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Epigenetic prediction of response to anti-PD-1 treatment in non-small-cell lung cancer: a multicentre, retrospective analysis.

dc.contributor.authorDuruisseaux, Michäel
dc.contributor.authorMartinez-Cardus, Anna
dc.contributor.authorCalleja-Cervantes, Maria E
dc.contributor.authorMoran, Sebastian
dc.contributor.authorCastro-de-Moura, Manuel
dc.contributor.authorDavalos, Veronica
dc.contributor.authorPiñeyro, David
dc.contributor.authorSanchez-Cespedes, Montse
dc.contributor.authorGirard, Nicolas
dc.contributor.authorBrevet, Marie
dc.contributor.authorGiroux-Leprieur, Etienne
dc.contributor.authorDumenil, Coraline
dc.contributor.authorPradotto, Monica
dc.contributor.authorBironzo, Paolo
dc.contributor.authorCapelletto, Enrica
dc.contributor.authorNovello, Silvia
dc.contributor.authorCortot, Alexis
dc.contributor.authorCopin, Marie-Christine
dc.contributor.authorKarachaliou, Niki
dc.contributor.authorGonzalez-Cao, Maria
dc.contributor.authorPeralta, Sergio
dc.contributor.authorMontuenga, Luis M
dc.contributor.authorGil-Bazo, Ignacio
dc.contributor.authorBaraibar, Iosune
dc.contributor.authorLozano, Maria D
dc.contributor.authorVarela, Mar
dc.contributor.authorRuffinelli, Jose C
dc.contributor.authorPalmero, Ramon
dc.contributor.authorNadal, Ernest
dc.contributor.authorMoran, Teresa
dc.contributor.authorPerez, Lidia
dc.contributor.authorRamos, Immaculada
dc.contributor.authorXiao, Qingyang
dc.contributor.authorFernandez, Agustin F
dc.contributor.authorFraga, Mario F
dc.contributor.authorGut, Marta
dc.contributor.authorGut, Ivo
dc.contributor.authorTeixidó, Cristina
dc.contributor.authorVilariño, Noelia
dc.contributor.authorPrat, Aleix
dc.contributor.authorReguart, Noemi
dc.contributor.authorBenito, Amparo
dc.contributor.authorGarrido, Pilar
dc.contributor.authorBarragan, Isabel
dc.contributor.authorEmile, Jean-François
dc.contributor.authorRosell, Rafael
dc.contributor.authorBrambilla, Elisabeth
dc.contributor.authorEsteller, Manel
dc.contributor.funderObra Social” La Caixa
dc.contributor.funderCellex Foundation
dc.contributor.funderHealth and Science Departments of the Generalitat de Catalunya
dc.date.accessioned2023-01-25T10:21:23Z
dc.date.available2023-01-25T10:21:23Z
dc.date.issued2018-08-09
dc.description.abstractAnti-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. In 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. Between 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 × 10-4-0·0282; p=0·0067) and overall survival (0·080, 0·017-0·373; p=0·0012). The EPIMMUNE-positive signature was not associated with PD-L1 expression, the presence of CD8+ cells, or mutational load. EPIMMUNE-negative tumours were enriched in tumour-associated macrophages and neutrophils, cancer-associated fibroblasts, and senescent endothelial cells. The EPIMMUNE-positive signature was associated with improved progression-free survival in the EPIMMUNE validation cohort (0·330, 0·149-0·727; p=0·0064). The unmethylated status of FOXP1 was associated with improved progression-free survival (0·415, 0·209-0·802; p=0·0063) and overall survival (0·409, 0·220-0·780; p=0·0094) in the FOXP1 validation cohort. The EPIMMUNE signature and unmethylated FOXP1 were not associated with clinical benefit in lung tumours that did not receive immunotherapy. Our 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. "Obra Social" La Caixa, Cellex Foundation, and the Health and Science Departments of the Generalitat de Catalunya.
dc.description.versionSi
dc.identifier.citationDuruisseaux M, Martínez-Cardús A, Calleja-Cervantes ME, Moran S, Castro de Moura M, Davalos V, et al. Epigenetic prediction of response to anti-PD-1 treatment in non-small-cell lung cancer: a multicentre, retrospective analysis. Lancet Respir Med. 2018 Oct;6(10):771-781
dc.identifier.doi10.1016/S2213-2600(18)30284-4
dc.identifier.essn2213-2619
dc.identifier.pmid30100403
dc.identifier.unpaywallURLhttp://diposit.ub.edu/dspace/bitstream/2445/125743/1/Esteller_%202018.pdf
dc.identifier.urihttp://hdl.handle.net/10668/12826
dc.issue.number10
dc.journal.titleThe Lancet. Respiratory medicine
dc.journal.titleabbreviationLancet Respir Med
dc.language.isoen
dc.organizationHospital Universitario Virgen de la Victoria
dc.organizationHospital Universitario Regional de Málaga
dc.page.number771-781
dc.provenanceRealizada la curación de contenido 31/03/2025
dc.publisherElsevier
dc.pubmedtypeJournal Article
dc.pubmedtypeMulticenter Study
dc.pubmedtypeResearch Support, Non-U.S. Gov't
dc.relation.publisherversionhttps://linkinghub.elsevier.com/retrieve/pii/S2213-2600(18)30284-4
dc.rights.accessRightsRestricted Access
dc.subjectProgrammed Cell Death 1 Receptor
dc.subjectProgression-Free Survival
dc.subjectProportional Hazards Models
dc.subjectRepressor Proteins
dc.subject.decsMetilación de ADN
dc.subject.decsEpigenómica
dc.subject.decsLinfocitos T
dc.subject.decsInmunoterapia
dc.subject.decsNeoplasias Pulmonares
dc.subject.decsFibroblastos Asociados al Cáncer
dc.subject.meshAdult
dc.subject.meshAged
dc.subject.meshAged, 80 and over
dc.subject.meshAntibodies, Monoclonal, Humanized
dc.subject.meshAntineoplastic Agents, Immunological
dc.subject.meshBiomarkers, Tumor
dc.subject.meshCarcinoma, Non-Small-Cell Lung
dc.subject.meshDNA Methylation
dc.subject.meshEpigenomics
dc.subject.meshFemale
dc.subject.meshForkhead Transcription Factors
dc.subject.meshHumans
dc.subject.meshKaplan-Meier Estimate
dc.subject.meshLung Neoplasms
dc.subject.meshMale
dc.subject.meshMiddle Aged
dc.subject.meshMultivariate Analysis
dc.subject.meshNivolumab
dc.subject.meshPredictive Value of Tests
dc.subject.meshRetrospective Studies
dc.subject.meshTreatment Outcome
dc.titleEpigenetic prediction of response to anti-PD-1 treatment in non-small-cell lung cancer: a multicentre, retrospective analysis.
dc.typeresearch article
dc.type.hasVersionAM
dc.volume.number6
dspace.entity.typePublication

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