# RBX1+ CAFs Drives Pancreatic Ductal Adenocarcinoma Progression Through Tenascin C Overexpression

**Authors:** Qinwen Zuo, Ziheng Wang, Chengxiao Yang, Binghang Yan, Jiaming Li, Mingkai Cui, Meng Cai, Hongze Chen, Xuewei Bai

PMC · DOI: 10.3390/cancers18061024 · 2026-03-22

## TL;DR

This study shows that RBX1 in cancer-associated fibroblasts promotes pancreatic cancer by increasing Tenascin C, suggesting RBX1 could be a new target for treatment.

## Contribution

The study identifies RBX1 in cancer-associated fibroblasts as a novel driver of pancreatic cancer progression through Tenascin C overexpression.

## Key findings

- RBX1 is highly expressed in cancer-associated fibroblasts and linked to tumor-promoting pathways.
- Silencing RBX1 inhibits pancreatic cancer cell proliferation and tumor growth in models.
- RBX1 upregulates Tenascin C, which partially rescues growth suppression when overexpressed.

## Abstract

Cancer-associated fibroblasts (CAFs) are important components of the tumor microenvironment and contribute to tumor progression, immune regulation, and resistance to therapy. However, the molecular mechanisms controlling CAF activity remain unclear. In this study, we examined the role of RBX1 in CAFs and its potential contribution to tumor development. By integrating single-cell RNA sequencing data with experimental validation, we found that RBX1 is highly expressed in CAF populations and is associated with pathways related to tumor promotion. Functional analyses suggest that RBX1 may influence CAF activity and support tumor progression. These findings provide new insight into CAF regulation and indicate that RBX1-related pathways may represent potential targets for future cancer therapy.

Background: Pancreatic ductal adenocarcinoma (PDAC) is characterized by a dense desmoplastic stroma that actively drives malignant progression. However, the specific contributions of E3 ubiquitin ligases within the cancer-associated fibroblast (CAFs) compartment to the PDAC landscape remain largely elusive. Methods: Pancreatic tissue samples were collected from the First Affiliated Hospital of Harbin Medical University. Gene expression was analyzed by RT-PCR, and single-cell RNA sequencing (scRNA-seq) data were integrated for cell subtype identification. Kaplan-Meier survival analysis assessed gene expression and survival. Pseudotime analysis and CellChat evaluated fibroblast transitions and intercellular communication. Cell lines were transfected with RBX1 siRNAs, and protein levels were measured by Western blotting. Proliferation was assessed using colony formation and EdU staining. Statistical analyses were performed using R (v4.4) and GraphPad Prism 8.0. Results: Thirteen E3 ubiquitin ligases were significantly upregulated in PDAC and correlated with unfavorable clinical outcomes. Among these, RBX1 was identified as a candidate preferentially expressed in CAF populations and strongly associated with poor prognosis. Single-cell transcriptomic profiling and pseudotime analysis further revealed that RBX1-positive CAFs were predominantly involved in extracellular matrix remodeling and pro-tumorigenic pathways. Functional assays demonstrated that silencing RBX1 markedly inhibited PAAD cell proliferation and tumor growth both in vitro and in xenograft models. Mechanistically, RBX1 was found to upregulate Tenascin C (TNC) expression, while ectopic overexpression of TNC partially rescued the growth suppression induced by RBX1 knockdown. Conclusions: Our findings suggest that RBX1 facilitates PDAC progression through a CAF-related mechanism and TNC regulation, positioning RBX1 as a potential therapeutic target for PDAC intervention.

## Linked entities

- **Genes:** RBX1 (ring-box 1) [NCBI Gene 9978], TNC (tenascin C) [NCBI Gene 3371]
- **Proteins:** Tnc (tenascin C)
- **Diseases:** pancreatic ductal adenocarcinoma (MONDO:0005184)

## Full-text entities

- **Genes:** RBX1 (ring-box 1) [NCBI Gene 9978] {aka BA554C12.1, RNF75, ROC1}, TNC (tenascin C) [NCBI Gene 3371] {aka 150-225, DFNA56, GMEM, GP, HXB, JI}
- **Diseases:** cancer (MESH:D009369), PDAC (MESH:D021441), tumorigenic (MESH:D002471)
- **Chemicals:** EdU (MESH:C022811)

## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13025211/full.md

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Source: https://tomesphere.com/paper/PMC13025211