Department of Population and Quantitative Health Sciences, Case Western Reserve University, Wolstein Research Building, 2103 Cornell Road, Cleveland, OH, 44106, USA.
Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA.
BMC Genomics. 2022 Feb 19;23(1):148. doi: 10.1186/s12864-022-08356-4.
While large genome-wide association studies have identified nearly one thousand loci associated with variation in blood pressure, rare variant identification is still a challenge. In family-based cohorts, genome-wide linkage scans have been successful in identifying rare genetic variants for blood pressure. This study aims to identify low frequency and rare genetic variants within previously reported linkage regions on chromosomes 1 and 19 in African American families from the Trans-Omics for Precision Medicine (TOPMed) program. Genetic association analyses weighted by linkage evidence were completed with whole genome sequencing data within and across TOPMed ancestral groups consisting of 60,388 individuals of European, African, East Asian, Hispanic, and Samoan ancestries.
Associations of low frequency and rare variants in RCN3 and multiple other genes were observed for blood pressure traits in TOPMed samples. The association of low frequency and rare coding variants in RCN3 was further replicated in UK Biobank samples (N = 403,522), and reached genome-wide significance for diastolic blood pressure (p = 2.01 × 10).
Low frequency and rare variants in RCN3 contributes blood pressure variation. This study demonstrates that focusing association analyses in linkage regions greatly reduces multiple-testing burden and improves power to identify novel rare variants associated with blood pressure traits.
尽管全基因组关联研究已经确定了近一千个与血压变异相关的基因座,但稀有变异的鉴定仍然是一个挑战。在基于家族的队列中,全基因组连锁扫描已成功鉴定出与血压相关的稀有遗传变异。本研究旨在鉴定非洲裔美国家庭中先前报道的染色体 1 和 19 上连锁区域内的低频和稀有遗传变异,这些家庭来自 Trans-Omics for Precision Medicine(TOPMed)项目。在由欧洲、非洲、东亚、西班牙裔和萨摩亚血统的 60388 个人组成的 TOPMed 祖先群体内和跨群体中,对全基因组测序数据进行了基于连锁证据的遗传关联分析。
在 TOPMed 样本中,RCN3 及其他多个基因的低频和稀有变异与血压特征相关。RCN3 中低频和稀有编码变异的关联在英国生物库样本(N=403522)中进一步得到复制,并且在舒张期血压方面达到全基因组显著水平(p=2.01×10)。
RCN3 的低频和稀有变异导致血压变异。本研究表明,在连锁区域中进行关联分析可以大大降低多重检验负担,并提高识别与血压特征相关的新型稀有变异的能力。