ArticleScientific reports2023
Single-cell RNA sequencing revealed potential targets for immunotherapy studies in hepatocellular carcinoma.
Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed, 23 citations in OpenAlex.
- Data-centric feedback loops for next-generation immunotherapy development.Nature biomedical engineering · 2026Review
- Single-Cell Transcriptomic Profiling Reveals Immunometabolic Reprogramming and Cell-Cell Communication in the Tumor Microenvironment of Human Hepatocellular Carcinoma.International journal of molecular sciences · 2026Article
- Pleiotropic mechanisms of cancer-associated fibroblast-mediated resistance in hepatocellular carcinoma: emerging therapeutic vulnerabilities and targeting strategies.Cancer gene therapy · 2026Review
- Convergent Immune-Coagulation Programs Underlie Gastrointestinal Bleeding Risk in Portal Vein Tumor Thrombosis-Associated Hepatocellular Carcinoma and Portal Hypertension.Human mutation · 2026Article
- Hotspots and frontiers of the relationship between hepatocellular carcinoma and cancer-associated fibroblasts: a bibliometric analysis and review.Discover oncology · 2025Article
- Nuclear factor IA-mediated transcriptional regulation of crystallin αB inhibits hepatocellular carcinoma progression.Molecular and clinical oncology · 2025Article
- Metabolomics- and Proteomics-Based Disease Diagnostic Classifier Model for the Prediction and Diagnosis of Colorectal Carcinoma.Journal of proteome research · 2025Article
- Genetic polymorphisms as predictors of the response of hepatocellular carcinoma patients to doxorubicin chemotherapy: a genome-wide association study.Frontiers in pharmacology · 2025Article
- Effect of neutrophils on tumor immunity and immunotherapy resistance with underlying mechanisms.Cancer communications (London, England) · 2025Review
- Stemness-driven clusters in ovarian cancer: immune characteristics and prognostic implications.Frontiers in oncology · 2025Article
- Non-targeted metabolomics and network pharmacology of Taohong Siwu Decoction in hepatic fibrosis mouse model using high resolution mass spectrometry.Frontiers in molecular biosciences · 2025Article
- Prognostic significance and potential association between ALDOA and ENO1 in gastric cancer.Journal of Cancer · 2025Article
- Screening of Cancer-Specific Biomarkers for Hepatitis B-Related Hepatocellular Carcinoma Based on a Proteome Microarray.Molecular & cellular proteomics : MCP · 2024Article
- The development of the occurrence and metastasis of breast cancer by single-cell sequencing.Cancer cell international · 2024Review
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- Natural Killer T Cell Diversity and Immunotherapy.Cancers · 2023Review
Corrections and comments
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Authors and funding
10 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Hepatocellular carcinoma (HCC) is a solid tumor prone to chemotherapy resistance, and combined immunotherapy is expected to bring a breakthrough in HCC treatment. However, the tumor and tumor microenvironment (TME) of HCC is highly complex and heterogeneous, and there are still many unknowns regarding tumor cell stemness and metabolic reprogramming in HCC. In this study, we combined single-cell RNA sequencing data from 27 HCC tumor tissues and 4 adjacent non-tumor tissues, and bulk RNA sequencing data from 374 of the Cancer Genome Atlas (TCGA)-liver hepatocellular carcinoma (LIHC) samples to construct a global single-cell landscape atlas of HCC. We analyzed the enrichment of signaling pathways of different cells in HCC, and identified the developmental trajectories of cell subpopulations in the TME using pseudotime analysis. Subsequently, we performed transcription factors regulating different subpopulations and gene regulatory network analysis, respectively. In addition, we estimated the stemness index of tumor cells and analyzed the intercellular communication between tumors and key TME cell clusters. We identified novel HCC cell clusters that specifically express HP (HCC_HP), which may lead to higher tumor differentiation and tumor heterogeneity. In addition, we found that the HP gene expression-positive neutrophil cluster (Neu_AIF1) had extensive and strong intercellular communication with HCC cells, tumor endothelial cells (TEC) and cancer-associated fibroblasts (CAF), suggesting that clearance of this new cluster may inhibit HCC progression. Furthermore, ErbB signaling pathway and GnRH signaling pathway were found to be upregulated in almost all HCC tumor-associated stromal cells and immune cells, except NKT cells. Moreover, the high intercellular communication between HCC and HSPA1-positive TME cells suggests that the immune microenvironment may be reprogrammed. In summary, our present study depicted the single-cell landscape heterogeneity of human HCC, identified new cell clusters in tumor cells and neutrophils with potential implications for immunotherapy research, discovered complex intercellular communication between tumor cells and TME cells.
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