Cargando…

Molecular mediators of the association between child obesity and mental health

Biological mechanisms underlying the association between obesity and depression remain unclear. We investigated the role of metabolites and DNA methylation as mediators of the relationship between childhood obesity and subsequent poor mental health in the English Avon Longitudinal Study of Parents a...

Descripción completa

Detalles Bibliográficos
Autores principales: Handakas, Evangelos, Xu, Yiwen, Segal, Alexa Blair, Huerta, Maria Carmen, Bowman, Kirsty, Howe, Laura D., Sassi, Franco, Robinson, Oliver
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9473726/
https://www.ncbi.nlm.nih.gov/pubmed/36118877
http://dx.doi.org/10.3389/fgene.2022.947591
_version_ 1784789564855943168
author Handakas, Evangelos
Xu, Yiwen
Segal, Alexa Blair
Huerta, Maria Carmen
Bowman, Kirsty
Howe, Laura D.
Sassi, Franco
Robinson, Oliver
author_facet Handakas, Evangelos
Xu, Yiwen
Segal, Alexa Blair
Huerta, Maria Carmen
Bowman, Kirsty
Howe, Laura D.
Sassi, Franco
Robinson, Oliver
author_sort Handakas, Evangelos
collection PubMed
description Biological mechanisms underlying the association between obesity and depression remain unclear. We investigated the role of metabolites and DNA methylation as mediators of the relationship between childhood obesity and subsequent poor mental health in the English Avon Longitudinal Study of Parents and Children. Obesity was defined according to United Kingdom Growth charts at age 7 years and mental health through the Short Mood and Feelings Questionnaire (SMFQ) completed at age 11 years. Metabolites and DNA methylation were measured by nuclear magnetic resonance spectroscopy and Illumina array in blood at the age of 7 years. The associations between obesity and SMFQ score, as continuous count data or using cut-offs to define depressive symptoms (SMFQ >7) or depression (SMFQ >11), were tested using adjusted Poisson and logistic regression. Candidate metabolite mediators were identified through metabolome-wide association scans for obesity and SMFQ score, correcting for false-discovery rate. Candidate DNA methylation mediators were identified through testing the association of putative BMI-associated CpG sites with SMFQ scores, correcting for look-up false-discovery rate. Mediation by candidate molecular markers was tested. Two-sample Mendelian randomization (MR) analyses were additionally applied to test causal associations of metabolites with depression in independent adult samples. 4,018 and 768 children were included for metabolomics and epigenetics analyses, respectively. Obesity at 7 years was associated with a 14% increase in SMFQ score (95% CI: 1.04, 1.25) and greater odds of depression (OR: 1.46 (95% CI: 0.78, 2.38) at 11 years. Natural indirect effects (mediating pathways) between obesity and depression for tyrosine, leucine and conjugated linoleic acid were 1.06 (95% CI: 1.00, 1.13, proportion mediated (PM): 15%), 1.04 (95% CI: 0.99, 1.10, PM: 9.6%) and 1.06 (95% CI: 1.00, 1.12, PM: 13.9%) respectively. In MR analysis, one unit increase in tyrosine was associated with 0.13 higher log odds of depression (p = 0.1). Methylation at cg17128312, located in the FBXW9 gene, had a natural indirect effect of 1.05 (95% CI: 1.01,1.13, PM: 27%) as a mediator of obesity and SMFQ score. Potential biologically plausible mechanisms involving these identified molecular features include neurotransmitter regulation, inflammation, and gut microbiome modulation. These results require replication in further observational and mechanistic studies.
format Online
Article
Text
id pubmed-9473726
