{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,11,12]],"date-time":"2026-11-12T04:31:37Z","timestamp":1794457897332,"version":"4.9.1"},"reference-count":36,"publisher":"American Medical Association (AMA)","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Cardiol"],"published-print":{"date-parts":[[2026,2,1]]},"abstract":"\n Importance<\/jats:title>\n Polygenic background modifies variant penetrance in hypertrophic (HCM) and dilated (DCM) cardiomyopathies, diseases with opposing morphologic characteristics and inversely related genetic pathways. Whether polygenic susceptibility for one disease protects against monogenic risk for the other remains uncertain.<\/jats:p>\n <\/jats:sec>\n \n Objective<\/jats:title>\n To characterize if polygenic background bidirectionally modifies pathogenicity of established rare variants associated with HCM and DCM.<\/jats:p>\n <\/jats:sec>\n \n Design, Setting, and Participants<\/jats:title>\n This cross-sectional study was conducted using data from the Penn Medicine BioBank (PMBB). Volunteers enrolled in PMBB between November 1994 and July 2022 with available electronic health record and genotyping data through September 2024 were included. Analysis was performed in June 2025.<\/jats:p>\n <\/jats:sec>\n \n Exposures<\/jats:title>\n Normalized polygenic scores (PGSs) for HCM and DCM as well as carrier status of pathogenic variants in established HCM or DCM genes.<\/jats:p>\n <\/jats:sec>\n \n Main Outcomes and Measures<\/jats:title>\n HCM and DCM defined using electronic health record diagnosis and procedure codes, as well as echocardiogram measurements obtained from medical records.<\/jats:p>\n <\/jats:sec>\n \n Results<\/jats:title>\n \n This study included 49\u202f434 PMBB participants (median (IQR) age, 57 [42-67] years; 24\u202f886 male [50.3%]). An increased HCM PGS was associated with a 1.1% increase in left ventricular ejection fraction (LVEF; 95% CI, 0.9 to 1.3;\n P<\/jats:italic>\n \u2009=\u20097.3\u2009\u00d7\u200910\n \u221231<\/jats:sup>\n ), a 0.79-mm decrease in left ventricular internal diameter at end-diastole (LVIDd; 95% CI, \u22120.92 to \u22120.67;\n P<\/jats:italic>\n \u2009=\u20092.3\u2009\u00d7\u200910\n \u221236<\/jats:sup>\n ), and a 0.18-mm increase in interventricular septal (IVS) thickness (95% CI, 0.14 to 0.22;\n P<\/jats:italic>\n \u2009=\u20099.3\u2009\u00d7\u200910\n \u221219<\/jats:sup>\n ). A 1-SD increase in DCM PGS was associated with a 2.0% decrease in LVEF (95% CI, \u22122.2 to \u22121.8;\n P<\/jats:italic>\n \u2009=\u20093.3\u2009\u00d7\u200910\n \u221283<\/jats:sup>\n ) and a 1.0-mm increase in LVIDd (95% CI, 0.93 to 1.1;\n P<\/jats:italic>\n \u2009=\u20093.2\u2009\u00d7\u200910\n \u221278<\/jats:sup>\n ) and was not significantly associated with IVS (estimate, \u22121.3\u2009\u00d7\u200910\u207b\n 3<\/jats:sup>\n mm; 95% CI, \u22120.04 to 0.03;\n P<\/jats:italic>\n \u2009=\u2009.94). A 1-SD increase in HCM PGS was associated with an increased risk of HCM (odds ratio [OR], 1.8; 95% CI, 1.6-2.0;\n P<\/jats:italic>\n \u2009=\u20099.6\u2009\u00d7\u200910\n \u221225<\/jats:sup>\n ) and decreased risk of DCM (OR, 0.69; 95% CI, 0.64-0.74;\n P<\/jats:italic>\n \u2009=\u20094.3\u2009\u00d7\u200910\n \u221222<\/jats:sup>\n ). A 1-SD increase in DCM PGS was associated with an increased risk of DCM (OR, 1.6; 95% CI, 1.5-1.7;\n P<\/jats:italic>\n \u2009=\u20091.7\u2009\u00d7\u200910\n \u221240<\/jats:sup>\n ) and decreased risk of HCM (OR, 0.69; 95% CI, 0.63-0.76;\n P<\/jats:italic>\n \u2009=\u20093.0\u2009\u00d7\u200910\n \u221213<\/jats:sup>\n ). Monogenic and polygenic risk terms had significant independent effects when combined in models of disease status and echocardiographic measurements; the inclusion of either an HCM or DCM PGS improved the discrimination (area under the receiving operating characteristic curve) of models of HCM (0.043; 95% credible interval, 0.034-0.053) and DCM (0.045; 95% credible interval, 0.039-0.051) beyond models including age, sex, and monogenic variant status.