Altered modular organization of intrinsic brain functional networks in patients with Parkinson’s disease

被引:0
作者
Qing Ma
Biao Huang
Jinhui Wang
Carol Seger
Wanqun Yang
Changhong Li
Junjing Wang
Jieying Feng
Ling Weng
Wenjie Jiang
Ruiwang Huang
机构
[1] South China Normal University,Center for the Study of Applied Psychology, Key Laboratory of Mental Health and Cognitive Science of Guangdong Province, School of Psychology
[2] Guangdong General Hospital,Department of Radiology, Guangdong Academy of Medical Sciences
[3] Hangzhou Normal University,Center for Cognition and Brain Disorders
[4] Zhejiang Key Laboratory for Research in Assessment of Cognitive Impairments,Department of Psychology and Program in Molecular, Cellular, and Integrative Neurosciences
[5] Colorado State University,undefined
来源
Brain Imaging and Behavior | 2017年 / 11卷
关键词
Modularity; Graph theory; Medial prefrontal cortex (mPFC); Salience network (SN);
D O I
暂无
中图分类号
学科分类号
摘要
Although previous studies reported altered topology of brain functional networks in patients with Parkinson’s disease (PD), the modular organization of brain functional networks in PD patients remains largely unknown. Using the resting-state functional MRI (R-fMRI) and graph theory, we examined the modular organization of brain functional networks in 32 unmedicated patients with early-to-mid motor stage PD and 31 healthy controls. Compared to the controls, the PD patients tended to show decreased integrity and segregation, both within and between modules. This was inferred by significantly increased intra-modular characteristic path length (Lp) within four modules: mPFC, SN, SMN, and FPN, decreased inter-modular functional connectivity (FC) between mPFC and SN, SMN, and VN, and decreased intra-modular clustering in the PD patients. Intra-modular characteristic path length within the mPFC showed significantly positive correlation with general cognitive ability in the PD group. Receiver operating characteristic (ROC) analysis revealed that FC between mPFC and SN had the highest significant accuracy in differentiating the patients from the controls. Our findings may provide new insight in understanding the pathological changes that underlie impairment in cognition and movement in Parkinson’s disease.
引用
收藏
页码:430 / 443
页数:13
相关论文
共 50 条
  • [1] Altered modular organization of intrinsic brain functional networks in patients with Parkinson's disease
    Ma, Qing
    Huang, Biao
    Wang, Jinhui
    Seger, Carol
    Yang, Wanqun
    Li, Changhong
    Wang, Junjing
    Feng, Jieying
    Weng, Ling
    Jiang, Wenjie
    Huang, Ruiwang
    BRAIN IMAGING AND BEHAVIOR, 2017, 11 (02) : 430 - 443
  • [2] Impaired Topographical Organization of Functional Brain Networks in Parkinson's Disease Patients With Freezing of Gait
    Ruan, Xiuhang
    Li, Yuting
    Li, E.
    Xie, Fang
    Zhang, Guoqin
    Luo, Zhenhang
    Du, Yuchen
    Jiang, Xinqing
    Li, Mengyan
    Wei, Xinhua
    FRONTIERS IN AGING NEUROSCIENCE, 2020, 12
  • [3] Functional Brain Networks in Parkinson's Disease
    Akbari, Shirin
    Fatemizadeh, Emad
    Deevband, Mohammad Reza
    2017 24TH NATIONAL AND 2ND INTERNATIONAL IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING (ICBME), 2017, : 56 - 60
  • [4] Intrinsic overlapping modular organization of human brain functional networks revealed by a multiobjective evolutionary algorithm
    Lin, Ying
    Ma, Junji
    Gu, Yue
    Yang, Shen
    Li, Liman Man Wai
    Dai, Zhengjia
    NEUROIMAGE, 2018, 181 : 430 - 445
  • [5] Disrupted topological organization of resting-state functional brain networks in Parkinson's disease patients with glucocerebrosidase gene mutations
    Hou, Yanbing
    Feng, Fei
    Zhang, Lingyu
    Ou, Ruwei
    Lin, Junyu
    Gong, Qiyong
    Shang, Huifang
    NEURORADIOLOGY, 2023, 65 (02) : 361 - 370
  • [6] Functional Brain Networks and Cognitive Deficits in Parkinson's Disease
    Baggio, Hugo-Cesar
    Sala-Llonch, Roser
    Segura, Barbara
    Marti, Maria-Jose
    Valldeoriola, Francesc
    Compta, Yaroslau
    Tolosa, Eduardo
    Junque, Carme
    HUMAN BRAIN MAPPING, 2014, 35 (09) : 4620 - 4634
  • [7] Disrupted topological organization of resting-state functional brain networks in Parkinson’s disease patients with glucocerebrosidase gene mutations
    Yanbing Hou
    Fei Feng
    Lingyu Zhang
    Ruwei Ou
    Junyu Lin
    Qiyong Gong
    Huifang Shang
    Neuroradiology, 2023, 65 : 361 - 370
  • [8] Altered Brain Functional Network in Subtypes of Parkinson's Disease: A Dynamic Perspective
    Zhu, Junlan
    Zeng, Qiaoling
    Shi, Qiao
    Li, Jiao
    Dong, Shuwen
    Lai, Chao
    Cheng, Guanxun
    FRONTIERS IN AGING NEUROSCIENCE, 2021, 13
  • [9] Altered Functional Brain Connectomes between Sporadic and Familial Parkinson's Patients
    Tang, Yan
    Xiao, Xue
    Xie, Hua
    Wan, Chang-min
    Meng, Li
    Liu, Zhen-hua
    Liao, Wei-hua
    Tang, Bei-sha
    Guo, Ji-feng
    FRONTIERS IN NEUROANATOMY, 2017, 11
  • [10] Alterations in intrinsic functional networks in Parkinson's disease patients with depression: A resting-state functional magnetic resonance imaging study
    Qiu, Yi-Hui
    Huang, Zhi-Heng
    Gao, Yu-Yuan
    Feng, Shu-Jun
    Huang, Biao
    Wang, Wan-Yi
    Xu, Qi-Huan
    Zhao, Jie-Hao
    Zhang, Yu-Hu
    Wang, Li-Min
    Nie, Kun
    Wang, Li-Juan
    CNS NEUROSCIENCE & THERAPEUTICS, 2021, 27 (03) : 289 - 298