Spatially informed phenotyping by cyclic-in-situ-hybridization identifies novel fibroblast populations and their pathogenic niches in systemic sclerosis
Yinan LiiD, Tim FillaiD, Andrea‐Hermina GyörfiiD, Minrui LiangiD, Veda DevakumariD, Alexandru MicuiD, Hongtao Chai, Christina BergmanniD, Ann‐Christin PecheriD, Jörg HenesiD, Pia MoinzadehiD, Suzan Al-GburiiD, Thomas M. KriegiD, Alexander KreuteriD, Jiucun WangiD, Georg Andreas SchettiD, Bernhard HomeyiD, Sascha DietrichiD, Jörg H. W. DistleriD, Alexandru‐Emil MateiiD
Abstract
Spatially non-resolved transcriptomic data identified functionally distinct populations of fibroblasts in health and disease. However, in-depth transcriptional profiling in situ at single-cell resolution has not been possible so far. Here, we studied fibroblast populations in the skin of SSc patients and healthy individuals using cyclic in situ hybridization (cISH) as a novel approach for spatially-resolved transcriptional phenotyping with subcellular resolution. cISH deconvoluted the heterogeneity of 20,979 cells including 3,764 fibroblasts (FB). BANKSY-based spatially-informed clustering identified nine FB subpopulations, with SFRP2+ RetD FB and CCL19+ nonPV FB as novel subpopulations that reside in specific cellular niches and display unique gene expression profiles. SFRP2+ RetD FB and CCL19+ nonPV FB as well as COL8A1+ FB, display altered frequencies in SSc skin and play specific, disease-promoting roles for extracellular matrix release and leukocyte recruitment as revealed by their transcriptional profile, their cellular interactions and ligand-receptor analyses. The frequencies of COL8A1+ FB and their interactions with monocytic cells and B cells are associated with progression of skin fibrosis in SSc. In summary, our spatially-resolved transcriptomic approach identified novel fibroblast subpopulations deregulated in SSc skin with specific pathogenic roles, some of which may potentially serve as biomarkers for progression of skin fibrosis.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 11
- FWCI
- 6.61
- Field percentile
- top 3%
- Organism
- Assay
- Research Focus
- Approach
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
- Mapping spatially-resolved transcriptomes in systemic sclerosis
Zhijian Li, Aleix Rius Rigau, … Minrui Liang·bioRxiv·Jan 14, 2025
- A single cell and spatial genomics atlas of human skin fibroblasts in health and disease
Lloyd Steele, Bayanne Olabi, … Muzlifah A. Haniffa·Nature ImmunologyPeer-reviewed·Sep 24, 2025
- Myofibroblast transcriptome indicates SFRP2+ fibroblast progenitors in systemic sclerosis skin
T. Tabib, M. A. Huang, … R. Lafyatis·bioRxiv·Apr 30, 2021
- Homeostatic fibroblast niche collapse in clinically uninvolved skin marks a pre-fibrotic stage of systemic sclerosis
Alex Hu, Lin Wei Tung, … Peter J Morawski·bioRxiv·Nov 6, 2026
- Transcriptional and spatial profiling of fibroblasts from human lungs highlights CTHRC1+ cells as fibrogenic signaling hubs in fibrosis
Natalia Vanegas-Avendaño, H. Chen, … Mauricio M. Rojas·bioRxiv·Apr 10, 2026
- Conserved Fibroblast Subsets Drive Shared Fibrotic Mechanisms in Osteoarthritis Synovium and Systemic Sclerosis Skin
Aanya Mohan, Michael D. Newton, … Tristan Maerz·bioRxiv·Oct 6, 2026