ArticleCancer cell international2022
Characterization of pyruvate metabolism and citric acid cycle patterns predicts response to immunotherapeutic and ferroptosis in gastric cancer.
Article in Cancer cell international, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed, 24 citations in OpenAlex.
- Hydrogen sulfide regulation in redox homeostasis and programmed cell death: mechanistic insights and implications in cancer.Journal of advanced research · 2026Review
- Lipid Metabolism Reprogramming in Diffuse Large B-Cell Lymphoma (DLBCL): Mechanisms and Treatment Strategies.Cancers · 2026Review
- Explore the role of CBS in stomach adenocarcinoma based on the sulfur-containing amino acid metabolism network.Scientific reports · 2025Article
- Advances in the Study of Metabolic Reprogramming in Gastric Cancer.Cancer medicine · 2025Review
- Proteomic characterization of MET-amplified esophageal adenocarcinomas reveals enrichment of alternative splicing- and androgen signaling-related proteins.Cellular and molecular life sciences : CMLS · 2025Article
- Article
- Construction of molecular subtype and prognostic model for gastric cancer based on nucleus-encoded mitochondrial genes.Scientific reports · 2024Article
- VLDL and LDL Subfractions Enhance the Risk Stratification of Individuals Who Underwent Epstein-Barr Virus-Based Screening for Nasopharyngeal Carcinoma: A Multicenter Cohort Study.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Metabolism-regulated ferroptosis in cancer progression and therapy.Cell death & disease · 2024Review
- Regulation of NCOA4-mediated iron recycling ameliorates paraquat-induced lung injury by inhibiting ferroptosis.Cell communication and signaling : CCS · 2024Article
- Deficiency of TOP1MT enhances glycolysis through the stimulation of PDK4 expression in gastric cancer.Cancer & metabolism · 2024Article
- Comprehensive analysis identifies CLEC1B as a potential prognostic biomarker in hepatocellular carcinoma.Cancer cell international · 2023Article
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Authors and funding
12 authors at 5 institutions in 1 country.
Funding
Abstract
backgroundGastric cancer is one of the most common malignancies of the digestive system with a high lethal rate. Studies have shown that inherited and acquired mutations in pyruvate metabolism and citric acid cycle (P-CA) enzymes are involved in tumorigenesis and tumor development. However, it is unclear how different P-CA patterns affect the tumor microenvironment (TME), which is critical for cancer progression.
methodsThis study mainly concentrated on investigating the role of the P-CA patterns in multicellular immune cell infiltration of GC TME. First, the expression levels of P-CA regulators were profiled in GC samples from The Cancer Genome Atlas and Gene Expression Omnibus cohorts to construct a consensus clustering analysis and identify three distinct P-CA clusters. GSVA was conducted to reveal the different biological processes in three P-CA clusters. Subsequently, 1127 cluster-related differentially expressed genes were identified, and prognostic-related genes were screened using univariate Cox regression analysis. A scoring system was then set up to quantify the P-CA gene signature and further evaluate the response of the patients to the immunotherapy.
resultsWe found that GC patients in the high P-CA score group had a higher tumor mutational burden, higher microsatellite instability, and better prognosis. The opposite was observed in the low P-CA score group. Interestingly, we demonstrated P-CA gene cluster could predict the sensitivity to immunotherapy and ferroptosis-induced therapy.
conclusionCollectively, the P-CA gene signature in this study exhibits potential roles in the tumor microenvironment and predicts the response to immunotherapeutic. The identification of these P-CA patterns may significantly accelerate the strategic development of immunotherapy for GC.
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