Back

Physical Activity Shapes Brain Structure, Function, and the Computational Mechanisms of Cognitive Control

Carvajal-Paredes, P.; Davyt-Colo, J.; Figueroa-Vargas, A.; Martinez-Molina, M. P.; Manterola, C.; Stecher, X.; Zamorano, F.; Soto-Icaza, P.; Billeke, P.

2025-12-15 sports medicine
10.64898/2025.12.12.25342075 medRxiv
Show abstract

BackgroundSedentarism is prevalent and associated with poorer mental and physical health. Whether everyday physical activity (PA) maps onto computational decision strategies and brain structure/function in non-elderly adults remains unclear. MethodsSeventy-one healthy adults (39 women; 18-45 years) completed the Multi-Source Interference Task (MSIT) during fMRI. PA was quantified with the short IPAQ and participants were classified as Active or Sedentary. Behavior (RT, accuracy) was analyzed with frequentist models and a hierarchical Bayesian drift-diffusion model (DDM) estimating drift rate (v), boundary separation (), and non-decision time ({tau}). First-level fMRI modeled congruent/incongruent trials; group-level analyses used FLAME1 with cluster-wise FWE correction (z>3.1, p <.05). Structural MRI was processed with FreeSurfer 7.4.1 (cortical thickness, hippocampal subfields); surface-based GLMs tested group and DDM effects. ResultsActive participants responded faster overall; incongruent accuracy showed a speed- accuracy trade-off (accuracy increased with slower RTs), with a significant RT x group interaction. In the DDM, boundary separation () was higher in sedentary individuals (greater caution), whereas drift rate (v) differed by sex (males > females). Structurally, the active group showed larger left hippocampal subfields and thicker cortex in posterior temporal & anterior cingulate regions that are negatively related to . Functionally, boundary-related BOLD modulation encompassed fusiform, posterior cingulate, superior temporal cortex, and SMA; Active > Sedentary contrasts highlighted left occipital and inferior parietal lobe. ConclusionsEveryday PA aligns with lower decision thresholds, select structural advantages, and more efficient task-engaged networks, suggesting PA fosters adaptive, resource-efficient cognitive control. These mechanistic links support PA-based strategies to mitigate risks of sedentarism.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
Medicine & Science in Sports & Exercise
15 papers in training set
Top 0.1%
18.3%
2
Scientific Reports
3102 papers in training set
Top 7%
9.9%
3
Communications Biology
886 papers in training set
Top 0.1%
9.0%
4
JAMA Network Open
127 papers in training set
Top 0.3%
6.7%
5
Frontiers in Human Neuroscience
67 papers in training set
Top 0.2%
6.2%
50% of probability mass above
6
Human Brain Mapping
295 papers in training set
Top 1%
4.1%
7
Frontiers in Psychology
49 papers in training set
Top 0.2%
3.5%
8
PLOS ONE
4510 papers in training set
Top 43%
2.8%
9
Brain and Behavior
37 papers in training set
Top 0.4%
1.9%
10
Frontiers in Genetics
197 papers in training set
Top 4%
1.9%
11
Journal of the American Heart Association
119 papers in training set
Top 3%
1.7%
12
Developmental Cognitive Neuroscience
81 papers in training set
Top 0.3%
1.7%
13
Neurobiology of Aging
95 papers in training set
Top 1%
1.6%
14
BMJ Open
554 papers in training set
Top 10%
1.5%
15
Imaging Neuroscience
242 papers in training set
Top 2%
1.5%
16
Neuroscience & Biobehavioral Reviews
43 papers in training set
Top 0.5%
1.3%
17
Journal of Cerebral Blood Flow & Metabolism
43 papers in training set
Top 0.4%
1.2%
18
Frontiers in Cardiovascular Medicine
49 papers in training set
Top 2%
1.2%
19
Frontiers in Aging Neuroscience
67 papers in training set
Top 2%
1.2%
20
Experimental Gerontology
11 papers in training set
Top 0.2%
1.2%
21
Journal of Applied Physiology
29 papers in training set
Top 0.4%
1.1%
22
NeuroImage: Clinical
132 papers in training set
Top 3%
1.1%
23
European Journal of Epidemiology
40 papers in training set
Top 0.6%
0.9%
24
NeuroImage
813 papers in training set
Top 5%
0.9%
25
Aging Cell
144 papers in training set
Top 3%
0.9%
26
Cell Reports
1338 papers in training set
Top 32%
0.8%
27
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 43%
0.8%
28
Brain Research
35 papers in training set
Top 2%
0.7%
29
Molecular Psychiatry
242 papers in training set
Top 4%
0.7%
30
Aging
69 papers in training set
Top 3%
0.7%