Genomic Exploration of Essential Hypertension in African-Brazilian Quilombo Populations: A Comprehensive Approach With Pedigree Analysis and Family-Based Association Studies.

IF 5 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS
Journal of the American Heart Association Pub Date : 2025-04-01 Epub Date: 2025-03-21 DOI:10.1161/JAHA.124.036193
Vinicius Magalhães Borges, Andrea R V R Horimoto, Ellen Marie Wijsman, Lilian Kimura, Kelly Nunes, Alejandro Q Nato, Regina Célia Mingroni-Netto
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引用次数: 0

Abstract

Background: Essential hypertension (EH) is a global health issue. Despite extensive research, much of EH heritability remains unexplained. We investigated the genetic basis of EH in African-derived individuals from partially isolated quilombo populations in Vale do Ribeira (São Paulo, Brazil).

Methods and results: Samples from 431 individuals (167 affected, 261 unaffected, 3 unknown) were genotyped using a 650 000 single-nucleotide polymorphism array. Estimated global ancestry proportions were 47% African, 36% European, and 16% Native American. We constructed 6 pedigrees using additional data from 673 individuals and created 3 nonoverlapping single-nucleotide polymorphism subpanels. We phased haplotypes and performed local ancestry analysis to account for admixture. Genome-wide linkage analysis and fine-mapping via family-based association studies were conducted, prioritizing EH-associated genes through a systematic approach involving databases like PubMed, ClinVar, and GWAS (Genome-Wide Association Studies) Catalog. Linkage analysis identified 22 regions of interest with logarithm of the odds scores ranging from 1.45 to 3.03, encompassing 2363 genes. Fine-mapping (family-based association studies) identified 60 EH-related candidate genes and 117 suggestive/significant variants. Among these, 14 genes, including PHGDH, S100A10, MFN2, and RYR2, were strongly related to hypertension harboring 29 suggestive/significant single-nucleotide polymorphisms.

Conclusions: Through a complementary approach combining admixture-adjusted Genome-wide linkage analysis based on Markov chain Monte Carlo methods, family-based association studies on known and imputed data, and gene prioritizing, new loci, variants, and candidate genes were identified. These findings provide targets for future research, replication in other populations, facilitate personalized treatments, and improve public health toward African-derived underrepresented populations. Limitations include restricted single-nucleotide polymorphism coverage, self-reported pedigree data, and lack of available EH genomic studies on admixed populations for independent validation, despite the performed genetic correlation analyses using summary statistics.

非洲-巴西歌伦波人群原发性高血压的基因组探索:一种谱系分析和基于家庭的关联研究的综合方法。
背景:原发性高血压是一个全球性的健康问题。尽管进行了广泛的研究,但大部分EH的遗传性仍未得到解释。我们调查了来自Ribeira Vale(巴西圣保罗)部分分离的歌伦波人群的非洲人EH的遗传基础。方法与结果:采用650,000单核苷酸多态性阵列对431例(167例受影响,261例未受影响,3例未知)的样本进行基因分型。估计全球祖先比例为47%非洲人,36%欧洲人,16%美洲原住民。我们利用来自673个个体的额外数据构建了6个谱系,并创建了3个不重叠的单核苷酸多态性亚面板。我们分阶段进行单倍型分析,并进行本地祖先分析,以解释混合。通过基于家族的关联研究进行全基因组连锁分析和精细定位,通过涉及PubMed、ClinVar和GWAS(全基因组关联研究)目录等数据库的系统方法对eh相关基因进行优先排序。连锁分析鉴定出22个感兴趣区域,其对数比值值从1.45到3.03不等,包含2363个基因。精细定位(基于家庭的关联研究)确定了60个eh相关候选基因和117个提示/重要变异。其中,PHGDH、S100A10、MFN2、RYR2等14个基因与高血压密切相关,存在29个提示性/显著性单核苷酸多态性。结论:通过一种互补的方法,结合基于马尔可夫链蒙特卡罗方法的混合校正全基因组连锁分析、已知数据和输入数据的基于家族的关联研究以及基因优先级,确定了新的位点、变异和候选基因。这些发现为未来的研究、在其他人群中的复制提供了目标,促进了个性化治疗,并改善了来自非洲的代表性不足人群的公共卫生。局限性包括有限的单核苷酸多态性覆盖范围,自我报告的系谱数据,以及缺乏对混合人群进行独立验证的可用EH基因组研究,尽管使用汇总统计进行了遗传相关分析。
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来源期刊
Journal of the American Heart Association
Journal of the American Heart Association CARDIAC & CARDIOVASCULAR SYSTEMS-
CiteScore
9.40
自引率
1.90%
发文量
1749
审稿时长
12 weeks
期刊介绍: As an Open Access journal, JAHA - Journal of the American Heart Association is rapidly and freely available, accelerating the translation of strong science into effective practice. JAHA is an authoritative, peer-reviewed Open Access journal focusing on cardiovascular and cerebrovascular disease. JAHA provides a global forum for basic and clinical research and timely reviews on cardiovascular disease and stroke. As an Open Access journal, its content is free on publication to read, download, and share, accelerating the translation of strong science into effective practice.
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