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
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