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多组学数量性状基因座将串联重复序列大小变异与人类大脑中的基因调控联系起来。

Multi-omic quantitative trait loci link tandem repeat size variation to gene regulation in human brain.

作者信息

Cui Ya, Arnold Frederick J, Li Jason Sheng, Wu Jie, Wang Dan, Philippe Julien, Colwin Michael R, Michels Sebastian, Chen Chaorong, Sallam Tamer, Thompson Leslie M, La Spada Albert R, Li Wei

机构信息

Division of Computational Biomedicine, Department of Biological Chemistry, University of California, Irvine, Irvine, CA, USA.

Departments of Pathology & Laboratory Medicine, Neurology, Biological Chemistry, and Neurobiology & Behavior, University of California, Irvine, Irvine, CA, USA.

出版信息

Nat Genet. 2025 Feb;57(2):369-378. doi: 10.1038/s41588-024-02057-2. Epub 2025 Jan 14.

Abstract

Tandem repeat (TR) size variation is implicated in ~50 neurological disorders, yet its impact on gene regulation in the human brain remains largely unknown. In the present study, we quantified the impact of TR size variation on brain gene regulation across distinct molecular phenotypes, based on 4,412 multi-omics samples from 1,597 donors, including 1,586 newly sequenced ones. We identified ~2.2 million TR molecular quantitative trait loci (TR-xQTLs), linking ~139,000 unique TRs to nearby molecular phenotypes, including many known disease-risk TRs, such as the GC expansion in C9orf72 associated with amyotrophic lateral sclerosis. Fine-mapping revealed ~18,700 TRs as potential causal variants. Our in vitro experiments further confirmed the causal and independent regulatory effects of three TRs. Additional colocalization analysis indicated the potential causal role of TR variation in brain-related phenotypes, highlighted by a 3'-UTR TR in NUDT14 linked to cortical surface area and a TG repeat in PLEKHA1, associated with Alzheimer's disease.

摘要

串联重复序列(TR)的大小变异与约50种神经系统疾病有关,但其对人类大脑基因调控的影响在很大程度上仍不清楚。在本研究中,我们基于来自1597名供体的4412个多组学样本(包括1586个新测序样本),量化了TR大小变异对不同分子表型的大脑基因调控的影响。我们鉴定出约220万个TR分子数量性状位点(TR-xQTL),将约139000个独特的TR与附近的分子表型联系起来,其中包括许多已知的疾病风险TR,如与肌萎缩侧索硬化相关的C9orf72中的GC扩展。精细定位揭示了约18700个TR为潜在的因果变异。我们的体外实验进一步证实了三个TR的因果和独立调控作用。额外的共定位分析表明TR变异在大脑相关表型中的潜在因果作用,其中NUDT14中的一个3'-UTR TR与皮质表面积相关,PLEKHA1中的一个TG重复与阿尔茨海默病相关,这突出了这一点。

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