Changwei Li1, Yun Kyoung Kim1, Rajkumar Dorajoo1, Huaixing Li1, I-Te Lee1, Ching-Yu Cheng1, Meian He1, Wayne H-H Sheu1, Xiuqing Guo1, Santhi K Ganesh1, Jiang He1, Juyoung Lee1, Jianjun Liu1, Yao Hu1, Dabeeru C Rao1, Fuu-Jen Tsai1, Jia Yu Koh1, Hua Hu1, Kae-Woei Liang1, Walter Palmas1, James E Hixson1, Sohee Han1, Yik-Ying Teo1, Yiqin Wang1, Jing Chen1, Chieh Hsiang Lu1, Yingfeng Zheng1, Lixuan Gui1, Wen-Jane Lee1, Jie Yao1, Dongfeng Gu1, Bok-Ghee Han1, Xueling Sim1, Liang Sun1, Jinying Zhao1, Chien-Hsiun Chen1, Neelam Kumari1, Yunfeng He1, Kent D Taylor1, Leslie J Raffel1, Sanghoon Moon1, Jerome I Rotter1, Yii-der Ida Chen1, Tangchun Wu1, Tien Yin Wong1, Jer-Yuarn Wu1, Xu Lin1, E-Shyong Tai1, Bong-Jo Kim1, Tanika N Kelly2. 1. From the Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (C.L., J.H., J.Z., T.N.K.); Center for Genome Science, Korea National Institute of Health, Osong Health Technology Administration Complex, Chungcheongbuk-do, Korea (Y.K.K., J.L., S.H., B.-G.H., S.M., B.-J.K.); Genome Institute of Singapore, Agency for Science, Technology and Research (R.D., J.L., Y.-Y.T.); Key Laboratory of Nutrition and Metabolism, Institute for Nutritional Sciences, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences and Graduate University of the Chinese Academy of Sciences (H.L., Y.H., Y.W., L.S., X.L.); National Yang-Ming University Hospital, Taipei, Taiwan (I-T.L.); National Yang-Ming University Hospital, Taipei, Taiwan; Singapore Eye Research Institute, Singapore National Eye Center (Y.C., Y.K., Y.Z., N.K., T.Y.W.); Duke-NUS Graduate Medical School, National University of Singapore, (Y.C., N.K., T.Y.W., E-S.T.); Department of Ophthalmology (Y.C., T.Y.W.), Department of Statistics and Applied Probability (Y.-Y.T.), Life Sciences Institute (Y.-Y.T.), NUS Graduate School for Integrative Science and Engineering (Y.-Y.T.), Department of Medicine, National University Health System, Singapore (E-S.T.); MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China (M.H., H.H., L.G., Y.H., T.W.); Division of Endocrine and Metabolism, Department of Internal Medicine, Taichung Veterans General Hospital, Taipei, Taiwan (I-T.L., W.H-h.S); School of Medicine, National Yang-Ming University, Taipei, Taiwan (W.H-h.S., K.-W.L.); Institute for Translational Genomics and Population Sciences, Department of Pediatrics, LABioMed at Harbor-UCLA Medical Center, Torrance, CA (X.G., J.Y., K.D.T., J.I.R., Y.-d.I.C.); Division of Cardiovascular Medicine, Department of Internal Medicine, Department of Human Genetics, University of Michigan, Ann Arbor (S.K.G.); Department of Medicine, Tulane University School of Medicine, New Orleans, LA (J.H., J.C.); Saw Swee Hock School of Public Health, National University of Singapore and National University Health System (J.L., Y.-Y.T., X.S., E-S.T.); Division of Biostatistics, Washington University School of Medicine, St. Louis, MO (D.C.R.); Department of Medical Genetics (F.-J.T.) and School of Chinese Medicine (C.-H.C., J.-Y.W.), China Medical University Hospital, Taichung, Taiwan; Department of Medicine, Columbia University Medical Center, New York, NY (W.P.); Department of Epidemiology, Human Genetics and Environmental Sciences, University of Texas School of Public Health, Houston (J.E.H.); Department of Internal Medicine, Ditmanson Medical Foundation, Chiayi Christian Hospital, Taiwan (C.H.L.); Department of Business Administration, National Chung Cheng University, Chia-yi, Taiwan (C.H.L.); Department of Nursing, DaYeh University, Changhua, Taiwan (C.H.L.); Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan (W.-J.L.); State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center of Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China (D.G.); National Center for Genome Medicine, Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan (C.-H.C., J.