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整合蛋白质组学和基因组学通过孟德尔随机化确定白癜风的新型生物标志物和治疗靶点。

Integrative Proteomics and Genomics Identify Novel Biomarkers and Therapeutic Targets in Vitiligo via Mendelian Randomization.

作者信息

Yan Chenjue, Jiang Ling, Hu Yibo, You Ting, Chen Jing, Wu Songjiang

机构信息

Department of Dermatology, the First Affiliated Hospital, Hengyang Medical College, University of South China, Hengyang, Hunan, 421001, People's Republic of China.

Department of Dermatology, the Third Xiangya Hospital, Central South University, 138 Tongzipo Road, Changsha,, Hunan, 410013, People's Republic of China.

出版信息

Dermatol Ther (Heidelb). 2025 Jun 19. doi: 10.1007/s13555-025-01448-5.

DOI:10.1007/s13555-025-01448-5
PMID:40536728
Abstract

INTRODUCTION

Given that the proteome is a major source of therapeutic targets, we conducted a proteome-wide Mendelian randomization (MR) combined with transcriptome sequencing analysis to identify candidate protein markers and therapeutic targets for vitiligo.

METHODS

Based on protein quantitative trait loci (pQTLs) and genetic associations with vitiligo obtained from the European Bioinformatics Institute (EBI) database (60 vitiligo cases and 402,672 controls), and the UK Biobank (95 vitiligo cases and 337,064 controls), bidirectional MR and colocalization analyses identified genetically predicted levels of nine proteins collectively linked to vitiligo risk. Based on the RNA-seq data and single-cell RNA-seq data of vitiligo, bioinformatics analysis and model prediction of genes associated with vitiligo progression evaluated the relationship between candidate core proteins and the development of vitiligo.

RESULTS

Four proteins (KLF4, MYL4, TNFRSF13C, TNFSF13B) were associated with lower vitiligo risk, while five proteins (ALPI, CDH1, ITGB1, SERPINH1, TNFSF10) were linked to higher risk. Of these, three proteins (KLF4, TNFRSF13C, and TNFSF10) were high priority with the most convincing evidence. Bioinformatics analysis and model prediction of genes associated with vitiligo progression showed these three protein-coding genes were significantly associated with vitiligo occurrence, and their functions were related to cell cycle, apoptosis, oxidative stress, inflammatory response, and immune infiltration. Mechanistically, the expression of these key candidate molecules was regulated by various miRNAs and transcription factors. The druggability assessment and molecular docking identified some drugs targeting these proteins, such as APTO-2535 and butyric acid.

CONCLUSION

KLF4, TNFRSF13C, and TNFSF10 may be involved in regulating the occurrence and development of vitiligo, providing potential targets for improving the diagnosis and treatment of vitiligo.

摘要

引言

鉴于蛋白质组是治疗靶点的主要来源,我们进行了全蛋白质组孟德尔随机化(MR)结合转录组测序分析,以鉴定白癜风的候选蛋白质标志物和治疗靶点。

方法

基于从欧洲生物信息学研究所(EBI)数据库(60例白癜风病例和402,672例对照)以及英国生物银行(95例白癜风病例和337,064例对照)获得的蛋白质定量性状位点(pQTLs)和与白癜风的遗传关联,双向MR和共定位分析确定了共同与白癜风风险相关的九种蛋白质的遗传预测水平。基于白癜风的RNA-seq数据和单细胞RNA-seq数据,对与白癜风进展相关的基因进行生物信息学分析和模型预测,评估候选核心蛋白与白癜风发展之间的关系。

结果

四种蛋白质(KLF4、MYL4、TNFRSF13C、TNFSF13B)与较低的白癜风风险相关,而五种蛋白质(ALPI、CDH1、ITGB1、SERPINH1、TNFSF10)与较高风险相关。其中,三种蛋白质(KLF4、TNFRSF13C和TNFSF10)具有最令人信服的证据,是高优先级的。对与白癜风进展相关的基因进行生物信息学分析和模型预测表明,这三个蛋白质编码基因与白癜风的发生显著相关,其功能与细胞周期、凋亡、氧化应激、炎症反应和免疫浸润有关。从机制上讲,这些关键候选分子的表达受多种miRNA和转录因子的调节。药物可及性评估和分子对接确定了一些靶向这些蛋白质的药物,如APTO-2535和丁酸。

结论

KLF4、TNFRSF13C和TNFSF10可能参与调节白癜风的发生和发展,为改善白癜风的诊断和治疗提供了潜在靶点。

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本文引用的文献

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PCSK9 Inhibitors and the Risk of Vitiligo: A Mendelian Randomization Study.前蛋白转化酶枯草溶菌素9抑制剂与白癜风风险:一项孟德尔随机化研究
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来自3D培养的真皮乳头细胞的细胞外囊泡通过Krüppel样因子4/血管内皮生长因子A驱动的血管生成改善伤口愈合。
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Serum Inflammatory and Oxidative Stress Markers in Patients with Vitiligo.白癜风患者的血清炎症和氧化应激标志物
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TNFSF10, an autophagy related gene, was a prognostic and immune infiltration marker in skin cutaneous melanoma.肿瘤坏死因子超家族成员10(TNFSF10)是一种自噬相关基因,是皮肤黑色素瘤的预后和免疫浸润标志物。
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Australas J Dermatol. 2023 May;64(2):204-212. doi: 10.1111/ajd.14001. Epub 2023 Feb 22.
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Vitiligo Treatments: Review of Current Therapeutic Modalities and JAK Inhibitors.白癜风治疗:当前治疗方式及JAK抑制剂综述
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Causal Associations between Vitamin D Levels and Psoriasis, Atopic Dermatitis, and Vitiligo: A Bidirectional Two-Sample Mendelian Randomization Analysis.维生素 D 水平与银屑病、特应性皮炎和白癜风之间的因果关系:双向两样本 Mendelian 随机分析。
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