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ORIGINAL RESEARCH article

Front. Oncol.
Sec. Gastrointestinal Cancers: Hepato Pancreatic Biliary Cancers
Volume 15 - 2025 | doi: 10.3389/fonc.2025.1526177

TM4SF1 Overexpression in Tumor-associated Endothelial Cells Promotes Microvascular Invasion in Hepatocellular Carcinoma

Provisionally accepted
Junwu Guo Junwu Guo Liangrui Chen Liangrui Chen Binghua Dai Binghua Dai Chengjun Sui Chengjun Sui *Zhitao Dong Zhitao Dong Keji Chen Keji Chen *Kecai Duan Kecai Duan *Kunpeng Fang Kunpeng Fang *Aijun Li Aijun Li *Kui Wang Kui Wang *Li Geng Li Geng *
  • Eastern Hepatobiliary Surgery Hospital, Shanghai, China

The final, formatted version of the article will be published soon.

    Background: Microvascular invasion (MVI) is linked to poor prognosis, early recurrence and postsurgical intrahepatic metastasis of hepatocellular carcinoma (HCC) but roles of tumor-associated endothelial cells (TECs) remain unclear. The aim of the current study was to investigate the role of TEC in microvascular invasion in HCC.Methods: Single-cell RNA sequencing (scRNA-seq) data from two patients with MVI and three patients with non-MVI HCC were used to identify TECs subpopulations via Seurat R package. Using bioinformatics analysis identified co-expression modules associated with MVI in TECs. Differential gene expression analysis, KME values and Gene Expression Profiling Interactive Analysis (GEPIA) survival were utilized to identify genes with significant involvement. TEC subgroup developmental trajectory was analyzed using MVI. Six additional spatial transcriptomics (ST) datasets and four HCC postoperative pathological specimens were used to validate the differential expression of subgroups of TECs and hub genes between MVI and non-MVI groups.Results: Distinct TEC subgroups had significant heterogeneity between datasets from MVI and non-MVI patients. MVI samples had TEC subgroups with increased levels of the epithelial-mesenchymal transition (EMT), endothelial cell migration and angiogenesis. Opposing EMT development was found in MVI TECs relative to non-MVI TECs. TM4SF1 was highly expressed in TECs undergoing the EMT and is thought to be linked to MVI.TECs with elevated TM4SF1 expression facilitate MVI during HCC via an effect on the EMT, suggesting the potential of TM4SF1 as a therapeutic target.

    Keywords: Hepatocellular Carcinoma, ScRNA-seq, Spatial transcriptomics, tumor-associated endothelial cells, TM4SF1, Epithelial-Mesenchymal Transition, Microvascular invasion

    Received: 11 Nov 2024; Accepted: 20 Jan 2025.

    Copyright: © 2025 Guo, Chen, Dai, Sui, Dong, Chen, Duan, Fang, Li, Wang and Geng. 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:
    Chengjun Sui, Eastern Hepatobiliary Surgery Hospital, Shanghai, China
    Keji Chen, Eastern Hepatobiliary Surgery Hospital, Shanghai, China
    Kecai Duan, Eastern Hepatobiliary Surgery Hospital, Shanghai, China
    Kunpeng Fang, Eastern Hepatobiliary Surgery Hospital, Shanghai, China
    Aijun Li, Eastern Hepatobiliary Surgery Hospital, Shanghai, China
    Kui Wang, Eastern Hepatobiliary Surgery Hospital, Shanghai, China
    Li Geng, Eastern Hepatobiliary Surgery Hospital, Shanghai, 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.