A novel EIF3C-related CD8 T-cell signature in predicting prognosis and immunotherapy response of nasopharyngeal carcinoma.

J Cancer Res Clin Oncol

Department of Radiation Oncology, Nanfang Hospital, Southern Medical University, 1838 North Guangzhou Avenue, Guangzhou, 510515, Guangdong Province, China.

Published: February 2024

AI Article Synopsis

  • Dysfunctional CD8 T-cells in the nasopharyngeal carcinoma (NPC) tumor environment hinder the effectiveness of immunotherapies like anti-PD-L1, prompting the need for reliable markers to predict treatment success.
  • This study investigates the role of the protein EIF3C in NPC by analyzing immune cell infiltration and correlating its expression with various CD8 T-cell markers, ultimately leading to the development of the EIF3C-related CD8 T-cell signature (ETS).
  • Findings indicate that low EIF3C expression is linked to higher CD8 T-cell infiltration, and the ETS model successfully predicts prognosis and immunotherapy response in NPC patients, highlighting EIF3C's importance in NPC progression and immune modulation.

Article Abstract

Purpose: At present, dysfunctional CD8 T-cells in the nasopharyngeal carcinoma (NPC) tumor immune microenvironment (TIME) have caused unsatisfactory immunotherapeutic effects, such as a low response rate of anti-PD-L1 therapy. Therefore, there is an urgent need to identify reliable markers capable of accurately predicting immunotherapy efficacy.

Methods: Utilizing various algorithms for immune-infiltration evaluation, we explored the role of EIF3C in the TIME. We next found the influence of EIF3C expression on NPC based on functional analyses and RNA sequencing. By performing correlation and univariate Cox analyses of CD8 Tcell markers from scRNA-seq data, we identified four signatures, which were then used in conjunction with the lasso algorithm to determine corresponding coefficients in the resulting EIF3C-related CD8 T-cell signature (ETS). We subsequently evaluated the prognostic value of ETS using univariate and multivariate Cox regression analyses, Kaplan-Meier curves, and the area under the receiver operating characteristic curve (AUROC).

Results: Our results demonstrate a significant relationship between low expression of EIF3C and high levels of CD8 T-cell infiltration in the TIME, as well as a correlation between EIF3C expression and progression of NPC. Based on the expression levels of four EIF3C-related CD8 T-cell marker genes, we constructed the ETS predictive model for NPC prognosis, which demonstrated success in validation. Notably, our model can also serve as an accurate indicator for detecting immunotherapy response.

Conclusion: Our findings suggest that EIF3C plays a significant role in NPC progression and immune modulation, particularly in CD8 T-cell infiltration. Furthermore, the ETS model holds promise as both a prognostic predictor for NPC patients and a tool for adjusting individualized immunotherapy strategies.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10894114PMC
http://dx.doi.org/10.1007/s00432-023-05552-xDOI Listing

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