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Author Spotlight: Advancements in Molecular Biomarker Testing for Non-Squamous Non-Small Cell Lung Cancer
Published on: September 8, 2023
Elucidating cellular origins and TME dynamic evolution in NSCLC through multi-omics technologies
1Department of Pulmonary and Critical Care Medicine, Institute of Respiratory Health, State Key Laboratory of Respiratory Health and Multimorbidity, Frontiers Science Center for Disease-related Molecular Network, Sichuan Provincial Engineering Laboratory of Precision Medicine, Precision Medicine Key Laboratory of Sichuan Province, West China Hospital, West China School of Medicine, Sichuan University, Chengdu 610041, Sichuan Province, China.
Abstract:
Non-small cell lung cancer (NSCLC) is a leading cause of cancer mortality. Despite progress in targeted therapies and immunotherapy, resistance driven by tumor heterogeneity and dynamic tumor microenvironment (TME) remodeling persists. Multi-omics (single-cell/spatial transcriptomics) reveals lung adenocarcinoma (LUAD) origins in alveolar type 2 (AT2) cells and lineage plasticity via SOX2/WNT/YAP pathways driving aggressive subtypes. The TME, a dynamic ecosystem of immune cells and fibroblasts, evolves through immune-editing phases and cancer-associated fibroblasts (CAF)/tumor-associated macrophage (TAM) crosstalk to foster immunosuppression. Multi-omics identifies key immune subsets (CXCL13+CD8+T cells, M1/M2 macrophages) and antigen-presenting cancer-associated fibroblasts (apCAFs) as therapeutic targets. Emerging strategies targeting lineage plasticity, TME reprogramming, and microbiome modulation may overcome immune checkpoint blockade (ICB)/tyrosine kinase inhibitor (TKI) resistance. Challenges in spatiotemporal heterogeneity resolution call for artificial intelligence (AI)-driven TME modeling to guide precision interventions. This review highlights multi-omics in bridging NSCLC evolution with clinical translation for personalized therapies.
Insights
Advanced multi-omics reveals non-small cell lung cancer (NSCLC) origins and tumor microenvironment (TME) dynamics. Targeting lineage plasticity and TME reprogramming offers new strategies against treatment resistance.
Area of Science:
- Oncology
- Genomics
- Immunology
Background:
- Non-small cell lung cancer (NSCLC) remains a major cause of cancer death.
- Tumor heterogeneity and microenvironment remodeling drive resistance to current therapies like immunotherapy and targeted treatments.
- Understanding lung adenocarcinoma (LUAD) cell origins and tumor microenvironment (TME) evolution is critical for new therapeutic strategies.
Purpose of the Study:
- To review how multi-omics approaches elucidate NSCLC origins and TME dynamics.
- To identify key cellular players and pathways driving LUAD progression and therapeutic resistance.
- To explore emerging strategies for overcoming resistance in NSCLC treatment.
Main Methods:
- Single-cell and spatial transcriptomics (multi-omics) to analyze cellular heterogeneity and spatial organization.
- Analysis of tumor microenvironment (TME) components, including immune cells and cancer-associated fibroblasts (CAFs).
- Review of emerging therapeutic strategies targeting lineage plasticity, TME reprogramming, and microbiome modulation.
Main Results:
- Multi-omics identifies alveolar type 2 (AT2) cells as LUAD origins, with SOX2/WNT/YAP pathways mediating lineage plasticity.
- The TME evolves through immune-editing, with CAF/tumor-associated macrophage (TAM) crosstalk promoting immunosuppression.
- Key therapeutic targets include specific immune subsets (CXCL13+CD8+T cells, M1/M2 macrophages) and antigen-presenting CAFs (apCAFs).
Conclusions:
- Multi-omics provides critical insights into NSCLC evolution and TME complexity.
- Targeting lineage plasticity, TME reprogramming, and microbiome modulation may overcome resistance to immune checkpoint blockade (ICB) and tyrosine kinase inhibitors (TKIs).
- AI-driven TME modeling is essential for resolving spatiotemporal heterogeneity and guiding precision interventions in NSCLC.
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