\n <\/jats:p>\n <\/jats:sec>\n \n Conclusions and Relevance<\/jats:title>\n The findings in this study indicate that HCM and DCM risk were modified by polygenic background, which exists on an overlapping but opposing spectrum. Consideration of polygenic background may offer clinical value through improving understanding and prediction of these inherited cardiomyopathies.<\/jats:p>\n <\/jats:sec>","DOI":"10.1001\/jamacardio.2025.4739","type":"journal-article","created":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T16:00:32Z","timestamp":1766505632000},"page":"147","source":"Crossref","is-referenced-by-count":8,"title":["Polygenic Background and Penetrance of Pathogenic Variants in Hypertrophic and Dilated Cardiomyopathies"],"prefix":"10.1001","volume":"11","author":[{"given":"Sarah A.","family":"Abramowitz","sequence":"first","affiliation":[{"name":"Department of Surgery, University of Pennsylvania Perelman School of Medicine, University of Pennsylvania, Philadelphia"},{"name":"Donald and Barbara Zucker School of Medicine at Hofstra\/Northwell, Hempstead, New York"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lily","family":"Hoffman-Andrews","sequence":"additional","affiliation":[{"name":"Center for Inherited Cardiovascular Disease, Division of Cardiology, Hospital of the University of Pennsylvania, Philadelphia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David","family":"Zhang","sequence":"additional","affiliation":[{"name":"Cardiovascular Institute, University of Pennsylvania Perelman School of Medicine, University of Pennsylvania, Philadelphia"},{"name":"Department of Genetics, University of Pennsylvania Perelman School of Medicine, University of Pennsylvania, Philadelphia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Renae","family":"Judy","sequence":"additional","affiliation":[{"name":"Department of Surgery, University of Pennsylvania Perelman School of Medicine, University of Pennsylvania, Philadelphia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thomas P.","family":"Cappola","sequence":"additional","affiliation":[{"name":"Cardiovascular Institute, University of Pennsylvania Perelman School of Medicine, University of Pennsylvania, Philadelphia"},{"name":"Division of Cardiovascular Medicine, University of Pennsylvania Perelman School of Medicine, University of Pennsylvania, Philadelphia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sharlene M.","family":"Day","sequence":"additional","affiliation":[{"name":"Center for Inherited Cardiovascular Disease, Division of Cardiology, Hospital of the University of Pennsylvania, Philadelphia"},{"name":"Cardiovascular Institute, University of Pennsylvania Perelman School of Medicine, University of Pennsylvania, Philadelphia"},{"name":"Division of Cardiovascular Medicine, University of Pennsylvania Perelman School of Medicine, University of Pennsylvania, Philadelphia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nosheen","family":"Reza","sequence":"additional","affiliation":[{"name":"Center for Inherited Cardiovascular Disease, Division of Cardiology, Hospital of the University of Pennsylvania, Philadelphia"},{"name":"Division of Cardiovascular Medicine, University of Pennsylvania Perelman School of Medicine, University of Pennsylvania, Philadelphia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anjali T.","family":"Owens","sequence":"additional","affiliation":[{"name":"Center for Inherited Cardiovascular Disease, Division of Cardiology, Hospital of the University of Pennsylvania, Philadelphia"},{"name":"Division of Cardiovascular Medicine, University of Pennsylvania Perelman School of Medicine, University of Pennsylvania, Philadelphia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Scott M.","family":"Damrauer","sequence":"additional","affiliation":[{"name":"Department of Surgery, University of Pennsylvania Perelman School of Medicine, University of Pennsylvania, Philadelphia"},{"name":"Cardiovascular Institute, University of Pennsylvania Perelman School of Medicine, University of Pennsylvania, Philadelphia"},{"name":"Department of Genetics, University of Pennsylvania Perelman School of Medicine, University of Pennsylvania, Philadelphia"},{"name":"Corporal Michael J. 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