1. Physical Fitness and Brain Source Localization during a Working Memory Task in Children with Overweight/Obesity: The ActiveBrains Project
- Author
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Mora-Gonzalez, Jose, Esteban-Cornejo, Irene, Migueles, Jairo H., Rodriguez-Ayllon, María, Molina-Garcia, Pablo, Cadenas-Sanchez, Cristina, Solis-Urra, Patricio, Plaza-Florido, Abel, Kramer, Arthur F., Erickson, Kirk I., Hillman, Charles H., Catena, Andrés, and Ortega, Francisco B.
- Abstract
The present study aims: (1) to examine the association of physical fitness components (i.e., cardiorespiratory fitness, speed-agility, and muscular fitness) with brain current source density during working memory; and (2) to examine whether fitness-related current density was associated to working memory performance and academic achievement. Eighty-five children with overweight/obesity aged 8-11 years participated in this cross-sectional study. Physical fitness components were assessed using the ALPHA test battery. Electroencephalography recordings were performed during a Delayed Non-Match-to-Sample task that assessed working memory. Brain source analysis was carried out using sLORETA to estimate regional current source density differences between high and low (H-L) working memory loads. Academic achievement was measured by the Spanish version of the Woodcock-Johnson III test battery. The main results showed that higher cardiorespiratory fitness was associated with higher H-L current density differences in frontal, limbic, and occipital regions during encoding and maintenance task's phases ([beta][greater than or equal to]0.412, p[less than or equal to]0.019). A limbic area was further related to better working memory performance ([beta]=0.267, p = 0.005). During retrieval, higher cardiorespiratory fitness was also associated with higher current density in temporal regions ([beta]=0.265, p = 0.013), whereas lower muscular fitness was associated with higher current density in frontal regions ([beta]=-0.261, p = 0.016). Our results suggest that cardiorespiratory fitness, but not speed-agility nor muscular fitness, is positively associated with brain current source density during working memory processes in children with overweight/obesity. Fitness-related current density differences in limbic regions were associated with better working memory.
- Published
- 2021
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