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ATP6V1D在IgA肾病中的差异表达及其诊断潜力

Differential Expression of ATP6V1D and Its Diagnostic Potential in IgA Nephropathy.

作者信息

Peng Liang, Hu Lin, Peng Yi-Qun, Wang Dong-Guang

机构信息

Department of Nephrology, The Second Affiliated Hospital of the University of South China, Hengyang, 421001, China.

Department of Nephrology, Loudi Central Hospital of Hunan Province, Loudi, 417000, China.

出版信息

Curr Med Sci. 2025 Sep 5. doi: 10.1007/s11596-025-00088-2.

Abstract

OBJECTIVE

IgA nephropathy (IgAN) is the most prevalent form of primary glomerular disease. However, its diagnosis is contingent on kidney biopsy. Therefore, noninvasive biomarkers are urgently needed for diagnosis. This study aims to identify novel urinary biomarkers that differentiate IgAN from other common primary glomerular diseases, specifically membranous nephropathy (MN) and minimal change disease (MCD).

METHODS

The peripheral blood mononuclear cell (PBMC) transcriptome dataset GSE73953 was obtained from the GEO database. Differential gene expression, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment, Gene Ontology (GO) enrichment, and immune infiltration analyses were performed. Protein-protein interaction (PPI) analysis and lysosome-related genes were used to identify hub genes. The expression of the hub gene ATP6V1D in urine and kidney tissues from individuals with IgAN, healthy controls, MCD and MN patients was assessed using enzyme-linked immunosorbent assay (ELISA), Western blotting, and immunostaining techniques. Spearman's correlation analysis was employed to investigate the relationships between the concentration of ATP6V1D in urine, the concentration of galactose-deficient IgA1 (GD-IgA1), and the clinical data of patients. The receiver operating characteristic (ROC) curve was used to assess the role of urine ATP6V1D levels in distinguishing IgAN from MN and MCD.

RESULTS

ATPase was identified as the principal intracellular structure associated with differentially expressed genes (DEGs) between IgAN patients and healthy controls in PBMCs. ATP6V1D was identified as a hub gene at the intersection of lysosome-related and differential genes. ATP6V1D levels were lower in PBMCs, urine, and kidney samples from IgAN patients than in those from healthy individuals, MCD and MN patients. The decreased urinary ATP6V1D levels and increased GD-IgA1 levels in IgAN patients were further validated. These changes were positively correlated with 24-h urine protein levels. Notably, a negative correlation was observed between ATP6V1D and GD-IgA1 levels. ROC curve analysis demonstrated that urinary ATP6V1D (AUC = 0.972) and GD-IgA1 (AUC = 0.952) had significant discriminative power in distinguishing IgAN patients from MCD and MN patients, with no significant difference in predictive performance between the two biomarkers (P > 0.05).

CONCLUSIONS

The findings underscore the potential utility of the urine ATP6V1D concentration as a biomarker to distinguish IgAN from MN and MCD.

摘要

目的

IgA肾病(IgAN)是原发性肾小球疾病最常见的形式。然而,其诊断依赖于肾活检。因此,迫切需要非侵入性生物标志物用于诊断。本研究旨在鉴定可将IgAN与其他常见原发性肾小球疾病,特别是膜性肾病(MN)和微小病变病(MCD)区分开来的新型尿液生物标志物。

方法

从基因表达综合数据库(GEO数据库)获取外周血单个核细胞(PBMC)转录组数据集GSE73953。进行差异基因表达、京都基因与基因组百科全书(KEGG)通路富集、基因本体论(GO)富集及免疫浸润分析。利用蛋白质-蛋白质相互作用(PPI)分析和溶酶体相关基因鉴定枢纽基因。采用酶联免疫吸附测定(ELISA)、蛋白质印迹法和免疫染色技术评估IgAN患者、健康对照、MCD和MN患者尿液及肾组织中枢纽基因ATP6V1D的表达。采用Spearman相关分析研究尿液中ATP6V1D浓度、去糖基化IgA1(GD-IgA1)浓度与患者临床数据之间的关系。采用受试者工作特征(ROC)曲线评估尿液ATP6V1D水平在区分IgAN与MN和MCD中的作用。

结果

ATP酶被确定为PBMC中IgAN患者与健康对照之间差异表达基因(DEG)相关的主要细胞内结构。ATP6V1D被确定为溶酶体相关基因和差异基因交集处的枢纽基因。IgAN患者的PBMC、尿液和肾样本中ATP6V1D水平低于健康个体、MCD和MN患者。IgAN患者尿液中ATP6V1D水平降低和GD-IgA1水平升高得到进一步验证。这些变化与24小时尿蛋白水平呈正相关。值得注意的是,ATP6V1D与GD-IgA1水平呈负相关。ROC曲线分析表明,尿液ATP6V1D(AUC = 0.972)和GD-IgA1(AUC = 0.952)在区分IgAN患者与MCD和MN患者方面具有显著的判别能力,两种生物标志物的预测性能无显著差异(P > 0.05)。

结论

研究结果强调了尿液ATP6V1D浓度作为区分IgAN与MN和MCD的生物标志物的潜在用途。

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