Epigenetic Biomarkers of Transition from Metabolically Healthy Obesity to Metabolically Unhealthy Obesity Phenotype: A Prospective Study.

dc.contributor.authorGutiérrez-Repiso, Carolina
dc.contributor.authorLinares-Pineda, Teresa María
dc.contributor.authorGonzalez-Jimenez, Andres
dc.contributor.authorAguilar-Lineros, Francisca
dc.contributor.authorValdés, Sergio
dc.contributor.authorSoriguer, Federico
dc.contributor.authorRojo-Martínez, Gemma
dc.contributor.authorTinahones, Francisco J
dc.contributor.authorMorcillo, Sonsoles
dc.date.accessioned2025-01-07T14:58:47Z
dc.date.available2025-01-07T14:58:47Z
dc.date.issued2021-09-27
dc.description.abstractIdentifying those parameters that could potentially predict the deterioration of metabolically healthy phenotype is a matter of debate. In this field, epigenetics, in particular DNA methylation deserves special attention. The aim of the present study was to analyze the long-term evolution of methylation patterns in a subset of metabolically healthy subjects in order to search for epigenetic markers that could predict the progression to an unhealthy state. Twenty-six CpG sites were significantly differentially methylated, both at baseline and 11-year follow-up. These sites were related to 19 genes or pseudogenes; a more in-depth analysis of the methylation sites of these genes showed that CYP2E1 had 50% of the collected CpG sites differently methylated between stable metabolically healthy obesity (MHO) and unstable MHO, followed by HLA-DRB1 (33%), ZBTB45 (16%), HOOK3 (14%), PLCZ1 (14%), SLC1A1 (12%), MUC2 (12%), ZFPM2 (12.5%) and HLA-DQB2 (8%). Pathway analysis of the selected 26 CpG sites showed enrichment in pathways linked to th1 and th2 activation, antigen presentation, allograft rejection signals and metabolic processes. Higher methylation levels in the cg20707527 (ZFPM2) could have a protective effect against the progression to unstable MHO (OR: 0.21, 95%CI (0.067-0.667), p DNA methylation status is associated with the stability/worsening of MHO phenotype. Two potential biomarkers of the transition to an unhealthy state were identified and deserve further investigation (cg20707527 and cg11445109). Moreover, the described differences in methylation could alter immune system-related pathways, highlighting these pathways as therapeutic targets to prevent metabolic deterioration in MHO patients.
dc.identifier.doi10.3390/ijms221910417
dc.identifier.essn1422-0067
dc.identifier.pmcPMC8508854
dc.identifier.pmid34638758
dc.identifier.pubmedURLhttps://pmc.ncbi.nlm.nih.gov/articles/PMC8508854/pdf
dc.identifier.unpaywallURLhttps://www.mdpi.com/1422-0067/22/19/10417/pdf?version=1632880301
dc.identifier.urihttps://hdl.handle.net/10668/26767
dc.issue.number19
dc.journal.titleInternational journal of molecular sciences
dc.journal.titleabbreviationInt J Mol Sci
dc.language.isoen
dc.organizationInstituto de Investigación Biomédica de Málaga - Plataforma Bionand (IBIMA)
dc.organizationSAS - Hospital Universitario Virgen de la Victoria
dc.organizationSAS - Hospital Universitario Regional de Málaga
dc.organizationInstituto de Investigación Biomédica de Málaga - Plataforma Bionand (IBIMA)
dc.pubmedtypeClinical Trial
dc.pubmedtypeJournal Article
dc.rightsAttribution 4.0 International
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectDNA methylation
dc.subjectepigenetic biomarkers
dc.subjectmetabolic syndrome
dc.subjectmetabolically healthy obesity
dc.subject.meshAdolescent
dc.subject.meshAdult
dc.subject.meshAged
dc.subject.meshBiomarkers
dc.subject.meshCpG Islands
dc.subject.meshDNA Methylation
dc.subject.meshEpigenesis, Genetic
dc.subject.meshFemale
dc.subject.meshFollow-Up Studies
dc.subject.meshHumans
dc.subject.meshMale
dc.subject.meshMiddle Aged
dc.subject.meshObesity
dc.subject.meshPhenotype
dc.subject.meshProspective Studies
dc.titleEpigenetic Biomarkers of Transition from Metabolically Healthy Obesity to Metabolically Unhealthy Obesity Phenotype: A Prospective Study.
dc.typeresearch article
dc.type.hasVersionVoR
dc.volume.number22

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