ArticleFrontiers in neuroscience2016
Higher Adolescent Body Mass Index Is Associated with Lower Regional Gray and White Matter Volumes and Lower Levels of Positive Emotionality.
Article in Frontiers in neuroscience, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 6 of them syntheses that pooled it.
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Who cites it
32 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Network-Level Convergence of Adiposity-Related Gray Matter Alterations: A Coordinate-Based Connectome Mapping Meta-Analysis With Imaging Transcriptomics.Human brain mapping · 2026Pooled it
- Brain structural and functional changes in childhood and adolescent obesity: a systematic review of MRI studies.Frontiers in human neuroscience · 2026Pooled it
- Gray matter volume alterations in subjects with overweight and obesity: Evidence from a voxel-based meta-analysis.Frontiers in psychiatry · 2022Pooled it
- Obesity is associated with reduced orbitofrontal cortex volume: A coordinate-based meta-analysis.NeuroImage. Clinical · 2020Pooled it
- Physical activity, diet and other behavioural interventions for improving cognition and school achievement in children and adolescents with obesity or overweight.The Cochrane database of systematic reviews · 2018Pooled it
- Physical activity, diet and other behavioural interventions for improving cognition and school achievement in children and adolescents with obesity or overweight.The Cochrane database of systematic reviews · 2018Pooled it
- The weight of junk food: Smaller hippocampal, amygdala, and prefrontal volumes in adolescents-The Cogni-Action Project.Applied psychology. Health and well-being · 2026Article
- Memory Performance in Adolescents Living With Obesity: Brain Activation During Encoding and Retrieval in a Case-Control Study.Obesity science & practice · 2026Article
- Gender differences in gray matter volume of the anterior cingulate cortex and suicidal ideation in patients with major depressive disorder: evidence from the REST-meta-MDD project.Translational psychiatry · 2025Article
- Restrained Eating Features and Brain Morphology: A Pediatric Population-Based Study.The International journal of eating disorders · 2025Article
- GABA (gamma-aminobutyric acid) levels in dorsal anterior cingulate cortex are negatively associated with food motivation in a pediatric sample.Scientific reports · 2024Article
- The interplay between white adipose tissue, adipokines, and structural gray matter changes.Human brain mapping · 2024Article
- Associations between maternal pre-pregnancy BMI and infant striatal mean diffusivity.BMC medicine · 2024Article
- Relevance of the anterior cingulate cortex volume and personality in motivated physical activity behaviors.Communications biology · 2023Article
- Paediatric obesity and metabolic syndrome associations with cognition and the brain in youth: Current evidence and future directions.Pediatric obesity · 2023Review
- The Developing Brain: Considering the Multifactorial Effects of Obesity, Physical Activity & Mental Wellbeing in Childhood and Adolescence.Children (Basel, Switzerland) · 2022Review
- Quadratic relations of BMI with depression and brain volume in children: Analysis of data from the ABCD study.Journal of psychiatric research · 2021Article
- Assessing Aerobic Fitness Level in Relation to Affective and Behavioral Functioning in Emerging Adult Cannabis Users.International journal of mental health and addiction · 2021Article
- Familial Obesity Risk and Current Excess Weight Influence Brain Structure in Adolescents.Obesity (Silver Spring, Md.) · 2021Article
- Income is associated with hippocampal/amygdala and education with cingulate cortex grey matter volume.Scientific reports · 2020Article
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
Adolescent obesity is associated with an increased chance of developing serious health risks later in life. Identifying the neurobiological and personality factors related to increases in adiposity is important to understanding what drives maladaptive consummatory and exercise behaviors that result in obesity. Previous research has largely focused on adults with few findings published on interactions among adiposity, brain structure, and personality. In this study, Voxel Based Morphometry (VBM) was used to identify associations between gray and white matter volumes and increasing adiposity, as measured by Body Mass Index percentile (BMI%), in 137 adolescents (age range: 9-20 years, BMI% range: 5.16-99.56). Variations in gray and white matter volume and BMI% were then linked to individual differences in personality measures from the Multidimensional Personality Questionnaire (MPQ). After controlling for age and other covariates, BMI% correlated negatively with gray matter volume in the bilateral caudate (right: partial r = -0.338, left: r = -0.404), medial prefrontal cortex (partial r = -0.339), anterior cingulate (partial r = -0.312), bilateral frontal pole (right: partial r = -0.368, left: r = -0.316), and uncus (partial r = -0.475) as well as white matter volume bilaterally in the anterior limb of the internal capsule (right: partial r = -0.34, left: r = -0.386), extending to the left middle frontal subgyral white matter. Agentic Positive Emotionality (PEM-AG) was correlated negatively with BMI% (partial r = -0.384). PEM-AG was correlated positively with gray matter volume in the right uncus (partial r = 0.329). These results suggest that higher levels of adiposity in adolescents are associated with lower trait levels in reward-related personality domains, as well as structural variations in brain regions associated with reward processing, control, and sensory integration.
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