bioRxivBioinformaticsPreprint
Landscape of microenvironment in Randall's plaque by single-cell sequencing
Zezhen LiuiD, Xiaolu DuaniD, Xinyuan Sun, Jiehui ZhongiD, Wen ZhongiD, Bang‐Xian Yu, Zhijian ZhaoiD, Zanlin MaiiD, Hongxing LiuiD, Shujue LiiD, Wenqi WuiD, Guohua ZengiD
Abstract
Randalls plaque is significantly associated with the occurrence of nephrolithiasis. However, the microenvironment of Randalls plaque is poorly characterized. To investigate the microenvironment of Randalls plaque, we analyzed single-cell RNA data of 3 Randalls plaque and 3 normal renal papillae tissue and identified 11 different cell types. We screened differentially expressed genes among all cell types between Randalls plaque and normal renal papillae. The microenvironment showed two cell types with multiple stone formation-associated transcriptomic programs. Contrary to previous studies, we did not observe macrophage M1/M2 imbalance. Notably, we detected ossification-associated macrophage is enriched in Randalls plaque and validated GPNMB and ACP5 were potential biomarkers on the ossification-associated macrophage. We also identified an endothelial subset harboring active communication (COL15A1+ PCDH17+ endothelial, DPECs) with other cells. Together with Immunofluorescence, we validated ossification-associated macrophage and DPECs are enriched in Randalls plaque tissue. Finally, cell-to-cell communication revealed that Loop of Henle, DPECs, and osteoblasts-associated macrophages was the main source of SPP1 signaling. Our work will further the understanding of the microenvironment among Randalls plaque tissues and provide deep insight into immune modulation.
- organism: human
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: cell-cell communication
- approach: statistical model
- approach: experimental assay
- Citations
- 2
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Is there a pathological switch that triggers the onset of renal calcification?
Thamarasee M. Jeewandara·bioRxiv·Jan 9, 2025
- A spatially anchored transcriptomic atlas of the human kidney papilla identifies significant immune injury and matrix remodeling in patients with stone disease
Victor Hugo Canela, William S. Bowen, … the Kidney Precision Medicine Project·bioRxiv·Jun 22, 2022
- Kidney medulla macrophages maintain a free flow of urine by sensing force
Rukun He, Zhanghui Huang, … Xiao Z. Shen·bioRxiv·Jul 8, 2026
- sPRR signaling in macrophages via the AT1R/Yap/Taz axis to induce renal fibrosis
Ye Feng, Huaqing Zheng, … Tianxin Yang·bioRxiv·Apr 7, 2026
- A population-scale atlas of blood and tissue in lupus nephritis
Nicholas W. Sugiarto, Siddarth Gurajala, … Soumya Raychaudhuri·bioRxiv·Aug 11, 2025
- Intrarenal myeloid subsets associated with kidney injury are comparable in mice and patients with lupus nephritis
P. Hoover, D. J. Lieb, … A. Davidson·bioRxiv·Jun 24, 2023