ArticleHepatology (Baltimore, Md.)2023
Multiomics identifies the link between intratumor steatosis and the exhausted tumor immune microenvironment in hepatocellular carcinoma.
Article in Hepatology (Baltimore, Md.), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 111 papers, 2 of them syntheses that pooled it.
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Who cites it
111 citing papers in PubMed, 2 syntheses or guidelines pooled it, 166 citations in OpenAlex.
- Interferon therapy improves survival in patients with hepatitis B virus-related hepatocellular carcinoma after curative surgery: a meta-analysis.Hepatology international · 2024Pooled it
- Clinical practice guidelines and real-life practice in hepatocellular carcinoma: A Japanese perspective.Clinical and molecular hepatology · 2023Guideline
- Unveiling the role of spatial transcriptomics in the analysis of the tumor immune microenvironment (Review).International journal of molecular medicine · 2026Review
- Article
- Multiomics and multi-region spatial transcriptome analysis reveal cellular networks and pathways associated with HCC recurrence.JHEP reports : innovation in hepatology · 2026Article
- Cancer-Associated Fibroblasts Functions as Multifunctional Architects of the Tumor Stroma and Represent Emerging Therapeutic Vulnerabilities.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- Pleiotropic mechanisms of cancer-associated fibroblast-mediated resistance in hepatocellular carcinoma: emerging therapeutic vulnerabilities and targeting strategies.Cancer gene therapy · 2026Review
- RASGEF1B suppresses hepatocellular carcinoma through the ALDH7A1/Betaine/SNAI1 metabolic‒epigenetic axis.Journal of translational medicine · 2026Article
- Review
- Targeting engulfment and cell motility 1 protein methylation attenuates M2 macrophage infiltration and boosts anti-PD-1 efficacy in colorectal cancer.Gastroenterology report · 2026Article
- ACLY blockade rewires tumor metabolism to boost immunity in MASH-driven hepatic cell carcinoma.Journal of the National Cancer Center · 2026Article
- Metabolic reprogramming-driven resistance to multi-kinase inhibitors in hepatocellular carcinoma: molecular mechanisms and therapeutic opportunities.Molecular cancer · 2026Review
- Acyl-CoA thioesterases and their derived lipid mediators: linking Acyl-CoA metabolic reprogramming to the tumor microenvironment.Frontiers in immunology · 2026Review
- Cholesterol metabolic rewiring shapes immune remodeling across hepatocarcinogenesis.Frontiers in immunology · 2026Review
- Immunotherapy in HCC: aetiology matters.eGastroenterology · 2026Article
- Multi-omics and machine learning refine HCC molecular subtypes and prognosis based on liquid-liquid phase separation related genes.Scientific reports · 2025Article
- Mitochondrial-associated PCD signature defines immune landscape, therapeutic sensitivity, and prognosis in hepatocellular carcinoma.Discover oncology · 2025Article
- Article
- Pathological significance and therapeutic prospects ofCell adhesion & migration · 2025Article
- Research progress and frontier trends in liver cancer immunotherapy in the post-COVID-19 era (2020-2024): a visualization analysis based on bibliometric methods.Discover oncology · 2025Article
51 more citing papers are in PubMed but not listed here.
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Authors and funding
30 authors at 12 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
BACKGROUND AND
aimsImmunotherapy has become the standard-of-care treatment for hepatocellular carcinoma (HCC), but its efficacy remains limited. To identify immunotherapy-susceptible HCC, we profiled the molecular abnormalities and tumor immune microenvironment (TIME) of rapidly increasing nonviral HCC. APPROACHES AND
resultsWe performed RNA-seq of tumor tissues in 113 patients with nonviral HCC and cancer genome sequencing of 69 genes with recurrent genetic alterations reported in HCC. Unsupervised hierarchical clustering classified nonviral HCCs into three molecular classes (Class I, II, III), which stratified patient prognosis. Class I, with the poorest prognosis, was associated with TP53 mutations, whereas class III, with the best prognosis, was associated with cadherin-associated protein beta 1 (CTNNB1) mutations. Thirty-eight percent of nonviral HCC was defined as an immune class characterized by a high frequency of intratumoral steatosis and a low frequency of CTNNB1 mutations. Steatotic HCC, which accounts for 23% of nonviral HCC cases, presented an immune-enriched but immune-exhausted TIME characterized by T cell exhaustion, M2 macrophage and cancer-associated fibroblast (CAF) infiltration, high PD-L1 expression, and TGF-β signaling activation. Spatial transcriptome analysis suggested that M2 macrophages and CAFs may be in close proximity to exhausted CD8+ T cells in steatotic HCC. An in vitro study showed that palmitic acid-induced lipid accumulation in HCC cells upregulated PD-L1 expression and promoted immunosuppressive phenotypes of cocultured macrophages and fibroblasts. Patients with steatotic HCC, confirmed by chemical-shift MR imaging, had significantly longer PFS with combined immunotherapy using anti-PD-L1 and anti-VEGF antibodies.
conclusionsMultiomics stratified nonviral HCCs according to prognosis or TIME. We identified the link between intratumoral steatosis and immune-exhausted immunotherapy-susceptible TIME.
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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.