Network connectivity and local transcriptomic vulnerability underpin cortical atrophy progression in Parkinson's disease

被引:8
|
作者
Vo, Andrew [1 ]
Tremblay, Christina [1 ]
Rahayel, Shady [1 ,2 ]
Shafiei, Golia [3 ]
Hansen, Justine Y. [1 ]
Yau, Yvonne [1 ]
Misic, Bratislav [1 ]
Dagher, Alain [1 ]
机构
[1] McGill Univ, Montre Neurol Inst, McConnell Brain Imaging Ctr, Montreal, PQ, Canada
[2] Hop Sacre Caeur Montreal, Ctr Adv Res Sleep Med, Montreal, PQ, Canada
[3] Univ Penn, Perelman Sch Med, Dept Psychiat, Philadelphia, PA USA
基金
加拿大健康研究院;
关键词
Parkinson's disease; Structural MRI; Cortical thinning; Connectomics; Imaging transcriptomics; PATHOLOGICAL ALPHA-SYNUCLEIN; DOPAMINE TRANSPORTER; COGNITIVE DECLINE; HUMAN CONNECTOME; NEURODEGENERATION; MRI; ORGANIZATION; PROPAGATION; EXPRESSION; PATTERN;
D O I
10.1016/j.nicl.2023.103523
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
Parkinson's disease pathology is hypothesized to spread through the brain via axonal connections between regions and is further modulated by local vulnerabilities within those regions. The resulting changes to brain morphology have previously been demonstrated in both prodromal and de novo Parkinson's disease patients. However, it remains unclear whether the pattern of atrophy progression in Parkinson's disease over time is similarly explained by network-based spreading and local vulnerability. We address this gap by mapping the trajectory of cortical atrophy rates in a large, multi-centre cohort of Parkinson's disease patients and relate this atrophy progression pattern to network architecture and gene expression profiles. Across 4-year follow-up visits, increased atrophy rates were observed in posterior, temporal, and superior frontal cortices. We demonstrated that this progression pattern was shaped by network connectivity. Regional atrophy rates were strongly related to atrophy rates across structurally and functionally connected regions. We also found that atrophy progression was associated with specific gene expression profiles. The genes whose spatial distribution in the brain was most related to atrophy rate were those enriched for mitochondrial and metabolic function. Taken together, our findings demonstrate that both global and local brain features influence vulnerability to neurodegeneration in Parkinson's disease.
引用
收藏
页数:15
相关论文
共 50 条
  • [41] Longitudinal whole-brain atrophy and ventricular enlargement in nondemented Parkinson's disease
    Mak, Elijah
    Su, Li
    Williams, Guy B.
    Firbank, Michael J.
    Lawson, Rachael A.
    Yarnall, Alison J.
    Duncan, Gordon W.
    Mollenhauer, Brit
    Owen, Adrian M.
    Khoo, Tien K.
    Brooks, David J.
    Rowe, James B.
    Barker, Roger A.
    Burn, David J.
    O'Brien, John T.
    NEUROBIOLOGY OF AGING, 2017, 55 : 78 - 90
  • [42] Changes in network activity with the progression of Parkinson's disease
    Huang, Chaorui
    Tang, Chengke
    Feigin, Andrew
    Lesser, Martin
    Ma, Yilong
    Pourfar, Michael
    Dhawan, Vijay
    Eidelberg, David
    BRAIN, 2007, 130 : 1834 - 1846
  • [43] Depressive symptoms in Parkinson's disease correlate with cortical atrophy over time
    Hanganu, Alexandru
    Bruneau, Marie-Andree
    Degroot, Clotilde
    Bedetti, Christophe
    Mejia-Constain, Beatriz
    Lafontaine, Anne-Louise
    Chouinard, Sylvain
    Monchi, Oury
    BRAIN AND COGNITION, 2017, 111 : 127 - 133
  • [44] The Pattern of Cortical Atrophy in Patients with Parkinson's Disease According to Cognitive Status
    Song, Sook K.
    Lee, Ji E.
    Park, Hae-Jeong
    Sohn, Young H.
    Lee, Jong Doo
    Lee, Phil Hyu
    MOVEMENT DISORDERS, 2011, 26 (02) : 289 - 296
  • [45] Parkinson's disease is associated with hippocampal atrophy
    Camicioli, R
    Moore, MM
    Kinney, A
    Corbridge, E
    Glassberg, K
    Kaye, JA
    MOVEMENT DISORDERS, 2003, 18 (07) : 784 - 790
  • [46] Connectivity-Based Brain Parcellation for Parkinson's Disease
    Li, Yu
    Liu, Aiping
    Li, Liangyong
    Wu, Yunhu
    McKeown, Martin J.
    Chen, Xun
    Wu, Feng
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2023, 70 (05) : 1539 - 1552
  • [47] No relevant midbrain atrophy in Parkinson's disease
    Makinen, E.
    Joutsa, J.
    Isotalo, J.
    Kaasinen, V.
    ACTA NEUROLOGICA SCANDINAVICA, 2016, 134 (05): : 378 - 381
  • [48] Functional Connectivity of Cortical Motor Areas in the Resting State in Parkinson's Disease
    Wu, Tao
    Long, Xiangyu
    Wang, Liang
    Hallett, Mark
    Zang, Yufeng
    Li, Kuncheng
    Chan, Piu
    HUMAN BRAIN MAPPING, 2011, 32 (09) : 1443 - 1457
  • [49] Altered Functional and Causal Connectivity of Cerebello-Cortical Circuits between Multiple System Atrophy (Parkinsonian Type) and Parkinson's Disease
    Yao, Qun
    Zhu, Donglin
    Li, Feng
    Xiao, Chaoyong
    Lin, Xingjian
    Huang, Qingling
    Shi, Jingping
    FRONTIERS IN AGING NEUROSCIENCE, 2017, 9
  • [50] Progression of subcortical atrophy in mild Parkinson's disease and its impact on cognition
    Foo, H.
    Mak, E.
    Yong, T. T.
    Wen, M. C.
    Chander, R. J.
    Au, W. L.
    Sitoh, Y. Y.
    Tan, L. C. S.
    Kandiah, N.
    EUROPEAN JOURNAL OF NEUROLOGY, 2017, 24 (02) : 341 - 348