-Y.W.); Department of Ophthalmology and Visual Science, Khoo Teck Puat Hospital, Singapore, Singapore (N.K.); Medical Genetics Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA (L.J.R.); and Department of Epidemiology and Biostatistics, University of Georgia at Athens, Athens (C.L.); Department of Cardiovascular Center, Taichung Veterans General Hospital, Taichung, Taiwan (K.-W.L.). 2. From the Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (C.L., J.H., J.Z., T.N.K.); Center for Genome Science, Korea National Institute of Health, Osong Health Technology Administration Complex, Chungcheongbuk-do, Korea (Y.K.K., J.L., S.H., B.-G.H., S.M., B.-J.K.); Genome Institute of Singapore, Agency for Science, Technology and Research (R.D., J.L., Y.-Y.T.); Key Laboratory of Nutrition and Metabolism, Institute for Nutritional Sciences, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences and Graduate University of the Chinese Academy of Sciences (H.L., Y.H., Y.W., L.S., X.L.); National Yang-Ming University Hospital, Taipei, Taiwan (I-T.L.); National Yang-Ming University Hospital, Taipei, Taiwan; Singapore Eye Research Institute, Singapore National Eye Center (Y.C., Y.K., Y.Z., N.K., T.Y.W.); Duke-NUS Graduate Medical School, National University of Singapore, (Y.C., N.K., T.Y.W., E-S.T.); Department of Ophthalmology (Y.C., T.Y.W.), Department of Statistics and Applied Probability (Y.-Y.T.), Life Sciences Institute (Y.-Y.T.), NUS Graduate School for Integrative Science and Engineering (Y.-Y.T.), Department of Medicine, National University Health System, Singapore (E-S.T.); MOE Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China (M.H., H.H., L.G., Y.H., T.W.); Division of Endocrine and Metabolism, Department of Internal Medicine, Taichung Veterans General Hospital, Taipei, Taiwan (I-T.L., W.H-h.S); School of Medicine, National Yang-Ming University, Taipei, Taiwan (W.H-h.S., K.-W.L.); Institute for Translational Genomics and Population Sciences, Department of Pediatrics, LABioMed at Harbor-UCLA Medical Center, Torrance, CA (X.G., J.Y., K.D.T., J.I.R., Y.-d.I.C.); Division of Cardiovascular Medicine, Department of Internal Medicine, Department of Human Genetics, University of Michigan, Ann Arbor (S.K.G.); Department of Medicine, Tulane University School of Medicine, New Orleans, LA (J.H., J.C.); Saw Swee Hock School of Public Health, National University of Singapore and National University Health System (J.L., Y.-Y.T., X.S., E-S.T.); Division of Biostatistics, Washington University School of Medicine, St. Louis, MO (D.C.R.); Department of Medical Genetics (F.-J.T.) and School of Chinese Medicine (C.-H.C., J.-Y.W.), China Medical University Hospital, Taichung, Taiwan; Department of Medicine, Columbia University Medical Center, New York, NY (W.P.); Department of Epidemiology, Human Genetics and Environmental Sciences, University of Texas School of Public Health, Houston (J.E.H.); Department of Internal Medicine, Ditmanson Medical Foundation, Chiayi Christian Hospital, Taiwan (C.H.L.); Department of Business Administration, National Chung Cheng University, Chia-yi, Taiwan (C.H.L.); Department of Nursing, DaYeh University, Changhua, Taiwan (C.H.L.); Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan (W.-J.L.); State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center of Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China (D.G.); National Center for Genome Medicine, Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan (C.-H.C., J.-Y.W.); Department of Ophthalmology and Visual Science, Khoo Teck Puat Hospital, Singapore, Singapore (N.K.); Medical Genetics Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA (L.J.R.); and Department of Epidemiology and Biostatistics, University of Georgia at Athens, Athens (C.L.); Department of Cardiovascular Center, Taichung Veterans General Hospital, Taichung, Taiwan (K.-W.L.). tkelly@tulane.edu.
