Dries Deleersnijder , Tom Venken , Rogier Schepers , Thomas Van Brussel , Björn K. Meijers , Ben Sprangers , Diether Lambrechts , Amaryllis H. Van Craenenbroeck
{"title":"单核rna测序鉴定原发性与适应性不良局灶节段性肾小球硬化中壁上皮细胞的差异纤维化反应","authors":"Dries Deleersnijder , Tom Venken , Rogier Schepers , Thomas Van Brussel , Björn K. Meijers , Ben Sprangers , Diether Lambrechts , Amaryllis H. Van Craenenbroeck","doi":"10.1016/j.ekir.2025.06.023","DOIUrl":null,"url":null,"abstract":"<div><h3>Introduction</h3><div>Focal segmental glomerulosclerosis (FSGS) lesions occur in a wide range of clinical conditions that are all characterized by critical podocyte injury. Differentiating primary from maladaptive forms of FSGS remains challenging because of the absence of reliable biomarkers, resulting from a lack of insight into their pathophysiological differences.</div></div><div><h3>Methods</h3><div>We used single-nucleus RNA-sequencing (snRNA-seq) to identify differentially expressed transcriptional signatures in kidney biopsies of well-phenotyped primary versus maladaptive FSGS. We included cryopreserved kidney biopsy cores from adult patients with newly diagnosed primary FSGS (<em>n</em> = 9, all nephrotic), maladaptive FSGS (<em>n</em> = 9, all nonnephrotic), proteinuric controls (antiphospholipase A2 receptor antibody–positive membranous nephropathy [PLA2R+ MN], <em>n</em> = 3), and healthy controls (<em>n</em> = 4).</div></div><div><h3>Results</h3><div>We identified 120,751 high-quality nuclei, including 2471 podocytes and 1574 parietal epithelial cells (PECs). In primary FSGS, podocytes showed a more pronounced but not specific injury pattern with upregulation of immune pathways, such as antigen presentation, and mammalian target of rapamycin (mTOR) complex 1 (mTORC1)-signaling. Glomerular cell-cell interaction analysis showed increased profibrotic TGF-β and PDGFR-β signaling in primary FSGS PECs, which also upregulated genes that compose the normal PEC-derived extracellular matrix (ECM) (<em>LAMB1, COL4A1, COL4A5, COL4A6</em>). In maladaptive FSGS, podocytes showed few differentially expressed genes (DEGs) and PEC-PEC interactions predominated. Here, a (myo-)fibroblast-like PEC subpopulation upregulated non–type IV fibril- and network-forming collagens (<em>COL1A1, COL5A1, COL8A1</em>), which may further contribute to the development of glomerulosclerosis.</div></div><div><h3>Conclusion</h3><div>This study presents a single-cell transcriptional landscape of well-phenotyped patients with FSGS and provides evidence for a differential profibrotic PEC response in primary versus maladaptive FSGS.</div></div>","PeriodicalId":17761,"journal":{"name":"Kidney International Reports","volume":"10 9","pages":"Pages 3255-3270"},"PeriodicalIF":5.7000,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Single-Nucleus RNA-Sequencing Identifies a Differential Profibrotic Response in Parietal Epithelial Cells in Primary Versus Maladaptive Focal Segmental Glomerulosclerosis\",\"authors\":\"Dries Deleersnijder , Tom Venken , Rogier Schepers , Thomas Van Brussel , Björn K. Meijers , Ben Sprangers , Diether Lambrechts , Amaryllis H. Van Craenenbroeck\",\"doi\":\"10.1016/j.ekir.2025.06.023\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Introduction</h3><div>Focal segmental glomerulosclerosis (FSGS) lesions occur in a wide range of clinical conditions that are all characterized by critical podocyte injury. Differentiating primary from maladaptive forms of FSGS remains challenging because of the absence of reliable biomarkers, resulting from a lack of insight into their pathophysiological differences.</div></div><div><h3>Methods</h3><div>We used single-nucleus RNA-sequencing (snRNA-seq) to identify differentially expressed transcriptional signatures in kidney biopsies of well-phenotyped primary versus maladaptive FSGS. We included cryopreserved kidney biopsy cores from adult patients with newly diagnosed primary FSGS (<em>n</em> = 9, all nephrotic), maladaptive FSGS (<em>n</em> = 9, all nonnephrotic), proteinuric controls (antiphospholipase A2 receptor antibody–positive membranous nephropathy [PLA2R+ MN], <em>n</em> = 3), and healthy controls (<em>n</em> = 4).