ArticleJournal for immunotherapy of cancer2023
Divergent tumor and immune cell reprogramming underlying immunotherapy response and immune-related adverse events in lung squamous cell carcinoma.
Article in Journal for immunotherapy of cancer, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 1 of them a synthesis that pooled it.
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Who cites it
32 citing papers in PubMed, 1 synthesis or guideline pooled it, 29 citations in OpenAlex.
- PD-1/PD-L1 inhibitors plus chemotherapy versus chemotherapy alone for Chinese patients with advanced non-small-cell lung cancer: an updated meta-analysis based on phase 3 randomized controlled trials.World journal of surgical oncology · 2025Pooled it
- Deciphering lung cancer at high resolution: a narrative review of applications of single-cell and spatial transcriptomics sequencing.Translational lung cancer research · 2026Review
- Heterogeneity of macrophages in PD-1/PD-L1 inhibitor therapy: a single-cell perspective.Cellular & molecular biology letters · 2026Review
- Immune-related adverse events between elderly patients with gastrointestinal and lung cancers: A real-world study.Chinese medical journal · 2026Article
- IGSF9 drives malignant transformation and predicts early-stage lung adenocarcinoma in integrated transcriptomic analyses.Discover oncology · 2026Article
- The role of the tumor microenvironment in drug resistance acquisition in lung squamous cell carcinoma.Journal of experimental & clinical cancer research : CR · 2026Review
- Targeted immunomodulation for chronic diseases through advanced delivery platforms.Expert opinion on drug delivery · 2026Review
- Omics-based biomarkers of immune-related organ toxicities associated with immune checkpoint inhibitors: a scoping review and evidence map.Frontiers in immunology · 2026Article
- A 7-gene expression signature predicts immune microenvironment remodeling and neoadjuvant chemo-immunotherapy response in lung squamous cell carcinoma.Frontiers in immunology · 2026Article
- PIK3CA mutation-induced immune microenvironment remodeling sensitizes cervical cancer to immunotherapy.Frontiers in immunology · 2026Article
- A predictive model for immunotherapy efficacy in cancer based on dynamic changes of CD8+ T cells: a pan-cancer retrospective study.Frontiers in immunology · 2026Article
- Interferon-primed immune landscapes predict immune-related adverse events during immune checkpoint inhibitor therapy.Frontiers in cell and developmental biology · 2026Article
- The role of metabolites in the causal effect of immune cell phenotypes on immunotherapy toxicity risk.Discover oncology · 2025Article
- Distinct immune cell dynamics associated with immune-related adverse events during combined chemoradiation and immune checkpoint inhibitor therapy.Nature communications · 2025Article
- Beyond single biomarkers: multi-omics strategies to predict immunotherapy outcomes in blood cancers.Clinical and experimental medicine · 2025Review
- Resident Macrophage-Orchestrated Immune and Fibroblast Interactions in Immune Checkpoint Inhibitor-Associated Nephrotoxicity.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Decoding the tumor immune microenvironment in lung squamous cell carcinoma: characteristics, regulatory mechanisms, and future directions in immunotherapy.Translational lung cancer research · 2025Review
- Graph-based deep learning for integrating single-cell and bulk transcriptomic data to identify clinical cancer subtypes.Briefings in bioinformatics · 2025Article
- Circulating Plasma Proteins as Biomarkers for Immunotherapy Toxicity: Insights from Proteome-Wide Mendelian Randomization and Bioinformatics Analysis.Biomedicines · 2025Article
- Survival benefit of postoperative chemotherapy in stage III lung squamous cell carcinoma based on SEER database analysis through propensity score matching.Scientific reports · 2025Article
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Authors and funding
10 authors at 6 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundLung squamous cell carcinoma (LUSC) remains a leading cause of cancer-related deaths with few therapeutic strategies. Immune checkpoint inhibitors (ICIs) have demonstrated promising efficacy in patients with LUSC. However, ICIs could also lead to a unique spectrum of immune-related adverse events (irAEs), which dampen the clinical outcome. In-depth characterization of the immune hallmarks of antitumor responses and irAEs remains an unmet need to maximize ICI-treatment benefits of patients.
methodsWe performed single-cell RNA sequencing (scRNA-seq) on pre-ICI and on-ICI treatment tumor biopsies. We used bulk RNA-seq data of matched pretreatment/on-treatment tumors and irAE affected organs to validate observations from scRNA-seq analysis. Two independent patient cohorts were collected to determine circulating tumor necrosis factor (TNF) protein expression levels.
resultsWe found that increased proportions of a macrophage subcluster with highly expressed secreted phosphoprotein 1 (SPP1) and two tumor cell subclusters in irAE patients, whereas proportions of two cytotoxic CD8+ T cell subclusters were higher in patients with partial response (PR). TNF signaling pathway was conversely associated with treatment efficacy and irAE development in most macrophage and tumor cell subclusters. Cell-cell communications for TNF ligand-receptor pairs between macrophage/T cells and tumor cells were also bidirectionally remodeled in responders versus non-responders and irAE versus non-irAE patients. Bulk RNA-seq analysis on matched pretreatment/on-treatment tumors and irAE affected organs revealed remarkably enhanced macrophage abundance and TNF signaling pathway in on-treatment tumors and organs developed irAEs. Furthermore, we observed significantly increased circulating TNF protein in plasma or serum of irAE patients but not ICI responders, based on analysis of two independent LUSC patient cohorts and one published ICI patient cohort.
conclusionsOur data depicts specific reprogramming of macrophage, T cells and tumor cells associated with ICI response and irAEs, elucidates divergent roles of TNF signaling in antitumor immunity and irAEs, and highlights the significance of TNF expression in irAE development in the LUSC setting.
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