揭示白癜风的分子机制和免疫景观:黑色素形成相关基因的综合生物信息学研究。

IF 1.2 4区 医学 Q2 ANTHROPOLOGY
Annals of Human Biology Pub Date : 2025-12-01 Epub Date: 2025-03-07 DOI:10.1080/03014460.2025.2468692
Binxi Ma, Xiao Wang
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引用次数: 0

摘要

背景:白癜风是一种以黑素细胞破坏和皮肤色素沉着为特征的自身免疫性疾病。目的:探讨黑色素形成的分子机制及其与白癜风的关系。研究对象和方法:我们分析了三个与白癜风相关的数据集,用ComBat校正了批次效应。利用LASSO和logistic回归确定了关键的黑色素形成基因,并建立了nomogram。通过ssGSEA评估免疫微环境,并检测基因表达、黑色素生成途径和免疫细胞浸润之间的相关性。结果:我们在白癜风样本中鉴定出2405个deg基因,其中960个基因上调,1445个基因下调。GSVA显示黑素生成途径中有明显的干扰。ssGSEA显示REACTOME_MELANIN_BIOSYNTHESIS和KEGG_MELANOGENESIS通路活性降低。三个关键的诊断基因(CALM2, KIT, OCA2)被发现并用于建立一个高度准确的预测nomogram。免疫细胞分析显示,白癜风患者辅助性T细胞和Th2细胞增加,与诊断基因和黑色素生成途径相关。结论:本研究确定了关键的黑色素形成相关基因,为白癜风风险提供了预测模型。它强调了黑色素生成受损与免疫细胞浸润之间的关系,提示了潜在的治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Unravelling the molecular mechanisms and immune landscape of vitiligo: a comprehensive bioinformatics study on melanogenesis-related genes.

Background: Vitiligo is an autoimmune disorder marked by melanocyte destruction and skin depigmentation.

Aim: To explore the molecular mechanisms underlying melanogenesis and their link to vitiligo.

Subjects and methods: We analysed three vitiligo-related datasets, correcting for batch effects with ComBat. Key melanogenesis genes were pinpointed using LASSO and logistic regression, and a nomogram was developed. The immune microenvironment was evaluated by ssGSEA, and correlations between gene expression, melanogenesis pathways, and immune cell infiltration were examined.

Results: We identified 2,405 DEGs, with 960 up-regulated and 1,445 down-regulated genes in vitiligo samples. GSVA indicated significant disturbances in melanogenesis pathways. ssGSEA revealed reduced activity in REACTOME_MELANIN_BIOSYNTHESIS and KEGG_MELANOGENESIS pathways. Three key diagnostic genes (CALM2, KIT, OCA2) were found and used to build a highly accurate predictive nomogram. Immune cell analysis showed increased T helper and Th2 cells in vitiligo, correlating with both diagnostic genes and melanogenic pathways.

Conclusion: This study identifies crucial melanogenesis-related genes and provides a predictive model for vitiligo risk. It underscores the relationship between impaired melanogenesis and immune cell infiltration, suggesting potential therapeutic targets.

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来源期刊
Annals of Human Biology
Annals of Human Biology 生物-公共卫生、环境卫生与职业卫生
CiteScore
3.40
自引率
5.90%
发文量
46
审稿时长
1 months
期刊介绍: Annals of Human Biology is an international, peer-reviewed journal published six times a year in electronic format. The journal reports investigations on the nature, development and causes of human variation, embracing the disciplines of human growth and development, human genetics, physical and biological anthropology, demography, environmental physiology, ecology, epidemiology and global health and ageing research.
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