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-94737262022-09-15 Molecular mediators of the association between child obesity and mental health Handakas, Evangelos Xu, Yiwen Segal, Alexa Blair Huerta, Maria Carmen Bowman, Kirsty Howe, Laura D. Sassi, Franco Robinson, Oliver Front Genet Genetics Biological mechanisms underlying the association between obesity and depression remain unclear. We investigated the role of metabolites and DNA methylation as mediators of the relationship between childhood obesity and subsequent poor mental health in the English Avon Longitudinal Study of Parents and Children. Obesity was defined according to United Kingdom Growth charts at age 7 years and mental health through the Short Mood and Feelings Questionnaire (SMFQ) completed at age 11 years. Metabolites and DNA methylation were measured by nuclear magnetic resonance spectroscopy and Illumina array in blood at the age of 7 years. The associations between obesity and SMFQ score, as continuous count data or using cut-offs to define depressive symptoms (SMFQ >7) or depression (SMFQ >11), were tested using adjusted Poisson and logistic regression. Candidate metabolite mediators were identified through metabolome-wide association scans for obesity and SMFQ score, correcting for false-discovery rate. Candidate DNA methylation mediators were identified through testing the association of putative BMI-associated CpG sites with SMFQ scores, correcting for look-up false-discovery rate. Mediation by candidate molecular markers was tested. Two-sample Mendelian randomization (MR) analyses were additionally applied to test causal associations of metabolites with depression in independent adult samples. 4,018 and 768 children were included for metabolomics and epigenetics analyses, respectively. Obesity at 7 years was associated with a 14% increase in SMFQ score (95% CI: 1.04, 1.25) and greater odds of depression (OR: 1.46 (95% CI: 0.78, 2.38) at 11 years. Natural indirect effects (mediating pathways) between obesity and depression for tyrosine, leucine and conjugated linoleic acid were 1.06 (95% CI: 1.00, 1.13, proportion mediated (PM): 15%), 1.04 (95% CI: 0.99, 1.10, PM: 9.6%) and 1.06 (95% CI: 1.00, 1.12, PM: 13.9%) respectively. In MR analysis, one unit increase in tyrosine was associated with 0.13 higher log odds of depression (p = 0.1). Methylation at cg17128312, located in the FBXW9 gene, had a natural indirect effect of 1.05 (95% CI: 1.01,1.13, PM: 27%) as a mediator of obesity and SMFQ score. Potential biologically plausible mechanisms involving these identified molecular features include neurotransmitter regulation, inflammation, and gut microbiome modulation. These results require replication in further observational and mechanistic studies. Frontiers Media S.A. 2022-08-31 /pmc/articles/PMC9473726/ /pubmed/36118877 http://dx.doi.org/10.3389/fgene.2022.947591 Text en Copyright © 2022 Handakas, Xu, Segal, Huerta, Bowman, Howe, Sassi and Robinson. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Handakas, Evangelos
Xu, Yiwen
Segal, Alexa Blair
Huerta, Maria Carmen
Bowman, Kirsty
Howe, Laura D.
Sassi, Franco
Robinson, Oliver
Molecular mediators of the association between child obesity and mental health
title Molecular mediators of the association between child obesity and mental health
title_full Molecular mediators of the association between child obesity and mental health
title_fullStr Molecular mediators of the association between child obesity and mental health
title_full_unstemmed Molecular mediators of the association between child obesity and mental health
title_short Molecular mediators of the association between child obesity and mental health
title_sort molecular mediators of the association between child obesity and mental health
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9473726/
https://www.ncbi.nlm.nih.gov/pubmed/36118877
http://dx.doi.org/10.3389/fgene.2022.947591
work_keys_str_mv AT handakasevangelos molecularmediatorsoftheassociationbetweenchildobesityandmentalhealth
AT xuyiwen molecularmediatorsoftheassociationbetweenchildobesityandmentalhealth
AT segalalexablair molecularmediatorsoftheassociationbetweenchildobesityandmentalhealth
AT huertamariacarmen molecularmediatorsoftheassociationbetweenchildobesityandmentalhealth
AT bowmankirsty molecularmediatorsoftheassociationbetweenchildobesityandmentalhealth
AT howelaurad molecularmediatorsoftheassociationbetweenchildobesityandmentalhealth
AT sassifranco molecularmediatorsoftheassociationbetweenchildobesityandmentalhealth
AT robinsonoliver molecularmediatorsoftheassociationbetweenchildobesityandmentalhealth