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变异到基因映射分析揭示了胰岛细胞在赋予与睡眠相关特征的遗传易感性方面的作用。

Variant-to-gene-mapping analyses reveal a role for pancreatic islet cells in conferring genetic susceptibility to sleep-related traits.

机构信息

Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.

Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.

出版信息

Sleep. 2022 Aug 11;45(8). doi: 10.1093/sleep/zsac109.

Abstract

We investigated the potential role of sleep-trait associated genetic loci in conferring a degree of their effect via pancreatic α- and β-cells, given that both sleep disturbances and metabolic disorders, including type 2 diabetes and obesity, involve polygenic contributions and complex interactions. We determined genetic commonalities between sleep and metabolic disorders, conducting linkage disequilibrium genetic correlation analyses with publicly available GWAS summary statistics. Then we investigated possible enrichment of sleep-trait associated SNPs in promoter-interacting open chromatin regions within α- and β-cells, intersecting public GWAS reports with our own ATAC-seq and high-resolution promoter-focused Capture C data generated from both sorted human α-cells and an established human beta-cell line (EndoC-βH1). Finally, we identified putative effector genes physically interacting with sleep-trait associated variants in α- and EndoC-βH1cells running variant-to-gene mapping and establish pathways in which these genes are significantly involved. We observed that insomnia, short and long sleep-but not morningness-were significantly correlated with type 2 diabetes, obesity and other metabolic traits. Both the EndoC-βH1 and α-cells were enriched for insomnia loci (p = .01; p = .0076), short sleep loci (p = .017; p = .022) and morningness loci (p = 2.2 × 10-7; p = .0016), while the α-cells were also enriched for long sleep loci (p = .034). Utilizing our promoter contact data, we identified 63 putative effector genes in EndoC-βH1 and 76 putative effector genes in α-cells, with these genes showing significant enrichment for organonitrogen and organophosphate biosynthesis, phosphatidylinositol and phosphorylation, intracellular transport and signaling, stress responses and cell differentiation. Our data suggest that a subset of sleep-related loci confer their effects via cells in pancreatic islets.

摘要

我们研究了睡眠特征相关遗传位点在赋予其通过胰腺α-和β-细胞产生一定效应方面的潜在作用,因为睡眠障碍和代谢紊乱(包括 2 型糖尿病和肥胖症)都涉及多基因贡献和复杂的相互作用。我们通过公开可用的 GWAS 汇总统计数据进行连锁不平衡遗传相关分析,确定了睡眠和代谢紊乱之间的遗传共性。然后,我们研究了睡眠特征相关 SNP 是否可能在α-和β-细胞的启动子相互作用开放染色质区域中富集,将公共 GWAS 报告与我们自己的 ATAC-seq 和从分选的人类α-细胞和已建立的人类β-细胞系(EndoC-βH1)生成的高分辨率启动子聚焦捕获 C 数据进行了交叉分析。最后,我们在α-和 EndoC-βH1 细胞中识别了与睡眠特征相关变体物理相互作用的推定效应基因,通过变体到基因映射运行,并建立了这些基因显著参与的途径。我们观察到失眠、短睡和长睡——但不是早起——与 2 型糖尿病、肥胖症和其他代谢特征显著相关。EndoC-βH1 和 α-细胞都富集了失眠位点(p =.01;p =.0076)、短睡位点(p =.017;p =.022)和早起位点(p = 2.2 × 10-7;p =.0016),而α-细胞也富集了长睡位点(p =.034)。利用我们的启动子接触数据,我们在 EndoC-βH1 中鉴定了 63 个推定效应基因,在 α-细胞中鉴定了 76 个推定效应基因,这些基因在器官氮和有机磷生物合成、磷脂酰肌醇和磷酸化、细胞内运输和信号转导、应激反应和细胞分化方面表现出显著的富集。我们的数据表明,睡眠相关基因的一个子集通过胰腺胰岛中的细胞发挥其作用。

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Genetic regulatory signatures underlying islet gene expression and type 2 diabetes.胰岛基因表达和2型糖尿病背后的遗传调控特征。
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