TY - JOUR
T1 - Investigating impact of cardiorespiratory fitness in reducing brain tissue loss caused by ageing
AU - Kundu, Shinjini
AU - Huang, Haiqing
AU - Erickson, Kirk I.
AU - McAuley, Edward
AU - Kramer, Arthur F.
AU - Rohde, Gustavo K.
N1 - Publisher Copyright:
© The Author(s) (2021).
PY - 2021
Y1 - 2021
N2 - Mitigating the loss of brain tissue due to age is a major problem for an ageing population. Improving cardiorespiratory fitness has been suggested as a possible strategy, but the influence on brain morphology has not been fully characterized. To investigate the dependent shifts in brain tissue distribution as a function of cardiorespiratory fitness, we used a 3D transport-based morphometry approach. In this study of 172 inactive older adults aged 58-81 (66.565.7) years, cardiorespiratory fitness was determined by VO2 peak (ml/kg/min) during graded exercise and brain morphology was assessed through structural magnetic resonance imaging. After correcting for covariates including age (in the fitness model), gender and level of education, we compared dependent tissue shifts with age to those due to VO2 peak. We found a significant association between cardiorespiratory fitness and brain tissue distribution (white matter, r=0.30, P=0.003; grey matter, r=0.40, P<0.001) facilitated by direct visualization of the brain tissue shifts due to cardiorespiratory fitness through inverse transformation-a key capability of 3D transport-based morphometry. A strong statistical correlation was found between brain tissue changes related to ageing and those associated with lower cardiorespiratory fitness (white matter, r=0.62, P<0.001; grey matter, r=0.74, P<0.001). In both cases, frontotemporal regions shifted the most while basal ganglia shifted the least. Our results highlight the importance of cardiorespiratory fitness in maintaining brain health later in life. Furthermore, this work demonstrates 3D transport-based morphometry as a novel neuroinformatic technology that may aid assessment of therapeutic approaches for brain ageing and neurodegenerative diseases.
AB - Mitigating the loss of brain tissue due to age is a major problem for an ageing population. Improving cardiorespiratory fitness has been suggested as a possible strategy, but the influence on brain morphology has not been fully characterized. To investigate the dependent shifts in brain tissue distribution as a function of cardiorespiratory fitness, we used a 3D transport-based morphometry approach. In this study of 172 inactive older adults aged 58-81 (66.565.7) years, cardiorespiratory fitness was determined by VO2 peak (ml/kg/min) during graded exercise and brain morphology was assessed through structural magnetic resonance imaging. After correcting for covariates including age (in the fitness model), gender and level of education, we compared dependent tissue shifts with age to those due to VO2 peak. We found a significant association between cardiorespiratory fitness and brain tissue distribution (white matter, r=0.30, P=0.003; grey matter, r=0.40, P<0.001) facilitated by direct visualization of the brain tissue shifts due to cardiorespiratory fitness through inverse transformation-a key capability of 3D transport-based morphometry. A strong statistical correlation was found between brain tissue changes related to ageing and those associated with lower cardiorespiratory fitness (white matter, r=0.62, P<0.001; grey matter, r=0.74, P<0.001). In both cases, frontotemporal regions shifted the most while basal ganglia shifted the least. Our results highlight the importance of cardiorespiratory fitness in maintaining brain health later in life. Furthermore, this work demonstrates 3D transport-based morphometry as a novel neuroinformatic technology that may aid assessment of therapeutic approaches for brain ageing and neurodegenerative diseases.
KW - ageing
KW - brain
KW - cardiorespiratory fitness
KW - structural magnetic resonance imaging
KW - transport-based morphometry
UR - http://www.scopus.com/inward/record.url?scp=85127178656&partnerID=8YFLogxK
U2 - 10.1093/braincomms/fcab228
DO - 10.1093/braincomms/fcab228
M3 - Article
AN - SCOPUS:85127178656
SN - 2632-1297
VL - 3
JO - Brain Communications
JF - Brain Communications
IS - 4
M1 - 228
ER -