Global Functional Network Connectivity Disturbances in Parkinson’s Disease with Mild Cognitive Impairment by Resting-State Functional MRI

Xin-xin Shuai , Xiang-chuang Kong , Yan Zou , Si-qi Wang , Yu-hui Wang

Current Medical Science ›› 2021, Vol. 40 ›› Issue (6) : 1057 -1066.

PDF
Current Medical Science ›› 2021, Vol. 40 ›› Issue (6) : 1057 -1066. DOI: 10.1007/s11596-020-2287-9
Article

Global Functional Network Connectivity Disturbances in Parkinson’s Disease with Mild Cognitive Impairment by Resting-State Functional MRI

Author information +
History +
PDF

Abstract

Examining the spontaneous BOLD activity to understand the neural mechanism of Parkinson’s disease (PD) with mild cognitive impairment (MCI) is a focus in resting-state functional MRI (rs-fMRI) studies. This study aimed to investigate the alteration of brain functional connectivity in PD with MCI in a systematical way at two levels: functional connectivity analysis within resting state networks (RSNs) and functional network connectivity (FNC) analysis. Using group independent component analysis (ICA) on rs-fMRI data acquired from 30 participants (14 healthy controls and 16 PD patients with MCI), 16 RSNs were identified, and functional connectivity analysis within the RSNs and FNC analysis were carried out between groups. Compared to controls, patients with PD showed decreased functional connectivity within putamen network, thalamus network, cerebellar network, attention network, and self-referential network, and increased functional connectivity within execution network. Globally disturbed, mostly increased functional connectivity of FNC was observed in PD group, and insular network and execution network were the dominant network with extensively increased functional connectivity with other RSNs. Cerebellar network showed decreased functional connectivity with caudate network, insular network, and self-referential network. In general, decreased functional connectivity within RSNs and globally disturbed, mostly increased functional connectivity of FNC may be characteristics of PD. Increased functional connectivity within execution network may be an early marker of PD. The multi-perspective study based on RSNs may be a valuable means to assess functional changes corresponding to specific RSN, contributing to the understanding of the neural mechanism of PD.

Keywords

Parkinson’s disease / resting-state functional MRI / resting-state functional connectivity / functional network connectivity

Cite this article

Download citation ▾
Xin-xin Shuai, Xiang-chuang Kong, Yan Zou, Si-qi Wang, Yu-hui Wang. Global Functional Network Connectivity Disturbances in Parkinson’s Disease with Mild Cognitive Impairment by Resting-State Functional MRI. Current Medical Science, 2021, 40(6): 1057-1066 DOI:10.1007/s11596-020-2287-9

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

ShulmanJM, De JagerPL. Evidence for a common pathway linking neurodegenerative diseases. Nat Genet, 2009, 41(12): 1261-1262

[2]

JankovicJ. Parkinson’s disease: clinical features and diagnosis. J Neurol Neurosurg Psychiatry, 2008, 79(4): 368-376

[3]

YaoML, ZhangH, XuY, et al.. Neuropsychiatry Symptoms and Cognitive Impairment in Chinese Patients with Parkinson’s Disease in Han and Hui Ethnicity. Curr Med Sci, 2019, 39(1): 122-126

[4]

PaveseN, MettaV, BoseSK, et al.. Fatigue in Parkinson’s disease is linked to striatal and limbic serotonergic dysfunction. Brain, 2010, 133(11): 3434-3443

[5]

MattayVS, TessitoreA, CallicottJH, et al.. Dopaminergic modulation of cortical function in patients with Parkinson’s disease. Ann Neurol, 2002, 51(2): 156-164

[6]

MonchiO, PetridesM, Mejia-ConstainB, et al.. Cortical activity in Parkinson’s disease during executive processing depends on striatal involvement. Brain, 2007, 130(1): 233-244

[7]

