{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,24]],"date-time":"2026-08-24T13:43:39Z","timestamp":1787579019787,"version":"build-2736575974"},"reference-count":30,"publisher":"American Medical Association (AMA)","issue":"12","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Cardiol"],"published-print":{"date-parts":[[2025,12,1]]},"abstract":"\n Importance<\/jats:title>\n Atrial fibrillation (AF) has a complex genetic architecture involving common, rare, and somatic variants. The association between these components requires further investigation.<\/jats:p>\n <\/jats:sec>\n \n Objective<\/jats:title>\n To examine the individual and combined contributions of polygenic, monogenic, and somatic genetic variants to AF incidence, and develop an integrated genomic model (IGM-AF) for improved risk prediction.<\/jats:p>\n <\/jats:sec>\n \n Design, Setting, and Participants<\/jats:title>\n This cohort study used whole-genome sequence data from participants of the UK Biobank, with follow-up for AF events through hospital records, death registries, and self-report. The UK Biobank recruited participants aged 40 to 69 years in the UK between 2006 and 2010. Study data were analyzed from August 2022 to November 2024.<\/jats:p>\n <\/jats:sec>\n \n Exposures<\/jats:title>\n IGM-AF comprising an AF polygenic risk score (PRS), a composite rare variant gene set (AFgeneset), and somatic variants associated with clonal hematopoiesis of indeterminate potential (CHIP). Clinical AF risk was estimated using the Cohorts for Heart and Aging Research in Genomic Epidemiology AF (CHARGE-AF) score.<\/jats:p>\n <\/jats:sec>\n \n Main Outcomes and Measures<\/jats:title>\n The primary outcome was hazard ratios (HRs) for 5-year incident AF attributable to PRS, AFgeneset, CHIP, and their interactions. The predictive performance of IGM-AF and its components was quantified using HRs, C statistics, and reclassification indices.<\/jats:p>\n <\/jats:sec>\n \n Results<\/jats:title>\n \n A total of 416\u202f085 individuals (mean [SD] age, 56.6 [8.0] years; 224\u202f642 female [54.0%]) with 30\u202f797 AF cases were included. The PRS (HR per 1 SD, 1.65; 95% CI, 1.63-1.67;\n P<\/jats:italic>\n \u2009&amp;lt;\u20091\u2009\u00d7\u200910\n \u22128<\/jats:sup>\n ), AFgeneset (HR, 1.63; 95% CI, 1.52-1.75;\n P<\/jats:italic>\n \u2009=\u20091.46\u2009\u00d7\u200910\n \u221242<\/jats:sup>\n ), and CHIP (HR, 1.26; 95% CI, 1.15-1.38;\n P<\/jats:italic>\n \u2009=\u20091.41\u2009\u00d7\u200910\n \u22126<\/jats:sup>\n ) were associated with incident AF. The 5-year cumulative incidence of AF was at least 2-fold among individuals having all 3 genetic drivers (common, rare, and somatic drivers) compared with those with only 1 driver. Integration of IGM-AF with a clinical risk model (CHARGE-AF) showed higher predictive performance (C statistic, 0.80; 95% CI, 0.80-0.80) compared with IGM-AF and CHARGE-AF alone. The classification of the at-risk population for AF was improved when IGM-AF was added to CHARGE-AF (net reclassification index, 0.08; 95% CI, 0.07-0.09).\n <\/jats:p>\n <\/jats:sec>\n \n Conclusions and Relevance<\/jats:title>\n Results of this cohort study demonstrated the complementary value of common, rare, and somatic variants in shaping genomic AF risk. Leveraging comprehensive genetic information may enhance screening and preventive interventions for AF.<\/jats:p>\n <\/jats:sec>","DOI":"10.1001\/jamacardio.2025.3664","type":"journal-article","created":{"date-parts":[[2025,10,8]],"date-time":"2025-10-08T15:01:43Z","timestamp":1759935703000},"page":"1240","source":"Crossref","is-referenced-by-count":8,"title":["Contributions of Common, Rare, and Somatic Genetic Variants to Incidence of Atrial Fibrillation"],"prefix":"10.1001","volume":"10","author":[{"given":"Rufan","family":"Zhang","sequence":"first","affiliation":[{"name":"China National Center for Bioinformation, Beijing, China"},{"name":"Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Min Seo","family":"Kim","sequence":"additional","affiliation":[{"name":"Medical and Population Genetics and Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, 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China"},{"name":"Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, China"},{"name":"College of Future Technology, Sino-Danish College, University of Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiong","family":"Yang","sequence":"additional","affiliation":[{"name":"China National Center for Bioinformation, Beijing, China"},{"name":"Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kang","family":"Yu","sequence":"additional","affiliation":[{"name":"China National Center for Bioinformation, Beijing, China"},{"name":"Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, China"},{"name":"University of Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yang","family":"Sui","sequence":"additional","affiliation":[{"name":"Medical and Population 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Boston"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qiuli","family":"Chen","sequence":"additional","affiliation":[{"name":"China National Center for Bioinformation, Beijing, China"},{"name":"Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, China"},{"name":"University of Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yunga","family":"A","sequence":"additional","affiliation":[{"name":"China National Center for Bioinformation, Beijing, China"},{"name":"Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, China"},{"name":"University of Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongqiang","family":"Zhao","sequence":"additional","affiliation":[{"name":"China National Center for Bioinformation, Beijing, China"},{"name":"Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tingfeng","family":"Xu","sequence":"additional","affiliation":[{"name":"China National Center for Bioinformation, Beijing, China"},{"name":"Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, China"},{"name":"University of Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiufeng","family":"Huang","sequence":"additional","affiliation":[{"name":"Zhejiang Provincial Clinical Research Center for Pediatric Precision Medicine, The Second Affiliated Hospital and Yuying Children\u2019s Hospital of Wenzhou Medical University, Wenzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun","family":"Pu","sequence":"additional","affiliation":[{"name":"Department of Cardiology, Renji Hospital, School of Medicine, State Key Laboratory for Systems Medicine for Cancer, Shanghai Cancer Institute, Shanghai Jiao Tong University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhaoqi","family":"Liu","sequence":"additional","affiliation":[{"name":"China National Center for Bioinformation, Beijing, China"},{"name":"Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, China"},{"name":"University of Chinese Academy of Sciences, Beijing, China"},{"name":"College of Future Technology, Sino-Danish College, University of Chinese Academy of Sciences, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pradeep","family":"Natarajan","sequence":"additional","affiliation":[{"name":"Medical and Population Genetics and Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, Massachusetts"},{"name":"Cardiovascular Research Center, Massachusetts General Hospital, Boston"},{"name":"Center for Genomic Medicine, Massachusetts General Hospital, Boston"},{"name":"Harvard Medical School, Boston, 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