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综合多组学分析揭示了年龄相关性黄斑变性发病机制中线粒体功能障碍的分子关联。

Integrative multiomic analysis unveils the molecular nexus of mitochondrial dysfunction in the pathogenesis of age-related macular degeneration.

机构信息

State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, 510060, Guangdong Province, China.

Department of Ophthalmology, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, 510180, Guangdong Province, China.

出版信息

Exp Eye Res. 2024 Dec;249:110141. doi: 10.1016/j.exer.2024.110141. Epub 2024 Oct 26.

Abstract

Mitochondrial dysfunction is linked to age-related macular degeneration (AMD), but its mechanisms and related molecular networks remain unclear. We explored the association between mitochondrial-related genes and AMD by integrating multiomic data. We acquired summary-level data on mitochondrial-related protein abundance, gene expression, and gene methylation from quantitative trait locus studies. Genetic associations with AMD were sourced from the International Age-related Macular Degeneration Genomics Consortium (discovery), FinnGen (replication), and UK Biobank (replication) studies. We used summary-data-based Mendelian randomization to assess the correlations between mitochondrial-related gene molecular characteristics and AMD. Furthermore, colocalization analysis was performed to ascertain if the detected signal pairings had a common causative genetic variation. Mitochondrial-related gene NFKB1 demonstrated a protective role in AMD (tier 1 evidence), whereas HSPA1A and HSPA1B genes were also associated with decreased AMD risk (tier 2 evidence). The methylation of cg09390974 and cg15409712 in NFKB1 was associated with increased NFKB1 expression, consistent with the protective effect on AMD risk, whereas inverse associations were observed between gene methylation and gene expression for HSPA1B (cg04835051 and cg16372051), supporting the risk roles of methylation in AMD. At circulating protein level, genetically predicted higher levels of HSPA1A (odds ratio [OR] 0.28, 95% confidence interval [CI] 0.19-0.41, P < 0.001), HSPA1B (OR 0.13, 95% CI 0.06-0.27, P < 0.001), and NFKB1 (OR 0.43, 95% CI 0.27-0.68, P < 0.001) were inversely associated with AMD risk. These associations were corroborated in the colocalization analysis. We identified AMD-linked mitochondrial-related genes, potentially improving the understanding of its pathophysiological mechanisms and aiding the identification of novel pharmaceutical targets.

摘要

线粒体功能障碍与年龄相关性黄斑变性(AMD)有关,但其机制和相关分子网络仍不清楚。我们通过整合多组学数据来探讨与线粒体相关的基因与 AMD 之间的关联。我们从定量性状基因座研究中获取了线粒体相关蛋白丰度、基因表达和基因甲基化的汇总水平数据。AMD 的遗传关联来自国际年龄相关性黄斑变性基因组学联盟(发现)、芬兰基因组(复制)和英国生物库(复制)研究。我们使用基于汇总数据的孟德尔随机化来评估线粒体相关基因分子特征与 AMD 之间的相关性。此外,还进行了共定位分析,以确定检测到的信号对是否具有共同的因果遗传变异。线粒体相关基因 NFKB1 对 AMD 具有保护作用(一级证据),而 HSPA1A 和 HSPA1B 基因也与降低 AMD 风险相关(二级证据)。NFKB1 中 cg09390974 和 cg15409712 的甲基化与 NFKB1 表达的增加相关,这与对 AMD 风险的保护作用一致,而 HSPA1B 中基因甲基化与基因表达之间存在相反的关联(cg04835051 和 cg16372051),这支持了甲基化在 AMD 中的风险作用。在循环蛋白水平上,遗传预测的 HSPA1A 水平较高(比值比 [OR] 0.28,95%置信区间 [CI] 0.19-0.41,P < 0.001)、HSPA1B(OR 0.13,95% CI 0.06-0.27,P < 0.001)和 NFKB1(OR 0.43,95% CI 0.27-0.68,P < 0.001)与 AMD 风险呈负相关。这些关联在共定位分析中得到了证实。我们确定了与 AMD 相关的线粒体相关基因,这可能有助于提高对其病理生理机制的理解,并有助于确定新的药物靶点。

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