Brain network characteristics and cognitive performance in motor subtypes of Parkinson?s disease: A resting state fMRI study

被引:5
|
作者
Wolters, Amee F. [1 ]
Michielse, Stijn [2 ]
Kuijf, Mark L. [1 ,2 ]
Defebvre, Luc [3 ,4 ]
Lopes, Renaud [3 ,5 ]
Dujardin, Kathy [3 ,4 ]
Leentjens, Albert F. G. [2 ,6 ]
机构
[1] Maastricht Univ, Med Ctr, Dept Neurol, POB 5800, NL-6202 AZ Maastricht, Netherlands
[2] Maastricht Univ, Sch Mental Hlth & Neurosci, Med Ctr, Dept Neurosurg, Maastricht, Netherlands
[3] Univ Lille, INSERM, Lille Neurosci & Cognit, F-59000 Lille, France
[4] CHU Lille, Neurol & Movement Disorders, F-59000 Lille, France
[5] Univ Lille, CHU Lille, INSERM, CNRS,Inst Pasteur Lille,US 41 UMS 2014 PLBS, F-59000 Lille, France
[6] Maastricht Univ, Med Ctr, Dept Psychiat & Neuropsychol, Maastricht, Netherlands
关键词
Magnetic resonance imaging; fMRI; Resting -state networks; Cognition; Subtypes; Parkinson?s disease; ACCURATE; ROBUST;
D O I
10.1016/j.parkreldis.2022.10.027
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Introduction: Parkinson's disease (PD) is a heterogeneous disorder with great variability in motor and non-motor manifestations. It is hypothesized that different motor subtypes are characterized by different neuropsychiatric and cognitive symptoms, but the underlying correlates in cerebral connectivity remain unknown. Our aim is to compare brain network connectivity between the postural instability and gait disorder (PIGD) and tremor -dominant (TD) subtypes, using both a within-and between-network analysis. Methods: This cross-sectional resting-state fMRI study includes 81 PD patients, 54 belonging to the PIGD and 27 to the TD subgroup. Group-level spatial maps were created using independent component analysis. Differences in functional connectivity were investigated using dual regression analysis and inter-network connectivity analysis. An additional voxel-based morphometry analysis was performed to examine if results were influenced by grey matter atrophy. Results: The PIGD subgroup scored worse than the TD subgroup on all cognitive domains. Resting-state fMRI network analyses suggested that the connection between the visual and sensorimotor network is a potential differentiator between PIGD and TD subgroups. However, after correcting for dopaminergic medication use these results were not significant anymore. There was no between-group difference in grey matter volume. Conclusion: Despite clear motor and cognitive differences between the PIGD and TD subtypes, no significant differences were found in network connectivity. Methodological challenges, substantial symptom heterogeneity and many involved variables make analyses and hypothesis building around PD subtypes highly complex. More sensitive visualisation methods combined with machine learning approaches may be required in the search for characteristic underpinnings of PD subtypes.
引用
收藏
页码:32 / 38
页数:7
相关论文
共 50 条
  • [21] Higher motor cortex connectivity with subthalamic stimulation than with levodopa: A resting state fMRI study in Parkinson's disease
    Jech, R.
    Mueller, K.
    Ruzicka, F.
    Holiga, S.
    Ballarini, T.
    Bezdicek, O.
    Moller, H.
    Vymazal, J.
    Ruzicka, E.
    Schroeter, L.
    Urgosik, D.
    MOVEMENT DISORDERS, 2018, 33 : S666 - S667
  • [22] Alterations of regional homogeneity in Parkinson's disease with mild cognitive impairment: a preliminary resting-state fMRI study
    Li, Ming-ge
    Liu, Tie-fang
    Zhang, Tian-hao
    Chen, Zhi-ye
    Nie, Bin-bin
    Lou, Xin
    Wang, Zhen-fu
    Ma, Lin
    NEURORADIOLOGY, 2020, 62 (03) : 327 - 334
  • [23] Apathy in Parkinson's disease (PD) as a disconnection syndrome - A resting state fMRI study
    Appel-Cresswell, S.
    Liu, A.
    Lin, S. J.
    Baradaran, N.
    Kang, T.
    Wang, J. Z.
    McKeown, M. J.
    MOVEMENT DISORDERS, 2015, 30 : S1 - S2
  • [24] Functional connectivity in early Parkinson's disease: a resting-state fMRI study
    Filippi, M.
    Agosta, F.
    Caso, F.
    Inuggi, A.
    Stankovic, I.
    Petrovic, I.
    Kostic, V. S.
    JOURNAL OF NEUROLOGY, 2013, 260 : S142 - S143
  • [25] Alterations of regional homogeneity in Parkinson’s disease with mild cognitive impairment: a preliminary resting-state fMRI study
    Ming-ge Li
    Tie-fang Liu
    Tian-hao Zhang
    Zhi-ye Chen
    Bin-bin Nie
    Xin Lou
    Zhen-fu Wang
    Lin Ma
    Neuroradiology, 2020, 62 : 327 - 334
  • [26] Cognitive Reserve and Motor Subtypes of Parkinson's disease (PD)
    DeLeon Perez, A.
    Castillo Torres, S.
    Trejo Ayala, J.
    Estrada Bellmann, I.
    Chavez Luevanos, B.
    Tellez Hernandez, P.
    Ortiz Zacarias, D.
    MOVEMENT DISORDERS, 2024, 39 : S130 - S130
  • [27] The motor inhibitory network in patients with asymmetrical Parkinson’s disease: An fMRI study
    Francis R. Loayza
    Ignacio Obeso
    Rafael González Redondo
    Federico Villagra
    Elkin Luis
    José A. Obeso
    Marjan Jahanshahi
    Maria A. Pastor
    Brain Imaging and Behavior, 2022, 16 : 1349 - 1361
  • [28] The motor inhibitory network in patients with asymmetrical Parkinson's disease: An fMRI study
    Loayza, Francis R.
    Obeso, Ignacio
    Gonzalez Redondo, Rafael
    Villagra, Federico
    Luis, Elkin
    Obeso, Jose A.
    Jahanshahi, Marjan
    Pastor, Maria A.
    BRAIN IMAGING AND BEHAVIOR, 2022, 16 (03) : 1349 - 1361
  • [29] Resting-state fMRI in Parkinson's disease patients with cognitive impairment: A meta-analysis
    Wolters, Amee F.
    van de Weijer, Sjors C. F.
    Leentjens, Albert F. G.
    Duits, Annelien A.
    Jacobs, Heidi I. L.
    Kuijf, Mark L.
    PARKINSONISM & RELATED DISORDERS, 2019, 62 : 16 - 27
  • [30] Resting state brain connectivity associated with mild cognitive impairment in Parkinson's disease
    Amboni, M.
    Tessitore, A.
    Santangelo, G.
    Picillo, M.
    Esposito, F.
    Vitale, C.
    Giordano, A.
    De Micco, R.
    Tedeschi, G.
    Barone, P.
    MOVEMENT DISORDERS, 2013, 28 : S190 - S191