Landscape of microenvironment in Randall's plaque by single-cell sequencing
Liu, Z.; Duan, X.; Sun, X.; Zhong, J.; Zhong, W.; Yu, B.; Zhao, Z.; Mai, Z.; Liu, H.; Li, S.; Wu, W.; Zeng, G.
Show 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.
Matching journals
The top 11 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Mice with renal-specific alterations of stem cell-associated signaling develop symptoms of chronic kidney disease but surprisingly no tumors 96%
- Detection of infiltrating fibroblasts by single-cell transcriptomics in human kidney allografts 94%
- Reconstruction of the urinary tract at the appropriate time reduces fibrosis of the metanephros in rats as judged by imaging 94%
Similar papers in this journal
- Single cell RNA sequencing reveals differential cell cycle activity in key cell populations during nephrogenesis 96%
- Glomerular spatial transcriptomics of IgA nephropathy according to the presence of mesangial proliferation 95%
- Gucy1α1 specifically marks kidney, heart, lung and liver fibroblasts 94%
Similar papers in this journal
- Single-cell RNA sequencing reveals mRNA splice isoform switching during kidney development 96%
- Integrin alpha1 beta1 promotes interstitial fibrosis in a mouse model of polycystic kidney disease 96%
- Proximal tubule cells contribute to the thin descending limb of the loop of Henle during mouse kidney development 95%
Similar papers in this journal
- Human iPSC-derived renal cells change their immunogenic properties during maturation: Implications for regenerative therapies 95%
- Derivation of the immortalized cell line-UM51-PrePodo-hTERT and its responsiveness to Angiotensin II and activation of RAAS 95%
- Alterations in protein translation and carboxylic acid catabolic processes in diabetic kidney disease 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.