</div></div><div><h3>Results</h3><div>We identified 120,751 high-quality nuclei, including 2471 podocytes and 1574 parietal epithelial cells (PECs). In primary FSGS, podocytes showed a more pronounced but not specific injury pattern with upregulation of immune pathways, such as antigen presentation, and mammalian target of rapamycin (mTOR) complex 1 (mTORC1)-signaling. Glomerular cell-cell interaction analysis showed increased profibrotic TGF-β and PDGFR-β signaling in primary FSGS PECs, which also upregulated genes that compose the normal PEC-derived extracellular matrix (ECM) (<em>LAMB1, COL4A1, COL4A5, COL4A6</em>). In maladaptive FSGS, podocytes showed few differentially expressed genes (DEGs) and PEC-PEC interactions predominated. Here, a (myo-)fibroblast-like PEC subpopulation upregulated non–type IV fibril- and network-forming collagens (<em>COL1A1, COL5A1, COL8A1</em>), which may further contribute to the development of glomerulosclerosis.</div></div><div><h3>Conclusion</h3><div>This study presents a single-cell transcriptional landscape of well-phenotyped patients with FSGS and provides evidence for a differential profibrotic PEC response in primary versus maladaptive FSGS.</div></div>\",\"PeriodicalId\":17761,\"journal\":{\"name\":\"Kidney International Reports\",\"volume\":\"10 9\",\"pages\":\"Pages 3255-3270\"},\"PeriodicalIF\":5.7000,\"publicationDate\":\"2025-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Kidney International Reports\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2468024925003948\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"UROLOGY & NEPHROLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Kidney International Reports","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2468024925003948","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"UROLOGY & NEPHROLOGY","Score":null,"Total":0}
Single-Nucleus RNA-Sequencing Identifies a Differential Profibrotic Response in Parietal Epithelial Cells in Primary Versus Maladaptive Focal Segmental Glomerulosclerosis
Introduction
Focal segmental glomerulosclerosis (FSGS) lesions occur in a wide range of clinical conditions that are all characterized by critical podocyte injury. Differentiating primary from maladaptive forms of FSGS remains challenging because of the absence of reliable biomarkers, resulting from a lack of insight into their pathophysiological differences.
Methods
We used single-nucleus RNA-sequencing (snRNA-seq) to identify differentially expressed transcriptional signatures in kidney biopsies of well-phenotyped primary versus maladaptive FSGS. We included cryopreserved kidney biopsy cores from adult patients with newly diagnosed primary FSGS (n = 9, all nephrotic), maladaptive FSGS (n = 9, all nonnephrotic), proteinuric controls (antiphospholipase A2 receptor antibody–positive membranous nephropathy [PLA2R+ MN], n = 3), and healthy controls (n = 4).
Results
We identified 120,751 high-quality nuclei, including 2471 podocytes and 1574 parietal epithelial cells (PECs). In primary FSGS, podocytes showed a more pronounced but not specific injury pattern with upregulation of immune pathways, such as antigen presentation, and mammalian target of rapamycin (mTOR) complex 1 (mTORC1)-signaling. Glomerular cell-cell interaction analysis showed increased profibrotic TGF-β and PDGFR-β signaling in primary FSGS PECs, which also upregulated genes that compose the normal PEC-derived extracellular matrix (ECM) (LAMB1, COL4A1, COL4A5, COL4A6). In maladaptive FSGS, podocytes showed few differentially expressed genes (DEGs) and PEC-PEC interactions predominated. Here, a (myo-)fibroblast-like PEC subpopulation upregulated non–type IV fibril- and network-forming collagens (COL1A1, COL5A1, COL8A1), which may further contribute to the development of glomerulosclerosis.
Conclusion
This study presents a single-cell transcriptional landscape of well-phenotyped patients with FSGS and provides evidence for a differential profibrotic PEC response in primary versus maladaptive FSGS.
期刊介绍:
Kidney International Reports, an official journal of the International Society of Nephrology, is a peer-reviewed, open access journal devoted to the publication of leading research and developments related to kidney disease. With the primary aim of contributing to improved care of patients with kidney disease, the journal will publish original clinical and select translational articles and educational content related to the pathogenesis, evaluation and management of acute and chronic kidney disease, end stage renal disease (including transplantation), acid-base, fluid and electrolyte disturbances and hypertension. Of particular interest are submissions related to clinical trials, epidemiology, systematic reviews (including meta-analyses) and outcomes research. The journal will also provide a platform for wider dissemination of national and regional guidelines as well as consensus meeting reports.