Guo Junwu, Chen Liangrui, Dai Binghua, Sui Chengjun, Dong Zhitao, Chen Keji, Duan Kecai, Fang Kunpeng, Li Aijun, Wang Kui, Geng Li
Department of Special Treatment, Third Affiliated Hospital of Naval Medical University (Eastern Hepatobiliary Surgery Hospital), Shanghai, China.
Department of Hepatic Surgery II, Third Affiliated Hospital of Naval Medical University (Eastern Hepatobiliary Surgery Hospital), Shanghai, China.
Front Oncol. 2025 Mar 7;15:1526177. doi: 10.3389/fonc.2025.1526177. eCollection 2025.
Microvascular invasion (MVI) is linked to poor prognosis, early recurrence and post-surgical 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 TECs in microvascular invasion in HCC.
Single-cell RNA sequencing (scRNA-seq) data from three patients with MVI and two 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. TECs subgroup developmental trajectory was analyzed using monocle2. Five 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.
Distinct TECs subgroups had significant heterogeneity between datasets from MVI and non-MVI patients. MVI samples had TECs 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.
微血管侵犯(MVI)与肝细胞癌(HCC)的预后不良、早期复发及术后肝内转移相关,但肿瘤相关内皮细胞(TECs)的作用仍不清楚。本研究旨在探讨TECs在HCC微血管侵犯中的作用。
利用来自3例有MVI的患者和2例无MVI的HCC患者的单细胞RNA测序(scRNA-seq)数据,通过Seurat R包鉴定TECs亚群。使用生物信息学分析确定与TECs中MVI相关的共表达模块。利用差异基因表达分析、KME值和基因表达谱交互分析(GEPIA)生存分析来确定有显著影响的基因。使用monocle2分析TECs亚组的发育轨迹。另外5个空间转录组学(ST)数据集和4例HCC术后病理标本用于验证MVI组和非MVI组之间TECs亚组和枢纽基因的差异表达。
不同的TECs亚组在MVI和非MVI患者的数据集中具有显著的异质性。MVI样本中的TECs亚组具有上皮-间质转化(EMT)、内皮细胞迁移和血管生成水平升高的特点。相对于非MVI的TECs,在MVI的TECs中发现了相反的EMT发展情况。TM4SF1在经历EMT的TECs中高表达,被认为与MVI有关。
TM4SF1表达升高的TECs通过对EMT的影响促进HCC中的MVI,提示TM4SF1作为治疗靶点的潜力。