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使用模块化大规模平行报告基因检测法发现2型糖尿病中特定背景下的调控语法。

Using a modular massively parallel reporter assay to discover context-specific regulatory grammars in type 2 diabetes.

作者信息

Tovar Adelaide, Kyono Yasuhiro, Nishino Kirsten, Bose Maya, Varshney Arushi, Parker Stephen C J, Kitzman Jacob O

出版信息

bioRxiv. 2023 Oct 10:2023.10.08.561391. doi: 10.1101/2023.10.08.561391.

Abstract

Recent genome-wide association studies have established that most complex disease-associated loci are found in noncoding regions where defining their function is nontrivial. In this study, we leverage a modular massively parallel reporter assay (MPRA) to uncover sequence features linked to context-specific regulatory activity. We screened enhancer activity across a panel of 198-bp fragments spanning over 10k type 2 diabetes- and metabolic trait-associated variants in the 832/13 rat insulinoma cell line, a relevant model of pancreatic beta cells. We explored these fragments' context sensitivity by comparing their activities when placed up-or downstream of a reporter gene, and in combination with either a synthetic housekeeping promoter (SCP1) or a more biologically relevant promoter corresponding to the human insulin gene ( ). We identified clear effects of MPRA construct design on measured fragment enhancer activity. Specifically, a subset of fragments (n = 702/11,656) displayed positional bias, evenly distributed across up- and downstream preference. A separate set of fragments exhibited promoter bias (n = 698/11,656), mostly towards the cell-specific promoter (73.4%). To identify sequence features associated with promoter preference, we used Lasso regression with 562 genomic annotations and discovered that fragments with promoter-biased activity are enriched for HNF1 motifs. HNF1 family transcription factors are key regulators of glucose metabolism disrupted in maturity onset diabetes of the young (MODY), suggesting genetic convergence between rare coding variants that cause MODY and common T2D-associated regulatory variants. We designed a follow-up MPRA containing HNF1 motif-enriched fragments and observed several instances where deletion or mutation of HNF1 motifs disrupted the promoter-biased enhancer activity, specifically in the beta cell model but not in a skeletal muscle cell line, another diabetes-relevant cell type. Together, our study suggests that cell-specific regulatory activity is partially influenced by enhancer-promoter compatibility and indicates that careful attention should be paid when designing MPRA libraries to capture context-specific regulatory processes at disease-associated genetic signals.

摘要

近期的全基因组关联研究表明,大多数与复杂疾病相关的基因座位于非编码区域,确定其功能并非易事。在本研究中,我们利用模块化大规模平行报告基因检测法(MPRA)来揭示与特定背景调控活性相关的序列特征。我们在832/13大鼠胰岛素瘤细胞系(一种胰腺β细胞的相关模型)中,对跨越10000多个2型糖尿病和代谢性状相关变异的198bp片段进行了增强子活性筛选。我们通过比较这些片段置于报告基因上下游时的活性,以及与合成管家启动子(SCP1)或与人类胰岛素基因相对应的更具生物学相关性的启动子组合时的活性,来探究这些片段的背景敏感性。我们确定了MPRA构建体设计对所测片段增强子活性有明显影响。具体而言,一部分片段(n = 702/11656)表现出位置偏向性,在上下游偏好中均匀分布。另一组片段表现出启动子偏向性(n = 698/11656),大多偏向细胞特异性启动子(73.4%)。为了确定与启动子偏好相关的序列特征,我们使用带有562个基因组注释的套索回归分析,发现具有启动子偏向性活性的片段富含HNF1基序。HNF1家族转录因子是青少年发病的成年型糖尿病(MODY)中葡萄糖代谢的关键调节因子,这表明导致MODY的罕见编码变异与常见的2型糖尿病相关调控变异之间存在遗传趋同现象。我们设计了一个包含富含HNF1基序片段的后续MPRA,并观察到几个实例,其中HNF1基序的缺失或突变破坏了启动子偏向性增强子活性,特别是在β细胞模型中,但在另一种与糖尿病相关的细胞类型——骨骼肌细胞系中则没有。总之,我们的研究表明细胞特异性调控活性部分受增强子 - 启动子兼容性影响,并表明在设计MPRA文库以捕获疾病相关遗传信号处的特定背景调控过程时应予以谨慎关注。

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