MailletA, KrainikA, DebuB, et al.. Levodopa effects on hand and speech movements in patients with Parkinson’s disease: a FMRI study. PLoS One, 2012, 7(10): e46541

[8]

SmithSM, FoxPT, MillerKL, et al.. Correspondence of the brain’s functional architecture during activation and rest. Proc Natl Acad Sci USA, 2009, 106(31): 13040-13045

[9]

TessitoreA, AmboniM, EspositoF, et al.. Restingstate brain connectivity in patients with Parkinson’s disease and freezing of gait. Parkinsonism Relat Disord, 2012, 18(6): 781-787

[10]

KrajcovicovaL, MiklM, MarecekR, et al.. The default mode network integrity in patients with Parkinson’s disease is levodopa equivalent dose-dependent. J Neural Transm, 2012, 119(4): 443-454

[11]

HackerCD, PerlmutterJS, CriswellSR, et al.. Resting state functional connectivity of the striatum in Parkinson’s disease. Brain, 2012, 135(12): 3699-3711

[12]

GreiciusMD, KrasnowB, ReissAL, et al.. Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc Natl Acad Sci USA, 2003, 100(1): 253-258

[13]

FoxMD, RaichleME. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat Rev Neurosci, 2007, 8(9): 700-711

[14]

LuoC, QiuC, GuoZ, et al.. Disrupted functional brain connectivity in partial epilepsy: a resting-state fMRI study. PLoS One, 2011, 7(1): e28196

[15]

TononiG, SpornsO, EdelmanGM. A measure for brain complexity: relating functional segregation and integration in the nervous system. Proc Natl Acad Sci USA, 1994, 91(11): 5033-5037

[16]

WuT, LongX, WangL, et al.. Functional connectivity of cortical motor areas in the resting state in Parkinson’s disease. Hum Brain Mapp, 2011, 32(9): 1443-1457

[17]

WuT, WangL, ChenY, et al.. Changes of functional connectivity of the motor network in the resting state in Parkinson’s disease. Neurosci Lett, 2009, 460(1): 6-10

[18]

BaudrexelS, WitteT, SeifriedC, et al.. Resting state fMRI reveals increased subthalamic nucleus-motor cortex connectivity in Parkinson’s disease. Neuroimage, 2011, 55(4): 1728-1738

[19]

WuT, WangJ, WangC, et al.. Basal ganglia circuits changes in Parkinson’s disease patients. Neurosci Lett, 2012, 524(1): 55-59

[20]

TessitoreA, EspositoF, VitaleC, et al.. Default-mode network connectivity in cognitively unimpaired patients with Parkinson disease. Neurology, 2012, 79(23): 2226-2232

[21]

JafriMJ, PearlsonGD, StevensM, et al.. A method for functional network connectivity among spatially independent resting-state components in schizophrenia. Neuroimage, 2008, 39(4): 1666-1681

[22]

HughesAJ, DanielSE, KilfordL, et al.. Accuracy of clinical diagnosis of idiopathic Parkinson’s disease: a clinico-pathological study of 100 cases. J Neurol Neurosurg Psychiatry, 1992, 55(3): 181-184

[23]

HeY, WangL, ZangY, et al.. Regional coherence changes in the early stages of Alzheimer’s disease: a combined structural and resting-state functional MRI study. Neuroimage, 2007, 35(2): 488-500

[24]

WuT, LongX, ZangY, et al.. Regional homogeneity changes in patients with Parkinson’s disease. Hum Brain Mapp, 2009, 30(5): 1502-1510

[25]

MartinuK, MonchiO. Cortico-Basal Ganglia and Cortico-Cerebellar Circuits in Parkinson’s Disease: Pathophysiology or Compensation?. Behav Neurosci, 2013, 127(2): 222-236

[26]

GraftonST. Contributions of functional imaging to understanding parkinsonian symptoms. Curr Opin Neurobiol, 2004, 14(6): 715-719

[27]

