TY - JOUR
T1 - Associations of cardiorespiratory fitness and exercise with brain white matter in healthy adults
T2 - A systematic review and meta-analysis
AU - Maleki, Suzan
AU - Hendrikse, Joshua
AU - Chye, Yann
AU - Caeyenberghs, Karen
AU - Coxon, James P.
AU - Oldham, Stuart
AU - Suo, Chao
AU - Yücel, Murat
N1 - Funding Information:
Open Access funding enabled and organized by CAUL and its Member Institutions There was no direct funding for the development of this systematic review. MY has received funding from Monash University, and Australian Government funding bodies such as the National Health and Medical Research Council (NHMRC; including Fellowship #APP1117188), the Australian Research Council (ARC), and the Department of Industry, Innovation and Science. He has also received philanthropic donations from the David Winston Turner Endowment Fund, Wilson Foundation, as well as payment from law firms in relation to court and/or expert witness reports. The funding sources had no role in the design, management, data analysis, or interpretation and write-up of the data. KC is supported by a National Health and Medical Research Council Career Development Fellowship (APP1143816). JH and JPC are supported by an ARC Discovery project grant (DP200100234). JH is supported by a Turner Institute for Brain and Mental Health Postdoctoral Bridging Fellowship.
Publisher Copyright:
© 2022, Crown.
PY - 2022/10
Y1 - 2022/10
N2 - Magnetic resonance imaging (MRI) studies have revealed positive associations between brain structure and physical activity, cardiorespiratory fitness, and exercise (referred to here as PACE). While a considerable body of research has investigated the effects of PACE on grey matter, much less is known about effects on white matter (WM). Hence, we conducted a systematic review of peer-reviewed literature published prior to 5th July 2021 using online databases (PubMed and Scopus) and PRISMA guidelines to synthesise what is currently known about the relationship between PACE and WM in healthy adults. A total of 60 studies met inclusion criteria and were included in the review. Heterogeneity across studies was calculated using Qochran’s q test, and publication bias was assessed for each meta-analysis using Begg and Mazumdar rank correlation test. A meta-regression was also conducted to explore factors contributing to any observed heterogeneity. Overall, we observed evidence of positive associations between PACE and global WM volume (effect size (Hedges’s g) = 0.137, p < 0.001), global WM anomalies (effect size = 0.182, p < 0.001), and local microstructure integrity (i.e., corpus callosum: effect size = 0.345, p < 0.001, and anterior limb of internal capsule: effect size = 0.198, p < 0.001). These findings suggest that higher levels of PACE are associated with improved global WM volume and local integrity. We appraise the quality of evidence, and discuss the implications of these findings for the preservation of WM across the lifespan. We conclude by providing recommendations for future research in order to advance our understanding of the specific PACE parameters and neurobiological mechanisms underlying these effects.
AB - Magnetic resonance imaging (MRI) studies have revealed positive associations between brain structure and physical activity, cardiorespiratory fitness, and exercise (referred to here as PACE). While a considerable body of research has investigated the effects of PACE on grey matter, much less is known about effects on white matter (WM). Hence, we conducted a systematic review of peer-reviewed literature published prior to 5th July 2021 using online databases (PubMed and Scopus) and PRISMA guidelines to synthesise what is currently known about the relationship between PACE and WM in healthy adults. A total of 60 studies met inclusion criteria and were included in the review. Heterogeneity across studies was calculated using Qochran’s q test, and publication bias was assessed for each meta-analysis using Begg and Mazumdar rank correlation test. A meta-regression was also conducted to explore factors contributing to any observed heterogeneity. Overall, we observed evidence of positive associations between PACE and global WM volume (effect size (Hedges’s g) = 0.137, p < 0.001), global WM anomalies (effect size = 0.182, p < 0.001), and local microstructure integrity (i.e., corpus callosum: effect size = 0.345, p < 0.001, and anterior limb of internal capsule: effect size = 0.198, p < 0.001). These findings suggest that higher levels of PACE are associated with improved global WM volume and local integrity. We appraise the quality of evidence, and discuss the implications of these findings for the preservation of WM across the lifespan. We conclude by providing recommendations for future research in order to advance our understanding of the specific PACE parameters and neurobiological mechanisms underlying these effects.
KW - Cardiorespiratory fitness (CRF)
KW - Exercise
KW - Magnetic resonance imaging (MRI)
KW - Physical activity (PA)
KW - Physical fitness (PF)
KW - White matter (WM)
UR - http://www.scopus.com/inward/record.url?scp=85133190486&partnerID=8YFLogxK
U2 - 10.1007/s11682-022-00693-y
DO - 10.1007/s11682-022-00693-y
M3 - Review Article
C2 - 35773556
AN - SCOPUS:85133190486
SN - 1931-7557
VL - 16
SP - 2402
EP - 2425
JO - Brain Imaging and Behavior
JF - Brain Imaging and Behavior
IS - 5
ER -