Single cell mapping of the metabolic landscape of skin fibrosis in systemic sclerosis
Devakumar, V.; Li, Y.-N.; Filla, T.; Rigau, A. R.; Gyorfi, A.-H.; Tuemerdem, B. S.; Neelagar, R.; Liang, M.; Bergmann, C.; Schett, G.; Distler, J. H. W.; Matei, A.-E.
Show abstract
AbstractTissue resident cells undergo metabolic reprogramming during fibrotic tissue remodeling to meet their changing metabolic demands required for extracellular matrix production and phenotypic transitions in fibrosis. However, the metabolic reprogramming in fibrotic tissues has not yet been explored at single cell level with spatial resolution. Moreover, the spatial organization of metabolic niches in fibrotic tissues remains understudied. To address these gaps, we used imaging mass cytometry (IMC) and characterized the metabolic regulome, indicative of the activity in several key metabolic pathways in systemic sclerosis (SSc) as a prototypic systemic fibrotic disease. We identified a distinct metabolically active profile with high activity of glycolysis, TCA/OXPHOS, hypoxia and ROS signaling in fibroblasts, endothelial cells and macrophages in SSc patients with progressive skin fibrosis. These metabolic profiles are associated with expression of markers of profibrotic activation. Metabolically active fibroblasts might shape their microenvironment to induce a similar metabolic phenotype in neighboring endothelial cells and macrophages, facilitating profibrotic interactions. Consistently, specific interactions between metabolically defined, activated cell subsets are associated with the extent or progression of skin fibrosis. Thus, interfering with these metabolic niches might provide therapeutic opportunities in fibrotic diseases.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- T cells promote distinct transcriptional programs of cutaneous inflammatory disease in keratinocytes and dermal fibroblasts 95%
- The Beta secretase BACE1 drives fibroblasts activation in Systemic Sclerosis through the APP/Beta-catenin/Notch signalling axis 94%
- Single-cell RNA-seq reveals lineage-specific regulatory changes of fibroblasts and vascular endothelial cells in keloid 94%
Similar papers in this journal
- Activation of JUN in fibroblasts promotes pro-fibrotic programme and modulates protective immunity 95%
- Cancer associated fibroblast subtypes modulate the tumor-immune microenvironment and are associated with skin cancer malignancy 95%
- Mapping the molecular and structural specialization of the skin basement membrane for inter-tissue interactions 94%
Similar papers in this journal
- Nuclear receptor subfamily 4A signaling as a key disease pathway of CD1c+ dendritic cell dysregulation in systemic sclerosis 95%
- Serum proteome analysis of systemic JIA and related pulmonary alveolar proteinosis identifies distinct inflammatory programs 93%
- Functional genomics in primary T cells and monocytes identifies mechanisms by which genetic susceptibility loci influence systemic sclerosis risk 93%
Similar papers in this journal
- Tertiary Lymphoid Structures Sustain Cutaneous B cell Activity in Hidradenitis Suppurativa 95%
- Radioproteomics stratifies molecular response to antifibrotic treatment in pulmonary fibrosis 94%
- Loss of Fas-signaling in pro-fibrotic fibroblasts impairs homeostatic fibrosis resolution and promotes persistent pulmonary fibrosis 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.