Physical activity is positively related to local functional connectivity in adolescents' brains
Ruotsalainen, I.; Glerean, E.; Karvanen, J.; Gorbach, T.; Renvall, V.; Syvaoja, H. J.; Tammelin, T. H.; Parviainen, T.
Show abstract
Adolescents have experienced decreased aerobic fitness levels and insufficient physical activity levels over the past decades. While both physical activity and aerobic fitness are related to physical and mental health, little is known concerning how they manifest in the brain during this stage of development, characterized by significant physical and psychosocial changes. Previous investigations have demonstrated associations of physical activity and aerobic fitness with the brains functional connectivity in both children and adults. However, it is difficult to generalize these results to adolescents because the development of functional connectivity has unique features during adolescence. Here, we examined how physical activity and aerobic fitness are associated with local and interhemispheric functional connectivity of the adolescent brain, as measured with resting-state functional magnetic resonance imaging (fMRI). Physical activity was measured by hip-worn accelerometers, and aerobic fitness by a maximal 20-m shuttle run test. We found that higher levels of moderate-to-vigorous physical activity, but not aerobic fitness, were linked to increased local functional connectivity as measured by regional homogeneity in 13-16-year-old participants. However, we did not find evidence for significant associations between adolescents physical activity or aerobic fitness and interhemispheric connectivity, as indicated by homotopic connectivity. These results suggest that physical activity, but not aerobic fitness, is related to local functional connectivity in adolescents. Moreover, physical activity shows an association with a specific brain area involved in motor functions but did not display any widespread associations with other brain regions. These results can advance our understanding of the behavior-brain associations in adolescents.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Development of the Brain Functional Connectome Follows Puberty-Dependent Nonlinear Trajectories 97%
- Subjective cognitive decline predicts lower cingulo-opercular network functional connectivity in individuals with lower neurite density in the forceps minor 95%
- Act Natural: Functional Connectivity from Naturalistic Stimuli fMRI Outperforms Resting-State in Predicting Brain Activity 95%
Similar papers in this journal
- Physical activity, aerobic fitness and brain white matter: their role for executive functions in adolescence 98%
- Negative Impact of Daily Screen Use on Inhibitory Control Network in Preadolescence: A Two-Year Follow-Up Study 95%
- Intellectual ability and cortical homotopy development in children and adolescents 95%
Similar papers in this journal
- Hemispheric asymmetries in resting-state EEG and fMRI are related to approach and avoidance behaviour, but not to eating behaviour or BMI 95%
- Cerebrovascular reactivity increases across development in multiple networks as revealed by a breath-holding task: a longitudinal fMRI study 95%
- Neural Mechanisms of Feedback Processing and Regulation Recalibration during Neurofeedback Training 95%
Similar papers in this journal
Similar papers in this journal
- Neural correlates of approach and avoidance tendencies toward physical activity and sedentary stimuli: An fMRI study 95%
- Association between theta-band resting-state functional connectivity and declarative memory abilities in children 94%
- A thin line between conflict and reaction time effectson EEG and fMRI brain signals 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.