, Tiinamaija; Turner, Stephen T.; Tzoulaki, Ioanna; Vaartjes, Ilonca; Vergnaud, Anne-Claire; Willer, Cristen J.; Wilson, Peter W. F.; Witte, Daniel R.; Yonova-Doing, Ekaterina; Zhang, He; Aliya, Naheed; Almgren, Peter; Amouyel, Philippe; Asselbergs, Folkert W.; Barnes, Michael R.; Blakemore, Alexandra, I; Boehnke, Michael; Bots, Michiel L.; Bottinger, Erwin P.; Buring, Julie E.; Chambers, John C.; Chen, Yii-Der Ida; Chowdhury, Rajiv; Conen, David; Correa, Adolfo; Smith, George Davey; de Boer, Rudolf A.; Deary, Ian J.; Dedoussis, George; Deloukas, Panos; Di Angelantonio, Emanuele; Elliott, Paul; Felix, Stephan B.; Ferrieres, Jean; Ford, Ian; Fornage, Myriam; Franks, Paul W.; Franks, Stephen; Frossard, Philippe; Gambaro, Giovanni; Gaunt, Tom R.; Groop, Leif; Gudnason, Vilmundur; Harris, Tamara B.; Hayward, Caroline; Hennig, Branwen J.; Herzig, Karl-Heinz; Ingelsson, Erik; Tuomilehto, Jaakko; Jarvelin, Marjo-Riitta; Jukema, J. Wouter; Kardia, Sharon L. R.; Kee, Frank; Kooner, Jaspal S.; Kooperberg, Charles; Launer, Lenore J.; Lind, Lars; Loos, Ruth J. F.; Majumder, Abdulla Al Shafi; Laakso, Markku; McCarthy, Mark, I; Melander, Olle; Mohlke, Karen L.; Murray, Alison D.; Nordestgaard, Borge Gronne; Orho-Melander, Marju; Packard, Chris J.; Padmanabhan, Sandosh; Palmas, Walter; Polasek, Ozren; Porteous, David J.; Prentice, Andrew M.; Province, Michael A.; Relton, Caroline L.; Rice, Kenneth; Ridker, Paul M.; Rolandsson, Olov; Rosendaal, Frits R.; Rotter, Jerome, I; Rudan, Igor; Salomaa, Veikko; Samani, Nilesh J.; Sattar, Naveed; Sheu, Wayne H-H; Smith, Blair H.; Soranzo, Nicole; Spector, Timothy D.; Starr, John M.; Sebert, Sylvain; Taylor, Kent D.; Lakka, Timo A.; Timpson, Nicholas J.; Tobin, Martin D.; van der Harst, Pim; van der Meer, Peter; Ramachandran, Vasan S.; Verweij, Niek; Virtamo, Jarmo; Volker, Uwe; Weir, David R.; Zeggini, Eleftheria; Charchar, Fadi J.; Wareham, Nicholas J.; Langenberg, Claudia; Tomaszewski, Maciej; Butterworth, Adam S.; Caulfield, Mark J.; Danesh, John; Edwards, Todd L.; Holm, Hilma; Hung, Adriana M.; Lindgren, Cecilia M.; Liu, Chunyu; Manning, Alisa K.; Morris, Andrew P.; Morrison, Alanna C.; O'Donnell, Christopher J.; Psaty, Bruce M.; Saleheen, Danish; Stefansson, Kari; Boerwinkle, Eric; Chasman, Daniel, I; Levy, Daniel; Newton-Cheh, Christopher; Munroe, Patricia B.; Howson, Joanna M. M. (2021-11-23)
Surendran, P., Feofanova, E.V., Lahrouchi, N. et al. Discovery of rare variants associated with blood pressure regulation through meta-analysis of 1.3 million individuals. Nat Genet 52, 1314–1332 (2020). https://doi.org/10.1038/s41588-020-00713-x
© The Author(s), under exclusive licence to Springer Nature America, Inc. 2020, corrected publication 2021. This is a post-peer-review, pre-copyedit version of an article published in Nat Genet. The final authenticated version is available online at https://doi.org/10.1038/s41588-020-00713-x.
https://rightsstatements.org/vocab/InC/1.0/
https://urn.fi/URN:NBN:fi-fe2021082343904
Tiivistelmä
Abstract
Genetic studies of blood pressure (BP) to date have mainly analyzed common variants (minor allele frequency > 0.05). In a meta-analysis of up to similar to 1.3 million participants, we discovered 106 new BP-associated genomic regions and 87 rare (minor allele frequency ≤ 0.01) variant BP associations (P < 5 x 10(⁻⁸)), of which 32 were in new BP-associated loci and 55 were independent BP-associated single-nucleotide variants within known BP-associated regions. Average effects of rare variants (44% coding) were similar to 8 times larger than common variant effects and indicate potential candidate causal genes at new and known loci (for example, GATA5 and PLCB3). BP-associated variants (including rare and common) were enriched in regions of active chromatin in fetal tissues, potentially linking fetal development with BP regulation in later life. Multivariable Mendelian randomization suggested possible inverse effects of elevated systolic and diastolic BP on large artery stroke. Our study demonstrates the utility of rare-variant analyses for identifying candidate genes and the results highlight potential therapeutic targets.
Correction
A Publisher Correction to this article was published on 16 March 2021.
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Nature : 7810 (Springer Nature, 03.06.2020) -
The power of genetic diversity in genome-wide association studies of lipids
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Nature : 7890 (Springer Nature, 09.12.2021) -
A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape
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Nature communications (Springer Nature, 23.11.2016)