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Evaluation of polygenic scores for hypertrophic cardiomyopathy in the general population and across clinical settings

Zheng, SL; Jurgens, SJ; Mcgurk, KA; Xu, X; Grace, C; Theotokis, PI; Buchan, RJ; Francis, C; de Marvao, A; Curran, L; et al. Zheng, SL; Jurgens, SJ; Mcgurk, KA; Xu, X; Grace, C; Theotokis, PI; Buchan, RJ; Francis, C; de Marvao, A; Curran, L; Bai, W; Pua, CJ; Tang, HC; Jorda, P; van Slegtenhorst, MA; Verhagen, JMA; Harper, AR; Ormondroyd, E; Chin, CWL; Pantazis, A; Baksi, J; Halliday, BP; Matthews, P; Pinto, YM; Walsh, R; Amin, AS; Wilde, AAM; Cook, SA; Prasad, SK; Barton, PJR; O'Regan, DP; Lumbers, RT; Goel, A; Tadros, R; Michels, M; Watkins, H; Bezzina, CR; Ware, JS (2025) Evaluation of polygenic scores for hypertrophic cardiomyopathy in the general population and across clinical settings. NATURE GENETICS. ISSN 1061-4036 https://doi.org/10.1038/s41588-025-02094-5
SGUL Authors: Walsh, Roderick Thomas

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Abstract

Hypertrophic cardiomyopathy (HCM) is an important cause of morbidity and mortality, with pathogenic variants found in about a third of cases. Large-scale genome-wide association studies (GWAS) demonstrate that common genetic variation contributes to HCM risk. Here we derive polygenic scores (PGS) from HCM GWAS and genetically correlated traits and test their performance in the UK Biobank, 100,000 Genomes Project, and clinical cohorts. We show that higher PGS significantly increases the risk of HCM in the general population, particularly among pathogenic variant carriers, where HCM penetrance differs 10-fold between those in the highest and lowest PGS quintiles. Among relatives of HCM probands, PGS stratifies risks of developing HCM and adverse outcomes. Finally, among HCM cases, PGS strongly predicts the risk of adverse outcomes and death. These findings support the broad utility of PGS across clinical settings, enabling tailored screening and surveillance and stratification of risk of adverse outcomes.

Item Type: Article
Additional Information: This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. © The Author(s) 2025
Keywords: HCM GWAS Collaborators, HCM GWAS Collaborators, 06 Biological Sciences, 11 Medical and Health Sciences, Developmental Biology
SGUL Research Institute / Research Centre: Academic Structure > Cardiovascular & Genomics Research Institute
Academic Structure > Cardiovascular & Genomics Research Institute > Experimental Cardiology
Journal or Publication Title: NATURE GENETICS
ISSN: 1061-4036
Dates:
DateEvent
18 February 2025Published Online
21 January 2025Accepted
Publisher License: Creative Commons: Attribution 4.0
Projects:
Project IDFunderFunder ID
RE/18/4/34215British Heart Foundationhttp://dx.doi.org/10.13039/501100000274
FS/IPBSRF/22/27059British Heart Foundationhttp://dx.doi.org/10.13039/501100000274
FS/15/81/31817British Heart Foundationhttp://dx.doi.org/10.13039/501100000274
RG/19/6/34387British Heart Foundationhttp://dx.doi.org/10.13039/501100000274
RE/13/1/30181British Heart Foundationhttp://dx.doi.org/10.13039/501100000274
MC_UP_1605/13Medical Research Councilhttp://dx.doi.org/10.13039/501100000265
107469/Z/15/ZWellcome Trusthttp://dx.doi.org/10.13039/100004440
UNSPECIFIEDNational Institute for Health Research (NIHR) Imperial College Biomedical Research CentreUNSPECIFIED
21JTASir Jules Thorn Charitable Trusthttp://dx.doi.org/10.13039/501100000282
UNSPECIFIEDNational Heart Lung Institute FoundationUNSPECIFIED
03-007-2022-003Dutch Heart FoundationUNSPECIFIED
UNSPECIFIEDCVON PRIMEUNSPECIFIED
UNSPECIFIEDRosetrees Trusthttp://dx.doi.org/10.13039/501100000833
17CVD02Leducq FoundationUNSPECIFIED
UNSPECIFIEDAmsterdam Cardiovascular SciencesUNSPECIFIED
LSHM-CT-2007-037273European Commissionhttp://dx.doi.org/10.13039/501100000780
HEALTH-F2-2013-601456European Commissionhttp://dx.doi.org/10.13039/501100000780
40-46300-98-19009European Joint Programme Rare DiseasesUNSPECIFIED
UNSPECIFIEDThe Horstingstuit FoundationUNSPECIFIED
495237Fetal Medicine FoundationUNSPECIFIED
BBC/F/21/220106British Heart Foundationhttp://dx.doi.org/10.13039/501100000274
Web of Science ID: WOS:001424190000001
URI: https://openaccess.sgul.ac.uk/id/eprint/117275
Publisher's version: https://doi.org/10.1038/s41588-025-02094-5

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