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dc.creatorRamos-López, O. (Omar)-
dc.creatorRiezu-Boj, J.I. (José Ignacio)-
dc.creatorMilagro-Yoldi, F.I. (Fermín Ignacio)-
dc.creatorZulet, M.A. (María Ángeles)-
dc.creatorSantos, J.L. (José Luis)-
dc.creatorMartinez, J.A. (José Alfredo)-
dc.date.accessioned2022-05-27T13:08:39Z-
dc.date.available2022-05-27T13:08:39Z-
dc.date.issued2019-
dc.identifier.citationRamos-López, O. (Omar); Riezu-Boj, J.I. (José Ignacio); Milagro, F.I. (Fermín I.); et al. "Associations between olfactory pathway gene methylation marks, obesity features and dietary intakes". Genes & Nutrition. 14 (11), 2019, 2019es
dc.identifier.issn1555-8932-
dc.identifier.urihttps://hdl.handle.net/10171/63568-
dc.description.abstractBackground: Olfaction is an important sense influencing food preferences, appetite, and eating behaviors. This hypothesis-driven study aimed to assess associations between olfactory pathway gene methylation signatures, obesity features, and dietary intakes. Methods: A nutriepigenomic analysis was conducted in 474 adults from the Methyl Epigenome Network Association (MENA) project. Anthropometric measurements, clinical data, and serum metabolic profiles of the study population were obtained from structured databases of the MENA cohorts. Habitual dietary intake was assessed using a validated semiquantitative food frequency questionnaire. DNA methylation was measured in circulating white blood cells by microarray (Infinium Human Methylation 450 K BeadChips). FDR values (p < 0.0001) were used to select those CpGs that showed the best correlation with body mass index (BMI) and waist circumference (WC). Pathway analyses involving the characterization of genes involved in the olfactory transduction system were performed using KEGG and pathDIP reference databases. Results: Overall, 15 CpG sites at olfactory pathway genes were associated with BMI (p < 0.0001) and WC (p < 0.0001) after adjustments for potential confounding factors. Together, methylation levels at the15 CpG sites accounted for 22% and 20% of the variability in BMI and WC (r 2 = 0.219, p < 0.001, and r 2 = 0.204, p < 0.001, respectively). These genes encompassed olfactory receptors (OR4D2, OR51A7, OR2T34, and OR2Y1) and several downstream signaling molecules (SLC8A1, ANO2, PDE2A, CALML3, GNG7, CALML6, PRKG1, and CAMK2D), which significantly regulated odor detection and signal transduction processes within the complete olfactory cascade, as revealed by pathway enrichment analyses (p = 1.94 × 10–10). Moreover, OR4D2 and OR2Y1 gene methylation patterns strongly correlated with daily intakes of total energy (p < 0.0001), carbohydrates (p < 0.0001), protein (p < 0.0001), and fat (p < 0.0001). Conclusions: The results of this study suggest novel relationships between olfactory pathway gene methylation signatures, obesity indices, and dietary intakes.es_ES
dc.description.sponsorshipThis research was supported by grants from the Government of Navarra (PT024), CIBERobn (CB12/03/30002), MINECO (AGL2013-45554-R), and NUTRIGENIO (AGL2013-45554-R). O. R. L. was supported by a 2-year postdoctoral grant from National Council of Science and Technology, Mexico (CONACyT, Num. CVU. 444175), in collaboration with the PhD Program in Molecular Biology in Medicine, University of Guadalajara, Mexico (CONACyT, PNPC 000091), and the University of Navarra, Spain (LE/97).es_ES
dc.language.isoenges_ES
dc.publisherSpringer Science and Business Media LLCes_ES
dc.rightsinfo:eu-repo/semantics/openAccesses_ES
dc.subjectOlfactory systemes_ES
dc.subjectSmelles_ES
dc.subjectEpigeneticses_ES
dc.subjectOR2Y1es_ES
dc.subjectOR4D2es_ES
dc.subjectDietes_ES
dc.titleAssociations between olfactory pathway gene methylation marks, obesity features and dietary intakeses_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.description.noteThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.es_ES
dc.identifier.doi10.1186/s12263-019-0635-9-
dadun.citation.number11es_ES
dadun.citation.publicationNameGenes & Nutritiones_ES
dadun.citation.startingPage2019es_ES
dadun.citation.volume14es_ES

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