ArticleJournal of translational medicine2021
A novel immune classification reveals distinct immune escape mechanism and genomic alterations: implications for immunotherapy in hepatocellular carcinoma.
Article in Journal of translational medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 72 papers.
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72 citing papers in PubMed, 120 citations in OpenAlex.
- The prognostic significance of JAML and its role in remodeling the immune microenvironment via the cGAS-STING pathway in endometrial cancer.Frontiers in immunology · 2026Article
- Nanovaccines in hepatocellular carcinoma: a new frontier in cancer immunotherapy.Medical oncology (Northwood, London, England) · 2025Review
- Immune infiltration landscape and potential drug-targeted implications for hepatocellular carcinoma with 'progression/hyper-progression' recurrence.Annals of medicine · 2025Article
- Serum fibrosis marker M2BPGi-based novel score predicts survival of unresectable HCC undergoing immunotherapy.JHEP reports : innovation in hepatology · 2025Article
- Identification of immune escape-related prognostic genes and immune infiltration analysis in hepatocellular carcinoma based on bioinformatics.Biochemistry and biophysics reports · 2025Article
- Metabolic genes interaction perturbation network identified and validated CD24 as a novel prognostic gene in hepatocellular carcinoma.Discover oncology · 2025Article
- Cross-talk between lactate metabolism and immunity reveals CEP55 as a potential regulator in the immunosuppressive microenvironment of hepatocellular carcinoma.Genes & diseases · 2025Article
- Article
- Establishment and Validation of Lactate Metabolism-Related Genes as a Prognostic Model for Gastric Cancer.Current molecular medicine · 2025Article
- The role of transketolase in the immunotherapy and prognosis of hepatocellular carcinoma: a multi-omics approach.Frontiers in immunology · 2025Article
- Personalized approaches to the treatment of hepatocellular carcinoma using immune checkpoint inhibitors: Editorial on "Genomic biomarkers to predict response to atezolizumab plus bevacizumab immunotherapy in hepatocellular carcinoma: Insights from the IMbrave150 trial".Clinical and molecular hepatology · 2025Article
- Article
- Integrative analysis of tumor stemness and immune microenvironment deciphers novel molecular subtypes in hepatocellular carcinoma.Genes & diseases · 2024Article
- Luteolin exerts anti-tumour immunity in hepatocellular carcinoma by accelerating CD8Journal of cellular and molecular medicine · 2024Article
- The association between tumour heterogeneity and immune evasion mechanisms in hepatocellular carcinoma and its clinical implications.British journal of cancer · 2024Review
- Themis: advancing precision oncology through comprehensive molecular subtyping and optimization.Briefings in bioinformatics · 2024Article
- Treatment Options for Hepatocellular Carcinoma Using Immunotherapy: Present and Future.Journal of clinical and translational hepatology · 2024Review
- Identification and prognostic analysis of ferroptosis‑related gene HSPA5 to predict the progression of lung squamous cell carcinoma.Oncology letters · 2024Article
- Neuronal cell cycle reentry events in the aging brain are more prevalent in neurodegeneration and lead to cellular senescence.PLoS biology · 2024Article
- High Ki67 Gene Expression Is Associated With Aggressive Phenotype in Hepatocellular Carcinoma.World journal of oncology · 2024Article
12 more citing papers are in PubMed but not listed here.
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8 authors at 1 institution in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundThe tumor immunological microenvironment (TIME) has a prominent impact on prognosis and immunotherapy. However, the heterogeneous TIME and the mechanisms by which TIME affects immunotherapy have not been elucidated in hepatocellular carcinoma (HCC).
methodsA total of 2195 eligible HCC patients from TCGA and GEO database were collected. We comprehensively explored the different heterogeneous TIME phenotypes and its clinical significance. The potential immune escape mechanisms and what genomic alterations may drive the formation of different phenotypes were further investigated.
resultsWe identified three phenotypes in HCC: TIME-1, the "immune-deficiency" phenotype, with immune cell depletion and proliferation; TIME-2, the "immune-suppressed" phenotype, with enrichment of immunosuppressive cells; TIME-3, the "immune-activated phenotype", with abundant leukocytes infiltration and immune activation. The prognosis and sensitivity to both sorafenib and immunotherapy differed among the three phenotypes. We also underlined the potential immune escape mechanisms: lack of leukocytes and defective tumor antigen presentation capacity in TIME-1, increased immunosuppressive cells in TIME-2, and rich in immunoinhibitory molecules in TIME-3. The different phenotypes also demonstrated specific genomic events: TIME-1 characterized by TP53, CDKN2A, CTNNB1, AXIN1 and FOXD4 alterations; TIME-2 characterized by significant alteration patterns in the PI3K pathway; TIME-3 characterized by ARID1A mutation. Besides, the TIME index (TI) was proposed to quantify TIME infiltration pattern, and it was a superior prognostic and immunotherapy predictor. A pipeline was developed to classify single patient into one of these three subtypes and calculated the TI.
conclusionsWe identified three TIME phenotypes with different clinical outcomes, immune escape mechanisms and genomic alterations in HCC, which could present strategies for improving the efficacy of immunotherapy. TI as a novel prognostic and immunotherapeutic signature that could guide personalized immunotherapy and clinical management of HCC.
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