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

IF 1.5 4区 医学 Q3 MEDICINE, RESEARCH & EXPERIMENTAL
Liang Peng, Lin Hu, Yi-Qun Peng, Dong-Guang Wang
{"title":"Differential Expression of ATP6V1D and Its Diagnostic Potential in IgA Nephropathy.","authors":"Liang Peng, Lin Hu, Yi-Qun Peng, Dong-Guang Wang","doi":"10.1007/s11596-025-00088-2","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>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).</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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).</p><p><strong>Conclusions: </strong>The findings underscore the potential utility of the urine ATP6V1D concentration as a biomarker to distinguish IgAN from MN and MCD.</p>","PeriodicalId":10820,"journal":{"name":"Current Medical Science","volume":" ","pages":""},"PeriodicalIF":1.5000,"publicationDate":"2025-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current Medical Science","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s11596-025-00088-2","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
引用次数: 0

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.

ATP6V1D在IgA肾病中的差异表达及其诊断价值
目的:IgA肾病(IgAN)是最常见的原发性肾小球疾病。然而,其诊断取决于肾活检。因此,迫切需要无创生物标志物进行诊断。本研究旨在鉴定新的尿液生物标志物,以区分IgAN与其他常见的原发性肾小球疾病,特别是膜性肾病(MN)和微小变化疾病(MCD)。方法:从GEO数据库中获取外周血单核细胞(PBMC)转录组数据集GSE73953。差异基因表达、京都基因与基因组百科全书(KEGG)途径富集、基因本体(GO)富集和免疫浸润分析。利用蛋白-蛋白相互作用(PPI)和溶酶体相关基因鉴定中心基因。使用酶联免疫吸附试验(ELISA)、Western blotting和免疫染色技术评估IgAN、健康对照、MCD和MN患者尿液和肾脏组织中枢纽基因ATP6V1D的表达。采用Spearman相关分析探讨尿中ATP6V1D浓度、半乳糖缺乏IgA1 (GD-IgA1)浓度与患者临床资料的关系。采用受试者工作特征(ROC)曲线评估尿ATP6V1D水平在区分IgAN与MN和MCD中的作用。结果:ATPase被确定为与IgAN患者和PBMCs健康对照之间差异表达基因(DEGs)相关的主要细胞内结构。ATP6V1D被鉴定为溶酶体相关基因和差异基因的枢纽基因。IgAN患者的pbmc、尿液和肾脏样本中的ATP6V1D水平低于健康人、MCD和MN患者。进一步验证了IgAN患者尿中ATP6V1D水平降低和GD-IgA1水平升高。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曲线分析显示,尿液ATP6V1D (AUC = 0.972)和GD-IgA1 (AUC = 0.952)对IgAN患者与MCD和MN患者具有显著的鉴别能力,两种生物标志物的预测性能无显著差异(P < 0.05)。结论:这些发现强调了尿液ATP6V1D浓度作为区分IgAN与MN和MCD的生物标志物的潜在用途。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Current Medical Science
Current Medical Science Biochemistry, Genetics and Molecular Biology-Genetics
CiteScore
4.70
自引率
0.00%
发文量
126
期刊介绍: Current Medical Science provides a forum for peer-reviewed papers in the medical sciences, to promote academic exchange between Chinese researchers and doctors and their foreign counterparts. The journal covers the subjects of biomedicine such as physiology, biochemistry, molecular biology, pharmacology, pathology and pathophysiology, etc., and clinical research, such as surgery, internal medicine, obstetrics and gynecology, pediatrics and otorhinolaryngology etc. The articles appearing in Current Medical Science are mainly in English, with a very small number of its papers in German, to pay tribute to its German founder. This journal is the only medical periodical in Western languages sponsored by an educational institution located in the central part of China.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信