# Single-cell RNA sequencing reveals the role of immunoinflammatory cells in the progression of renal tubulointerstitial fibrosis

**Authors:** Xiaoqin Ye, Youcai Xu, Shanshan Wu, Yu Peng, Liwen Gao, Xi Huang, Lingfei Lu, Jiandong Lu, Xinhui Liu

PMC · DOI: 10.1371/journal.pone.0337092 · PLOS One · 2025-11-21

## TL;DR

This study uses single-cell RNA sequencing to show how immune cells contribute to kidney fibrosis in mice, identifying key cell types and signaling pathways involved in disease progression.

## Contribution

The study provides new insights into the specific immunoinflammatory cell subsets and their gene expression patterns that drive renal tubulointerstitial fibrosis.

## Key findings

- The proportion of T and NK cells, neutrophils, and mononuclear phagocyte cells increased in UUO-induced TIF.
- Macrophages_Arg1 subset showed high activity in extracellular matrix remodeling and inflammation.
- Key gene pairs like CXCL6-CXCR1 and TNF-TNFRSF1A were identified in interactions between fibroblasts and immunoinflammatory cells.

## Abstract

Renal tubulointerstitial fibrosis (TIF) is an independent risk factor for chronic kidney disease (CKD) progression and prognosis. It is known that immunoinflammatory cell infiltration plays a crucial role in TIF development and progression. However, what types of immunoinflammatory cells and by what means they promote TIF have not been fully clarified. In this study, mice models of unilateral ureteral obstruction (UUO) in which the left ureters were ligated for 3, 7, and 14 days, respectively, were used to simulate different levels of TIF severity. Single-cell RNA sequencing (scRNA-seq) was performed to characterize the immunoinflammatory cells in the kidneys of mice in each group. The results showed that the degree of renal pathological injury and expression level of fibrosis-related proteins increased over time in the UUO groups. Compared with the sham group, the proportion of T and NK cells, neutrophils, and mononuclear phagocyte cells was elevated in the kidney of UUO mice. Except for a decrease in the UUO7d group, the proportion of B cells did not differ notably between groups. The proportion of NaiveB_Ccl4 subset increased significantly in all UUO groups, and its up-regulated genes were mainly enriched in toll-like receptor signaling. The proportions of CD8Teff_Arhgap15, GDTCells_Trdc, HelperT_Tnf, and Treg_Foxp3 subsets were also significantly increased in all UUO groups, and their up-regulated genes were mainly enriched in NF-kappa B and TNF signaling. Neutrophils-4 subset was located at the terminal of neutrophil differentiation and mainly activated cytokine production and mitochondrial autophagy. Notably, the Macrophages_Arg1 subset had high scores in extracellular matrix remodeling, pro-angiogenesis, pro-inflammation, and immune regulation. Moreover, interactions between fibroblasts and immunoinflammatory cells increased with prolonged UUO time, with the strongest interactions with macrophages. When fibroblasts acted as ligand cells, the important interacting gene pairs with immunoinflammatory cells were CXCL6-CXCR1, APP-CD74, CX3CL1-CX3CR1, and THBS1-CD36, whereas when fibroblasts acted as receptor cells, the important interacting gene pairs with immunoinflammatory cells were TYROBP-CD44, TNF-TNFRSF1A, LGALS3-MERTK, PDGFA/B-PDGFRA, OSM-OSMR, and DKK2-LRP6. Overall, this study revealed the dynamic changes of immunoinflammatory cells and their interactions with fibroblasts in the kidneys during the UUO-induced TIF process.

## Linked entities

- **Genes:** CCL4 (C-C motif chemokine ligand 4) [NCBI Gene 6351], ARHGAP15 (Rho GTPase activating protein 15) [NCBI Gene 55843], TRDC (T cell receptor delta constant) [NCBI Gene 28526], TNF (tumor necrosis factor) [NCBI Gene 7124], FOXP3 (forkhead box P3) [NCBI Gene 50943], CXCR1 (C-X-C motif chemokine receptor 1) [NCBI Gene 3577], CD74 (CD74 molecule) [NCBI Gene 972], CX3CR1 (C-X3-C motif chemokine receptor 1) [NCBI Gene 1524], CD36 (CD36 molecule (CD36 blood group)) [NCBI Gene 948], CD44 (CD44 molecule (IN blood group)) [NCBI Gene 960], TNFRSF1A (TNF receptor superfamily member 1A) [NCBI Gene 7132], MERTK (MER proto-oncogene, tyrosine kinase) [NCBI Gene 10461], PDGFRA (platelet derived growth factor receptor alpha) [NCBI Gene 5156], OSMR (oncostatin M receptor) [NCBI Gene 9180], LRP6 (LDL receptor related protein 6) [NCBI Gene 4040]
- **Proteins:** CXCL6 (C-X-C motif chemokine ligand 6), APP (amyloid beta precursor protein), CX3CL1 (C-X3-C motif chemokine ligand 1), THBS1 (thrombospondin 1), TYROBP (transmembrane immune signaling adaptor TYROBP), TNF (tumor necrosis factor), LGALS3 (galectin 3), pdgfab (platelet-derived growth factor alpha polypeptide b), OSM (oncostatin M), DKK2 (dickkopf Wnt signaling pathway inhibitor 2)
- **Diseases:** chronic kidney disease (MONDO:0005300)
- **Species:** Mus musculus (taxon 10090)

