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Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Apolipoprotein E is a Potential Biomarker for Predicting Cancer Prognosis and is Correlated with Immune Infiltration
Jinji Chen1, Herong Zhu2, Shaohua Chen3
1Department of Urology, the First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, People's Republic of China.
Apolipoprotein E (APOE) is linked to tumor growth and metastasis across many cancers. This study reveals APOE as a potential biomarker for predicting patient prognosis and response to immunotherapy in pan-cancer analysis.
Area of Science:
- Oncology
- Molecular Biology
- Immunology
Background:
- Apolipoprotein E (APOE) is a key protein in lipoprotein metabolism, implicated in tumor growth and metastasis.
- The pan-cancer role of APOE in cancer development and progression remains largely uninvestigated.
- Understanding APOE's function in diverse cancers is vital for personalized treatment and prognosis.
Purpose of the Study:
- To investigate the diagnostic and prognostic significance of APOE across 33 distinct cancer types.
- To analyze the correlation between APOE expression and tumor mutation burden (TMB), microsatellite instability (MSI), and tumor-infiltrating cells (TICs).
- To explore the impact of APOE on the tumor immune microenvironment and its underlying physiological functions via GSEA.
Main Methods:
- Pan-cancer analysis of APOE expression in tumor versus normal tissues.
- Correlation analysis with clinical data, TMB, MSI, and TIC abundance.
- Application of ESTIMATE and CIBERSORT algorithms for immune microenvironment assessment.
- Gene Set Enrichment Analysis (GSEA) to elucidate functional pathways.
Main Results:
- APOE expression significantly differed between cancer and normal tissues across multiple tumor types.
- APOE levels were associated with survival outcomes, TMB, MSI, and TIC abundance.
- APOE expression may predict response to certain cancer chemotherapies.
Conclusions:
- APOE is closely associated with tumor development and progression in a pan-cancer context.
- APOE demonstrates potential as a predictive biomarker for prognosis and immunotherapy response in cancer patients.
- Further research into APOE's role can inform novel therapeutic strategies.
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