Publication:
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.contributor.authoraffiliation[Gutiérrez-Repiso,C; Linares-Pineda,TM; Aguilar-Lineros,F; Tinahones,FJ; Morcillo,S] Unidad de Gestión Clínica de Endocrinología y Nutrición del Hospital Virgen de la Victoria, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain. [Gutiérrez-Repiso,C; Tinahones,FJ; Morcillo,S] Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y la Nutrición (CIBERobn), Instituto de Salud Carlos III, Madrid, Spain. [Gonzalez-Jimenez,A] ECAI Bioinformática Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain. [Valdés,S; Soriguer,F; Rojo-Martínez,G] Departamento de Endocrinología and Nutrición, Hospital Regional Universitario de Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain. [Valdés,S; Soriguer,F; Rojo-Martínez,G] Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, Madrid, Spain. [Tinahones,FJ] Departamento de Medicina y Dermatología, Universidad de Málaga, Málaga, Spain.
dc.date.accessioned2024-02-19T15:31:09Z
dc.date.available2024-02-19T15:31:09Z
dc.date.issued2021-09-27
dc.description.abstractBackground: Identifying 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. Results: 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 < 0.0001), whilst higher methylation levels in cg11445109 (CYP2E1) would increase the progression to MUO; OR: 2.72, 95%CI (1.094–6.796), p < 0.0014; respectively). Conclusions: 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.description.sponsorshipT.M.L.-P. and C.G.-R. were supported by a grant from the Instituto de Salud Carlos III (FI19/00178 and CP20/00066, respectively). F.A.-L. is supported by a grant from “Programa Estatal de Promoción del Talento y su empleabilidad 2018” (PEJ2018-005156-A). S.M. and G.R.-M. are supported by Nicolas Monardes program of the Consejería de Salud de la Junta de Andalucía (C 0050-2017, C-0060-2012, respectively). This work was supported in part by a grant from the Instituto de Salud Carlos III (PI15-01350). This study has been co-funded by FEDER funds (“A way to make Europe”). CIBER Fisiopatología de la Obesidad y Nutrición (CIBEROBN) and CIBER de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM) are ISCIII projects.
dc.identifier.doi10.3390/ijms221910417
dc.identifier.e-issn1422-0067es_ES
dc.identifier.journalInternational Journal of Molecular Scienceses_ES
dc.identifier.otherhttp://hdl.handle.net/10668/4243
dc.identifier.pubmedID34638758es_ES
dc.identifier.urihttp://hdl.handle.net/20.500.12105/18471
dc.language.isoeng
dc.publisherMultidisciplinary Digital Publishing Institute (MDPI)
dc.relation.publisherversionhttps://www.mdpi.com/1422-0067/22/19/10417/htmes
dc.rights.accessRightsopen accesses_ES
dc.rights.licenseAttribution 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subjectMetabolically healthy obesity
dc.subjectEpigenetic biomarkers
dc.subjectMetabolic syndrome
dc.subjectDNA methylation
dc.subjectImmune system
dc.subjectObesidad metabólica benigna
dc.subjectBiomarcadores
dc.subjectSíndrome metabólico
dc.subjectMetilación de ADN
dc.subjectSistema inmunológico
dc.subject.meshAdolescent
dc.subject.meshAdult
dc.subject.meshAged
dc.subject.meshBiomarkers, Pharmacological
dc.subject.meshFemale
dc.subject.meshFollow-Up Studies
dc.subject.meshHumans
dc.subject.meshMale
dc.subject.meshMiddle Aged
dc.subject.meshPhenotype
dc.subject.meshProspective Studies
dc.subject.meshCpG Islands
dc.subject.meshDNA Methylation
dc.subject.meshEpigenesis, Genetic
dc.subject.meshObesity
dc.subject.meshCytochrome P-450 CYP2E1
dc.subject.meshHLA-DRB1 Chains
dc.subject.meshAntigen Presentation
dc.subject.meshHealthy Volunteers
dc.subject.meshPseudogenes
dc.subject.meshImmune System
dc.titleEpigenetic Biomarkers of Transition from Metabolically Healthy Obesity to Metabolically Unhealthy Obesity Phenotype: A Prospective Study
dc.typeresearch article
dc.type.hasVersionVoR
dspace.entity.typePublication
relation.isPublisherOfPublication30293a55-0e53-431f-ae8c-14ab01127be9
relation.isPublisherOfPublication.latestForDiscovery30293a55-0e53-431f-ae8c-14ab01127be9

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