ORIGINAL RESEARCH article
Front. Immunol.
Sec. Cancer Immunity and Immunotherapy
Volume 16 - 2025 | doi: 10.3389/fimmu.2025.1594879
This article is part of the Research TopicExploring immune low-response states through single-cell technologies and spatial transcriptomicsView all articles
TSPAN4⁺ Fibroblasts Coordinate Metastatic Niche Assembly Through Migrasome-Driven Metabolic Reprogramming and Stromal-Immune Crosstalk in Pancreatic Adenocarcinoma
Provisionally accepted- 1The Clinical Medical College of Southwest Medical University, Luzhou, Sichuan Province, China
- 2Department of Oncology, Jinniu District People's Hospital, Chengdu 610036, China., Chengdu, Sichuan Province, China
- 3Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, People's Republic of China, Luzhou, Sichuan Province, China
- 4Department of Hepatobiliary Surgery, Zizhong People's Hospital, Neijiang, China, Neijiang, China
- 5Department of Gastroenterology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan Province, China
Select one of your emails
You have multiple emails registered with Frontiers:
Notify me on publication
Please enter your email address:
If you already have an account, please login
You don't have a Frontiers account ? You can register here
Background: Pancreatic cancer (PC) is a highly aggressive pancreatic malignant tumor with poor prognosis due to its complex tumor microenvironment (TME) and metastatic potential. Fibroblasts play an important role in tumor progression and metastasis by remodeling the extracellular matrix (ECM) and influencing the immune response. This study explored migrasome-associated fibroblasts, especially TSPAN4 and ITGA5, as key regulators of pancreatic cancer metastasis, aiming to provide new ideas for therapeutic strategies targeting TME.We employed single-cell RNA sequencing (scRNA-seq) and spatial transcriptomics to analyze pancreatic cancer tissues. Data from the GEO and TCGA databases were integrated and processed using batch correction techniques. Singlecell data were analyzed with Seurat and Monocle for dimensionality reduction and pseudotime trajectory analysis. Cell communication was assessed using CellCall and CellChat. Spatial transcriptomic analysis was conducted with RCTD and MISTy tools to investigate cell interactions within the TME. Additionally, gene enrichment, deconvolution, and prognostic analyses were performed, alongside experimental validation through siRNA transfection, qRT-PCR, and various functional assays to investigate the role of TSPAN4 in metastasis.Our results underscore the critical role of TSPAN4⁺ fibroblasts in pancreatic cancer. These fibroblasts were predominantly located at the tumor periphery and exhibited elevated migrasome gene expression, which was associated with enhanced ECM remodeling and immune suppression. Intercellular communication analysis revealed that TSPAN4⁺ fibroblasts engaged in extensive interactions with immune cells, such as macrophages and endothelial cells, facilitating metastasis and immune evasion. Moreover, the high expression of immune checkpoint markers indicated their involvement in modulating the immune response.TSPAN4⁺ fibroblasts are key regulators of pancreatic cancer progression, contributing to metastasis, immune suppression, and ECM remodeling. Targeting these fibroblasts represents a promising therapeutic strategy to improve clinical outcomes and enhance the effectiveness of immunotherapies in pancreatic cancer.
Keywords: Single-Cell Analysis, Pancreatic Ductal Adenocarcinoma, Immunotherapy, migrasomes, TSPAN4
Received: 17 Mar 2025; Accepted: 24 Apr 2025.
Copyright: © 2025 Hu, Chen, Liu, Chen, Lai, Jiang, Zhou, Zhang, Huang, Chi, Li and Zhong. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence:
Hao Chi, The Clinical Medical College of Southwest Medical University, Luzhou, Sichuan Province, China
Bo Li, Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, People's Republic of China, Luzhou, Sichuan Province, China
Xiaolin Zhong, Department of Gastroenterology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan Province, China
Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.