管状上皮细胞调节元件的变异介于人类功能中的大多数遗传差异
Gabriel B Loeb1,2, Pooja Kathail3, Richard Shuai3
1Department of Medicine, University of California, San Francisco, San Francisco, CA, USA.
bioRxiv : the preprint server for biology
|July 1, 2024
概括
影响管细胞的遗传变异显著影响功能遗传性. 这项研究确定了特定的变异和基因,如NDRG1和RBPMS,这些变异和基因可能使个人易患病.
科学领域:
- 基因组学就是基因组学.
- 分子生物学分子生物学
- 腎臟病學 (nephrology) 是一種醫學.
背景情况:
- 病的遗传性很高,但引起的遗传因素和机制在很大程度上是未知的.
- 识别基因变异及其细胞功能对于了解病至关重要.
- 之前的研究缺乏细胞类型的分辨率,用于对功能进行遗传分析.
研究的目的:
- 通过全基因组关联研究 (GWAS) 识别与功能相关的遗传位置.
- 确定功能遗传性中涉及的细胞类型和调控元素.
- 阐明遗传变异影响病的分子机制.
主要方法:
- 对功能生物标志物进行了GWAS,确定了462个位置.
- 生成的人类脏的单细胞染色质可访问性 (scATAC-seq) 地图.
- 开发了一个深度学习模型 (ChromKid) 来预测细胞类型特定的染色质可访问性.
主要成果:
- 管表皮和细胞调节元件解释了大部分功能SNP遗传性.
- 精细地图识别了假设的因果变异及其相关的监管元素.
- 变异改变了管状上皮细胞中的染色质可访问性,影响了NDRG1和RBPMS基因表达.
结论:
- 影响管上皮质调节元件的遗传变异是功能遗传性的主要驱动因素.
- 在NDRG1和RBPMS表达的遗传差异可能有助于病倾向.
- 这项研究建立了一个实验框架,用于剖析对多基因病的遗传贡献.
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