Associations of Objectively-Assessed Physical Activity and Sedentary Time with Hippocampal Gray Matter Volume in Children with Overweight/Obesity.
Jairo Hidalgo MiguelesCristina Cadenas-SánchezIrene Esteban-CornejoLucia V Torres-LopezEivind AadlandSebastien F M ChastinKirk I EricksonAndres CatenaFrancisco B OrtegaPublished in: Journal of clinical medicine (2020)
This study investigated physical activity (PA) and sedentary time (SED) in relation to hippocampal gray matter volume (GMV) in pediatric overweight/obesity. Ninety-three children (10 ± 1 year) were classified as overweight, obesity type I, or type II-III. PA was assessed with non-dominant wrist accelerometers. GMV was acquired by magnetic resonance imaging (MRI). Neither PA nor SED associated with GMV in the hippocampus in the whole sample (p > 0.05). However, we found some evidence of moderation by weight status (p < 0.150). Moderate-to-vigorous PA (MVPA) positively associated with GMV in the right hippocampus in obesity type I (B = 5.62, p = 0.017), which remained when considering SED, light PA, and sleep using compositional data (γ = 375.3, p = 0.04). Compositional models also depicted a negative association of SED relative to the remaining behaviors with GMV in the right hippocampus in overweight (γ = -1838.4, p = 0.038). Reallocating 20 min/day of SED to MVPA was associated with 100 mm3 GMV in the right hippocampus in obesity type I. Multivariate pattern analysis showed a negative-to-positive association pattern between PA of increasing intensity and GMV in the right hippocampus in obesity type II-III. Our findings support that reducing SED and increasing MVPA are associated with greater GMV in the right hippocampus in pediatric overweight/obesity. Further studies should corroborate our findings.
Keyphrases
- physical activity
- weight loss
- weight gain
- insulin resistance
- metabolic syndrome
- body mass index
- high fat diet induced
- type diabetes
- magnetic resonance imaging
- cerebral ischemia
- young adults
- cognitive impairment
- sleep quality
- machine learning
- high intensity
- computed tomography
- magnetic resonance
- brain injury
- skeletal muscle
- adipose tissue
- artificial intelligence
- subarachnoid hemorrhage
- diffusion weighted imaging
- case control
- electronic health record
- data analysis