TY - JOUR
T1 - Treatment Enhances Betweenness Centrality of Fronto-Parietal Network in Parkinson’s Patients
AU - Liu, Qing
AU - Shi, Zhong Yan
AU - Wang, Kexin
AU - Liu, Tiantian
AU - Funahashi, Shintaro
AU - Wu, Jinglong
AU - Zhang, Jian
N1 - Publisher Copyright:
Copyright © 2022 Liu, Shi, Wang, Liu, Funahashi, Wu and Zhang.
PY - 2022/5/26
Y1 - 2022/5/26
N2 - Previous studies have demonstrated a close relationship between early Parkinson’s disease and functional network abnormalities. However, the pattern of brain changes in the early stages of Parkinson’s disease has not been confirmed, which has important implications for the study of clinical indicators of Parkinson’s disease. Therefore, we investigated the functional connectivity before and after treatment in patients with early Parkinson’s disease, and further investigated the relationship between some topological properties and clinicopathological indicators. We included resting state-fMRI (rs-fMRI) data from 27 patients with early Parkinson’s disease aged 50–75 years from the Parkinson’s Disease Progression Markers Initiative (PPMI). The results showed that the functional connectivity of 6 networks, cerebellum network (CBN), cingulo_opercular network (CON), default network (DMN), fronto-parietal network (FPN), occipital network (OCC), and sensorimotor network (SMN), was significantly changed. Compared to before treatment, the main functional connections were concentrated in the CBN after treatment. In addition, the coefficients of these nodes have also changed. For betweenness centrality (BC), the FPN showed a significant improvement in treatment (p < 0.001). In conclusion, the alteration of functional networks in early Parkinson’s patients is critical for clarifying the mechanisms of early diagnosis of the disease.
AB - Previous studies have demonstrated a close relationship between early Parkinson’s disease and functional network abnormalities. However, the pattern of brain changes in the early stages of Parkinson’s disease has not been confirmed, which has important implications for the study of clinical indicators of Parkinson’s disease. Therefore, we investigated the functional connectivity before and after treatment in patients with early Parkinson’s disease, and further investigated the relationship between some topological properties and clinicopathological indicators. We included resting state-fMRI (rs-fMRI) data from 27 patients with early Parkinson’s disease aged 50–75 years from the Parkinson’s Disease Progression Markers Initiative (PPMI). The results showed that the functional connectivity of 6 networks, cerebellum network (CBN), cingulo_opercular network (CON), default network (DMN), fronto-parietal network (FPN), occipital network (OCC), and sensorimotor network (SMN), was significantly changed. Compared to before treatment, the main functional connections were concentrated in the CBN after treatment. In addition, the coefficients of these nodes have also changed. For betweenness centrality (BC), the FPN showed a significant improvement in treatment (p < 0.001). In conclusion, the alteration of functional networks in early Parkinson’s patients is critical for clarifying the mechanisms of early diagnosis of the disease.
KW - Parkinson’s disease
KW - fronto_parietal network
KW - functional connectivity
KW - graph theory
KW - resting state-fMRI
UR - http://www.scopus.com/inward/record.url?scp=85133267253&partnerID=8YFLogxK
U2 - 10.3389/fncom.2022.891384
DO - 10.3389/fncom.2022.891384
M3 - Article
AN - SCOPUS:85133267253
SN - 1662-5188
VL - 16
JO - Frontiers in Computational Neuroscience
JF - Frontiers in Computational Neuroscience
M1 - 891384
ER -