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全基因组关联研究鉴定出影响心肺功能适应性的新遗传决定因素:特隆德拉格健康研究。

Genome-Wide Association Study Identifies New Genetic Determinants of Cardiorespiratory Fitness: The Trøndelag Health Study.

机构信息

Cardiac Exercise Research Group (CERG), Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Trondheim, NORWAY.

K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Trondheim, NORWAY.

出版信息

Med Sci Sports Exerc. 2022 Sep 1;54(9):1534-1545. doi: 10.1249/MSS.0000000000002951. Epub 2022 Apr 25.

Abstract

PURPOSE

Low cardiorespiratory fitness (CRF) is a major risk factor for cardiovascular disease (CVD) and a stronger predictor of CVD morbidity and mortality than established risk factors. The genetic component of CRF, quantified as peak oxygen uptake (V̇O 2peak ), is estimated to be ~60%. Unfortunately, current studies on genetic markers for CRF have been limited by small sample sizes and using estimated CRF. To overcome these limitations, we performed a large-scale systematic screening for genetic variants associated with V̇O 2peak .

METHODS

A genome-wide association study was performed with BOLT-LMM including directly measured V̇O 2peak from 4525 participants in the HUNT3 Fitness study and 14 million single-nucleotide polymorphisms (SNP). For validation, similar analyses were performed in the United Kingdom Biobank (UKB), where CRF was assessed through a submaximal bicycle test, including ~60,000 participants and ~60 million SNP. Functional mapping and annotation of the genome-wide association study results was conducted using FUMA.

RESULTS

In HUNT, two genome-wide significant SNP associated with V̇O 2peak were identified in the total population, two in males, and 35 in females. Two SNP in the female population showed nominally significant association in the UKB. One of the replicated SNP is located in PIK3R5 , shown to be of importance for cardiac function and CVD. Bioinformatic analyses of the total and male population revealed candidate SNP in PPP3CA , previously associated with CRF.

CONCLUSIONS

We identified 38 novel SNP associated with V̇O 2peak in HUNT. Two SNP were nominally replicated in UKB. Several interesting genes emerged from the functional analyses, among them one previously reported to be associated with CVD and another with CRF.

摘要

目的

低心肺适能(CRF)是心血管疾病(CVD)的主要危险因素,比已确立的危险因素更能预测 CVD 的发病率和死亡率。CRF 的遗传成分,用峰值摄氧量(V̇O 2peak )来量化,估计约为 60%。不幸的是,目前关于 CRF 的遗传标志物的研究受到样本量小和使用估计的 CRF 的限制。为了克服这些限制,我们对与 V̇O 2peak 相关的遗传变异进行了大规模的系统筛选。

方法

使用 BOLT-LMM 进行全基因组关联研究,该研究纳入了来自 HUNT3 健身研究的 4525 名参与者和 1400 万个单核苷酸多态性(SNP)的直接测量的 V̇O 2peak 。为了验证,在英国生物库(UKB)中进行了类似的分析,在 UKB 中,通过亚最大自行车测试评估 CRF,包括约 60000 名参与者和约 6000 万个 SNP。使用 FUMA 对全基因组关联研究结果进行功能映射和注释。

结果

在 HUNT 中,在总人口中发现了与 V̇O 2peak 相关的两个全基因组显著 SNP,在男性中发现了两个,在女性中发现了 35 个。在女性人群中,有两个 SNP 在 UKB 中显示出名义上的显著关联。其中一个复制的 SNP 位于 PIK3R5 ,它对心脏功能和 CVD 很重要。对总人群和男性人群的生物信息学分析显示,PPP3CA 中的候选 SNP 以前与 CRF 有关。

结论

我们在 HUNT 中发现了与 V̇O 2peak 相关的 38 个新 SNP。两个 SNP 在 UKB 中被名义上复制。功能分析中出现了几个有趣的基因,其中一个以前被报道与 CVD 有关,另一个与 CRF 有关。

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