在调节血压的多种组织中,增强剂介导的基因表达变异的分子组成部分的识别
Or Yaacov1, Prabhu Mathiyalagan1,2, Hanna E Berk-Rauch1
1Center for Human Genetics and Genomics, NYU Grossman School of Medicine, New York, NY (O.Y., P.M., H.E.B.-R., L.Z., A.C.).
Hypertension (Dallas, Tex. : 1979)
|May 15, 2024
概括
增强剂中的遗传变异影响血压 (BP) 调节. 这项研究使用组织表观基因组学和基因型数据识别了BP相关的基因,揭示了关键的调控元素并改善了遗传性预测.
科学领域:
- 遗传学 遗传学 是一个
- 基因组学就是基因组学.
- 心血管疾病研究研究
背景情况:
- 个体间血压 (BP) 的变化部分是由于增强剂的序列变异,这些增强剂调节因果基因表达.
- 鉴定BP相关组织中活跃的基因对于理解BP调节至关重要.
研究的目的:
- 通过特定组织的表观基因组数据和遗传信息,识别参与血压调节的基因.
- 利用机器学习来链接 cis 调节元件 (CREs) 和基因表达.
- 通过大规模队列验证发现.
主要方法:
- 利用来自心脏,上腺,脏和动脉组织的染色质可访问性数据.
- 应用机器学习来估计CREs中单核酸变异对基因表达的影响.
- 进行了基因智能关联测试,以确定两个大型队列 (GERA和英国生物库) 的因果基因.
主要成果:
- 在每个组织中,确定了数百个与静缩和静缩血压相关的基因.
- 在英国生物库中实现了显著的复制率 (50-70%),远远超过了偶然的预期.
- 开发了一个表达多基因评分,解释了大约27%的BP遗传性.
结论:
- 组织受限的CRE分析与表达预测相结合,对于理解BP调节具有强大作用.
- 提供支持已识别的因果基因的双模式证据 (CRE和表达).
- 强调组织特异性调节元素在复杂的特征遗传学中的重要性.
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