Characterization of Hemodynamic Alteration in Parkinson's Disease and Effect on Resting-State Connectivity

被引:3
作者
Zhang, Da [1 ]
Fu, Qianyi [4 ]
Xue, Chen [1 ]
Xiao, Chaoyong [1 ,2 ]
Sun, Yu [4 ,5 ]
Liu, Weiguo [3 ,7 ]
Hu, Xiao [1 ,2 ,6 ]
机构
[1] Nanjing Med Univ, Dept Radiol, Affiliated Brain Hosp, Nanjing, Jiangsu, Peoples R China
[2] Nanjing Med Univ, Inst Brain Funct Imaging, Nanjing, Jiangsu, Peoples R China
[3] Nanjing Med Univ, Dept Neurol, Affiliated Brain Hosp, Nanjing, Jiangsu, Peoples R China
[4] Southeast Univ, Sch Biol Sci & Med Engn, Int Lab Childrens Med Imaging Res, Nanjing, Jiangsu, Peoples R China
[5] Southeast Univ, Res Ctr Univ Birmingham & Southeast Univ, Nanjing, Jiangsu, Peoples R China
[6] Nanjing Med Univ, Affiliated Brain Hosp, Dept Radiol, 264 Guangzhou Rd, Nanjing, Jiangsu, Peoples R China
[7] Nanjing Med Univ, Dept Neurol, Affiliated Brain Hosp, 264 Guangzhou Rd, Nanjing, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Allen Human Brain Atlas; deconvolution; hemodynamic response function (HRF); Parkinson's disease; resting state fMRI; DECONVOLUTION; DYSFUNCTION;
D O I
10.1016/j.neuroscience.2023.01.001
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Functional magnetic resonance imaging (fMRI) is a convolution of latent neural activity and the hemodynamic response function (HRF). According to prior studies, the neurodegenerative process in idiopathic Parkinson's Disease (PD) interacts significantly with neuromuscular abnormalities. Although these underlying neuromuscular changes might influence the temporal characteristics of HRF and fMRI signals, relatively few studies have explored this possibility. We hypothesized that such alterations would engender changes in estimated functional connectivity (FC) in fMRI space compared to latent neural space. To test these theories, we calculated voxel-level HRFs by deconvolving resting-state fMRI data from PD patients (n = 61) and healthy controls (HC) (n = 47). Significant group differences in HRF (P < 0.05, Gaussian random field-corrected) were observed in several regions previously associated with PD. Subsequently, we focused on putamen-seed-based FC differences between the PD and HC groups using fMRI and latent neural signals. The results suggested that neglecting HRF variability may cultivate false-positive and false-negative FC group differences. Furthermore, HRF was related to dopamine receptor type 2 (DRD2) gene expression (P < 0.001, t = -7.06, false discover ratecorrected). Taken together, these findings reveal HRF variation and its possible underlying molecular mechanism in PD, and suggest that deconvolution could reduce the impact of HRF variation on FC group differences. (c) 2023 IBRO. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:233 / 241
页数:9
相关论文
共 50 条
  • [1] Characterization of Hemodynamic Alterations in Schizophrenia and Bipolar Disorder and Their Effect on Resting-State fMRI Functional Connectivity
    Yan, Wenjing
    Palaniyappan, Lena
    Liddle, Peter F.
    Rangaprakash, D.
    Wei, Wei
    Deshpande, Gopikrishna
    SCHIZOPHRENIA BULLETIN, 2022, 48 (03) : 695 - 711
  • [2] Resting-state brain connectivity in patients with Parkinson's disease and freezing of gait
    Tessitore, Alessandro
    Amboni, Marianna
    Esposito, Fabrizio
    Russo, Antonio
    Picillo, Marina
    Marcuccio, Laura
    Pellecchia, Maria Teresa
    Vitale, Carmine
    Cirillo, Mario
    Tedeschi, Gioacchino
    Barone, Paolo
    PARKINSONISM & RELATED DISORDERS, 2012, 18 (06) : 781 - 787
  • [3] Resting-State Functional Connectivity Mediating for Phonation by the Thalamus in Parkinson's Disease
    Kim, Sun Woo
    Park, Yeong-Hun
    COMMUNICATION SCIENCES AND DISORDERS-CSD, 2020, 25 (02): : 470 - 479
  • [4] Cognitive Impairment and Resting-State Network Connectivity in Parkinson's Disease
    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
  • [5] Alteration in the Local and Global Functional Connectivity of Resting State Networks in Parkinson's Disease
    Ghahremani, Maryam
    Yoo, Jaejun
    Chung, Sun Ju
    Yoo, Kwangsun
    Ye, Jong C.
    Jeong, Yong
    JOURNAL OF MOVEMENT DISORDERS, 2018, 11 (01) : 13 - 23
  • [6] Resting-state functional connectivity is modulated by cognitive reserve in early Parkinson's disease
    Di Tella, Sonia
    De Marco, Matteo
    Baglio, Francesca
    Silveri, Maria Caterina
    Venneri, Annalena
    FRONTIERS IN PSYCHOLOGY, 2023, 14
  • [7] Abnormal Resting-State Neural Activity and Connectivity of Fatigue in Parkinson's Disease
    Zhang, Jie-Jin
    Ding, Jian
    Li, Jun-Yi
    Wang, Min
    Yuan, Yong-Sheng
    Zhang, Li
    Jiang, Si-Ming
    Wang, Xi-Xi
    Zhu, Lin
    Zhang, Ke-Zhong
    CNS NEUROSCIENCE & THERAPEUTICS, 2017, 23 (03) : 241 - 247
  • [8] Altered resting-state functional connectivity of the dentate nucleus in Parkinson's disease
    Liu, Hu
    Edmiston, E. Kale
    Fan, Guoguang
    Xu, Ke
    Zhao, Bin
    Shang, Xiuli
    Wang, Fei
    PSYCHIATRY RESEARCH-NEUROIMAGING, 2013, 211 (01) : 64 - 71
  • [10] Resting-state functional connectivity of dentate nucleus is associated with tremor in Parkinson's disease
    Ma, Huizi
    Chen, Huimin
    Fang, Jinping
    Gao, Liyan
    Ma, Lingyan
    Wu, Tao
    Hou, Yanan
    Zhang, Jiarong
    Feng, Tao
    JOURNAL OF NEUROLOGY, 2015, 262 (10) : 2247 - 2256