Integrative bioinformatics analysis and experimental validation reveals key genes and regulatory mechanisms in the development of gout.

IF 2.8 3区 生物学 Q2 GENETICS & HEREDITY
Frontiers in Genetics Pub Date : 2025-06-18 eCollection Date: 2025-01-01 DOI:10.3389/fgene.2025.1598835
Ye Yuan, Zhiqiang Gao, Jianhong Chen, Yuejing Liu, Jingguo Zhou
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Abstract

Background and aims: Gout is a prevalent inflammatory arthropathy caused by monosodium urate crystal deposition, yet its molecular pathogenesis remains incompletely understood. This study aimed to identify key genes and elucidate regulatory mechanisms underlying gout development through bioinformatics analysis combined with experimental validation.

Methods: Transcriptome dataset GSE160170 and single-cell dataset GSE211783 were analyzed using differential expression analysis and weighted gene co-expression network analysis (WGCNA). Functional enrichment, protein-protein interaction (PPI), ceRNA, and transcription factor networks were constructed. Immune cell infiltration was analyzed using CIBERSORTx. Molecular docking predicted therapeutic compounds. Experimental validation included qRT-PCR, Western blot, gene knockdown/overexpression, and functional assays.

Results: Among 329 gout-related genes identified, CXCL8, PTGS2, and IL10 emerged as key regulators involved in cell-cell adhesion, leukocyte activation, and NF-κB signaling. Immune infiltration revealed significant upregulation of M2 macrophages, activated mast cells, activated NK cells, and γδ T cells in gout samples. CeRNA network identified KCNQ1OT1 and hsa-mir-98-5p as regulatory elements, while CEBPB, STAT3, RELA, and NFKB1 were key transcription factors. Molecular docking suggested pergolide as a therapeutic candidate. Single-cell analysis confirmed high expression of key genes in T/NK cells and myeloid cells. Western blot validation showed upregulated protein expression of key genes in the gout model. PTGS2 knockdown enhanced cell viability and reduced apoptosis, while overexpression promoted inflammatory cytokine production and NF-κB pathway activation.

Conclusion: This study systematically elucidated the pivotal roles of CXCL8, PTGS2, and IL10 in gout pathogenesis, providing valuable molecular targets for therapeutic development.

综合生物信息学分析和实验验证揭示了痛风发展的关键基因和调控机制。
背景与目的:痛风是一种常见的由尿酸钠晶体沉积引起的炎性关节病,其分子发病机制尚不完全清楚。本研究旨在通过生物信息学分析结合实验验证,鉴定痛风发病的关键基因,阐明痛风发病的调控机制。方法:采用差异表达分析和加权基因共表达网络分析(WGCNA)对转录组数据集GSE160170和单细胞数据集GSE211783进行分析。构建了功能富集、蛋白相互作用(PPI)、ceRNA和转录因子网络。使用CIBERSORTx分析免疫细胞浸润情况。分子对接预测治疗性化合物。实验验证包括qRT-PCR、Western blot、基因敲低/过表达和功能分析。结果:在鉴定的329个痛风相关基因中,CXCL8、PTGS2和IL10是参与细胞-细胞粘附、白细胞活化和NF-κB信号传导的关键调控因子。免疫浸润显示痛风样品中M2巨噬细胞、活化肥大细胞、活化NK细胞和γδ T细胞显著上调。CeRNA网络鉴定出kcnq10t1和hsa-mir-98-5p为调控元件,CEBPB、STAT3、RELA和NFKB1为关键转录因子。分子对接表明培高利特是治疗的候选药物。单细胞分析证实关键基因在T/NK细胞和骨髓细胞中高表达。Western blot验证显示痛风模型中关键基因的蛋白表达上调。PTGS2敲低可提高细胞活力,减少细胞凋亡,而过表达可促进炎症细胞因子的产生和NF-κB通路的激活。结论:本研究系统阐明了CXCL8、PTGS2和IL10在痛风发病中的关键作用,为痛风治疗提供了有价值的分子靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Frontiers in Genetics
Frontiers in Genetics Biochemistry, Genetics and Molecular Biology-Molecular Medicine
CiteScore
5.50
自引率
8.10%
发文量
3491
审稿时长
14 weeks
期刊介绍: Frontiers in Genetics publishes rigorously peer-reviewed research on genes and genomes relating to all the domains of life, from humans to plants to livestock and other model organisms. Led by an outstanding Editorial Board of the world’s leading experts, this multidisciplinary, open-access journal is at the forefront of communicating cutting-edge research to researchers, academics, clinicians, policy makers and the public. The study of inheritance and the impact of the genome on various biological processes is well documented. However, the majority of discoveries are still to come. A new era is seeing major developments in the function and variability of the genome, the use of genetic and genomic tools and the analysis of the genetic basis of various biological phenomena.
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