{"title":"ATP6V1D在IgA肾病中的差异表达及其诊断价值","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":"{\"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}","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}
Differential Expression of ATP6V1D and Its Diagnostic Potential in IgA Nephropathy.
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.
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.