圆锥角膜的遗传和免疫景观:来自孟德尔随机化分析的见解。

IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Yuhui Yu, Qiang Liu, Chen Zhou, Juan Jiang, Yanchun Li
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引用次数: 0

摘要

本研究旨在通过孟德尔随机化(MR)方法整合基因组和转录组学数据,确定与渐进性眼病圆锥角膜(KC)相关的关键基因和免疫特征。采用基于汇总数据的孟德尔随机化(SMR)和反方差加权孟德尔随机化(IVW-MR)对公共数据库中的遗传变异进行分析。该研究包括16,987个基因的表达数量性状位点(eQTL)数据,以及19,942个基因性状和731个免疫性状的GWAS汇总统计。我们还利用圆锥角膜患者和对照组的基因表达数据来验证研究结果并探索因果关系。共鉴定出715个与KC相关的基因,其中风险基因371个,保护基因344个。通路过度表征分析表明,风险基因参与细胞骨架的调控,而保护基因则与代谢过程有关。差异表达分析显示,危险基因在KC样本中显著过表达。此外,我们发现21种免疫表型与KC有因果关系,突出了免疫细胞在疾病发病机制中的作用。该研究揭示了与KC相关的多个风险和保护基因,为其病理生理机制提供了新的见解。这些发现强调了细胞骨架重塑和免疫调节在KC中的重要性,并提出了未来诊断和治疗策略的潜在靶点。这些基因和免疫性状的功能及其临床应用潜力有待进一步研究验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Genetic and immune landscape of keratoconus: insights from Mendelian randomization analysis.

This study aimed to identify key genes and immune features associated with keratoconus (KC), a progressive eye disorder, by integrating genomic and transcriptomic data using Mendelian randomization (MR) methods. We employed summary data-based Mendelian randomization (SMR) and inverse-variance weighted Mendelian randomization (IVW-MR) to analyze genetic variations from public databases. The study included expression quantitative trait loci (eQTL) data for 16,987 genes and GWAS summary statistics for 19,942 gene traits and 731 immune traits. We also utilized gene expression data from keratoconus patients and controls to validate findings and explore causal relationships. We identified 715 genes associated with KC, including 371 risk genes and 344 protective genes. Pathway over-representation analyses indicated that risk genes are involved in the regulation of the cytoskeleton, while protective genes are related to metabolic processes. Differential expression analysis showed significant overexpression of risk genes in KC samples. Additionally, we found 21 immune phenotypes with causal effects on KC, highlighting the role of immune cells in the disease's pathogenesis. The study revealed multiple risk and protective genes linked to KC, providing new insights into its pathophysiological mechanisms. The findings underscore the importance of cytoskeletal remodeling and immune regulation in KC and suggest potential targets for future diagnostic and therapeutic strategies. Further research is needed to validate these genes and immune traits' functions and their clinical application potential.

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来源期刊
Mammalian Genome
Mammalian Genome 生物-生化与分子生物学
CiteScore
4.00
自引率
0.00%
发文量
33
审稿时长
6-12 weeks
期刊介绍: Mammalian Genome focuses on the experimental, theoretical and technical aspects of genetics, genomics, epigenetics and systems biology in mouse, human and other mammalian species, with an emphasis on the relationship between genotype and phenotype, elucidation of biological and disease pathways as well as experimental aspects of interventions, therapeutics, and precision medicine. The journal aims to publish high quality original papers that present novel findings in all areas of mammalian genetic research as well as review articles on areas of topical interest. The journal will also feature commentaries and editorials to inform readers of breakthrough discoveries as well as issues of research standards, policies and ethics.
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