Waterpipe and cigarette epigenome analysis reveals markers implicated in addiction and smoking type inference

dc.contributor.authorAwada, Zainab
dc.contributor.authorCahais, Vincent
dc.contributor.authorCuenin, Cyrille
dc.contributor.authorAkika, Reem
dc.contributor.authorSilva Almeida Vicente, Anna Luiza
dc.contributor.authorMakki, Maha H.
dc.contributor.authorTamim, Hani Mohammed
dc.contributor.authorHerceg, Zdenko
dc.contributor.authorKhoueiry-Zgheib, Nathalie
dc.contributor.authorGhantous, Akram Y.
dc.contributor.departmentPharmacology and Toxicology
dc.contributor.departmentClinical Research Institute
dc.contributor.facultyFaculty of Medicine (FM)
dc.contributor.institutionAmerican University of Beirut
dc.date.accessioned2025-01-24T11:40:02Z
dc.date.available2025-01-24T11:40:02Z
dc.date.issued2023
dc.description.abstractWaterpipe smoking is frequent in the Middle East and Africa with emerging prevalence worldwide. The epigenome acts as a molecular sensor to exposures and a crucial driver in several diseases. With the widespread use of waterpipe smoking, it is timely to investigate its epigenomic markers and their role in addiction, as a central player in disease prevention and therapeutic strategies. DNA methylome-wide profiling was performed on an exposure-rich population from the Middle East, constituting of 216 blood samples split equally between never, cigarette-only and waterpipe-only smokers. Waterpipe smokers showed predominantly distinct epigenetic markers from cigarette smokers, even though both smoking forms are tobacco-based. Moreover, each smoking form could be accurately (∼90 %) inferred from the DNA methylome using machine learning. Top markers showed dose–response relationship with extent of smoking and were validated using independent technologies and additional samples (total N = 284). Smoking markers were enriched in regulatory regions and several biological pathways, primarily addiction. The epigenetically altered genes were not associated with genetic etiology of tobacco use, and the methylation levels of addiction genes, in particular, were more likely to reverse after smoking cessation. In contrast, other epigenetic markers continued to feature smoking exposure after cessation, which may explain long-term health effects observed in former smokers. This study reports, for the first time, blood epigenome-wide markers of waterpipe smokers and reveals new markers of cigarette smoking, with implications in mechanisms of addiction and the capacity to discriminate between different smoking types. These markers may offer actionable targets to reverse the epigenetic memory of addiction and can guide future prevention strategies for tobacco smoking as the most preventable cause of illnesses worldwide. © 2023
dc.identifier.doihttps://doi.org/10.1016/j.envint.2023.108260
dc.identifier.eid2-s2.0-85178002335
dc.identifier.pmid38006773
dc.identifier.urihttp://hdl.handle.net/10938/29416
dc.language.isoen
dc.publisherElsevier Ltd
dc.relation.ispartofEnvironment International
dc.sourceScopus
dc.subjectAddiction
dc.subjectBiomarker
dc.subjectCigarette
dc.subjectDna methylation
dc.subjectSmoking inference
dc.subjectWaterpipe
dc.subjectEpigenome
dc.subjectMiddle east
dc.subjectTobacco
dc.subjectTobacco products
dc.subjectWater pipe smoking
dc.subjectAfrica
dc.subjectAlkylation
dc.subjectBlood
dc.subjectDna
dc.subjectMethylation
dc.subjectSmoke
dc.subjectBiological marker
dc.subjectEpigenetics
dc.subjectEpigenomes
dc.subjectPrevention strategies
dc.subjectType inferences
dc.subjectDose-response relationship
dc.subjectGenomics
dc.subjectSmoking
dc.subjectAccuracy
dc.subjectAdult
dc.subjectArticle
dc.subjectBlood sampling
dc.subjectConcentration (parameter)
dc.subjectControlled study
dc.subjectFemale
dc.subjectGene function
dc.subjectHealth hazard
dc.subjectHuman
dc.subjectLebanon
dc.subjectMachine learning
dc.subjectMajor clinical study
dc.subjectMale
dc.subjectNon-smoker
dc.subjectSmoking cessation
dc.subjectTechnology
dc.subjectValidation study
dc.subjectWaterpipe tobacco
dc.subjectEpidemiology
dc.subjectGenes
dc.titleWaterpipe and cigarette epigenome analysis reveals markers implicated in addiction and smoking type inference
dc.typeArticle

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