ArticleEBioMedicine2019
Comprehensive molecular and immunological characterization of hepatocellular carcinoma.
Article in EBioMedicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 152 papers, 3 of them syntheses that pooled it.
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Who cites it
152 citing papers in PubMed, 3 syntheses or guidelines pooled it, 269 citations in OpenAlex.
- Efficacy and safety of first-line treatments for advanced hepatocellular carcinoma patients: a systematic review and network meta-analysis.Frontiers in immunology · 2024Pooled it
- Efficacy and safety of PD-1/PD-L1 inhibitor-based immune combination therapy versus sorafenib in the treatment of advanced hepatocellular carcinoma: a meta-analysis.Frontiers in medicine · 2024Pooled it
- Immune-Based Combinations versus Sorafenib as First-Line Treatment for Advanced Hepatocellular Carcinoma: A Meta-Analysis.Current oncology (Toronto, Ont.) · 2023Pooled it
- Nomogram based on clinical and preoperative CT features for predicting the early recurrence of combined hepatocellular-cholangiocarcinoma: a multicenter study.La Radiologia medica · 2023Trial
- Preoperative prediction of vessels encapsulating tumor clusters in hepatocellular carcinoma based on CT findings and des-γ-carboxy prothrombin level.International journal of clinical oncology · 2026Article
- A novel regulatory role of microRNA‑5590‑3p in hepatocellular carcinoma via the HOXB2/MYC axis.Oncology reports · 2026Article
- Whole-Genome Bisulfite Sequencing Identifies Blood-Based DNA Methylation Biomarker for Hepatocellular Carcinoma.Molecular carcinogenesis · 2026Article
- Dual Specificity Phosphatase 4 Enhances Immunotherapy Response by Inhibiting TGF-β1 Secretion in Hepatocellular Carcinoma.Cancers · 2026Article
- Clinical applications of immunogenomics in hepatocellular carcinoma.Clinical and molecular hepatology · 2026Review
- Translational evaluation of BUB1B as a precision medicine biomarker for hepatocellular carcinoma.Scientific reports · 2026Article
- Joint latent profiles of death anxiety and treatment adherence in HCC patients.Frontiers in psychiatry · 2026Article
- miR-139-5p Targets CENPM to Suppress EMT and Malignant Progression of Hepatocellular Carcinoma via Regulating the Akt/mTOR Pathway and β-Catenin Nuclear Translocation.Journal of hepatocellular carcinoma · 2026Article
- Transcriptional and epigenetic regulation of CaBioinformatics advances · 2026Article
- Advances in Systemic Therapy for Hepatocellular Carcinoma and Future Prospects.Current oncology (Toronto, Ont.) · 2025Review
- Tumor aneuploidy as a prognostic and predictive biomarker in immune checkpoint blockade.Nature genetics · 2025Review
- Osteopenic occult vertebral fracture is associated with poor oncological outcome in patients with hepatocellular carcinoma after hepatic resection.Annals of gastroenterological surgery · 2025Article
- Multidimensional pan-cancer analysis reveals the impact of PPIA on tumor epigenetic modifications and immune regulation.Scientific reports · 2025Article
- Review
- Unveiling the Therapeutic Potential of Targeting RRM2 in Hepatocellular Carcinoma: An Integrated In Silico and In Vitro Study.Functional & integrative genomics · 2025Article
- Transglutaminase 2 Stimulates Cell Proliferation and Modulates Transforming Growth Factor-Beta Signaling Pathway Independently of Epithelial-Mesenchymal Transition in Hepatocellular Carcinoma Cells.International journal of molecular sciences · 2025Article
92 more citing papers are in PubMed but not listed here.
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Authors and funding
15 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundHepatocellular carcinoma (HCC) is a heterogeneous disease with various etiological factors, and ranks as the second leading cause of cancer-related mortality worldwide due to multi-focal recurrence. We herein identified three major subtypes of HCC by performing integrative analysis of two omics data sets, and clarified that this classification was closely correlated with clinicopathological factors, immune profiles and recurrence patterns.
methodsIn the test study, 183 tumor specimens surgically resected from HCC patients were collected for unsupervised clustering analysis of gene expression signatures and comparative analysis of gene mutations. These results were validated by using genome, methylome and transcriptome data of 373 HCC patients provided from the Cancer Genome Atlas Network. In addition, omics data were obtained from pairs of primary and recurrent HCC.
findingsComprehensive molecular evaluation of HCC by multi-platform analysis defined three major subtypes: (1) mitogenic and stem cell-like tumors with chromosomal instability; (2) CTNNB1-mutated tumors displaying immune suppression; and (3) metabolic disease-associated tumors, which included an immunogenic subgroup characterized by macrophage infiltration and favorable prognosis. Although genomic and epigenomic analysis explicitly distinguished between HCC with intrahepatic metastasis (IM) and multi-centric HCC (MC), the phenotypic similarity between the primary and recurrent tumors was not correlated to the IM/MC origin, but to the classification.
interpretationIdentification of these HCC subtypes provides further insights into patient stratification as well as presents opportunities for therapeutic development. FUND: Ministry of Education, Culture, Sports, Science and Technology of Japan (16H02670 and 18K19575), Japan Agency for Medical Research and Development (JP15cm0106064, JP17cm0106518, JP18cm0106540 and JP18fk0210040).
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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.