TY - JOUR
T1 - Functional consequences of neurite orientation dispersion and density in humans across the adult lifespan
AU - Nazeri, Arash
AU - Chakravarty, Mallar
AU - Rotenberg, David J.
AU - Rajji, Tarek K.
AU - Rathi, Xyogesh
AU - Michailovich, Oleg V.
AU - Voineskos, Aristotle N.
N1 - Publisher Copyright:
© 2015 J. Neurosci All rights received.
PY - 2015/1/28
Y1 - 2015/1/28
N2 - As humans age, a characteristic pattern of widespread neocortical dendritic disruption coupled with compensatory effects in hippocampus and other subcortical structures is shown in postmortem investigations. It is now possible to address age-related effects on gray matter (GM) neuritic organization and density in humans using multishell diffusion-weighted MRI and the neurite-orientation dispersion and density imaging (NODDI) model. In 45 healthy individuals across the adult lifespan (21– 84 years), we used a multishell diffusion imaging and the NODDI model to assess the intraneurite volume fraction and neurite orientation-dispersion index (ODI) in GM tissues. Wealso determined the functional correlates of variations inGMmicrostructure by obtaining resting-state fMRI and behavioral data.We found a significant age-related deficit in neocortical ODI (most prominently in frontoparietal regions), whereas increased ODI was observed in hippocampus and cerebellum with advancing age. Neocortical ODI outperformed cortical thickness and white matter fractional anisotropy for the prediction of chronological age in the same individuals. Higher GM ODI sampled from resting-state networks with known age-related susceptibility (default mode and visual association networks) was associated with increased functional connectivity of these networks, whereas the task-positive networks tended to show no association or even decreased connectivity. Frontal pole ODI mediated the negative relationship of age with executive function, whereas hippocampal ODI mediated the positive relationship of age with executive function. Our in vivo findings align very closely with the postmortem data and provide evidence for vulnerability and compensatory neural mechanisms of aging in GM microstructure that have functional and cognitive impact in vivo.
AB - As humans age, a characteristic pattern of widespread neocortical dendritic disruption coupled with compensatory effects in hippocampus and other subcortical structures is shown in postmortem investigations. It is now possible to address age-related effects on gray matter (GM) neuritic organization and density in humans using multishell diffusion-weighted MRI and the neurite-orientation dispersion and density imaging (NODDI) model. In 45 healthy individuals across the adult lifespan (21– 84 years), we used a multishell diffusion imaging and the NODDI model to assess the intraneurite volume fraction and neurite orientation-dispersion index (ODI) in GM tissues. Wealso determined the functional correlates of variations inGMmicrostructure by obtaining resting-state fMRI and behavioral data.We found a significant age-related deficit in neocortical ODI (most prominently in frontoparietal regions), whereas increased ODI was observed in hippocampus and cerebellum with advancing age. Neocortical ODI outperformed cortical thickness and white matter fractional anisotropy for the prediction of chronological age in the same individuals. Higher GM ODI sampled from resting-state networks with known age-related susceptibility (default mode and visual association networks) was associated with increased functional connectivity of these networks, whereas the task-positive networks tended to show no association or even decreased connectivity. Frontal pole ODI mediated the negative relationship of age with executive function, whereas hippocampal ODI mediated the positive relationship of age with executive function. Our in vivo findings align very closely with the postmortem data and provide evidence for vulnerability and compensatory neural mechanisms of aging in GM microstructure that have functional and cognitive impact in vivo.
KW - Cognitive aging
KW - Diffusion-weighted MRI
KW - GBSS
KW - Gray matter
KW - Neurite orientation dispersion
KW - Structure–function relationship
UR - http://www.scopus.com/inward/record.url?scp=84921923580&partnerID=8YFLogxK
U2 - 10.1523/JNEUROSCI.3979-14.2015
DO - 10.1523/JNEUROSCI.3979-14.2015
M3 - Article
C2 - 25632148
AN - SCOPUS:84921923580
SN - 0270-6474
VL - 35
SP - 1753
EP - 1762
JO - Journal of Neuroscience
JF - Journal of Neuroscience
IS - 4
ER -