ArticleThe Lancet. Respiratory medicine2018
Epigenetic prediction of response to anti-PD-1 treatment in non-small-cell lung cancer: a multicentre, retrospective analysis.
Article in The Lancet. Respiratory medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 130 papers, 2 of them syntheses that pooled it.
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Who cites it
130 citing papers in PubMed, 2 syntheses or guidelines pooled it, 220 citations in OpenAlex.
- Systematic Review and Meta-analysis of Peripheral Blood DNA Methylation Studies in Inflammatory Bowel Disease.Journal of Crohn's & colitis · 2023Pooled it
- Tumour-infiltrating lymphocytes: from prognosis to treatment selection.British journal of cancer · 2023Pooled it
- Epigenetics in lung cancer precision medicine: from bench to bedside-a narrative review.Translational lung cancer research · 2026Review
- DNA methylation biomarkers-based pan-cancer classifier: predictive modeling for cancer classification.Genome medicine · 2026Article
- Fusing data from CT deep learning, CT radiomics and peripheral blood immune profiles to diagnose lung cancer in a cohort of patients experiencing symptoms.EBioMedicine · 2026Article
- Multi-omics biomarkers for predicting resistance, hyperprogression, and immune-related toxicity during PD-1/PD-L1 therapy in lung cancer: a literature review.Frontiers in immunology · 2026Review
- The role of DNA methylation in directing treatment in medulloblastoma.Epigenomics · 2025Review
- Epigenetic-mediated positive feedback loop facilitates the progression of lung adenocarcinoma.iScience · 2025Article
- DNA methylation profiles predicting response to anti-PD-1-based treatment in patients with advanced gastric cancer.BMC medicine · 2025Article
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- MED8 is related to tumor immunity and has predictive value in the prognosis and treatment of glioma.Discover oncology · 2025Article
- Towards the Prediction of Responses to Cancer Immunotherapy: A Multi-Omics Review.Life (Basel, Switzerland) · 2025Review
- Getting the right combination to break the epigenetic code.Nature reviews. Clinical oncology · 2025Review
- Effect of neutrophils on tumor immunity and immunotherapy resistance with underlying mechanisms.Cancer communications (London, England) · 2025Review
- DNA Methylation in Lung Cancer: Predictive Biomarkers for Effective Immunotherapy.International journal of general medicine · 2025Review
- Recent advances in biomarkers for predicting the efficacy of immunotherapy in non-small cell lung cancer.Frontiers in immunology · 2025Review
- Tumor Methylation Burden (TMeB) in Non-Small Cell Lung Cancer: A New Way of Thinking About Epigenetics.International journal of molecular sciences · 2024Article
- A review on trends in development and translation of omics signatures in cancer.Computational and structural biotechnology journal · 2024Review
- Predictive biomarkers for immune checkpoint efficacy: is multi-omics breaking the deadlock?Translational lung cancer research · 2024Article
- DNA-methylome-derived epigenetic fingerprint as an immunophenotype indicator of durable clinical immunotherapeutic benefits in head and neck squamous cell carcinoma.Cellular oncology (Dordrecht, Netherlands) · 2024Article
70 more citing papers are in PubMed but not listed here.
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Authors and funding
48 authors at 20 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAnti-programmed death-1 (PD-1) treatment for advanced non-small-cell lung cancer (NSCLC) has improved the survival of patients. However, a substantial percentage of patients do not respond to this treatment. We examined the use of DNA methylation profiles to determine the efficacy of anti-PD-1 treatment in patients recruited with current stage IV NSCLC.
methodsIn this multicentre study, we recruited adult patients from 15 hospitals in France, Spain, and Italy who had histologically proven stage IV NSCLC and had been exposed to PD-1 blockade during the course of the disease. The study structure comprised a discovery cohort to assess the correlation between epigenetic features and clinical benefit with PD-1 blockade and two validation cohorts to assess the validity of our assumptions. We first established an epigenomic profile based on a microarray DNA methylation signature (EPIMMUNE) in a discovery set of tumour samples from patients treated with nivolumab or pembrolizumab. The EPIMMUNE signature was validated in an independent set of patients. A derived DNA methylation marker was validated by a single-methylation assay in a validation cohort of patients. The main study outcomes were progression-free survival and overall survival. We used the Kaplan-Meier method to estimate progression-free and overall survival, and calculated the differences between the groups with the log-rank test. We constructed a multivariate Cox model to identify the variables independently associated with progression-free and overall survival.
findingsBetween June 23, 2014, and May 18, 2017, we obtained samples from 142 patients: 34 in the discovery cohort, 47 in the EPIMMUNE validation cohort, and 61 in the derived methylation marker cohort (the T-cell differentiation factor forkhead box P1 [FOXP1]). The EPIMMUNE signature in patients with stage IV NSCLC treated with anti-PD-1 agents was associated with improved progression-free survival (hazard ratio [HR] 0·010, 95% CI 3·29 × 10
interpretationOur study shows that the epigenetic milieu of NSCLC tumours indicates which patients are most likely to benefit from nivolumab or pembrolizumab treatments. The methylation status of FOXP1 could be associated with validated predictive biomarkers such as PD-L1 staining and mutational load to better select patients who will experience clinical benefit with PD-1 blockade, and its predictive value should be evaluated in prospective studies.
funding"Obra Social" La Caixa, Cellex Foundation, and the Health and Science Departments of the Generalitat de Catalunya.
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