Fei Liu, Xiaoyi Li, Qiuyu Li, Jinglan Gu, Qi Shi, Jiayi Song, Na Jiao, Jianhua Mao
{"title":"在单细胞分辨率下解读常染色体显性多囊肾病微环境中免疫景观的细胞间通讯。","authors":"Fei Liu, Xiaoyi Li, Qiuyu Li, Jinglan Gu, Qi Shi, Jiayi Song, Na Jiao, Jianhua Mao","doi":"10.1159/000545663","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Autosomal dominant polycystic kidney disease (ADPKD) is a genetic disorder that often leads to end-stage renal disease, with disease progression deeply influenced by the renal microenvironment. This study aims to unravel the critical cellular types and their intricate interactions within the ADPKD microenvironment.</p><p><strong>Methods: </strong>Leveraging single-cell transcriptome data from seven ADPKD and three healthy human kidney samples, we systematically dissected the cellular landscape of the ADPKD microenvironment. Our approach included CellChat for cell-cell communication analysis, VISION for pathway enrichment analysis, pySCENIC for regulon activity calculation, and Monocle V3 for pseudotime trajectory construction.</p><p><strong>Results: </strong>We identified nine major cell lineages, with a notable increase of mononuclear phagocytes (MNPs), T cells, and fibroblasts in the ADPKD microenvironment. These cells collectively orchestrated a distinctive microenvironment, marked by complex intercellular networks. Notably, a specific subset of macrophages exhibited an \"M2-like\" phenotype, which was driven by IL-10 signaling from M1-like macrophages and contributed to cyst cell proliferation. Immunosuppression was predominantly mediated by CD4+ T cells, activated by macrophages through immune checkpoint pathways, such as PDL1 signaling. The fibrotic expansion was a cumulative effect of fibroblast activation and proliferation, modulated by macrophages and cyst-lining epithelial cells.</p><p><strong>Conclusion: </strong>This comprehensive investigation provides valuable insights into the diverse landscapes of the ADPKD microenvironment at single-cell resolution, emphasizing MNPs, T cells, and fibroblasts. The study unveils complex interactions among these cell types, shedding light on an understanding of the immunological aspect of ADPKD and proposing potential therapeutic targets.</p>","PeriodicalId":17830,"journal":{"name":"Kidney Diseases","volume":"11 1","pages":"302-318"},"PeriodicalIF":3.2000,"publicationDate":"2025-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12105836/pdf/","citationCount":"0","resultStr":"{\"title\":\"Deciphering Intercellular Communication of the Immune Landscape within Autosomal Dominant Polycystic Kidney Disease Microenvironment at Single-Cell Resolution.\",\"authors\":\"Fei Liu, Xiaoyi Li, Qiuyu Li, Jinglan Gu, Qi Shi, Jiayi Song, Na Jiao, Jianhua Mao\",\"doi\":\"10.1159/000545663\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>Autosomal dominant polycystic kidney disease (ADPKD) is a genetic disorder that often leads to end-stage renal disease, with disease progression deeply influenced by the renal microenvironment. This study aims to unravel the critical cellular types and their intricate interactions within the ADPKD microenvironment.</p><p><strong>Methods: </strong>Leveraging single-cell transcriptome data from seven ADPKD and three healthy human kidney samples, we systematically dissected the cellular landscape of the ADPKD microenvironment. Our approach included CellChat for cell-cell communication analysis, VISION for pathway enrichment analysis, pySCENIC for regulon activity calculation, and Monocle V3 for pseudotime trajectory construction.</p><p><strong>Results: </strong>We identified nine major cell lineages, with a notable increase of mononuclear phagocytes (MNPs), T cells, and fibroblasts in the ADPKD microenvironment. These cells collectively orchestrated a distinctive microenvironment, marked by complex intercellular networks. Notably, a specific subset of macrophages exhibited an \\\"M2-like\\\" phenotype, which was driven by IL-10 signaling from M1-like macrophages and contributed to cyst cell proliferation. Immunosuppression was predominantly mediated by CD4+ T cells, activated by macrophages through immune checkpoint pathways, such as PDL1 signaling. The fibrotic expansion was a cumulative effect of fibroblast activation and proliferation, modulated by macrophages and cyst-lining epithelial cells.</p><p><strong>Conclusion: </strong>This comprehensive investigation provides valuable insights into the diverse landscapes of the ADPKD microenvironment at single-cell resolution, emphasizing MNPs, T cells, and fibroblasts. The study unveils complex interactions among these cell types, shedding light on an understanding of the immunological aspect of ADPKD and proposing potential therapeutic targets.</p>\",\"PeriodicalId\":17830,\"journal\":{\"name\":\"Kidney Diseases\",\"volume\":\"11 1\",\"pages\":\"302-318\"},\"PeriodicalIF\":3.2000,\"publicationDate\":\"2025-04-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12105836/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Kidney Diseases\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1159/000545663\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q1\",\"JCRName\":\"UROLOGY & NEPHROLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Kidney Diseases","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1159/000545663","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"UROLOGY & NEPHROLOGY","Score":null,"Total":0}
Deciphering Intercellular Communication of the Immune Landscape within Autosomal Dominant Polycystic Kidney Disease Microenvironment at Single-Cell Resolution.
Introduction: Autosomal dominant polycystic kidney disease (ADPKD) is a genetic disorder that often leads to end-stage renal disease, with disease progression deeply influenced by the renal microenvironment. This study aims to unravel the critical cellular types and their intricate interactions within the ADPKD microenvironment.
Methods: Leveraging single-cell transcriptome data from seven ADPKD and three healthy human kidney samples, we systematically dissected the cellular landscape of the ADPKD microenvironment. Our approach included CellChat for cell-cell communication analysis, VISION for pathway enrichment analysis, pySCENIC for regulon activity calculation, and Monocle V3 for pseudotime trajectory construction.
Results: We identified nine major cell lineages, with a notable increase of mononuclear phagocytes (MNPs), T cells, and fibroblasts in the ADPKD microenvironment. These cells collectively orchestrated a distinctive microenvironment, marked by complex intercellular networks. Notably, a specific subset of macrophages exhibited an "M2-like" phenotype, which was driven by IL-10 signaling from M1-like macrophages and contributed to cyst cell proliferation. Immunosuppression was predominantly mediated by CD4+ T cells, activated by macrophages through immune checkpoint pathways, such as PDL1 signaling. The fibrotic expansion was a cumulative effect of fibroblast activation and proliferation, modulated by macrophages and cyst-lining epithelial cells.
Conclusion: This comprehensive investigation provides valuable insights into the diverse landscapes of the ADPKD microenvironment at single-cell resolution, emphasizing MNPs, T cells, and fibroblasts. The study unveils complex interactions among these cell types, shedding light on an understanding of the immunological aspect of ADPKD and proposing potential therapeutic targets.
期刊介绍:
''Kidney Diseases'' aims to provide a platform for Asian and Western research to further and support communication and exchange of knowledge. Review articles cover the most recent clinical and basic science relevant to the entire field of nephrological disorders, including glomerular diseases, acute and chronic kidney injury, tubulo-interstitial disease, hypertension and metabolism-related disorders, end-stage renal disease, and genetic kidney disease. Special articles are prepared by two authors, one from East and one from West, which compare genetics, epidemiology, diagnosis methods, and treatment options of a disease.