# Single-nucleus and spatial transcriptomics reveal intestinal cellular heterogeneity, differentiation, and cell communication mechanisms in SAP-induced intestinal injury

**Authors:** Lechang Zhang, Changqin Xu, Tong Su, Tong Xiao, Xu Yi, Yuemin Feng, Jing Wang, Shulei Zhao

PMC · DOI: 10.3389/fimmu.2026.1719902 · Frontiers in Immunology · 2026-01-30

## TL;DR

This study uses advanced sequencing techniques to uncover how severe pancreatitis causes intestinal injury by altering cell composition and communication.

## Contribution

The study integrates single-nucleus and spatial transcriptomics to reveal spatially organized intestinal remodeling and signaling changes in SAP.

## Key findings

- SAP leads to a reduction in intestinal stem cells and an increase in enterocytes and immune cells.
- Spatial transcriptomics identified a significant decrease in Paneth cells and increased fat and macrophage cells in SAP.
- FN1 signaling and reduced Hmga2/Myb activity in stem cells are key mechanisms in SAP-induced intestinal injury.

## Abstract

Acute pancreatitis (AP) ranges from mild to severe, and severe disease frequently causes multi-organ damage, with intestinal injury being a major complication. The mechanisms underlying SAP-induced intestinal injury remain unclear, particularly regarding spatial cellular reorganization and functional interactions.

This study constructed a severe acute pancreatitis (SAP) rat model and employed single-nucleus RNA sequencing (snRNA-seq) and spatial transcriptome sequencing (stRNA-seq) technologies to systematically analyze the dynamic changes in intestinal cellular composition, spatial distribution, and function during SAP-induced intestinal injury.

snRNA-seq identified 18 major ileal cell populations spanning epithelial, immune, stem/TA, and stromal compartments. SAP was associated with compositional remodeling characterized by downward trends in Lgr5+/Olfm4+ stem cells, TA1, goblet cells, and Paneth cells, with a reciprocal increase in enterocytes, although most proportion changes did not reach statistical significance at the animal level. Spatial transcriptomics independently captured SAP-associated tissue remodeling, including a significant reduction in Paneth cells accompanied by increases in fat cells, macrophages, goblet cells, and TA2 cells. Across epithelial lineages, SAP induced a transcriptional shift toward immune interaction with up-regulation of antigen presentation–related genes (e.g., Cd74) and down-regulation of antimicrobial/barrier effectors (e.g., Defa24, Pla2g2a, Dmbt1), which was corroborated by spatial expression patterns and spatially variable gene programs enriched for host defense responses. Pseudotime analysis suggested a redistribution of epithelial states along the stem/TA-to-enterocyte continuum, with relative depletion of early states and expansion of enterocyte-dominant states in SAP. CellChat analysis revealed globally intensified intercellular communication and nominated FN1 as the pathway with the highest differential information flow, with Lgr5+ stem cells predicted as prominent FN1 senders targeting enterocytes and smooth muscle cells. SCENIC identified reduced activity and expression of Hmga2/Myb regulons in stem compartments, and immunofluorescence showed decreasing trends in Hmga2/Myb-positive Olfm4+ and Lgr5+ stem cells in SAP.

Integrated single-nucleus and spatial transcriptomics reveal that SAP is accompanied by spatially organized ileal remodeling, epithelial immune-interacting rewiring, and altered neighborhood architecture, together with an ECM-centered FN1 signaling axis and attenuated Hmga2/Myb-associated regulatory programs in stem compartments. These findings provide a spatially informed cellular framework and generate testable hypotheses for mechanisms underlying impaired epithelial regeneration during SAP-associated intestinal injury.

## Linked entities

- **Genes:** LGR5 (leucine rich repeat containing G protein-coupled receptor 5) [NCBI Gene 8549], OLFM4 (olfactomedin 4) [NCBI Gene 10562], CD74 (CD74 molecule) [NCBI Gene 972], Defa24 (defensin alpha 24) [NCBI Gene 290856], PLA2G2A (phospholipase A2 group IIA) [NCBI Gene 5320], DMBT1 (deleted in malignant brain tumors 1) [NCBI Gene 1755], FN1 (fibronectin 1) [NCBI Gene 2335], HMGA2 (high mobility group AT-hook 2) [NCBI Gene 8091], MYB (MYB proto-oncogene, transcription factor) [NCBI Gene 4602]
- **Diseases:** Acute pancreatitis (MONDO:0006515)
- **Species:** Rattus norvegicus (taxon 10116)

## Full-text entities

- **Genes:** Fn1 (fibronectin 1) [NCBI Gene 25661] {aka FIBNEC, fn-1}, Lgr5 (leucine rich repeat containing G protein coupled receptor 5) [NCBI Gene 299802] {aka Gpr49}, Hmga2 (high mobility group AT-hook 2) [NCBI Gene 84017] {aka Hmgic}, Cd74 (CD74 molecule) [NCBI Gene 25599] {aka INVG34}, Pla2g2a (phospholipase A2 group IIA) [NCBI Gene 29692] {aka sPLA2}, Defa24 (defensin alpha 24) [NCBI Gene 290856] {aka Defcr24, Defcr4, Rd5, defensin 6, defensin 7, defensin-5}, Olfm4 (olfactomedin 4) [NCBI Gene 290409], Dmbt1 (deleted in malignant brain tumors 1) [NCBI Gene 170568] {aka Crpd, Dbmt1}
- **Diseases:** multi-organ damage (MESH:D000092124), intestinal injury (MESH:D007410), SAP (MESH:D045169), AP (MESH:D010195)
- **Species:** Rattus norvegicus (brown rat, species) [taxon 10116]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12901460/full.md

## References

43 references — full list in the complete paper: https://tomesphere.com/paper/PMC12901460/full.md

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Source: https://tomesphere.com/paper/PMC12901460