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Meta-Analysis
. 2018 Jun 18;13(6):e0198166.
doi: 10.1371/journal.pone.0198166. eCollection 2018.

Novel genetic associations for blood pressure identified via gene-alcohol interaction in up to 570K individuals across multiple ancestries

Mary F Feitosa  1 Aldi T Kraja  1 Daniel I Chasman  2   3 Yun J Sung  4 Thomas W Winkler  5 Ioanna Ntalla  6 Xiuqing Guo  7 Nora Franceschini  8 Ching-Yu Cheng  9   10   11 Xueling Sim  12 Dina Vojinovic  13 Jonathan Marten  14 Solomon K Musani  15 Changwei Li  16 Amy R Bentley  17 Michael R Brown  18 Karen Schwander  4 Melissa A Richard  19 Raymond Noordam  20 Hugues Aschard  21   22 Traci M Bartz  23 Lawrence F Bielak  24 Rajkumar Dorajoo  25 Virginia Fisher  26 Fernando P Hartwig  27   28 Andrea R V R Horimoto  29 Kurt K Lohman  30 Alisa K Manning  31   32 Tuomo Rankinen  33 Albert V Smith  34   35 Salman M Tajuddin  36 Mary K Wojczynski  1 Maris Alver  37 Mathilde Boissel  38 Qiuyin Cai  39 Archie Campbell  40 Jin Fang Chai  12 Xu Chen  41 Jasmin Divers  30 Chuan Gao  42 Anuj Goel  43   44 Yanick Hagemeijer  45 Sarah E Harris  46   47 Meian He  48 Fang-Chi Hsu  30 Anne U Jackson  49 Mika Kähönen  50   51 Anuradhani Kasturiratne  52 Pirjo Komulainen  53 Brigitte Kühnel  54   55 Federica Laguzzi  56 Jian'an Luan  57 Nana Matoba  58 Ilja M Nolte  59 Sandosh Padmanabhan  60 Muhammad Riaz  61   62 Rico Rueedi  63   64 Antonietta Robino  65 M Abdullah Said  45 Robert A Scott  57 Tamar Sofer  32   66 Alena Stančáková  67 Fumihiko Takeuchi  68 Bamidele O Tayo  69 Peter J van der Most  59 Tibor V Varga  70 Veronique Vitart  14 Yajuan Wang  71 Erin B Ware  72 Helen R Warren  6   73 Stefan Weiss  74   75 Wanqing Wen  39 Lisa R Yanek  76 Weihua Zhang  77   78 Jing Hua Zhao  57 Saima Afaq  77 Najaf Amin  13 Marzyeh Amini  59 Dan E Arking  79 Tin Aung  9   10   11 Eric Boerwinkle  80   81 Ingrid Borecki  1 Ulrich Broeckel  82 Morris Brown  6   73 Marco Brumat  83 Gregory L Burke  84 Mickaël Canouil  38 Aravinda Chakravarti  79 Sabanayagam Charumathi  9   10 Yii-Der Ida Chen  7 John M Connell  85 Adolfo Correa  15 Lisa de las Fuentes  4   86 Renée de Mutsert  87 H Janaka de Silva  88 Xuan Deng  26 Jingzhong Ding  89 Qing Duan  90 Charles B Eaton  91 Georg Ehret  92 Ruben N Eppinga  45 Evangelos Evangelou  77   93 Jessica D Faul  72 Stephan B Felix  75   94 Nita G Forouhi  57 Terrence Forrester  95 Oscar H Franco  13 Yechiel Friedlander  96 Ilaria Gandin  83 He Gao  77 Mohsen Ghanbari  13   97 Bruna Gigante  56 C Charles Gu  4 Dongfeng Gu  98 Saskia P Hagenaars  46   99 Göran Hallmans  100 Tamara B Harris  101 Jiang He  102   103 Sami Heikkinen  67   104 Chew-Kiat Heng  105   106 Makoto Hirata  107 Barbara V Howard  108   109 M Arfan Ikram  13   110   111 InterAct ConsortiumUlrich John  75   112 Tomohiro Katsuya  113   114 Chiea Chuen Khor  25   115 Tuomas O Kilpeläinen  116   117 Woon-Puay Koh  12   118 José E Krieger  29 Stephen B Kritchevsky  119 Michiaki Kubo  120 Johanna Kuusisto  67 Timo A Lakka  53   104   121 Carl D Langefeld  30 Claudia