Abstract
BACKGROUND: Genome-wide single marker and gene-based meta-analyses of long-term average (LTA) blood pressure (BP) phenotypes may reveal novel findings for BP. METHODS AND RESULTS: We conducted genome-wide analysis among 18 422 East Asian participants (stage 1) followed by replication study of ≤46 629 participants of European ancestry (stage 2). Significant single-nucleotide polymorphisms and genes were determined by a P<5.0×10-8 and 2.5×10-6, respectively, in joint analyses of stage-1 and stage-2 data. We identified 1 novel ARL3 variant, rs4919669 at 10q24.32, influencing LTA systolic BP (stage-1 P=5.03×10-8, stage-2 P=8.64×10-3, joint P=2.63×10-8) and mean arterial pressure (stage-1 P=3.59×10-9, stage-2 P=2.35×10-2, joint P=2.64×10-8). Three previously reported BP loci (WBP1L, NT5C2, and ATP2B1) were also identified for all BP phenotypes. Gene-based analysis provided the first robust evidence for association of KCNJ11 with LTA systolic BP (stage-1 P=8.55×10-6, stage-2 P=1.62×10-5, joint P=3.28×10-9) and mean arterial pressure (stage-1 P=9.19×10-7, stage-2 P=9.69×10-5, joint P=2.15×10-9) phenotypes. Fourteen genes (TMEM180, ACTR1A, SUFU, ARL3, SFXN2, WBP1L, CYP17A1, C10orf32, C10orf32-ASMT, AS3MT, CNNM2, and NT5C2 at 10q24.32; ATP2B1 at 12q21.33; and NCR3LG1 at 11p15.1) implicated by previous genome-wide association study meta-analyses were also identified. Among the loci identified by the previous genome-wide association study meta-analysis of LTA BP, we transethnically replicated associations of the KCNK3 marker rs1275988 at 2p23.3 with LTA systolic BP and mean arterial pressure phenotypes (P=1.27×10-4 and 3.30×10-4, respectively). CONCLUSIONS: We identified 1 novel variant and 1 novel gene and present the first direct evidence of relevance of the KCNK3 locus for LTA BP among East Asians.
BACKGROUND: Genome-wide single marker and gene-based meta-analyses of long-term average (LTA) blood pressure (BP) phenotypes may reveal novel findings for BP. METHODS AND RESULTS: We conducted genome-wide analysis among 18 422 East Asian participants (stage 1) followed by replication study of ≤46 629 participants of European ancestry (stage 2). Significant single-nucleotide polymorphisms and genes were determined by a P<5.0×10-8 and 2.5×10-6, respectively, in joint analyses of stage-1 and stage-2 data. We identified 1 novel ARL3 variant, rs4919669 at 10q24.32, influencing LTA systolic BP (stage-1 P=5.03×10-8, stage-2 P=8.64×10-3, joint P=2.63×10-8) and mean arterial pressure (stage-1 P=3.59×10-9, stage-2 P=2.35×10-2, joint P=2.64×10-8). Three previously reported BP loci (WBP1L, NT5C2, and ATP2B1) were also identified for all BP phenotypes. Gene-based analysis provided the first robust evidence for association of KCNJ11 with LTA systolic BP (stage-1 P=8.55×10-6, stage-2 P=1.62×10-5, joint P=3.28×10-9) and mean arterial pressure (stage-1 P=9.19×10-7, stage-2 P=9.69×10-5, joint P=2.15×10-9) phenotypes. Fourteen genes (TMEM180, ACTR1A, SUFU, ARL3, SFXN2, WBP1L, CYP17A1, C10orf32, C10orf32-ASMT, AS3MT, CNNM2, and NT5C2 at 10q24.32; ATP2B1 at 12q21.33; and NCR3LG1 at 11p15.1) implicated by previous genome-wide association study meta-analyses were also identified. Among the loci identified by the previous genome-wide association study meta-analysis of LTA BP, we transethnically replicated associations of the KCNK3 marker rs1275988 at 2p23.3 with LTA systolic BP and mean arterial pressure phenotypes (P=1.27×10-4 and 3.30×10-4, respectively). CONCLUSIONS: We identified 1 novel variant and 1 novel gene and present the first direct evidence of relevance of the KCNK3 locus for LTA BP among East Asians.
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