# Activated Human Pancreatic Stellate Cells SignatureCommunication in Type 1 Diabetes

**Authors:** Gongxin Yu, Alejandra M Petrilli, Carley Glass, Yury Nunez Lopez, Richard E Pratley, Anna Casu

PMC · DOI: 10.21203/rs.3.rs-8704281/v1 · Research Square · 2026-02-04

## TL;DR

This study explores how activated pancreatic stellate cells communicate in type 1 diabetes, revealing new signaling patterns that could lead to better treatments.

## Contribution

The study identifies novel intercellular communication signatures involving activated pancreatic stellate cells in type 1 diabetes.

## Key findings

- Activated pancreatic stellate cells show increased communication in T1D compared to controls.
- Upregulated signaling pathways include TGFB, FGF, CXCL, ANGPTL, and NGF.
- PTN signaling from activated pancreatic stellate cells is reduced in T1D.

## Abstract

Type 1 diabetes (T1D) is an autoimmune disease resulting in the destruction of pancreatic β-cells leading to insulin deficiency and hyperglycemia. Single cell transcriptomic analysis of human islets demonstrated profound β-cell changes and revealed heterogeneity in endocrine and exocrine cells in T1D. Pancreatic stellate cells (PSCs), the resident mesenchymal cells of the pancreas, regulate extracellular matrix homeostasis and drive fibrosis in aging, pancreatitis, and pancreatic cancer. By secreting cytokines and growth factors, PSCs contribute to local immunity and inflammation that affect pancreatic exocrine and endocrine functions. However, cell-cell communication from single cell transcriptomics analyzing the role of PSCs in T1D has not been explored.

We analyzed single-cell RNA sequencing data from human pancreatic islets of 20 donors with and without T1D from the Human Pancreas Analysis Program database using the CellChat R package, focusing on activated-PSCs (aPSCs) signaling pathways. In addition, we performed aPSCs differential expression gene and gene set enrichment analyses.

CellChat analysis revealed aPSCs demonstrated major changes increasing the number and strength of cellular communications in T1D compared to control pancreata. Signaling pathways upregulated in cell-to-cell communication involving aPSCs include TGFB, FGF, CXCL, ANGPTL, and NGF, and their respective ligands TGFB1/3, FGF7, CXCL12, ANGPTL4 and NGF. In contrast, PTN signaling from aPSCs was blunted in T1D.

Our study revealed novel intercellular communication signatures involving aPSCs in T1D. Identification of the changes in cellular communication between aPSCs and other cells in T1D suggest a role in T1D pathogenesis or progression which might lead to the development of novel therapeutics.

## Linked entities

- **Genes:** TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040], TGFB3 (transforming growth factor beta 3) [NCBI Gene 7043], FGF7 (fibroblast growth factor 7) [NCBI Gene 2252], CXCL12 (C-X-C motif chemokine ligand 12) [NCBI Gene 6387], ANGPTL4 (angiopoietin like 4) [NCBI Gene 51129], NGF (nerve growth factor) [NCBI Gene 4803], PTN (pleiotrophin) [NCBI Gene 5764]
- **Diseases:** Type 1 diabetes (MONDO:0005147), pancreatitis (MONDO:0004982), pancreatic cancer (MONDO:0005192)
- **Species:** Homo sapiens (taxon 9606)

## Full-text entities

- **Genes:** CXCL12 (C-X-C motif chemokine ligand 12) [NCBI Gene 6387] {aka IRH, PBSF, SCYB12, SDF1, TLSF, TPAR1}, FGF7 (fibroblast growth factor 7) [NCBI Gene 2252] {aka HBGF-7, KGF}, NGF (nerve growth factor) [NCBI Gene 4803] {aka Beta-NGF, HSAN5, NGFB}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, PTN (pleiotrophin) [NCBI Gene 5764] {aka HARP, HB-GAM, HBBM, HBGF-8, HBGF8, HBNF}, ANGPTL4 (angiopoietin like 4) [NCBI Gene 51129] {aka ARP4, FIAF, HARP, HFARP, NL2, PGAR}
- **Diseases:** inflammation (MESH:D007249), insulin deficiency (MESH:D007333), T1D (MESH:D003922), pancreatitis (MESH:D010195), fibrosis (MESH:D005355), autoimmune disease (MESH:D001327), pancreatic cancer (MESH:D010190), hyperglycemia (MESH:D006943)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12889841/full.md

## References

109 references — full list in the complete paper: https://tomesphere.com/paper/PMC12889841/full.md

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Source: https://tomesphere.com/paper/PMC12889841