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在南非队列中鉴定与 PTSD 中基因表达变化相关的遗传基因座。

Identifying genetic loci that are associated with changes in gene expression in PTSD in a South African cohort.

机构信息

Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa.

South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders Unit, Cape Town, South Africa.

出版信息

J Neurochem. 2023 Aug;166(4):705-719. doi: 10.1111/jnc.15919. Epub 2023 Jul 31.

Abstract

The molecular mechanisms underlying posttraumatic stress disorder (PTSD) are yet to be fully elucidated, especially in underrepresented population groups. Expression quantitative trait loci (eQTLs) are DNA sequence variants that influence gene expression, in a local (cis-) or distal (trans-) manner, and subsequently impact cellular, tissue, and system physiology. This study aims to identify genetic loci associated with gene expression changes in a South African PTSD cohort. Genome-wide genotype and RNA-sequencing data were obtained from 32 trauma-exposed controls and 35 PTSD cases of mixed-ancestry, as part of the SHARED ROOTS project. The first approach utilised 108 937 single-nucleotide polymorphisms (SNPs) (MAF > 10%) and 11 312 genes with Matrix eQTL to map potential eQTLs, while controlling for covariates as appropriate. The second analysis was focused on 5638 SNPs related to a previously calculated PTSD polygenic risk score for this cohort. SNP-gene pairs were considered eQTLs if they surpassed Bonferroni correction and had a false discovery rate <0.05. We did not identify eQTLs that significantly influenced gene expression in a PTSD-dependent manner. However, several known cis-eQTLs, independent of PTSD diagnosis, were observed. rs8521 (C > T) was associated with TAGLN and SIDT2 expression, and rs11085906 (C > T) was associated with ZNF333 expression. This exploratory study provides insight into the molecular mechanisms associated with PTSD in a non-European, admixed sample population. This study was limited by the cross-sectional design and insufficient statistical power. Overall, this study should encourage further multi-omics approaches towards investigating PTSD in diverse populations.

摘要

创伤后应激障碍(PTSD)的分子机制尚未完全阐明,尤其是在代表性不足的人群中。表达数量性状基因座(eQTLs)是影响基因表达的 DNA 序列变体,以局部(顺式)或远端(反式)方式影响细胞、组织和系统生理学。本研究旨在鉴定与南非 PTSD 队列中基因表达变化相关的遗传基因座。作为 SHARED ROOTS 项目的一部分,从 32 名创伤暴露对照者和 35 名 PTSD 混合血统病例中获得了全基因组基因型和 RNA-seq 数据。第一种方法利用了 108937 个单核苷酸多态性(SNP)(MAF > 10%)和 11312 个具有 Matrix eQTL 的基因,以映射潜在的 eQTL,同时适当地控制协变量。第二项分析主要集中在与该队列先前计算的 PTSD 多基因风险评分相关的 5638 个 SNP 上。如果 SNP-基因对超过 Bonferroni 校正且错误发现率<0.05,则认为它们是 eQTL。我们没有发现以 PTSD 依赖方式显著影响基因表达的 eQTL。然而,观察到了几个已知的 cis-eQTL,与 PTSD 诊断无关。rs8521(C>T)与 TAGLN 和 SIDT2 表达相关,rs11085906(C>T)与 ZNF333 表达相关。这项探索性研究为非欧洲混合人群 PTSD 相关的分子机制提供了深入的见解。这项研究受到了横断面设计和统计能力不足的限制。总体而言,这项研究应鼓励进一步采用多组学方法来研究不同人群中的 PTSD。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5fa8/10953375/465444f142c7/JNC-166-705-g002.jpg

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