ArticleJournal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer2023
Impact of Aneuploidy and Chromosome 9p Loss on Tumor Immune Microenvironment and Immune Checkpoint Inhibitor Efficacy in NSCLC.
Article in Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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Who cites it
30 citing papers in PubMed, 39 citations in OpenAlex.
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- Biomarkers of pembrolizumab efficacy in advanced anal squamous cell carcinoma: analysis of a phase II clinical trial and a cohort of long-term responders.Journal for immunotherapy of cancer · 2024Trial
- Somatic copy number alterations profiling in non-small cell lung cancer and their correlation with clinical efficacy in first-line treatment.Genome medicine · 2026Article
- Chromosomal instability shapes the tumor microenvironment of esophageal adenocarcinoma via a cGAS-chemokine-myeloid axis.Science advances · 2026Article
- IFN signaling is associated with radiotherapy response in malignant peripheral nerve sheath tumors.The Journal of clinical investigation · 2026Article
- Expert consensus on the detection and clinical application of tumor mutational burden.Cancer biology & medicine · 2026Article
- Prevalence and Actionability of MTAP Loss in Oncogene-Driven Lung Cancer.bioRxiv : the preprint server for biology · 2026Article
- Emerging Predictive Biomarkers of Immunotherapy Sensitivity in Patients with Non-Small Cell Lung Cancer.ImmunoTargets and therapy · 2026Review
- Multi-omics analysis reveals differential benefits of immunotherapy±chemotherapy based on detailed smoking history in advanced non-small cell lung cancer.Journal for immunotherapy of cancer · 2025Article
- Molecular features influencing clinical outcome of advanced HER2-positive gastric cancer receiving trastuzumab plus chemotherapy.Annals of medicine · 2025Article
- Modeling and targeting general and chromosome-specific aneuploidy in cancer.Genes & development · 2025Review
- Interferon Epsilon Loss Is Elusive 9p21 Link to Immune-Cold Tumors, Resistant to Immune Checkpoint Therapy, and Endogenous CXCL9/10 Induction.Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer · 2025Review
- Chromosomal Instability as a Driver of Therapeutic Resistance and Phenotypic Plasticity in Non-Small Cell Lung Cancer.Journal of cellular and molecular medicine · 2025Article
- Tumor aneuploidy as a prognostic and predictive biomarker in immune checkpoint blockade.Nature genetics · 2025Review
- Advances in molecular pathology and therapy of non-small cell lung cancer.Signal transduction and targeted therapy · 2025Review
- ZC3H12D gene expression exhibits dual effects on the development and progression of lung adenocarcinoma.Scientific reports · 2025Article
- Translating premalignant biology to accelerate non-small-cell lung cancer interception.Nature reviews. Cancer · 2025Review
- Navigating established and emerging biomarkers for immune checkpoint inhibitor therapy.Cancer cell · 2025Review
- Immune Checkpoint Blockade Delays Cancer Development and Extends Survival in DNA Polymerase Mutator Syndromes.Cancer research · 2025Article
- Lung adenocarcinomas with mucinous histology: clinical, genomic, and immune microenvironment characterization and outcomes to immunotherapy-based treatments and KRASAnnals of oncology : official journal of the European Society for Medical Oncology · 2025Article
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Authors and funding
35 authors at 6 institutions in 1 country.
Funding
Abstract
introductionAlthough gene-level copy number alterations have been studied as a potential biomarker of immunotherapy efficacy in NSCLC, the impact of aneuploidy burden and chromosomal arm-level events on immune checkpoint inhibitor (ICI) efficacy in NSCLC is uncertain.
methodsPatients who received programmed cell death protein 1 or programmed death-ligand 1 (PD-L1) inhibitor at two academic centers were included. Across all 22 chromosomes analyzed, an arm was considered altered if at least 70% of its territory was either gained or deleted. Among nonsquamous NSCLCs which underwent targeted next-generation sequencing, we retrospectively quantified aneuploidy using the adjusted fraction of chromosomal arm alterations (FAA), defined as the number of altered chromosome arms divided by the number of chromosome arms assessed, adjusted for tumor purity.
resultsAmong 2293 nonsquamous NSCLCs identified, the median FAA increased with more advanced cancer stage and decreased with higher PD-L1 tumor proportion score (TPS) levels (median FAA in TPS < 1%: 0.09, TPS 1%-49%: 0.08, TPS ≥ 50%: 0.05, p < 0.0001). There was a very weak correlation between FAA and tumor mutational burden when taken as continuous variables (R: 0.07, p = 0.0005). A total of 765 advanced nonsquamous NSCLCs with available FAA values were treated with ICIs. With decreasing FAA tertiles, there was a progressive improvement in objective response rate (ORR 15.1% in upper tertile versus 23.2% in middle tertile versus 28.4% in lowest tertile, p = 0.001), median progression-free survival (mPFS 2.5 versus 3.3 versus 4.1 mo, p < 0.0001), and median overall survival (mOS 12.5 versus 13.9 versus 16.4 mo, p = 0.006), respectively. In the arm-level enrichment analysis, chromosome 9p loss (OR = 0.22, Q = 0.0002) and chromosome 1q gain (OR = 0.43, Q = 0.002) were significantly enriched in ICI nonresponders after false discovery rate adjustment. Compared with NSCLCs without chromosome 9p loss (n = 452), those with 9p loss (n = 154) had a lower ORR (28.1% versus 7.8%, p < 0.0001), a shorter mPFS (4.1 versus 2.3 mo, p < 0.0001), and a shorter mOS (18.0 versus 9.6 mo, p < 0.0001) to immunotherapy. In addition, among NSCLCs with high PD-L1 expression (TPS ≥ 50%), chromosome 9p loss was associated with lower ORR (43% versus 6%, p < 0.0001), shorter mPFS (6.4 versus 2.6 mo, p = 0.0006), and shorter mOS (30.2 versus 14.3 mo, p = 0.0008) to immunotherapy compared with NSCLCs without 9p loss. In multivariable analysis, adjusting for key variables including FAA, chromosome 9p loss, but not 1q gain, retained a significant impact on ORR (hazard ratio [HR] = 0.25, p < 0.001), mPFS (HR = 1.49, p = 0.001), and mOS (HR = 1.47, p = 0.003). Multiplexed immunofluorescence and computational deconvolution of RNA sequencing data revealed that tumors with either high FAA levels or chromosome 9p loss had significantly fewer tumor-associated cytotoxic immune cells.
conclusionsNonsquamous NSCLCs with high aneuploidy and chromosome 9p loss have a distinct tumor immune microenvironment and less favorable outcomes to ICIs.
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