Identification of key oxidative phosphorylation-related genes in systemic lupus erythematosus based on transcriptomics and bioinformatics analysis

IF 3.8 Q2 IMMUNOLOGY
Journal of Translational Autoimmunity Pub Date : 2025-12-01 Epub Date: 2025-10-19 DOI:10.1016/j.jtauto.2025.100327
Shasha Wang, Hongmin Hu, Jingru Chen, Chengyin Li
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引用次数: 0

Abstract

Objective

Oxidative phosphorylation (OXPHOS) dysfunction is increasingly recognized as a key factor in systemic lupus erythematosus (SLE) pathogenesis. This study aimed to identify OXPHOS-related core genes as potential SLE biomarkers and therapeutic targets.

Methods

mRNA sequencing and GSEA were performed on MRL/lpr mouse kidneys. Cross-species differentially expressed genes (DEGs) were identified by integrating mouse data with human SLE kidney datasets from the Gene Expression Omnibus (GEO). Overlapping DEGs with OXPHOS-related genes from GeneCards, a protein–protein interaction (PPI) network was constructed to screen core genes, followed by GO and KEGG enrichment analyses. Gene expression was validated in SLE whole blood, skin lesions, and immune cell subsets using independent GEO datasets. Diagnostic value was assessed by receiver operating characteristic (ROC) analysis; correlation with disease activity was evaluated using the Systemic Lupus Erythematosus Disease Activity Index (SLEDAI). Drug-target interactions were analyzed via DrugBank and STRING. Key genes were validated by qPCR in MRL/lpr kidneys.

Results

The OXPHOS pathway was significantly downregulated in MRL/lpr kidneys. Ten consistently upregulated core genes—CCNA2, KIF11, CDC20, TOP2A, TPX2, AURKB, DLGAP5, FOXM1, MKI67, and CEP55—were identified and enriched in cell cycle regulation and cellular senescence. All ten were upregulated in SLE blood; seven in skin lesions. They were broadly overexpressed in immune cells, especially plasmablasts and CD4+ T cells. CDC20, DLGAP5, and CEP55 showed high diagnostic accuracy (AUC >0.8). CCNA2 (r = 0.50) and CDC20 (r = 0.56) correlated significantly with SLEDAI. Six genes interacted with known SLE drug targets. Integrating expression and interaction profiles, CCNA2, AURKB, FOXM1, and MKI67 were prioritized as top therapeutic candidates. Quantitative real-time polymerase chain reaction (qPCR) confirmed CCNA2 and FOXM1 upregulation in MRL/lpr kidneys.

Conclusion

This study identifies a systemic OXPHOS-related gene signature in SLE, highlighting promising candidates for diagnosis and targeted therapy.
基于转录组学和生物信息学分析的系统性红斑狼疮关键氧化磷酸化相关基因鉴定
目的氧化磷酸化(OXPHOS)功能障碍越来越被认为是系统性红斑狼疮(SLE)发病的关键因素。本研究旨在确定oxphos相关核心基因作为潜在的SLE生物标志物和治疗靶点。方法对MRL/lpr小鼠肾脏进行smrna测序和GSEA检测。通过整合来自基因表达综合(GEO)的小鼠数据和人类SLE肾脏数据集,鉴定了跨物种差异表达基因(DEGs)。将DEGs与来自GeneCards的oxphos相关基因重叠,构建蛋白蛋白相互作用(PPI)网络筛选核心基因,然后进行GO和KEGG富集分析。使用独立的GEO数据集验证了SLE全血、皮肤病变和免疫细胞亚群中的基因表达。采用受试者工作特征(ROC)分析评估诊断价值;使用系统性红斑狼疮疾病活动性指数(SLEDAI)评估与疾病活动性的相关性。通过DrugBank和STRING分析药物-靶标相互作用。通过qPCR验证MRL/lpr肾的关键基因。结果MRL/lpr肾中OXPHOS通路明显下调。十个持续上调的核心基因——ccna2、KIF11、CDC20、TOP2A、TPX2、AURKB、DLGAP5、FOXM1、MKI67和cep55——被鉴定出来,并在细胞周期调控和细胞衰老中富集。这10种蛋白在SLE血液中均上调;7例皮肤损伤。它们在免疫细胞,尤其是浆母细胞和CD4+ T细胞中广泛过表达。CDC20、DLGAP5、CEP55的诊断准确率较高(AUC >0.8)。CCNA2 (r = 0.50)和CDC20 (r = 0.56)与SLEDAI显著相关。六个基因与已知的SLE药物靶点相互作用。整合表达和相互作用谱,CCNA2、AURKB、FOXM1和MKI67被优先考虑为最佳治疗候选。定量实时聚合酶链反应(qPCR)证实MRL/lpr肾脏中CCNA2和FOXM1上调。结论:本研究在SLE中发现了一个系统性的oxphos相关基因标记,突出了有希望的诊断和靶向治疗候选基因。
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
Journal of Translational Autoimmunity
Journal of Translational Autoimmunity Medicine-Immunology and Allergy
CiteScore
7.80
自引率
2.60%
发文量
33
审稿时长
55 days
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