Langenberg  57 Lenore J Launer  101 Benjamin Lehne  77 Cora E Lewis  122 Yize Li  4 Shiow Lin  1 Jianjun Liu  12   25 Jingmin Liu  123 Marie Loh  77   124 Tin Louie  125 Reedik Mägi  37 Colin A McKenzie  95 Thomas Meitinger  126   127 Andres Metspalu  37 Yuri Milaneschi  128 Lili Milani  37 Karen L Mohlke  90 Yukihide Momozawa  129 Mike A Nalls  130   131 Christopher P Nelson  61   62 Nona Sotoodehnia  132 Jill M Norris  133 Jeff R O'Connell  134   135 Nicholette D Palmer  136 Thomas Perls  137 Nancy L Pedersen  41 Annette Peters  55   138 Patricia A Peyser  24 Neil Poulter  139 Leslie J Raffel  140 Olli T Raitakari  141   142 Kathryn Roll  7 Lynda M Rose  2 Frits R Rosendaal  87 Jerome I Rotter  7 Carsten O Schmidt  143 Pamela J Schreiner  144 Nicole Schupf  145 William R Scott  77   146 Peter S Sever  146 Yuan Shi  9 Stephen Sidney  147 Mario Sims  15 Colleen M Sitlani  148 Jennifer A Smith  24   72 Harold Snieder  59 John M Starr  46   149 Konstantin Strauch  150   151 Heather M Stringham  49 Nicholas Y Q Tan  9 Hua Tang  152 Kent D Taylor  7 Yik Ying Teo  12   25   153   154   155 Yih Chung Tham  9 Stephen T Turner  156 André G Uitterlinden  13   157 Peter Vollenweider  158 Melanie Waldenberger  54   55 Lihua Wang  1 Ya Xing Wang  159   160 Wen Bin Wei  160 Christine Williams  1 Jie Yao  7 Caizheng Yu  48 Jian-Min Yuan  161   162 Wei Zhao  24 Alan B Zonderman  163 Diane M Becker  76 Michael Boehnke  49 Donald W Bowden  136 John C Chambers  77   78   164   165   166 Ian J Deary  46   99 Tõnu Esko  37   167 Martin Farrall  43   44 Paul W Franks  70   168 Barry I Freedman  169 Philippe Froguel  38   170 Paolo Gasparini  65   83 Christian Gieger  54   171 Jost Bruno Jonas  159   172 Yoichiro Kamatani  58 Norihiro Kato  68 Jaspal S Kooner  78   146   165   166 Zoltán Kutalik  64   173 Markku Laakso  67 Cathy C Laurie  125 Karin Leander  56 Terho Lehtimäki  174   175 Lifelines Cohort Study  176 Patrik K E Magnusson  41 Albertine J Oldehinkel  177 Brenda W J H Penninx  128 Ozren Polasek  178   179   180 David J Porteous  40 Rainer Rauramaa  53 Nilesh J Samani  61   62 James Scott  146 Xiao-Ou Shu  39 Pim van der Harst  45   181 Lynne E Wagenknecht  84 Nicholas J Wareham  57 Hugh Watkins  43   44 David R Weir  72 Ananda R Wickremasinghe  52 Tangchun Wu  48 Wei Zheng  39 Claude Bouchard  33 Kaare Christensen  182 Michele K Evans  36 Vilmundur Gudnason  34   35 Bernardo L Horta  27 Sharon L R Kardia  24 Yongmei Liu  183 Alexandre C Pereira  29 Bruce M Psaty  184   185 Paul M Ridker  2   3 Rob M van Dam  12   186 W James Gauderman  187 Xiaofeng Zhu  71 Dennis O Mook-Kanamori  87   188 Myriam Fornage  18   19 Charles N Rotimi  17 L Adrienne Cupples  26   189 Tanika N Kelly  102 Ervin R Fox  190 Caroline Hayward  14 Cornelia M van Duijn  13 E Shyong Tai  12   118   186 Tien Yin Wong  9   10   11 Charles Kooperberg  191 Walter Palmas  192 Kenneth Rice  125 Alanna C Morrison  18 Paul Elliott  166 Mark J Caulfield  6   73 Patricia B Munroe  6   73 Dabeeru C Rao  4 Michael A Province  1 Daniel Levy  189   193
Affiliations
Meta-Analysis

