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Published in: Journal of Translational Medicine 1/2024

Open Access 01-12-2024 | Acute Pancreatitis | Research

The integration of single-cell and bulk RNA-seq atlas reveals ERS-mediated acinar cell damage in acute pancreatitis

Authors: Kaige Yang, Rongli Xie, Guohui Xiao, Zhifeng Zhao, Min Ding, Tingyu Lin, Yiu Sing Tsang, Ying Chen, Dan Xu, Jian Fei

Published in: Journal of Translational Medicine | Issue 1/2024

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Abstract

Background

Acute pancreatitis (AP) is a clinically common acute abdominal disease, whose pathogenesis remains unclear. The severe patients usually have multiple complications and lack specific drugs, leading to a high mortality and poor outcome. Acinar cells are recognized as the initial site of AP. However, there are no precise single-cell transcriptomic profiles to decipher the landscape of acinar cells during AP, which are the missing pieces of jigsaw we aimed to complete in this study.

Methods

A single-cell sequencing dataset was used to identify the cell types in pancreas of AP mice and to depict the transcriptomic maps in acinar cells. The pathways’ activities were evaluated by gene sets enrichment analysis (GSEA) and single-cell gene sets variation analysis (GSVA). Pseudotime analysis was performed to describe the development trajectories of acinar cells. We also constructed the protein–protein interaction (PPI) network and identified the hub genes. Another independent single-cell sequencing dataset of pancreas samples from AP mice and a bulk RNA sequencing dataset of peripheral blood samples from AP patients were also analyzed.

Results

In this study, we identified genetic markers of each cell type in the pancreas of AP mice based on single-cell sequencing datasets and analyzed the transcription changes in acinar cells. We found that acinar cells featured acinar-ductal metaplasia (ADM), as well as increased endocytosis and vesicle transport activity during AP. Notably, the endoplasmic reticulum stress (ERS) and ER-associated degradation (ERAD) pathways activated by accumulation of unfolded/misfolded proteins in acinar cells could be pivotal for the development of AP.

Conclusion

We deciphered the distinct roadmap of acinar cells in the early stage of AP at single-cell level. ERS and ERAD pathways are crucially important for acinar homeostasis and the pathogenesis of AP.
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Metadata
Title
The integration of single-cell and bulk RNA-seq atlas reveals ERS-mediated acinar cell damage in acute pancreatitis
Authors
Kaige Yang
Rongli Xie
Guohui Xiao
Zhifeng Zhao
Min Ding
Tingyu Lin
Yiu Sing Tsang
Ying Chen
Dan Xu
Jian Fei
Publication date
01-12-2024
Publisher
BioMed Central
Published in
Journal of Translational Medicine / Issue 1/2024
Electronic ISSN: 1479-5876
DOI
https://doi.org/10.1186/s12967-024-05156-0

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