DirnbergerG, JahanshahiM. Executive dysfunction in Parkinson’s disease: a review. J Neuropsychol, 2013, 7(2): 193-224

[28]

Yogev-SeligmannG, HausdorffJM, GiladiN. The role of executive function and attention in gait. Mov Disord, 2008, 23(3): 329-342

[29]

PollokB, KrauseV, MartschW, et al.. Motor-cortical oscillations in early stages of Parkinson’s disease. J Physiol, 2012, 590(13): 3203-3212

[30]

AmboniM, BaroneP, PicilloM, et al.. A two-year follow-up study of executive dysfunctions in parkinsonian patients with freezing of gait at on-state. Mov Disord, 2010, 25(6): 800-802

[31]

NieuwboerA, DomR, De WeerdtW, et al.. Abnormalities of the spatiotemporal characteristics of gait at the onset of freezing in Parkinson’s disease. Mov Disord, 2001, 16(6): 1066-1075

[32]

SpauldingSJ, BarberB, ColbyM, et al.. Cueing and gait improvement among people with Parkinson’s disease: a meta-analysis. Arch Phys Med Rehabil, 2013, 94(3): 562-570

[33]

McIntoshGC, BrownSH, RiceRR, et al.. Rhythmic auditory-motor facilitation of gait patterns in patients with Parkinson’s disease. J Neurol Neurosurg Psychiatry, 1997, 62(1): 22-26

[34]

GiladiN, HausdorffJM. The role of mental function in the pathogenesis of freezing of gait in Parkinson’s disease. J Neurol Sci, 2006, 248(1–2): 173-176

[35]

TardC, DujardinK, BourriezJL, et al.. Attention modulates step initiation postural adjustments in Parkinson freezers. Parkinsonism Relat Disord, 2013, 20(3): 284-289

[36]

WuT, HallettM. A functional MRI study of automatic movements in patients with Parkinson’s disease. Brain, 2005, 128(10): 2250-2259

[37]

SkidmoreF, KorenkevychD, LiuY, et al.. Connectivity brain networks based on wavelet correlation analysis in Parkinson fMRI data. Neurosci Lett, 2011, 499(1): 47-51

[38]

TurnerRS, GraftonST, McIntoshAR, et al.. The functional anatomy of parkinsonian bradykinesia. Neuroimage, 2003, 19(1): 163-179

[39]

BostanAC, DumRP, StrickPL. The basal ganglia communicate with the cerebellum. Proc Natl Acad Sci USA, 2010, 107(18): 8452-8456

[40]

WullnerU, Schmitz-HubschT, AntonyG, et al.. Autonomic dysfunction in 3414 Parkinson’s disease patients enrolled in the German Network on Parkinson’s disease (KNP e.V.): the effect of ageing. Eur J Neurol, 2007, 14(12): 1405-1408

[41]

KimmerlyDS, O’LearyDD, MenonRS, et al.. Cortical regions associated with autonomic cardiovascular regulation during lower body negative pressure in humans. J Physiol, 2005, 569(1): 331-345

[42]

PapapetropoulosS, MashDC. Insular pathology in Parkinson’s disease patients with orthostatic hypotension. Parkinsonism Relat Disord, 2007, 13(5): 308-311

[43]

AugustineJR. Circuitry and functional aspects of the insular lobe in primates including humans. Brain Res Brain Res Rev, 1996, 22(3): 229-244

[44]

ChikamaM, McFarlandNR, AmaralDG, et al.. Insular cortical projections to functional regions of the striatum correlate with cortical cytoarchitectonic organization in the primate. J Neurosci, 1997, 17(24): 9686-9705

[45]

MakE, ZhouJ, TanLC, et al.. Cognitive deficits in mild Parkinson’s disease are associated with distinct areas of grey matter atrophy. J Neurol Neurosurg Psychiatry, 2014, 85(5): 576-580

AI Summary AI Mindmap
PDF

108

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/