Back

The bidirectional relationship between brain structure and physical activity: a cohort study in the UK Biobank

Rodriguez-Ayllon, M.; Vernooij, M. W.; Muetzel, R. L.; Neumann, A.; Hofman, A.; Neitzel, J.

2023-02-07 sports medicine
10.1101/2023.02.07.23285571 medRxiv
Show abstract

Physical activity has been suggested to project again brain atrophy, but also to be a determinant of physical activity in older adults. However, research is needed to confirm this bidirectional relationship. Therefore, this research aimed to study the bidirectional relationship between physical activity and brain structure in older adults from the UK Biobank. A total of 3,027 (62.45 {+/-} 7.27 years old, 51.3% females) had physical activity and MRI data at baseline and follow-up. Physical activity was assessed through a self-reported questionnaire. T1-weighted MRI and diffusion tensor imaging were used to quantify brain volumes and white matter microstructure, respectively. Cross-lagged panel models were performed to estimate bidirectional associations, and linear mixed-effects models (LMM) to investigate the consistency of findings. Overall, our main findings suggest that higher hippocampal volume (Standardized Beta Coefficient ({beta})=0.075, pFDR<0.001), frontal volume ({beta}=0.043, pFDR=0.037), and global fractional anisotropy ({beta}=0.042, pFDR=0.028) were associated with more do-it-yourself (DIY) activities (e.g., watering the lawn or digging) levels at follow-up. In addition, strenuous sports at baseline were positively associated with hippocampal volume over time ({beta}=0.011, pFDR=0.108). Although this association did not survive/was not significant after adjustment for multiple comparisons, was confirmed by the LMM. In contrast, higher levels of walking for pleasure were negatively associated with white matter volume at follow-up ({beta}= -0.026, pFDR=0.008). In conclusion, there is a bidirectional association between physical activity and brain structure in healthy middle-aged and older adults. However, further research is needed to understand why physical activity subdomains are associated differently with brain structures and features during aging.

Matching journals

The top 4 journals account for 50% of the predicted probability mass.

1
Experimental Gerontology
11 papers in training set
Top 0.1%
26.4%
2
Aging Cell
144 papers in training set
Top 0.3%
19.0%
3
Human Brain Mapping
295 papers in training set
Top 1%
4.4%
4
Scientific Reports
3102 papers in training set
Top 30%
4.0%
50% of probability mass above
5
European Journal of Epidemiology
40 papers in training set
Top 0.1%
3.7%
6
Frontiers in Genetics
197 papers in training set
Top 2%
3.7%
7
Frontiers in Aging Neuroscience
67 papers in training set
Top 1.0%
3.7%
8
Frontiers in Psychology
49 papers in training set
Top 0.3%
2.4%
9
The Journals of Gerontology: Series A
25 papers in training set
Top 0.4%
2.1%
10
Neurobiology of Aging
95 papers in training set
Top 1%
2.1%
11
Brain and Behavior
37 papers in training set
Top 0.5%
1.7%
12
PLOS ONE
4510 papers in training set
Top 53%
1.7%
13
npj Aging
15 papers in training set
Top 0.5%
1.7%
14
Communications Biology
886 papers in training set
Top 11%
1.5%
15
NeuroImage: Clinical
132 papers in training set
Top 3%
1.4%
16
Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring
38 papers in training set
Top 0.8%
1.2%
17
BMJ Open
554 papers in training set
Top 11%
1.1%
18
Aging
69 papers in training set
Top 2%
1.0%
19
Journal of Alzheimer's Disease
43 papers in training set
Top 1%
0.8%
20
Alzheimer's Research & Therapy
52 papers in training set
Top 2%
0.8%
21
Neuroscience & Biobehavioral Reviews
43 papers in training set
Top 0.8%
0.8%
22
International Journal of Environmental Research and Public Health
124 papers in training set
Top 6%
0.8%
23
The Journals of Gerontology, Series A: Biological Sciences and Medical Sciences
22 papers in training set
Top 0.3%
0.8%
24
Translational Psychiatry
219 papers in training set
Top 4%
0.8%
25
Frontiers in Human Neuroscience
67 papers in training set
Top 2%
0.8%
26
NeuroImage
813 papers in training set
Top 6%
0.8%
27
Imaging Neuroscience
242 papers in training set
Top 3%
0.8%
28
Medicine & Science in Sports & Exercise
15 papers in training set
Top 0.5%
0.7%
29
The Journal of Neuroscience
928 papers in training set
Top 8%
0.7%
30
GeroScience
97 papers in training set
Top 2%
0.7%