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失眠全基因组关联研究(GWAS)位点的扰动将rs3752495确定为影响邻近基因远端表达的因果变异。

Perturbation of the insomnia GWAS locus pinpoints rs3752495 as a causal variant influencing distal expression of neighboring gene, .

作者信息

Sonti Shilpa, Littleton Sheridan H, Pahl Matthew C, Zimmerman Amber J, Chesi Alessandra, Palermo Justin, Lasconi Chiara, Brown Elizabeth B, Pippin James A, Wells Andrew D, Doldur-Balli Fusun, Pack Allan I, Gehrman Phillip R, Keene Alex C, Grant S F A

机构信息

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

Cell and Molecular Biology Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.

出版信息

bioRxiv. 2023 Aug 18:2023.08.17.553739. doi: 10.1101/2023.08.17.553739.

Abstract

Although genome wide association studies (GWAS) have been crucial for the identification of loci associated with sleep traits and disorders, the method itself does not directly uncover the underlying causal variants and corresponding effector genes. The overwhelming majority of such variants reside in non-coding regions and are therefore presumed to impact the activity of -regulatory elements, such as enhancers. Our previously reported 'variant-to-gene mapping' effort in human induced pluripotent stem cell (iPSC)-derived neural progenitor cells (NPCs), combined with validation in both and zebrafish, implicated as a functionally relevant gene at the insomnia '' locus. However, importantly that effort did not characterize the corresponding underlying causal variant at this GWAS signal. Specifically, our genome-wide ATAC-seq and high-resolution promoter-focused Capture C datasets generated in this cell setting brought our attention to a shortlist of three tightly neighboring single nucleotide polymorphisms (SNPs) in strong linkage disequilibrium in a candidate intronic enhancer region of that contacted the open promoter. The objective of this study was to investigate the influence of the proxy SNPs collectively and then individually on modulation and to pinpoint the causal "regulatory" variant among the three SNPs. Starting at a gross level perturbation, deletion of the entire region harboring all three SNPs in human iPSC-derived neural progenitor cells via CRISPR-Cas9 editing and subsequent RNA sequencing revealed expression changes in specific transcripts. Results from more refined individual luciferase reporter assays for each of the three SNPs in iPSCs revealed that the intronic region with the rs3752495 risk allele induced a ~2.5-fold increase in luciferase expression (=10). Importantly, rs3752495 also exhibited an allele specific effect, with the risk allele increasing the luciferase expression by ~2-fold compared to the non-risk allele. In conclusion, our variant-to-function approach and subsequent validation implicates rs3752495 as a causal insomnia risk variant embedded at the locus.

摘要

尽管全基因组关联研究(GWAS)对于识别与睡眠特征和障碍相关的基因座至关重要,但该方法本身并不能直接揭示潜在的因果变异和相应的效应基因。绝大多数此类变异位于非编码区域,因此推测会影响调控元件(如增强子)的活性。我们之前在人诱导多能干细胞(iPSC)衍生的神经祖细胞(NPC)中进行的“变异到基因映射”工作,结合在小鼠和斑马鱼中的验证,表明某个基因是失眠相关基因座上的一个功能相关基因。然而,重要的是,这项工作并未在这个GWAS信号处鉴定出相应的潜在因果变异。具体而言,我们在这种细胞环境中生成的全基因组ATAC-seq和高分辨率启动子聚焦捕获C数据集,使我们关注到在某个基因的候选内含子增强子区域中三个紧密相邻的单核苷酸多态性(SNP)的短名单,这些SNP处于强连锁不平衡状态,并与开放的启动子接触。本研究的目的是集体研究然后单独研究这些代理SNP对该基因调控的影响,并在这三个SNP中确定因果“调控”变异。从总体水平的扰动开始,通过CRISPR-Cas9编辑在人iPSC衍生的神经祖细胞中删除包含所有三个SNP的整个区域,并随后进行RNA测序,揭示了特定基因转录本的表达变化。对iPSC中三个SNP各自进行的更精细的个体荧光素酶报告基因检测结果表明,具有rs3752495风险等位基因的内含子区域诱导荧光素酶表达增加约2.5倍(P=0.01)。重要的是,rs3752495还表现出等位基因特异性效应,与非风险等位基因相比,风险等位基因使荧光素酶表达增加约2倍。总之,我们从变异到功能的方法及随后的小鼠验证表明,rs3752495是位于该基因座上的一个因果性失眠风险变异。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab6f/10462147/8707afbe7008/nihpp-2023.08.17.553739v1-f0001.jpg

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