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Updated: Sep 10, 2025

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.
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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