Dissecting the Polygenic Basis of Primary Hypertension: Identification of Key Pathway-Specific Components

Author:

Maj Carlo,Salvi Erika,Citterio Lorena,Borisov Oleg,Simonini Marco,Glorioso Valeria,Barlassina Cristina,Glorioso Nicola,Thijs Lutgarde,Kuznetsova Tatiana,Cappuccio Francesco P.,Zhang Zhen-Yu,Staessen Jan A.,Cusi Daniele,Lanzani Chiara,Manunta Paolo

Abstract

Introduction and ObjectivesGenome-wide association studies have identified a high number of genetic loci associated with hypertension suggesting the presence of an underlying polygenic architecture. In this study, we aimed to dissect the polygenic component of primary hypertension searching also for pathway-specific components.MethodsThe polygenic risk score (PRS) models, based on the UK biobank genetic signals for hypertension status, were obtained on a target Italian case/control cohort including 561 cases and 731 hyper-normal controls from HYPERGENES, and were then applied to an independent validation cohort composed by multi-countries European-based samples including 1,284 cases and 960 hyper-normal controls.ResultsThe resulting genome-wide PRS was capable of stratifying the individuals for hypertension risk by comparing between individuals in the last PRS decile and the median decile: we observed an odds ratio (OR) of 3.62, CI = [2.01, 6.32] (P = 9.01E-07) and 3.22, 95% CI = [2.06, 5.10] (P = 6.47E-08) in the target and validation cohorts, respectively. The relatively high case/control ORs across PRS quantiles corroborates the presence of strong polygenic components which could be driven by an enrichment of risk alleles within the cases but also by potential enrichment of protective alleles in the old normotensive controls. Moreover, novel pathway-specific PRS revealed an enrichment of the polygenic signal attributable to specific biological pathways. Among those the most significantly associated with hypertension status was the calcium signaling pathway together with other mainly related such as the phosphatidylinositol/inositol phosphate pathways.ConclusionsThe development of pathway-specific PRS could prioritize biological mechanisms, according to their contribution to the genetic susceptibility, whose regulations might be a potential pharmacological preventive target.

Publisher

Frontiers Media SA

Subject

Cardiology and Cardiovascular Medicine

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. The Inclusion of Underrepresented Populations in Cardiovascular Genetics and Epidemiology;Journal of Cardiovascular Development and Disease;2024-02-05

2. Current State and Future of Polygenic Risk Scores in Cardiometabolic Disease: A Scoping Review;Circulation: Genomic and Precision Medicine;2023-06

3. Sortilin and hypertension;Current Opinion in Nephrology & Hypertension;2022-12-23

4. Decoding the mechanism of hypertension through multiomics profiling;Journal of Human Hypertension;2022-11-03

5. Improving the computation efficiency of polygenic risk score modeling: faster in Julia;Life Science Alliance;2022-07-18

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