ArticleClinical cancer research : an official journal of the American Association for Cancer Research2019
Expression Analysis and Significance of PD-1, LAG-3, and TIM-3 in Human Non-Small Cell Lung Cancer Using Spatially Resolved and Multiparametric Single-Cell Analysis.
Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 220 papers, 2 of them syntheses that pooled it.
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Who cites it
220 citing papers in PubMed, 2 syntheses or guidelines pooled it, 322 citations in OpenAlex.
- Antibiotic adoption effects on nutrition and quality of life in lung cancer patients undergoing radiotherapy and chemotherapy: A meta-analysis.Technology and health care : official journal of the European Society for Engineering and Medicine · 2024Pooled it
- Cutting edges and therapeutic opportunities on tumor-associated macrophages in lung cancer.Frontiers in immunology · 2022Pooled it
- Efficacy and safety of anti-LAG-3 IBI110 in combination with sintilimab and chemotherapy for advanced squamous non-small cell lung cancer: a randomized phase II study.Cancer immunology, immunotherapy : CII · 2026Trial
- Combined Targeting of PD-1 and TIM-3 in Patients with Locally Advanced or Metastatic Non-Small Cell Lung Cancer: AMBER Part 2B.Clinical cancer research : an official journal of the American Association for Cancer Research · 2025Trial
- Generation of Allogeneic CAR-T Circumvents Functional Deficits in Patient-Derived Autologous Product for Glioblastoma.International journal of cancer · 2026Article
- Targeting Immune Checkpoint Proteins in Cancer Therapy and the Potential of RNAi-Based Immunotherapy.Pharmaceuticals (Basel, Switzerland) · 2026Review
- Deciphering lung cancer at high resolution: a narrative review of applications of single-cell and spatial transcriptomics sequencing.Translational lung cancer research · 2026Review
- Prognostic Impact and Clinicopathological Significance of TIM-3 and LAG-3 Expressions in Laryngeal Squamous Cell Carcinoma.Laryngoscope investigative otolaryngology · 2026Article
- Review
- Immunosuppressive Tumor Microenvironment Signatures Predict Early Progression in NSCLC Patients Receiving Immune Checkpoint Inhibitors: A Transcriptomic and Immune Deconvolution Analysis of GSE135222.Medicina (Kaunas, Lithuania) · 2026Article
- Distinct genomic and immunologic tumor evolution in germline TP53-driven breast cancers.Nature communications · 2026Article
- Association of Circulating T Cell and Tumor Microenvironment Profiles with Immune Checkpoint Blockade Outcomes in Sarcoma.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026Article
- Navigating the Landscape of Cytometry-Based Single-Cell Proteomics: Quantification, Annotation, and Resources.International journal of molecular sciences · 2026Review
- Innate-like T Cell Biology in the Tumor Microenvironment Implications for Cancer Immunotherapy.Cells · 2026Review
- M2 macrophages modulate the differentiation of CD8 + CD101-TIM3 + T cells via the SPP1‒CD44 pathway, influencing the immunotherapeutic response in NSCLC.Journal of translational medicine · 2026Article
- Development andFrontiers in immunology · 2026Article
- Plying potency assays for immunotherapy of solid tumors.Frontiers in immunology · 2026Review
- Optimized In Vitro T-Cell Exhaustion Assay for Evaluating T-Cell-Dependent Bispecific Antibodies.Methods in molecular biology (Clifton, N.J.) · 2026Article
- Rejuvenated Hematopoietic Stem and Progenitor Cell-Engineered CAR-Armored Natural Killer T Cells for Malignant Pleural Mesothelioma.Research (Washington, D.C.) · 2026Article
- Tumor immune microenvironment score predicts efficacy of immune checkpoint inhibitors-based regimens in advanced non-small cell lung cancer.Journal of translational medicine · 2025Article
160 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
25 authors at 9 institutions in 2 countries.
Funding
Abstract
purposeTo determine the tumor tissue/cell distribution, functional associations, and clinical significance of PD-1, LAG-3, and TIM-3 protein expression in human non-small cell lung cancer (NSCLC). EXPERIMENTAL
designUsing multiplexed quantitative immunofluorescence, we performed localized measurements of CD3, PD-1, LAG-3, and TIM-3 protein in >800 clinically annotated NSCLCs from three independent cohorts represented in tissue microarrays. Associations between the marker's expression and major genomic alterations were studied in The Cancer Genome Atlas NSCLC dataset. Using mass cytometry (CyTOF) analysis of leukocytes collected from 20 resected NSCLCs, we determined the levels, coexpression, and functional profile of PD-1, LAG-3, and TIM-3 expressing immune cells. Finally, we measured the markers in baseline samples from 90 patients with advanced NSCLC treated with PD-1 axis blockers and known response to treatment.
resultsPD-1, LAG-3, and TIM-3 were detected in tumor-infiltrating lymphocytes (TIL) from 55%, 41.5%, and 25.3% of NSCLC cases, respectively. These markers showed a prominent association with each other and limited association with major clinicopathologic variables and survival in patients not receiving immunotherapy. Expression of the markers was lower in EGFR-mutated adenocarcinomas and displayed limited association with tumor mutational burden. In single-cell CyTOF analysis, PD-1 and LAG-3 were predominantly localized on T-cell subsets/NKT cells, whereas TIM-3 expression was higher in NK cells and macrophages. Coexpression of PD-1, LAG-3, and TIM-3 was associated with prominent T-cell activation (CD69/CD137), effector function (Granzyme-B), and proliferation (Ki-67), but also with elevated levels of proapoptotic markers (FAS/BIM). LAG-3 and TIM-3 were present in TIL subsets lacking PD-1 expression and showed a distinct functional profile. In baseline samples from 90 patients with advanced NSCLC treated with PD-1 axis blockers, elevated LAG-3 was significantly associated with shorter progression-free survival.
conclusionsPD-1, LAG-3, and TIM-3 have distinct tissue/cell distribution, functional implications, and genomic correlates in human NSCLC. Expression of these immune inhibitory receptors in TILs is associated with prominent activation, but also with a proapoptotic T-cell phenotype. Elevated LAG-3 expression is associated with insensitivity to PD-1 axis blockade, suggesting independence of these immune evasion pathways.
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