Functional Consequences of Neurite Orientation Dispersion and Density in Humans across the Adult Lifespan

被引:123
作者
Nazeri, Arash [1 ,2 ]
Chakravarty, M. Mallar [1 ,2 ,3 ,4 ,5 ]
Rotenberg, David J. [1 ]
Rajji, Tarek K. [2 ,6 ,7 ]
Rathi, Yogesh [8 ]
Michailovich, Oleg V. [9 ]
Voineskos, Aristotle N. [1 ,2 ,6 ,7 ]
机构
[1] Ctr Addict & Mental Hlth, Campbell Family Mental Hlth Inst, Res Imaging Ctr, Kimel Family Translat Imaging Genet Lab, Toronto, ON M5T 1R8, Canada
[2] Univ Toronto, Dept Psychiat, Toronto, ON M5T 1R8, Canada
[3] Douglas Inst, Cerebral Imaging Ctr, Verdun, PQ H4H 1R3, Canada
[4] McGill Univ, Dept Psychiat, Montreal, PQ H3A 2B4, Canada
[5] McGill Univ, Dept Biomed Engn, Montreal, PQ H3A 2B4, Canada
[6] Univ Toronto, Inst Med Sci, Toronto, ON M5S 1A8, Canada
[7] Ctr Addict & Mental Hlth, Geriatr Mental Hlth Serv, Toronto, ON M6J 1H4, Canada
[8] Harvard Univ, Brigham & Womens Hosp, Sch Med, Psychiat Neuroimaging Lab,Lab Math Imaging, Boston, MA 02215 USA
[9] Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON N2L 3G1, Canada
基金
加拿大自然科学与工程研究理事会; 美国国家卫生研究院; 加拿大健康研究院;
关键词
cognitive aging; diffusion-weighted MRI; GBSS; gray matter; neurite orientation dispersion; structure-function relationship; INDEPENDENT COMPONENT ANALYSIS; SPINE CHANGES; HUMAN-BRAIN; DENDRITIC GROWTH; CEREBRAL-CORTEX; AGE; SEGMENTATION; NEURONS; CONNECTIVITY; ACQUISITION;
D O I
10.1523/JNEUROSCI.3979-14.2015
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
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.
引用
收藏
页码:1753 / 1762
页数:10
相关论文
共 68 条
[11]   Dying-back of Purkinje cell dendrites with synapse loss in aging rats [J].
Chen, S ;
Hillman, DE .
JOURNAL OF NEUROCYTOLOGY, 1999, 28 (03) :187-196
[12]   Cortical surface-based analysis - I. Segmentation and surface reconstruction [J].
Dale, AM ;
Fischl, B ;
Sereno, MI .
NEUROIMAGE, 1999, 9 (02) :179-194
[13]  
de Brabander JM, 1998, EUR J NEUROSCI, V10, P1261
[14]   DENDRITIC SPINE CHANGES ASSOCIATED WITH NORMAL AGING [J].
Dickstein, D. L. ;
Weaver, C. M. ;
Luebke, J. I. ;
Hof, P. R. .
NEUROSCIENCE, 2013, 251 :21-32
[15]   Age-related dendritic and spine changes in corticocortically projecting neurons in macaque monkeys [J].
Duan, HL ;
Wearne, SL ;
Rocher, AB ;
Macedo, A ;
Morrison, JH ;
Hof, PR .
CEREBRAL CORTEX, 2003, 13 (09) :950-961
[16]   Resting-state functional connectivity in normal brain aging [J].
Ferreira, Luiz Kobuti ;
Busatto, Geraldo F. .
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2013, 37 (03) :384-400
[17]   Distinct patterns of brain activity in young carriers of the APOE-ε4 allele [J].
Filippini, Nicola ;
MacIntosh, Bradley J. ;
Hough, Morgan G. ;
Goodwin, Guy M. ;
Frisoni, Giovanni B. ;
Smith, Stephen M. ;
Matthews, Paul M. ;
Beckmann, Christian F. ;
Mackay, Clare E. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (17) :7209-7214
[18]   Measuring the thickness of the human cerebral cortex from magnetic resonance images [J].
Fischl, B ;
Dale, AM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (20) :11050-11055
[19]   FreeSurfer [J].
Fischl, Bruce .
NEUROIMAGE, 2012, 62 (02) :774-781
[20]   AGE-RELATED DENDRITIC GROWTH IN DENTATE GYRUS OF HUMAN-BRAIN IS FOLLOWED BY REGRESSION IN THE OLDEST OLD [J].
FLOOD, DG ;
BUELL, SJ ;
DEFIORE, CH ;
HORWITZ, GJ ;
COLEMAN, PD .
BRAIN RESEARCH, 1985, 345 (02) :366-368