Alteration of basal ganglia and right frontoparietal network in early drug-naive Parkinson's disease during heat pain stimuli and resting state

被引:22
作者
Tan, Ying [1 ,2 ]
Tan, Juan [3 ]
Deng, Jiayan [1 ]
Cui, Wenjuan [3 ]
He, Hui [1 ]
Yang, Fei [3 ]
Deng, Hongjie [3 ]
Xiao, Ruhui [3 ]
Huang, Zhengkuan [3 ]
Zhang, Xingxing [1 ]
Tan, Rui [4 ]
Shen, Xiaotao [2 ]
Liu, Tao [2 ]
Wang, Xiaoming [3 ]
Yao, Dezhong [1 ]
Luo, Cheng [1 ]
机构
[1] Univ Elect Sci & Technol China, High Field Magnet Resonance Brain Imaging Key Lab, Ctr Informat Med, Key Lab NeuroInformat,Minist Educ, Chengdu 611731, Peoples R China
[2] Southwest Univ Nationalities, Sch Comp Sci & Technol, Chengdu, Peoples R China
[3] North Sichuan Med Coll, Dept Neurol, Affiliated Hosp North Sichuan Med Coll, Nanchong, Peoples R China
[4] Southwest Jiaotong Univ, Sch Life & Sci Engn, Chengdu, Peoples R China
来源
FRONTIERS IN HUMAN NEUROSCIENCE | 2015年 / 9卷
关键词
Parkinson's disease; fMRI; functional connectivity; functional network connectivity; basal ganglia network; right frontoparietal network; FUNCTIONAL CONNECTIVITY; NONMOTOR SYMPTOMS; SALIENCE NETWORK; BIOMARKERS; PATHOPHYSIOLOGY; MODELS; FMRI;
D O I
10.3389/fnhum.2015.00467
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Background: The symptoms and pathogenesis of Parkinson's disease (PD) are complicated and an accurate diagnosis of PD is difficult, particularly in early-stage. Because functional magnetic resonance imaging (fMRI) is non-invasive and is characterized by the integration of different brain areas in terms of functional connectivity (FC), fMRI has been widely used in PD research. Non-motor symptom (NMS) features are also frequently present in PD before the onset of classical motor symptoms with pain as the primary NMS. Considering that PD could affect the pain process at multiple levels, we hypothesized that pain is one of the earliest symptoms in PD and investigated whether FC of the pain network was disrupted in PD without pain. To better understand the pathogenesis of pain in PD, we combined resting state and pain-stimuli-induced task state fMRI to identify alterations in FC related to pain in PD. Methods: Fourteen early drug-naive PD without pain and 17 age- and sex-matched healthy controls (HC) participated in our testing task. We used independent component analysis to select seven functional networks related to PD and pain. We focused on abnormalities in FC and in functional network connectivity (FNC) in PD compared with HC during the task (51 degrees C heat pain stimuli) and at rest. Results: Compared with HC, PD showed decreased FC in putamen within basal ganglia network (BGN) in task state and decreased FC in putamen of salience network (SN) and mid-cingulate cortex of sensorimotor network in rest state. FNC between the BGN and the SN are reduced during both states in PD compared with HC. In addition, right frontoparietal network (RFPN), which is considered as a bridge between the SN and default-mode network, was significantly disturbed during the task. Conclusion: These findings suggest that BGN plays a role in the pathological mechanisms of pain underlying PD, and RFPN likely contributes greatly to harmonization between intrinsic brain activity and external stimuli.
引用
收藏
页数:9
相关论文
共 49 条
[1]   Functional Network Connectivity During Rest and Task Conditions: A Comparative Study [J].
Arbabshirani, Mohammad R. ;
Havlicek, Martin ;
Kiehl, Kent A. ;
Pearlson, Godfrey D. ;
Calhoun, Vince D. .
HUMAN BRAIN MAPPING, 2013, 34 (11) :2959-2971
[2]   Cognitive Impairment and Resting-State Network Connectivity in Parkinson's Disease [J].
Baggio, Hugo-Cesar ;
Segura, Barbara ;
Sala-Llonch, Roser ;
Marti, Maria-Jose ;
Valldeoriola, Francesc ;
Compta, Yaroslau ;
Tolosa, Eduardo ;
Junque, Carme .
HUMAN BRAIN MAPPING, 2015, 36 (01) :199-212
[3]   AN INFORMATION MAXIMIZATION APPROACH TO BLIND SEPARATION AND BLIND DECONVOLUTION [J].
BELL, AJ ;
SEJNOWSKI, TJ .
NEURAL COMPUTATION, 1995, 7 (06) :1129-1159
[4]   Imaging biomarkers in Parkinson's disease [J].
Brooks, David J. ;
Pavese, Nicola .
PROGRESS IN NEUROBIOLOGY, 2011, 95 (04) :614-628
[5]   fMRI of thermal pain: Effects of stimulus laterality and attention [J].
Brooks, JCW ;
Nurmikko, TJ ;
Bimson, WE ;
Singh, KD ;
Roberts, N .
NEUROIMAGE, 2002, 15 (02) :293-301
[6]   A method for making group inferences from functional MRI data using independent component analysis [J].
Calhoun, VD ;
Adali, T ;
Pearlson, GD ;
Pekar, JJ .
HUMAN BRAIN MAPPING, 2001, 14 (03) :140-151
[7]   Causal interactions between fronto-parietal central executive and default-mode networks in humans [J].
Chen, Ashley C. ;
Oathes, Desmond J. ;
Chang, Catie ;
Bradley, Travis ;
Zhou, Zheng-Wei ;
Williams, Leanne M. ;
Glover, Gary H. ;
Deisseroth, Karl ;
Etkin, Amit .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (49) :19944-19949
[8]   Pathophysiology of somatosensory abnormalities in Parkinson disease [J].
Conte, Antonella ;
Khan, Nashaba ;
Defazio, Giovanni ;
Rothwell, John C. ;
Berardelli, Alfredo .
NATURE REVIEWS NEUROLOGY, 2013, 9 (12) :687-697
[9]   Pain in Parkinson disease: A review of the literature [Universally Available] [J].
Fil, Ayla ;
Cano-de-la-Cuerda, Roberto ;
Munoz-Hellin, Elena ;
Vela, Lidia ;
Ramiro-Gonzalez, Maria ;
Fernandez-de-las-Penas, Cesar .
PARKINSONISM & RELATED DISORDERS, 2013, 19 (03) :285-294
[10]   Modalities, Modes, and Models in Functional Neuroimaging [J].
Friston, Karl J. .
SCIENCE, 2009, 326 (5951) :399-403