Longitudinal changes in brain structures related to appetitive reactivity and regulation across development

In the United States over one-third of the population, including children and adolescents, are overweight or obese. Despite the prevalence of obesity, few studies have examined how food cravings and the ability to regulate them change throughout development. Here, we addressed this gap in knowledge...

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Main Authors: Rebecca E. Martin, Jennifer A. Silvers, Felicia Hardi, Theodore Stephano, Chelsea Helion, Catherine Insel, Peter J. Franz, Emilia Ninova, Jared P. Lander, Walter Mischel, B.J. Casey, Kevin N. Ochsner
Format: Article
Language:English
Published: Elsevier 2019-08-01
Series:Developmental Cognitive Neuroscience
Online Access:http://www.sciencedirect.com/science/article/pii/S1878929318301373
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spelling doaj-1f3d1b33b96841b9932094976d697c0b2020-11-25T01:48:52ZengElsevierDevelopmental Cognitive Neuroscience1878-92932019-08-0138Longitudinal changes in brain structures related to appetitive reactivity and regulation across developmentRebecca E. Martin0Jennifer A. Silvers1Felicia Hardi2Theodore Stephano3Chelsea Helion4Catherine Insel5Peter J. Franz6Emilia Ninova7Jared P. Lander8Walter Mischel9B.J. Casey10Kevin N. Ochsner11Corresponding authors.; Department of Psychology, Columbia University, 406 Schermerhorn Hall, 1190 Amsterdam Ave, New York, NY, 10027, United StatesDepartment of Psychology, Columbia University, 406 Schermerhorn Hall, 1190 Amsterdam Ave, New York, NY, 10027, United StatesDepartment of Psychology, Columbia University, 406 Schermerhorn Hall, 1190 Amsterdam Ave, New York, NY, 10027, United StatesDepartment of Psychology, Columbia University, 406 Schermerhorn Hall, 1190 Amsterdam Ave, New York, NY, 10027, United StatesDepartment of Psychology, Columbia University, 406 Schermerhorn Hall, 1190 Amsterdam Ave, New York, NY, 10027, United StatesDepartment of Psychology, Columbia University, 406 Schermerhorn Hall, 1190 Amsterdam Ave, New York, NY, 10027, United StatesDepartment of Psychology, Columbia University, 406 Schermerhorn Hall, 1190 Amsterdam Ave, New York, NY, 10027, United StatesDepartment of Psychology, Columbia University, 406 Schermerhorn Hall, 1190 Amsterdam Ave, New York, NY, 10027, United StatesDepartment of Psychology, Columbia University, 406 Schermerhorn Hall, 1190 Amsterdam Ave, New York, NY, 10027, United StatesDepartment of Psychology, Columbia University, 406 Schermerhorn Hall, 1190 Amsterdam Ave, New York, NY, 10027, United StatesDepartment of Psychology, Columbia University, 406 Schermerhorn Hall, 1190 Amsterdam Ave, New York, NY, 10027, United StatesCorresponding authors.; Department of Psychology, Columbia University, 406 Schermerhorn Hall, 1190 Amsterdam Ave, New York, NY, 10027, United StatesIn the United States over one-third of the population, including children and adolescents, are overweight or obese. Despite the prevalence of obesity, few studies have examined how food cravings and the ability to regulate them change throughout development. Here, we addressed this gap in knowledge by examining structural brain and behavioral changes associated with regulation of craving across development. In a longitudinal design, individuals ages 6–26 completed two structural scans as well as a behavioral task where they used a cognitive regulatory strategy to decrease the appetitive value of foods. Behaviorally, we found that the ability to regulate craving improved with age. Neurally, improvements in regulatory ability were associated with cortical thinning in medial and lateral prefrontal cortex. We also found that models with cortical thickness measurements and age chosen by a lasso-based variable selection method could predict an individual’s regulation behavior better than age and other behavioral factors alone. Additionally, when controlling for age, smaller ventral striatal volumes were associated with higher body mass index and predicted greater increases in weight two years later. Taken together, these results demonstrate a role for structural brain changes in supporting the ability to resist cravings for appetitive foods across development. Keywords: Longitudinal, Neuroimaging, Food, Emotion regulation, Child development, Adolescent development, Reward, Brain structurehttp://www.sciencedirect.com/science/article/pii/S1878929318301373
collection DOAJ
language English
format Article
sources DOAJ
author Rebecca E. Martin
Jennifer A. Silvers
Felicia Hardi
Theodore Stephano
Chelsea Helion
Catherine Insel
Peter J. Franz
Emilia Ninova
Jared P. Lander
Walter Mischel
B.J. Casey
Kevin N. Ochsner
spellingShingle Rebecca E. Martin
Jennifer A. Silvers
Felicia Hardi
Theodore Stephano
Chelsea Helion
Catherine Insel
Peter J. Franz
Emilia Ninova
Jared P. Lander
Walter Mischel
B.J. Casey
Kevin N. Ochsner
Longitudinal changes in brain structures related to appetitive reactivity and regulation across development
Developmental Cognitive Neuroscience
author_facet Rebecca E. Martin
Jennifer A. Silvers
Felicia Hardi
Theodore Stephano
Chelsea Helion
Catherine Insel
Peter J. Franz
Emilia Ninova
Jared P. Lander
Walter Mischel
B.J. Casey
Kevin N. Ochsner
author_sort Rebecca E. Martin
title Longitudinal changes in brain structures related to appetitive reactivity and regulation across development
title_short Longitudinal changes in brain structures related to appetitive reactivity and regulation across development
title_full Longitudinal changes in brain structures related to appetitive reactivity and regulation across development
title_fullStr Longitudinal changes in brain structures related to appetitive reactivity and regulation across development
title_full_unstemmed Longitudinal changes in brain structures related to appetitive reactivity and regulation across development
title_sort longitudinal changes in brain structures related to appetitive reactivity and regulation across development
publisher Elsevier
series Developmental Cognitive Neuroscience
issn 1878-9293
publishDate 2019-08-01
description In the United States over one-third of the population, including children and adolescents, are overweight or obese. Despite the prevalence of obesity, few studies have examined how food cravings and the ability to regulate them change throughout development. Here, we addressed this gap in knowledge by examining structural brain and behavioral changes associated with regulation of craving across development. In a longitudinal design, individuals ages 6–26 completed two structural scans as well as a behavioral task where they used a cognitive regulatory strategy to decrease the appetitive value of foods. Behaviorally, we found that the ability to regulate craving improved with age. Neurally, improvements in regulatory ability were associated with cortical thinning in medial and lateral prefrontal cortex. We also found that models with cortical thickness measurements and age chosen by a lasso-based variable selection method could predict an individual’s regulation behavior better than age and other behavioral factors alone. Additionally, when controlling for age, smaller ventral striatal volumes were associated with higher body mass index and predicted greater increases in weight two years later. Taken together, these results demonstrate a role for structural brain changes in supporting the ability to resist cravings for appetitive foods across development. Keywords: Longitudinal, Neuroimaging, Food, Emotion regulation, Child development, Adolescent development, Reward, Brain structure
url http://www.sciencedirect.com/science/article/pii/S1878929318301373
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