Novel genetic associations for blood pressure identified via gene-alcohol interaction in up to 570K individuals across multiple ancestries

Mary F Feitosa et al. PLoS One. .

Abstract

Heavy alcohol consumption is an established risk factor for hypertension; the mechanism by which alcohol consumption impact blood pressure (BP) regulation remains unknown. We hypothesized that a genome-wide association study accounting for gene-alcohol consumption interaction for BP might identify additional BP loci and contribute to the understanding of alcohol-related BP regulation. We conducted a large two-stage investigation incorporating joint testing of main genetic effects and single nucleotide variant (SNV)-alcohol consumption interactions. In Stage 1, genome-wide discovery meta-analyses in ≈131K individuals across several ancestry groups yielded 3,514 SNVs (245 loci) with suggestive evidence of association (P < 1.0 x 10-5). In Stage 2, these SNVs were tested for independent external replication in ≈440K individuals across multiple ancestries. We identified and replicated (at Bonferroni correction threshold) five novel BP loci (380 SNVs in 21 genes) and 49 previously reported BP loci (2,159 SNVs in 109 genes) in European ancestry, and in multi-ancestry meta-analyses (P < 5.0 x 10-8). For African ancestry samples, we detected 18 potentially novel BP loci (P < 5.0 x 10-8) in Stage 1 that warrant further replication. Additionally, correlated meta-analysis identified eight novel BP loci (11 genes). Several genes in these loci (e.g., PINX1, GATA4, BLK, FTO and GABBR2) have been previously reported to be associated with alcohol consumption. These findings provide insights into the role of alcohol consumption in the genetic architecture of hypertension.

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Conflict of interest statement

The authors have read the journal's policy and the authors of this manuscript have the following competing interests: Bruce M. Psaty (BMP) serves on the DSMB of a clinical trial funded by Zoll Lifecor and on the Steering Committee of the Yale Open Data Access Project funded by Johnson & Johnson. Barbara V. Howard (BVH) has a contract from National Heart, Lung, and Blood Institute (NHLBI). Brenda W.J.H. Penninx (BWJHP) has received research funding (non-related to the work reported here) from Jansen Research and Boehringer Ingelheim. Mike A. Nalls (MAN) is supported by a consulting contract between Data Tecnica International LLC and the National Institute on Aging (NIA), National Institutes of Health (NIH), Bethesda, MD, USA. MAN also consults for Illumina Inc., the Michael J. Fox Foundation, and the University of California Healthcare. MAN also has commercial affiliation with Data Tecnica International, Glen Echo, MD, USA. Mark J. Caulfield (MJC) has commercial affiliation and is Chief Scientist for Genomics England, a UK government company. OHF is supported by grants from Metagenics (on women's health and epigenetics) and from Nestlé (on child health). Peter S. Sever (PSS) is financial supported from several pharmaceutical companies which manufacture either blood pressure lowering or lipid lowering agents, or both, and consultancy fees. Paul W. Franks (PWF) has been a paid consultant in the design of a personalized nutrition trial (PREDICT) as part of a private-public partnership at Kings College London, UK, and has received research support from several pharmaceutical companies as part of European Union Innovative Medicines Initiative (IMI) projects. Terho Lehtimäki (TL) is employed by Fimlab Ltd. Ozren Polašek (OP) is employed by Gen‐info Ltd. There are no patents, products in development, or marked products to declare. All the other authors have declared no competing interests exist. This does not alter the authors' adherence to PLOS ONE policies on sharing data and materials.

Figures

Fig 1
Fig 1. Identification of four independent LD blocks in the 8p23.1 region (~3.3 MBs).

References

    1. O'Donnell MJ, Chin SL, Rangarajan S, Xavier D, Liu L, Zhang H, et al. Global and regional effects of potentially modifiable risk factors associated with acute stroke in 32 countries (INTERSTROKE): a case-control study. Lancet. 2016;388(10046):761–75. doi: 10.1016/S0140-6736(16)30506-2 . - DOI - PubMed
    1. Collaborators GBDRF. Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015. Lancet. 2016;388(10053):1659–724. doi: 10.1016/S0140-6736(16)31679-8 . - DOI - PMC - PubMed
    1. Writing Group M, Mozaffarian D, Benjamin EJ, Go AS, Arnett DK, Blaha MJ, et al. Heart Disease and Stroke Statistics-2016 Update: A Report From the American Heart Association. Circulation. 2016;133(4):e38–360. doi: 10.1161/CIR.0000000000000350 . - DOI - PubMed
    1. Chobanian AV, Bakris GL, Black HR, Cushman WC, Green LA, Izzo JL Jr., et al. The Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure: the JNC 7 report. JAMA. 2003;289(19):2560–72. doi: 10.1001/jama.289.19.2560 . - DOI - PubMed
    1. Muntner P, Carey RM, Gidding S, Jones DW, Taler SJ, Wright JT Jr., et al. Potential U.S. Population Impact of the 2017 American College of Cardiology/American Heart Association High Blood Pressure Guideline. Circulation. 2017. doi: 10.1161/CIRCULATIONAHA.117.032582 . - DOI - PMC - PubMed

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