Evidence map›Paper›PMID 42032376›Full record

ArticleDigestive diseases and sciences2026

Single-Cell Transcriptomics Dissects the Molecular Mechanism by Which Macrophage Polarization Drives Hepatocellular Carcinoma Metastasis Through Crosstalk with Emt-Tumor Microenvironment.

Luojie Hua, Junhui Fu, Xianbo Gu, Shanxue Zhou, Xuefeng Feng

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Article in Digestive diseases and sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

5 authors.

Luojie HuaDepartment of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Ningbo University, No. 56, Liuting Street, Haishu District, Ningbo City, 315000, Zhejiang Province, China.
Junhui FuDepartment of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Ningbo University, No. 56, Liuting Street, Haishu District, Ningbo City, 315000, Zhejiang Province, China.
Xianbo GuDepartment of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Ningbo University, No. 56, Liuting Street, Haishu District, Ningbo City, 315000, Zhejiang Province, China.
Shanxue ZhouDepartment of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Ningbo University, No. 56, Liuting Street, Haishu District, Ningbo City, 315000, Zhejiang Province, China.
Xuefeng FengDepartment of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Ningbo University, No. 56, Liuting Street, Haishu District, Ningbo City, 315000, Zhejiang Province, China. 18164542217@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHepatocellular carcinoma (HCC) is a highly heterogeneous malignancy whose progression is tightly linked to the immunosuppressive tumor microenvironment (TME). Tumor-associated macrophages (TAMs), central regulatory components of the TME, foster HCC metastasis by mediating immune evasion and epithelial-mesenchymal transition (EMT). The underlying molecular mechanisms remain to be elucidated. Clarifying how TAM polarization intersects with EMT will provide a rational basis for targeted HCC therapies.

methodsWe integrated scRNA-seq and copy-number variation profiling to delineate TAM subpopulations. CellChat was employed to construct cell-cell communication networks and screen for pivotal TAM-EMT signals. Expression and prognostic relevance of key molecules were validated in the TCGA-LIHC cohort. qRT-PCR, WB, Transwell, CCK-8, and flow cytometry were used for functional characterization.

resultsscRNA-seq resolved eight major cell types, including T/NK cells, epithelial cells, macrophages, monocytes, endothelial cells, fibroblasts, B cells, and dendritic cells. Four TAM subpopulations were identified, among which M2-like macrophages dominated both primary and metastatic HCC lesions. Cell-cell communication analysis revealed that M2-like macrophages engaged epithelial cells via the SPP1-(ITGA5 + ITGB1) signaling. According to clinical data, the activity of this signaling correlated with poor prognosis in HCC patients. Functional assays confirmed that knocking down ITGA5 reversed M2 macrophage polarization and suppressed HCC cell proliferation, apoptosis resistance, migration, and invasion.

conclusionsITGA5 is a master regulator of the pro-tumorigenic functions of TAMs. The SPP1-(ITGA5 + ITGB1) signaling represents a novel immunotherapeutic target in HCC. Targeting TAM polarization may reprogram the immunosuppressive microenvironment and improve patient outcomes.

Indexed as

Carcinoma, HepatocellularEpithelial-Mesenchymal TransitionLiver NeoplasmsMacrophagesTranscriptomeTumor-Associated MacrophagesTumor MicroenvironmentCell CommunicationCell Line, TumorGene Expression Regulation, NeoplasticHumansIntegrin alpha5Integrin beta1OsteopontinSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisIntegrin alpha5Integrin beta1Itgb1 protein, humanOsteopontinEMTHepatocellular carcinomaPolarizationSingle-cell sequencingTumor-associated macrophage

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.