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Short-Term Effects of Aerobic Exercise on Brain Connectivity in Individuals With Subthreshold Depression
Zeqi Hao1,2, Hang Zhang3, Li Li1,2
1School of Psychology, Zhejiang Normal University, Jinhua, China.
Aerobic exercise effectively reduces depression and anxiety in subthreshold depression (StD) by restoring brain connectivity patterns. This short-term intervention shows promise for preventing major depressive disorder (MDD) progression.
Area of Science:
- Neuroscience
- Clinical Psychology
- Exercise Science
Background:
- Subthreshold depression (StD) is a key risk factor for major depressive disorder (MDD).
- Aerobic exercise is known to alleviate depressive symptoms and potentially prevent MDD.
- The neurobiological mechanisms underlying aerobic exercise's effects on StD are not well understood.
Purpose of the Study:
- To investigate the short-term effects of aerobic exercise on brain connectivity in individuals with StD.
- To explore the neural mechanisms through which aerobic exercise impacts depressive and anxiety symptoms in StD.
- To determine if baseline brain differences can distinguish StD from healthy controls (HCs).
Main Methods:
- An 8-week aerobic exercise intervention was conducted with 44 individuals with StD and 34 HCs.
- Granger causality analysis (GCA) and frequency-dependent functional connectivity (FC) were used to assess brain activity.
- Support vector machine (SVM) analysis was employed to differentiate between StD and HCs based on baseline brain data.
Main Results:
- Individuals with StD exhibited altered GCA and FC in cognitive control and visual processing regions prior to exercise.
- The SVM classifier achieved 80.77% accuracy in distinguishing StD from HCs.
- Aerobic exercise significantly reduced depression and anxiety levels, restoring abnormal GCA and FC patterns.
Conclusions:
- Aerobic exercise demonstrates short-term efficacy in improving depression and anxiety symptoms in individuals with StD.
- The intervention effectively restores aberrant brain connectivity patterns, suggesting a neurobiological basis for its therapeutic effects.
- These findings highlight aerobic exercise as a potential strategy for managing StD and preventing MDD progression.
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