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Updated: Jun 12, 2026

Generation and Single-Cell Transcriptomic Analysis of Hepatocellular Carcinoma Organoids following Drug Treatment
Published on: May 26, 2026
Single-Cell and Bulk Transcriptomics Uncover the Cellular Ecosystem of Vascular Invasion in Intrahepatic
Jianing Fan1,2,3,4, Meng Tong1,2,3,4, Yunkun Lu1,2,3,4
1Zhejiang Key Laboratory of Multi-Omics Precision Diagnosis and Treatment of Liver Diseases, Department of General Surgery, Sir Run-Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, China.
None:
Intrahepatic cholangiocarcinoma (ICC) is an aggressive liver malignancy with a rising global incidence and limited therapeutic options. Vascular invasion (VI) is a hallmark of advanced disease, correlating with early recurrence and dismal prognosis, yet its tumor microenvironment (TME) drivers remain elusive. We analyzed single-cell RNA sequencing (scRNA-seq) data from 25 ICC samples to systematically characterize the cellular composition and molecular features related to VI. By integrating bulk RNA-seq data, spatial transcriptomics, and multiplex immunofluorescence, we identified a distinct subset of tumor-like cancer-associated fibroblasts (CAFs), termed tCAFs, enriched in VI-positive tumors. Functional enrichment analyses revealed that tCAFs were prominently associated with hypoxia and angiogenesis pathways, findings corroborated by the significant upregulation of tCAF markers (MME and NT5E) in ICC-derived CAFs under hypoxic conditions in vitro. Cell-cell communication analysis and spatial mapping uncovered that tCAFs might promote VI primarily through VEGF signaling interactions with endothelial cells. Integrative bioinformatics and RT-qPCR validation identified three key functional genes in tCAFs: SLC2A1, PTGS2, and PLOD2. In endothelial sprouting assays, pharmacological inhibition of SLC2A1 exerted a pronounced suppressive effect. Consistently, sprouting assays using ICC-derived CAFs with SLC2A1 knockdown confirmed that its downregulation significantly reduced endothelial sprouting capacity. Importantly, administration of the SLC2A1 inhibitor BAY-876 effectively suppressed tumor progression and intrahepatic metastasis in the orthotopic ICC mouse model. Our findings define a VI-associated cellular ecosystem and molecular landscape in ICC, unveiling a novel hypoxia-tCAFs-endothelial cells axis. Furthermore, we identify SLC2A1 as a clinically relevant therapeutic target, offering new insights into tumor VI.
