Aging · 2023 · 15 citations · 66 references
MedicineBioinformaticsOncologyCancer GeneticsMolecular OncologyTumor MicroenvironmentCancer BiomarkersCancer MetabolismCancer Survival AnalysisCopper MetabolismMolecular Classification Of TumorsMolecular Tumor ProfilingCancer Signaling PathwaysCopper BiomarkersCorrelation Network AnalysisCox RegressionHepatic Copper MetabolismHepatocellular Carcinoma PathogenesisImmune InfiltratesPathway Enrichment Scoring
Aims: Dysregulated copper metabolism has been noticed in many types of cancer including hepatocellular carcinoma (HCC); however, a comprehensive understanding about this dysregulation still remains unclear in HCC. Methods: A set of bioinformatic tools was integrated to analyze the expression and prognostic significance of copper metabolism-related genes. A related risk score, termed as CMscore, was developed via univariate Cox regression, least absolute shrinkage and selection operator (LASSO) Cox regression and multivariate Cox regression. Pathway enrichment analyses and tumor immune cell infiltration were further investigated in CMscore stratified HCC patients. Weighted correlation network analysis (WGCNA) was used to identify potential regulator of cuproptosis. Results: Copper metabolism was dysregulated in HCC. HCC patients in the high-CMscore group showed a significantly lower overall survival (OS) and enriched in most cancer-related pathways. Besides, HCC patients with high CMscore had higher expression of pro-tumor immune infiltrates and immune checkpoints. Moreover, cancer patients with high CMscore from two large cohorts exhibited significantly prolonged survival time after immunotherapy. WGCNA and subsequently correlation analysis revealed that SLC27A5 might be a potential regulator of cuproptosis in HCC. In vitro experiments revealed that SLC27A5 inhibited cell proliferation and migration of HCC cells and could upregulate FDX1, the key regulator of cuproptosis. Significance: The CMscore is helpful in clustering HCC patients with distinct prognosis, gene mutation signatures, and sensitivity to immunotherapy. SLC27A5 might serve as a potential target in the induction of cuproptosis in HCC.
66
WGCNA: an R package for weighted correlation network analysis
Peter Langfelder, Steve Horvath · BMC Bioinformatics · 2008 · 29.1K citations · Full text
Hallmarks of Cancer: New Dimensions
Cancer Discovery · 2022 · 9.1K citations · Full text
Medicine, Cancer Biology, Oncology +17
Atezolizumab plus Bevacizumab in Unresectable Hepatocellular Carcinoma
Richard S. Finn, Shukui Qin, Masafumi Ikeda et al. · New England Journal of Medicine · 2020 · 7.2K citations · Full text
Medicine, Oncology, Pharmacotherapy +12
TIMER: A Web Server for Comprehensive Analysis of Tumor-Infiltrating Immune Cells
Taiwen Li, Jing‐Yu Fan, Binbin Wang et al. · Cancer Research · 2017 · 6.6K citations · Full text
Life Sciences, Immunology, Oncology +17