bioRxivImmunologyPreprint
Mapping spatially-resolved transcriptomes in systemic sclerosis
Zhijian LiiD, Aleix Rius RigauiD, Wenjie XieiD, Linlin Huang, Xian ShaoiD, Yinan LiiD, Alexandru-Emil Matei, Wenjing Ye, Hejian Zou, Luca PinelloiD, Jörg H. W. DistleriD, Rui HeiD, Minrui LiangiD
Abstract
Systemic sclerosis (SSc) is a prototypical fibrotic disease with high mortality and limited treatment options. Despite advances in single-cell RNA sequencing (scRNA-seq), the comprehensive understanding of cellular heterogeneity and cell-cell interaction within the fibrogenesis microenvironment remains limited. We generated spatially resolved transcriptome maps from healthy and SSc skin and built a scRNA-seq atlas to map the single-cell data to spatial space. This enabled us to identify a fibrotic niche, enriched with fibroblasts and macrophages, which is significantly expanded in SSc and correlated with clinical outcome. We revealed disease-specific cell states of fibroblasts and macrophages, and evaluated their spatial dependency on other cell types. We identified selective expression of ACKR3 in fibroblast progenitors that diminishes with SSc progression, which may serve to regulate CXCL12/CXCR4-mediated macrophage recruitment and fibrotic remodeling. Together, we provided an in-depth description at cellular and spatial levels of fine-tuned regulatory events occurring in SSc, offering spatiotemporal insights. One Sentence SummaryIntegrated spatial omics provide insight into the cellular and transcriptional landscape in spatially distinct microenvironments, which may drive fibrosis progression in SSc.
- organism: human
- assay: spatial transcriptomics
- assay: scRNA-seq
- research focus: cell-cell communication
- research focus: spatial domain detection
- approach: deep learning
- approach: statistical model
- Citations
- 1
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
- Spatially informed phenotyping by cyclic-in-situ-hybridization identifies novel fibroblast populations and their pathogenic niches in systemic sclerosis
Yinan Li, Tim Filla, … Alexandru‐Emil Matei·Annals of the Rheumatic DiseasesPeer-reviewed·Jul 2, 2025
- Myofibroblast transcriptome indicates SFRP2+ fibroblast progenitors in systemic sclerosis skin
T. Tabib, M. A. Huang, … R. Lafyatis·bioRxiv·Apr 30, 2021
- Development of a multi-organ single-cell atlas of systemic sclerosis reveals shared and tissue-specific pathogenic pathways.
Cristian Iperi, Celina Geiß, … Muriel Elhaï·bioRxiv·Oct 31, 2026
- Single-cell epigenomic dysregulation of Systemic Sclerosis fibroblasts via CREB1/EGR1 axis in self-assembled human skin equivalents
Tamar R. Abel, Noelle N. Kosarek, … Michael L. Whitfield·bioRxiv·Mar 22, 2024
- 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
- 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