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The body mass index is associated with increased temporal variability of functional connectivity in brain reward system

The reward system has been proven to be contributed to the vulnerability of obesity. Previous fMRI studies have shown abnormal functional connectivity of the reward system in obesity. However, most studies were based on static index such as resting-state functional connectivity (FC), ignoring the dy...

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Autores principales: Guo, Yiqun, Xia, Yuxiao, Chen, Ke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300418/
https://www.ncbi.nlm.nih.gov/pubmed/37388634
http://dx.doi.org/10.3389/fnut.2023.1210726
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author Guo, Yiqun
Xia, Yuxiao
Chen, Ke
author_facet Guo, Yiqun
Xia, Yuxiao
Chen, Ke
author_sort Guo, Yiqun
collection PubMed
description The reward system has been proven to be contributed to the vulnerability of obesity. Previous fMRI studies have shown abnormal functional connectivity of the reward system in obesity. However, most studies were based on static index such as resting-state functional connectivity (FC), ignoring the dynamic changes over time. To investigate the dynamic neural correlates of obesity susceptibility, we used a large, demographically well-characterized sample from the Human Connectome Project (HCP) to determine the relationship of body mass index (BMI) with the temporal variability of FC from integrated multilevel perspectives, i.e., regional and within- and between-network levels. Linear regression analysis was used to investigate the association between BMI and temporal variability of FC, adjusting for covariates of no interest. We found that BMI was positively associated with regional FC variability in reward regions, such as the ventral orbitofrontal cortex and visual regions. At the intra-network level, BMI was positively related to the variability of FC within the limbic network (LN) and default mode network (DMN). At the inter-network level, variability of connectivity of LN with DMN, frontoparietal, sensorimotor, and ventral attention networks showed positive correlations with BMI. These findings provided novel evidence for abnormal dynamic functional interaction between the reward network and the rest of the brain in obesity, suggesting a more unstable state and over-frequent interaction of the reward network and other attention and cognitive networks. These findings, thus, provide novel insight into obesity interventions that need to decrease the dynamic interaction between reward networks and other brain networks through behavioral treatment and neural modulation.
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spelling pubmed-103004182023-06-29 The body mass index is associated with increased temporal variability of functional connectivity in brain reward system Guo, Yiqun Xia, Yuxiao Chen, Ke Front Nutr Nutrition The reward system has been proven to be contributed to the vulnerability of obesity. Previous fMRI studies have shown abnormal functional connectivity of the reward system in obesity. However, most studies were based on static index such as resting-state functional connectivity (FC), ignoring the dynamic changes over time. To investigate the dynamic neural correlates of obesity susceptibility, we used a large, demographically well-characterized sample from the Human Connectome Project (HCP) to determine the relationship of body mass index (BMI) with the temporal variability of FC from integrated multilevel perspectives, i.e., regional and within- and between-network levels. Linear regression analysis was used to investigate the association between BMI and temporal variability of FC, adjusting for covariates of no interest. We found that BMI was positively associated with regional FC variability in reward regions, such as the ventral orbitofrontal cortex and visual regions. At the intra-network level, BMI was positively related to the variability of FC within the limbic network (LN) and default mode network (DMN). At the inter-network level, variability of connectivity of LN with DMN, frontoparietal, sensorimotor, and ventral attention networks showed positive correlations with BMI. These findings provided novel evidence for abnormal dynamic functional interaction between the reward network and the rest of the brain in obesity, suggesting a more unstable state and over-frequent interaction of the reward network and other attention and cognitive networks. These findings, thus, provide novel insight into obesity interventions that need to decrease the dynamic interaction between reward networks and other brain networks through behavioral treatment and neural modulation. Frontiers Media S.A. 2023-06-14 /pmc/articles/PMC10300418/ /pubmed/37388634 http://dx.doi.org/10.3389/fnut.2023.1210726 Text en Copyright © 2023 Guo, Xia and Chen. 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 Nutrition
Guo, Yiqun
Xia, Yuxiao
Chen, Ke
The body mass index is associated with increased temporal variability of functional connectivity in brain reward system
title The body mass index is associated with increased temporal variability of functional connectivity in brain reward system
title_full The body mass index is associated with increased temporal variability of functional connectivity in brain reward system
title_fullStr The body mass index is associated with increased temporal variability of functional connectivity in brain reward system
title_full_unstemmed The body mass index is associated with increased temporal variability of functional connectivity in brain reward system
title_short The body mass index is associated with increased temporal variability of functional connectivity in brain reward system
title_sort body mass index is associated with increased temporal variability of functional connectivity in brain reward system
topic Nutrition
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300418/
https://www.ncbi.nlm.nih.gov/pubmed/37388634
http://dx.doi.org/10.3389/fnut.2023.1210726
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