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Updated: Jun 15, 2025

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
T lymphocyte heterogeneity in NSCLC: implications for biomarker development and therapeutic innovation
Yu Liu1,2, Denghui Qin1,2, Jiejun Fu1,2,3
1Center for Translational Medicine, Guangxi Medical University, Nanning, Guangxi, China.
Abstract:
Non-small cell lung cancer (NSCLC) immunotherapy has been revolutionized by immune checkpoint inhibitors (ICIs), yet response heterogeneity persists due to dynamic tumor-immune interactions. This review summarizes recent studies in understanding tumor-infiltrating lymphocyte (TIL) biology, highlighting CD8+ cytotoxic T cells and regulatory T cells (Tregs) as pivotal regulators of immune surveillance and suppression. We summarize emerging biomarkers such as TCR clonality, spatial distribution of tumor-infiltrating lymphocytes (TILs), and exhaustion markers including PD-1, TCF1, and TIM-3, which predict immune checkpoint inhibitor (ICI) efficacy beyond PD-L1 expression. This review specifically describes radiotherapy-induced immunogenic remodeling and peripheral T cell dynamics as innovative strategies to monitor immune response and resistance mechanisms. By integrating results from single-cell omics and AI-driven spatial analysis, we propose multidimensional frameworks of TIL in NSCLC to overcome resistance and optimize immunotherapy combinations. These insights collectively advance NSCLC immunotherapy toward precision modulation of the tumor immune microenvironment.
Insights
This review explores tumor-infiltrating lymphocytes (TILs) in non-small cell lung cancer (NSCLC) immunotherapy. Understanding TILs and biomarkers like TCR clonality can improve immune checkpoint inhibitor (ICI) efficacy beyond PD-L1.
Area of Science:
- Oncology
- Immunology
- Cancer Research
Background:
- Immune checkpoint inhibitors (ICIs) have transformed non-small cell lung cancer (NSCLC) treatment, but patient responses vary.
- Tumor-immune interactions significantly influence treatment outcomes, necessitating a deeper understanding of the tumor microenvironment.
Purpose of the Study:
- To review current knowledge on tumor-infiltrating lymphocyte (TIL) biology in NSCLC.
- To highlight novel biomarkers and strategies for predicting and enhancing ICI efficacy.
- To propose integrated frameworks for optimizing NSCLC immunotherapy.
Main Methods:
- Literature review of recent studies on TILs, biomarkers, and immunogenic remodeling.
- Analysis of emerging biomarkers including TCR clonality, spatial TIL distribution, and exhaustion markers (PD-1, TCF1, TIM-3).
- Integration of single-cell omics and AI-driven spatial analysis.
Main Results:
- CD8+ cytotoxic T cells and regulatory T cells (Tregs) are key regulators of immune responses in NSCLC.
- Biomarkers beyond PD-L1, such as TCR clonality and exhaustion markers, show promise in predicting ICI response.
- Radiotherapy can induce immunogenic remodeling, and peripheral T cell dynamics offer insights into immune monitoring.
Conclusions:
- Multidimensional frameworks integrating TIL biology and advanced analytical methods can overcome immunotherapy resistance in NSCLC.
- Precision modulation of the tumor immune microenvironment is crucial for advancing NSCLC immunotherapy.
- Further research into TILs and novel biomarkers will refine treatment strategies and improve patient outcomes.
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