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将全基因组测序与多组学数据相结合,揭示了结构变异对人类大脑基因调控的影响。

Integrating whole-genome sequencing with multi-omic data reveals the impact of structural variants on gene regulation in the human brain.

机构信息

Nash Family Department of Neuroscience & Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Ronald M. Loeb Center for Alzheimer's Disease, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

出版信息

Nat Neurosci. 2022 Apr;25(4):504-514. doi: 10.1038/s41593-022-01031-7. Epub 2022 Mar 14.

Abstract

Structural variants (SVs), which are genomic rearrangements of more than 50 base pairs, are an important source of genetic diversity and have been linked to many diseases. However, it remains unclear how they modulate human brain function and disease risk. Here we report 170,996 SVs discovered using 1,760 short-read whole genomes from aged adults and individuals with Alzheimer's disease. By applying quantitative trait locus (SV-xQTL) analyses, we quantified the impact of cis-acting SVs on histone modifications, gene expression, splicing and protein abundance in postmortem brain tissues. More than 3,200 SVs were associated with at least one molecular phenotype. We found reproducibility of 65-99% SV-eQTLs across cohorts and brain regions. SV associations with mRNA and proteins shared the same direction of effect in more than 87% of SV-gene pairs. Mediation analysis showed ~8% of SV-eQTLs mediated by histone acetylation and ~11% by splicing. Additionally, associations of SVs with progressive supranuclear palsy identified previously known and novel SVs.

摘要

结构变异(SVs)是指超过 50 个碱基的基因组重排,是遗传多样性的重要来源,并与许多疾病有关。然而,它们如何调节人类大脑功能和疾病风险仍不清楚。在这里,我们报告了从老年个体和阿尔茨海默病患者中使用 1760 个短读长全基因组发现的 170996 个 SVs。通过应用数量性状基因座(SV-xQTL)分析,我们量化了顺式作用 SVs 对组织蛋白酶修饰、基因表达、剪接和蛋白质丰度的影响。超过 3200 个 SVs 与至少一种分子表型相关。我们发现,在不同队列和大脑区域中,SV-eQTL 的重现性为 65-99%。在超过 87%的 SV-基因对中,SV 与 mRNA 和蛋白质的关联具有相同的效应方向。中介分析表明,8%的 SV-eQTL 是由组蛋白乙酰化介导的,11%是由剪接介导的。此外,与进行性核上性麻痹相关的 SV 鉴定出了先前已知和新的 SVs。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/36a5/9245608/82818416cbe0/nihms-1778533-f0008.jpg

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