Leonie Wagner , Jacob Kujat , Valerie Langhans , Luka Prskalo , Diana Metzke , Emil Grothgar , Paul Freund , Nina Goerlich , Hannah Brand , Sara Timm , Matthias Ochs , Andreas Grützkau , Sabine Baumgart , Christopher M. Skopnik , Adrian Schreiber , Falk Hiepe , Gabriela Riemekasten , Philipp Enghard , Jan Klocke
{"title":"Flow-Cytometric Quantification of Urine Kidney Epithelial Cells Specifically Reflects Tubular Damage in Acute Kidney Diseases","authors":"Leonie Wagner , Jacob Kujat , Valerie Langhans , Luka Prskalo , Diana Metzke , Emil Grothgar , Paul Freund , Nina Goerlich , Hannah Brand , Sara Timm , Matthias Ochs , Andreas Grützkau , Sabine Baumgart , Christopher M. Skopnik , Adrian Schreiber , Falk Hiepe , Gabriela Riemekasten , Philipp Enghard , Jan Klocke","doi":"10.1016/j.ekir.2025.01.037","DOIUrl":null,"url":null,"abstract":"<div><h3>Introduction</h3><div>Tubular injury is one of the main mechanisms driving acute kidney injury (AKI); however, clinicians still have a limited diagnostic repertoire to precisely monitor damage to tubular epithelial cells (TECs). In our previous study, we used single-cell sequencing to identify TEC subsets as the main components of the urine signature of AKI. This study aimed to establish TECs as clinical markers of tubular damage.</div></div><div><h3>Methods</h3><div>A total of 243 patients were analyzed. For sequencing, we collected 8 urine samples from patients with AKI and glomerular disease. We developed a protocol for the flow cytometric quantification of CD10/CD13<sup>+</sup> proximal TECs (PTECs) and CD227/CD326<sup>+</sup> distal TECs (DTECs) in urine by aligning urinary single-cell transcriptomes and TEC surface proteins using Cellular Indexing of Transcriptome and Epitope Sequencing (CITE-Seq). Marker combinations were confirmed in kidney biopsies. We validated our approach in 4 cohorts of 235 patients as follows: patients with AKI (<em>n</em> = 63), COVID-19 infection (<em>n</em> = 47), antineutrophil cytoplasmic autoantibody (ANCA)–associated vasculitis (AAV) with active disease or stable remission (<em>n</em> = 110), and healthy controls (<em>n</em> = 15).</div></div><div><h3>Results</h3><div>Our findings demonstrated that CD10/CD13 and CD227/CD326 adequately identified PTECs and DTECs, respectively. Distal urinary TEC counts correlate with the severity of AKI based on Kidney Disease: Improving Global Outcomes (KDIGO) stage and acute estimated glomerular filtration rate (GFR) loss in 2 separate cohorts and can successfully discriminate AKI from healthy controls and glomerular disease.</div></div><div><h3>Conclusion</h3><div>We propose that urinary CD227/CD326<sup>+</sup> TEC count is a specific, noninvasive marker for tubular injury in AKI. Our protocol provides a basis for a deeper phenotypic analysis of urinary TECs.</div></div>","PeriodicalId":17761,"journal":{"name":"Kidney International Reports","volume":"10 4","pages":"Pages 1260-1273"},"PeriodicalIF":5.7000,"publicationDate":"2025-04-01","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/S2468024925000622","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"UROLOGY & NEPHROLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Introduction
Tubular injury is one of the main mechanisms driving acute kidney injury (AKI); however, clinicians still have a limited diagnostic repertoire to precisely monitor damage to tubular epithelial cells (TECs). In our previous study, we used single-cell sequencing to identify TEC subsets as the main components of the urine signature of AKI. This study aimed to establish TECs as clinical markers of tubular damage.
Methods
A total of 243 patients were analyzed. For sequencing, we collected 8 urine samples from patients with AKI and glomerular disease. We developed a protocol for the flow cytometric quantification of CD10/CD13+ proximal TECs (PTECs) and CD227/CD326+ distal TECs (DTECs) in urine by aligning urinary single-cell transcriptomes and TEC surface proteins using Cellular Indexing of Transcriptome and Epitope Sequencing (CITE-Seq). Marker combinations were confirmed in kidney biopsies. We validated our approach in 4 cohorts of 235 patients as follows: patients with AKI (n = 63), COVID-19 infection (n = 47), antineutrophil cytoplasmic autoantibody (ANCA)–associated vasculitis (AAV) with active disease or stable remission (n = 110), and healthy controls (n = 15).
Results
Our findings demonstrated that CD10/CD13 and CD227/CD326 adequately identified PTECs and DTECs, respectively. Distal urinary TEC counts correlate with the severity of AKI based on Kidney Disease: Improving Global Outcomes (KDIGO) stage and acute estimated glomerular filtration rate (GFR) loss in 2 separate cohorts and can successfully discriminate AKI from healthy controls and glomerular disease.
Conclusion
We propose that urinary CD227/CD326+ TEC count is a specific, noninvasive marker for tubular injury in AKI. Our protocol provides a basis for a deeper phenotypic analysis of urinary TECs.
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.