## Full-text entities

- **Genes:** Dkk2 (dickkopf WNT signaling pathway inhibitor 2) [NCBI Gene 56811], Thbs1 (thrombospondin 1) [NCBI Gene 21825] {aka TSP-1, TSP1, Thbs-1, tbsp1}, Cx3cr1 (C-X3-C motif chemokine receptor 1) [NCBI Gene 13051] {aka mCX3CR1}, Pdgfra (platelet derived growth factor receptor, alpha polypeptide) [NCBI Gene 18595] {aka CD140a, Pdgfr-2}, Mertk (MER proto-oncogene tyrosine kinase) [NCBI Gene 17289] {aka Eyk, Mer, Nyk, nmf12}, Cxcl5 (C-X-C motif chemokine ligand 5) [NCBI Gene 20311] {aka AMCF-II, Cxcl6, ENA-78, GCP-2, LIX, Scyb5}, Ccl4 (C-C motif chemokine ligand 4) [NCBI Gene 20303] {aka AT744.1, Act-2, MIP-1B, Mip1b, Scya4}, Tnfrsf1a (tumor necrosis factor receptor superfamily, member 1a) [NCBI Gene 21937] {aka CD120a, FPF, TNF-R, TNF-R-I, TNF-R1, TNF-R55}, Osm (oncostatin M) [NCBI Gene 18413] {aka OncoM}, Tyrobp (TYRO protein tyrosine kinase binding protein) [NCBI Gene 22177] {aka DAP12, KARAP, Ly83}, Nfkb1 (nuclear factor of kappa light polypeptide gene enhancer in B cells 1, p105) [NCBI Gene 18033] {aka NF-KB1, NF-kappaB, NF-kappaB1, p105, p50, p50/p105}, Lrp6 (low density lipoprotein receptor-related protein 6) [NCBI Gene 16974] {aka C030016K15Rik, Cd, Gw, ska26, ska<m26Jus>, skax26}, Cd74 (CD74 antigen (invariant polypeptide of major histocompatibility complex, class II antigen-associated)) [NCBI Gene 16149] {aka CLIP, DHLAG, HLADG, Ia-GAMMA, Ii}, Lgals3 (lectin, galactose binding, soluble 3) [NCBI Gene 16854] {aka GBP, L-34, Mac-2, gal3}, Cxcr1 (C-X-C motif chemokine receptor 1) [NCBI Gene 227288] {aka Il8ra}, Osmr (oncostatin M receptor) [NCBI Gene 18414] {aka OSMRB}, Arhgap15 (Rho GTPase activating protein 15) [NCBI Gene 76117] {aka 5830480G12Rik}, Foxp3 (forkhead box P3) [NCBI Gene 20371] {aka JM2, scurfin, sf}, Cd44 (CD44 antigen) [NCBI Gene 12505] {aka HERMES, Ly-24, Pgp-1}, Cx3cl1 (C-X3-C motif chemokine ligand 1) [NCBI Gene 20312] {aka ABCD-3, CX3C, Cxc3, D8Bwg0439e, FK, Scyd1}, Tnf (tumor necrosis factor) [NCBI Gene 21926] {aka DIF, TNF-a, TNF-alpha, TNFSF2, TNFalpha, Tnfa}
- **Diseases:** CKD (MESH:D051436), inflammation (MESH:D007249), Renal tubulointerstitial fibrosis (OMIM:162000), TIF (MESH:D005355), UUO (MESH:D014517), renal pathological injury (MESH:D007674)
- **Chemicals:** UUO7d (-)
- **Species:** Mus musculus (house mouse, species) [taxon 10090]
- **Cell lines:** fibroblasts — Mus musculus (Mouse), Spontaneously immortalized cell line (CVCL_0594)

## Full text

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## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12637933/full.md

## References

43 references — full list in the complete paper: https://tomesphere.com/paper/PMC12637933/full.md

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Source: https://tomesphere.com/paper/PMC12637933