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Updated: Jan 27, 2026

Enrichment and Characterization of the Tumor Immune and Non-immune Microenvironments in Established Subcutaneous Murine Tumors
Published on: June 7, 2018
Increased glycolysis correlates with elevated immune activity in tumor immune microenvironment
Zehang Jiang1, Zhixian Liu1, Mengyuan Li1
1Biomedical Informatics Research Lab, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing 211198, China; Cancer Genomics Research Center, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing 211198, China; Big Data Research Institute, China Pharmaceutical University, Nanjing 211198, China.
Tumor glycolysis enhances anti-PD-1/PD-L1 immunotherapy response by increasing tumor immunity and PD-L1 expression. High glycolytic activity predicts better immunotherapy outcomes and survival across diverse cancers.
Area of Science:
- Oncology
- Cancer Immunology
- Metabolic Reprogramming
Background:
- Prior research indicates a link between tumor glycolysis and immune evasion.
- A comprehensive analysis of tumor glycolysis's relationship with tumor immunity across various cancers is needed.
Purpose of the Study:
- To investigate the association between tumor glycolytic activity and immune signatures in 14 cancer types.
- To explore the relationship between glycolytic activity, tumor mutation burden (TMB), tumor aneuploidy, and PD-L1 expression.
- To determine if tumor glycolytic activity can predict immunotherapy response.
Main Methods:
- Utilized The Cancer Genome Atlas (TCGA) datasets for bioinformatics analysis.
- Performed in vitro experiments to validate computational findings.
- Analyzed associations between glycolytic activity, immune signatures, and genetic features like TMB and PD-L1.
Main Results:
- Glycolytic activity positively correlates with active immune signatures and an immune-stimulatory tumor microenvironment.
- Glycolytic activity is a robust predictor of immune signatures, surpassing TMB and aneuploidy.
- Glycolysis increases PD-L1 expression and correlates with apoptosis, a key mediator of immune activity.
- Highly glycolytic tumors show improved immunotherapy response and survival.
Conclusions:
- Tumor glycolysis may enhance anti-PD-1/PD-L1 immunotherapy efficacy by boosting tumor immunity and PD-L1 expression.
- Tumor glycolytic activity serves as a potential predictive biomarker for immunotherapy response in diverse cancers.
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