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Association between regional brain volumes and BMI z-score change over one year in children

PURPOSE: Associations between brain region volume and weight status have been observed in children cross-sectionally. However, it is unclear if differences in brain region volume precede weight gain. METHODS: Two high-quality structural brain images were obtained approximately one year apart in 53 c...

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Autores principales: Masterson, Travis D., Bobak, Carly, Rapuano, Kristina M., Shearrer, Grace E., Gilbert-Diamond, Diane
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6752809/
https://www.ncbi.nlm.nih.gov/pubmed/31536539
http://dx.doi.org/10.1371/journal.pone.0221995
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author Masterson, Travis D.
Bobak, Carly
Rapuano, Kristina M.
Shearrer, Grace E.
Gilbert-Diamond, Diane
author_facet Masterson, Travis D.
Bobak, Carly
Rapuano, Kristina M.
Shearrer, Grace E.
Gilbert-Diamond, Diane
author_sort Masterson, Travis D.
collection PubMed
description PURPOSE: Associations between brain region volume and weight status have been observed in children cross-sectionally. However, it is unclear if differences in brain region volume precede weight gain. METHODS: Two high-quality structural brain images were obtained approximately one year apart in 53 children aged 9–12 years old. Children’s height and weight were also measured at each scan. Structural images were processed using the FreeSurfer software-package providing volume measures for regions of interest including the entorhinal cortex, nucleus accumbens, and hippocampus. Age- and sex-adjusted BMI z-scores (BMIz) were calculated at both timepoints. The association between brain region volume and BMIz was examined cross-sectionally using linear regression and longitudinally using structural equation modeling. All models were adjusted by estimated cranial volume to account for individual variation in head size and were corrected for multiple comparisons (pFDR<0.05). RESULTS: The sample of children was primarily healthy weight at baseline (79.78%). Cross-sectionally at the one-year follow-up, a positive relationship was observed between right hippocampal volume and BMIz (β = 0.43, 95% CI = (0.10, 0.77)). Longitudinally a negative relationship was observed between right entorhinal volume at baseline and BMIz at the one-year follow-up (β = −0.25, 95% CI = (−0.44, −0.07)). CONCLUSION: These results suggest that measured volumes from certain regions of the brain that have been associated with BMI in adults are associated with both concurrent BMIz and BMIz change over one-year in a primarily healthy weight sample of children. As the entorhinal cortex integrates signals from both reward and control regions, this region may be particularly important to weight management during child development.
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spelling pubmed-67528092019-09-27 Association between regional brain volumes and BMI z-score change over one year in children Masterson, Travis D. Bobak, Carly Rapuano, Kristina M. Shearrer, Grace E. Gilbert-Diamond, Diane PLoS One Research Article PURPOSE: Associations between brain region volume and weight status have been observed in children cross-sectionally. However, it is unclear if differences in brain region volume precede weight gain. METHODS: Two high-quality structural brain images were obtained approximately one year apart in 53 children aged 9–12 years old. Children’s height and weight were also measured at each scan. Structural images were processed using the FreeSurfer software-package providing volume measures for regions of interest including the entorhinal cortex, nucleus accumbens, and hippocampus. Age- and sex-adjusted BMI z-scores (BMIz) were calculated at both timepoints. The association between brain region volume and BMIz was examined cross-sectionally using linear regression and longitudinally using structural equation modeling. All models were adjusted by estimated cranial volume to account for individual variation in head size and were corrected for multiple comparisons (pFDR<0.05). RESULTS: The sample of children was primarily healthy weight at baseline (79.78%). Cross-sectionally at the one-year follow-up, a positive relationship was observed between right hippocampal volume and BMIz (β = 0.43, 95% CI = (0.10, 0.77)). Longitudinally a negative relationship was observed between right entorhinal volume at baseline and BMIz at the one-year follow-up (β = −0.25, 95% CI = (−0.44, −0.07)). CONCLUSION: These results suggest that measured volumes from certain regions of the brain that have been associated with BMI in adults are associated with both concurrent BMIz and BMIz change over one-year in a primarily healthy weight sample of children. As the entorhinal cortex integrates signals from both reward and control regions, this region may be particularly important to weight management during child development. Public Library of Science 2019-09-19 /pmc/articles/PMC6752809/ /pubmed/31536539 http://dx.doi.org/10.1371/journal.pone.0221995 Text en © 2019 Masterson et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Masterson, Travis D.
Bobak, Carly
Rapuano, Kristina M.
Shearrer, Grace E.
Gilbert-Diamond, Diane
Association between regional brain volumes and BMI z-score change over one year in children
title Association between regional brain volumes and BMI z-score change over one year in children
title_full Association between regional brain volumes and BMI z-score change over one year in children
title_fullStr Association between regional brain volumes and BMI z-score change over one year in children
title_full_unstemmed Association between regional brain volumes and BMI z-score change over one year in children
title_short Association between regional brain volumes and BMI z-score change over one year in children
title_sort association between regional brain volumes and bmi z-score change over one year in children
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6752809/
https://www.ncbi.nlm.nih.gov/pubmed/31536539
http://dx.doi.org/10.1371/journal.pone.0221995
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