睡眠机制知识库

睡眠障碍中的线粒体功能相关基因:一项多组学孟德尔随机化研究

Mitochondrial Function-Related Genes in Sleep Disorders: A Multi-Omics Mendelian Randomization Study.

原始研究开放获取
作者
Xu J, Zhang Z, Yu L, Feng Y
期刊
Journal of molecular neuroscience : MN
出处
2026; 76(3); 142
DOI
10.1007/s12031-026-02602-0
PMID
42730883

一句话摘要

采用基于汇总数据的孟德尔随机化(SMR)方法,整合 FinnGen 发现集、独立验证用 GWAS 数据与 cis-QTL(mQTL、eQTL、pQTL),识别线粒体功能相关基因与各睡眠障碍亚型之间的潜在因果联系,并做组织特异性验证;重点基因 DCXR 与 ACADVL 被锁定,DCXR 受 DNA 甲基化调控,脑—下丘脑组织验证其呈保护性(OR 0.929)。

为什么重要

把睡眠障碍的遗传学分析从关联推进到因果推断,并引入线粒体功能这一此前较少被关联的基因集;其结果依赖工具变量的有效性假设。

英文摘要原文

Mitochondrial dysfunction is linked to sleep disorders in previous report, but the potential roles of specific genes remain unclear. This study aimed to dissect different subtype-specific genetic associations and their underlying mechanisms. A multi-omics Summary-data-based Mendelian Randomization (SMR) approach was performed to identify potential causal links between mitochondrial function-related genes and sleep disorders. We integrated GWAS data from FinnGen database (the discovery set), independent GWAS datasets (covering different sleep-disorder subtypes and used for validation), and cis-QTLs (including mQTLs, eQTLs, and pQTLs) to perform systematic exploration. Specially, we performed targeted validation of tissue-specific effects, leveraging gene expression data from disease-relevant brain regions within the GTEx database. Our SMR analysis identified mitochondrial function-related genes potentially modulating sleep disorders across biological layers, initially identifying 102 genes at the methylation level, 48 at the gene expression level, and 6 at the protein abundance level. Integrative analysis subsequently prioritized DCXR and ACADVL and revealed their distinct, subtype-specific associations. DCXR exhibited a protective role in sleep apnea while ACADVL showed a paradoxical risk conferring role in daytime sleepiness. In addition, the analysis identified an epigenetic regulatory mechanism for DCXR in which its expression and protein levels are modulated by DNA methylation. Finally, validation in brain-hypothalamus tissue confirmed DCXR as a significant potential protective factor (OR = 0.929, 95% CI: 0.887-0.973, P_HEIDI = 0.999, FDR = 0.2449). Our findings implicate key mitochondrial genes, particularly DCXR and ACADVL, in the pathophysiology of specific sleep disorder subtypes, highlighting potential avenues for precision medicine. Clinical trial number: Not applicable.

所属章节

睡眠遗传学与个体差异 睡眠障碍病理生理

孟德尔随机化 线粒体 多组学 睡眠障碍

条目编号 P083 · 元数据经 Crossref / Europe PMC 回查