{"title":"单细胞图谱揭示糖尿病肾病中铁下垂的新机制和生物标志物。","authors":"Yueyi Zhou, Weilin Chen, Dan Li, Li Chen, Bin Yi","doi":"10.2174/0109298673357406250719145527","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Diabetic nephropathy (DN) is the main cause of renal failure due to its complexity and difficulty in prevention. The purpose of our study is to screen potential biomarkers of DN at the single-cell level and reveal its new molecular pathogenesis by single-cell RNA sequencing (scRNA-seq).</p><p><strong>Methods: </strong>In this study, scRNA-seq was performed on kidney tissue of control and DN mice. Through multiple analyses of the data, biomarkers in DN that contribute to early diagnosis were screened, and the complex pathogenesis associated with ferroptosis was revealed and verified by experiments at the animal and cellular levels.</p><p><strong>Results: </strong>Through customized analysis of scRNA-seq results, we found for the first time increased intercellular communication between mesangial epithelial cells and transitional epithelial cells in the pathological state of DN. In addition, two sets of differential protein interaction analysis networks showed that Eno1, Hspa8, FLT1, Hspa1a, and Gsta2 could be used as predictive biomarkers of DN. Finally, the promoting effects of ferroptosis, heat shock protein and their interactions in the development of DN are discussed. In particular, the regulation of GPX4 by members of the heat shock family, Dnaja1 and Hspa1a, promotes lipid peroxidation (the classic phenotype of ferroptosis).</p><p><strong>Conclusion: </strong>In conclusion, we comprehensively analyzed the relevant biomarkers and pathogenesis of DN at single-cell resolution, providing new strategies for therapeutic targets of the disease.</p>","PeriodicalId":10984,"journal":{"name":"Current medicinal chemistry","volume":" ","pages":""},"PeriodicalIF":3.5000,"publicationDate":"2025-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Single-Cell Maps Reveal Novel Mechanisms of Ferroptosis and Biomarkers in Diabetic Nephropathy.\",\"authors\":\"Yueyi Zhou, Weilin Chen, Dan Li, Li Chen, Bin Yi\",\"doi\":\"10.2174/0109298673357406250719145527\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>Diabetic nephropathy (DN) is the main cause of renal failure due to its complexity and difficulty in prevention. The purpose of our study is to screen potential biomarkers of DN at the single-cell level and reveal its new molecular pathogenesis by single-cell RNA sequencing (scRNA-seq).</p><p><strong>Methods: </strong>In this study, scRNA-seq was performed on kidney tissue of control and DN mice. Through multiple analyses of the data, biomarkers in DN that contribute to early diagnosis were screened, and the complex pathogenesis associated with ferroptosis was revealed and verified by experiments at the animal and cellular levels.</p><p><strong>Results: </strong>Through customized analysis of scRNA-seq results, we found for the first time increased intercellular communication between mesangial epithelial cells and transitional epithelial cells in the pathological state of DN. In addition, two sets of differential protein interaction analysis networks showed that Eno1, Hspa8, FLT1, Hspa1a, and Gsta2 could be used as predictive biomarkers of DN. Finally, the promoting effects of ferroptosis, heat shock protein and their interactions in the development of DN are discussed. In particular, the regulation of GPX4 by members of the heat shock family, Dnaja1 and Hspa1a, promotes lipid peroxidation (the classic phenotype of ferroptosis).</p><p><strong>Conclusion: </strong>In conclusion, we comprehensively analyzed the relevant biomarkers and pathogenesis of DN at single-cell resolution, providing new strategies for therapeutic targets of the disease.</p>\",\"PeriodicalId\":10984,\"journal\":{\"name\":\"Current medicinal chemistry\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2025-08-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Current medicinal chemistry\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.2174/0109298673357406250719145527\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current medicinal chemistry","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2174/0109298673357406250719145527","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
Single-Cell Maps Reveal Novel Mechanisms of Ferroptosis and Biomarkers in Diabetic Nephropathy.
Objective: Diabetic nephropathy (DN) is the main cause of renal failure due to its complexity and difficulty in prevention. The purpose of our study is to screen potential biomarkers of DN at the single-cell level and reveal its new molecular pathogenesis by single-cell RNA sequencing (scRNA-seq).
Methods: In this study, scRNA-seq was performed on kidney tissue of control and DN mice. Through multiple analyses of the data, biomarkers in DN that contribute to early diagnosis were screened, and the complex pathogenesis associated with ferroptosis was revealed and verified by experiments at the animal and cellular levels.
Results: Through customized analysis of scRNA-seq results, we found for the first time increased intercellular communication between mesangial epithelial cells and transitional epithelial cells in the pathological state of DN. In addition, two sets of differential protein interaction analysis networks showed that Eno1, Hspa8, FLT1, Hspa1a, and Gsta2 could be used as predictive biomarkers of DN. Finally, the promoting effects of ferroptosis, heat shock protein and their interactions in the development of DN are discussed. In particular, the regulation of GPX4 by members of the heat shock family, Dnaja1 and Hspa1a, promotes lipid peroxidation (the classic phenotype of ferroptosis).
Conclusion: In conclusion, we comprehensively analyzed the relevant biomarkers and pathogenesis of DN at single-cell resolution, providing new strategies for therapeutic targets of the disease.
期刊介绍:
Aims & Scope
Current Medicinal Chemistry covers all the latest and outstanding developments in medicinal chemistry and rational drug design. Each issue contains a series of timely in-depth reviews and guest edited thematic issues written by leaders in the field covering a range of the current topics in medicinal chemistry. The journal also publishes reviews on recent patents. Current Medicinal Chemistry is an essential journal for every medicinal chemist who wishes to be kept informed and up-to-date with the latest and most important developments.