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

IF 31.7 1区 生物学 Q1 GENETICS & HEREDITY Nature genetics Pub Date : 2025-02-18 DOI:10.1038/s41588-025-02094-5
Sean L. Zheng, Sean J. Jurgens, Kathryn A. McGurk, Xiao Xu, Chris Grace, Pantazis I. Theotokis, Rachel J. Buchan, Catherine Francis, Antonio de Marvao, Lara Curran, Wenjia Bai, Chee Jian Pua, Hak Chiaw Tang, Paloma Jorda, Marjon A. van Slegtenhorst, Judith M. A. Verhagen, Andrew R. Harper, Elizabeth Ormondroyd, Calvin W. L. Chin, Antonis Pantazis, John Baksi, Brian P. Halliday, Paul Matthews, Yigal M. Pinto, Roddy Walsh, Ahmad S. Amin, Arthur A. M. Wilde, Stuart A. Cook, Sanjay K. Prasad, Paul J. R. Barton, Declan P. O’Regan, R. T. Lumbers, Anuj Goel, Rafik Tadros, Michelle Michels, Hugh Watkins, Connie R. Bezzina, James S. Ware
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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.

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肥厚型心肌病(HCM)是导致发病和死亡的重要原因,约有三分之一的病例存在致病变异。大规模的全基因组关联研究(GWAS)表明,常见的遗传变异会导致 HCM 风险。在此,我们从 HCM GWAS 和遗传相关性状中得出了多基因评分(PGS),并在英国生物库、10 万基因组计划和临床队列中对其性能进行了测试。我们的研究表明,较高的 PGS 会显著增加普通人群罹患 HCM 的风险,尤其是在致病变异携带者中,最高和最低 PGS 五分位数的 HCM 穿透性相差 10 倍。在 HCM 阳性者的亲属中,PGS 可将患 HCM 和不良后果的风险分层。最后,在 HCM 病例中,PGS 可强烈预测不良后果和死亡风险。这些发现支持了 PGS 在临床环境中的广泛用途,使其能够进行有针对性的筛查和监测,并对不良后果的风险进行分层。
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来源期刊
Nature genetics
Nature genetics 生物-遗传学
CiteScore
43.00
自引率
2.60%
发文量
241
审稿时长
3 months
期刊介绍: Nature Genetics publishes the very highest quality research in genetics. It encompasses genetic and functional genomic studies on human and plant traits and on other model organisms. Current emphasis is on the genetic basis for common and complex diseases and on the functional mechanism, architecture and evolution of gene networks, studied by experimental perturbation. Integrative genetic topics comprise, but are not limited to: -Genes in the pathology of human disease -Molecular analysis of simple and complex genetic traits -Cancer genetics -Agricultural genomics -Developmental genetics -Regulatory variation in gene expression -Strategies and technologies for extracting function from genomic data -Pharmacological genomics -Genome evolution
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