Targeting age-related differences in brain and cognition with multimodal imaging and connectome topography profiling

被引:23
|
作者
Lowe, Alexander J. [1 ]
Paquola, Casey [1 ]
de Wael, Reinder Vos [1 ]
Girn, Manesh [2 ]
Lariviere, Sara [1 ]
Tayakol, Shahin [1 ]
Caldairou, Benoit [3 ]
Royer, Jessica [1 ]
Schrader, Dewi, V [4 ]
Bernasconi, Andrea [3 ]
Bernasconi, Neda [3 ]
Spreng, R. Nathan [2 ,5 ]
Bernhardt, Boris C. [1 ]
机构
[1] McGill Univ, Montreal Neurol Inst & Hosp, McConnell Brain Imaging Ctr, Multimodal Imaging & Connectome Anal Lab, Montreal, PQ H3A 2B4, Canada
[2] McGill Univ, Lab Brain & Cognit, Montreal Neurol Inst, Dept Neurol & Neurosurg, Montreal, PQ, Canada
[3] McGill Univ, Montreal Neurol Inst & Hosp, McConnell Brain Imaging Ctr, Neuroimaging Epilepsy Lab, Montreal, PQ, Canada
[4] Univ British Columbia, Fac Med, Dept Pediat, Vancouver, BC, Canada
[5] McGill Univ, Dept Psychiat & Psychol, Montreal, PQ, Canada
基金
加拿大健康研究院; 加拿大自然科学与工程研究理事会;
关键词
aging; amyloid; atrophy; cognition; hippocampus; neocortex; APOLIPOPROTEIN-E GENOTYPE; INTRINSIC CONNECTIVITY NETWORKS; SURFACE-BASED ANALYSIS; HUMAN CEREBRAL-CORTEX; DEFAULT-MODE NETWORK; GRAY-MATTER VOLUME; ALZHEIMERS-DISEASE; AMYLOID-BETA; FUNCTIONAL CONNECTIVITY; CORTICAL THICKNESS;
D O I
10.1002/hbm.24767
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Aging is characterized by accumulation of structural and metabolic changes in the brain. Recent studies suggest transmodal brain networks are especially sensitive to aging, which, we hypothesize, may be due to their apical position in the cortical hierarchy. Studying an open-access healthy cohort (n = 102, age range = 30-89 years) with MRI and A beta PET data, we estimated age-related cortical thinning, hippocampal atrophy and A beta deposition. In addition to carrying out surface-based morphological and metabolic mapping experiments, we stratified effects along neocortical and hippocampal resting-state functional connectome gradients derived from independent datasets. The cortical gradient depicts an axis of functional differentiation from sensory-motor regions to transmodal regions, whereas the hippocampal gradient recapitulates its long-axis. While age-related thinning and increased A beta deposition occurred across the entire cortical topography, increased A beta deposition was especially pronounced toward higher-order transmodal regions. Age-related atrophy was greater toward the posterior end of the hippocampal long-axis. No significant effect of age on A beta deposition in the hippocampus was observed. Imaging markers correlated with behavioral measures of fluid intelligence and episodic memory in a topography-specific manner, confirmed using both univariate as well as multivariate analyses. Our results strengthen existing evidence of structural and metabolic change in the aging brain and support the use of connectivity gradients as a compact framework to analyze and conceptualize brain-based biomarkers of aging.
引用
收藏
页码:5213 / 5230
页数:18
相关论文
共 50 条
  • [1] Brain imaging and age-related changes in cognition
    Grady, CL
    [J]. EXPERIMENTAL GERONTOLOGY, 1998, 33 (7-8) : 661 - 673
  • [2] Functional brain imaging and age-related changes in cognition
    Grady, CL
    [J]. BIOLOGICAL PSYCHOLOGY, 2000, 54 (1-3) : 259 - 281
  • [3] Age-related vulnerability of the human brain connectome
    Massimo Filippi
    Camilla Cividini
    Silvia Basaia
    Edoardo G. Spinelli
    Veronica Castelnovo
    Michela Leocadi
    Elisa Canu
    Federica Agosta
    [J]. Molecular Psychiatry, 2023, 28 : 5350 - 5358
  • [4] Age-related vulnerability of the human brain connectome
    Filippi, Massimo
    Cividini, Camilla
    Basaia, Silvia
    Spinelli, Edoardo G. G.
    Castelnovo, Veronica
    Leocadi, Michela
    Canu, Elisa
    Agosta, Federica
    [J]. MOLECULAR PSYCHIATRY, 2023, 28 (12) : 5350 - 5358
  • [5] Age-related vulnerability of the human brain connectome
    Cividini, C.
    Agosta, F.
    Basaia, S.
    Spinelli, E.
    Castelnovo, V.
    Leocadi, M.
    Calderaro, D.
    Canu, E.
    Filippi, M.
    [J]. EUROPEAN JOURNAL OF NEUROLOGY, 2022, 29 : 320 - 320
  • [6] Age-related differences in normal corneal topography
    Topuz, H
    Ozdemir, M
    Cinal, A
    Gumusalan, Y
    [J]. OPHTHALMIC SURGERY LASERS & IMAGING, 2004, 35 (04): : 298 - 303
  • [7] Age-related differences in the topological efficiency of the brain structural connectome in amnestic mild cognitive impairment
    Zhao, Tengda
    Sheng, Can
    Bi, Qiuhui
    Niu, Weili
    Shu, Ni
    Han, Ying
    [J]. NEUROBIOLOGY OF AGING, 2017, 59 : 144 - 155
  • [8] Age-related differences in the impact of cannabis use on the brain and cognition: a systematic review
    Gorey, Claire
    Kuhns, Lauren
    Smaragdi, Eleni
    Kroon, Emese
    Cousijn, Janna
    [J]. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE, 2019, 269 (01) : 37 - 58
  • [9] Age-related differences in the effect of chronic alcohol on cognition and the brain: a systematic review
    Kuhns, Lauren
    Kroon, Emese
    Lesscher, Heidi
    Mies, Gabry
    Cousijn, Janna
    [J]. TRANSLATIONAL PSYCHIATRY, 2022, 12 (01)
  • [10] Influence of structural and functional brain connectivity on age-related differences in fluid cognition
    Madden, David J.
    Jain, Shivangi
    Monge, Zachary A.
    Cook, Angela D.
    Lee, Alexander
    Huang, Hua
    Howard, Cortney M.
    Cohen, Jessica R.
    [J]. NEUROBIOLOGY OF AGING, 2020, 96 : 205 - 222