Related Experiment Video
Updated: Aug 2, 2026

Phenotypic Characterization of Macrophages from Rat Kidney by Flow Cytometry
Published on: October 18, 2016
Urinary single-cell sequence analysis of the urinary macrophage in different outcomes of membranous nephropathy
Xi Liu1, Yu Zhao2, Yangyang Niu1
1Department of Nephrology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China.
Background:
Great progress has been made in the diagnosis and treatment of membranous nephropathy (MN). However, a significant number of patients do not respond to immunosuppressive therapy and eventually progress to end-stage kidney disease. To investigate the mechanism of different outcome of MN, we performed single-cell sequencing to analyze the urine cells of patients with and without complete remission of MN.
Methods:
Urine single-cell RNA sequencing was performed on 12 healthy controls (HC) and 15 patients with MN. The patients were divided into a complete remission group (CR, n = 9) and a no remission group (NR, n = 6).
Results:
(i) Macrophages were the largest group in urine cells, comprising 48.02%, 68.96% and 20.95% in the HC, CR and NR groups, respectively. (ii) Urinary macrophages expressing FIColin-1 and S100 calcium-binding protein A8 were mainly found in the HC and CR groups, indicating that they were derived from bone marrow and peripheral blood, while the urinary macrophages expressing the regulator of G-protein signaling 1 (RGS1) and HLA-DPA1, mainly found in the NR group, were derived from renal resident macrophages. (iii) In healthy adults, urine macrophages expressed the metallothionein family, indicating that they can regulate anti-inflammatory and proinflammatory functions bidirectionally. In the CR group, the urine macrophages showed strong proinflammatory properties. In the NR group, the urinary macrophages mainly associated with the level of proteinuria and the impaired renal function.
Conclusions:
Our study firstly delineated the differences in urinary cell maps between healthy individuals and MN patients with CR or NR outcomes. Not only the origin but also the function of urine macrophages were different in the HC, CR and NR groups.
Insights
Urinary macrophage origins and functions differ in membranous nephropathy (MN) patients. This study reveals distinct macrophage profiles in complete remission (CR) versus no remission (NR) groups, offering insights into MN progression.
Area of Science:
- Nephrology
- Immunology
- Single-cell genomics
Background:
- Membranous nephropathy (MN) patients often show poor response to immunosuppressive therapy, leading to end-stage kidney disease.
- Understanding the mechanisms behind varied MN patient outcomes is crucial for improving treatment strategies.
Purpose of the Study:
- To investigate the distinct mechanisms underlying different outcomes in membranous nephropathy (MN).
- To analyze urine cells from MN patients with complete remission (CR) and no remission (NR) using single-cell sequencing.
Main Methods:
- Single-cell RNA sequencing was performed on urine samples from 15 MN patients (9 CR, 6 NR) and 12 healthy controls (HC).
- Analysis focused on identifying differences in cell populations, origins, and functions, particularly macrophages.
Main Results:
- Macrophages were the predominant cell type in urine across all groups.
- Urinary macrophages in healthy controls (HC) and CR patients originated from bone marrow/peripheral blood, expressing specific markers.
- Macrophages in NR patients were linked to renal resident origins, proteinuria, and impaired kidney function, expressing different markers like RGS1 and HLA-DPA1.
Conclusions:
- This study provides the first detailed urinary cell landscape differentiating healthy individuals from MN patients with varying remission statuses.
- Significant differences in the origin and function of urinary macrophages were observed between HC, CR, and NR groups.
- These findings highlight the potential role of urinary macrophage profiles in predicting MN patient outcomes.
Related Concept Videos
Urine Studies I: Urinalysis
Microbiota of the Urogenital Tract

