Aberrant topology of functional networks in chronic methamphetamine-dependent patients
10.3760/cma.j.cn115354-20210708-00427
- VernacularTitle:慢性甲基苯丙胺成瘾患者脑功能网络拓扑特征研究
- Author:
Yafei XU
1
;
Yadi LI
;
Haibo DONG
;
Wenhua ZHOU
;
Wenwen SHEN
;
Huifen LIU
;
Liang LIANG
;
Gaoyan WANG
Author Information
1. 宁波大学附属李惠利医院(宁波市医疗中心李惠利医院)放射科 315100
- Keywords:
Brain functional network;
Graph theory;
Resting-state functional magnetic resonance imaging;
Methamphetamine
- From:
Chinese Journal of Neuromedicine
2021;20(10):1003-1010
- CountryChina
- Language:Chinese
-
Abstract:
Objective:To investigate the topological alterations of brain functional networks in patients with chronic methamphetamine (MA) dependence.Methods:Resting-state functional magnetic resonance imaging was used to map the brain networks of 46 patients with MA-dependence (MA group) and 46 healthy controls (control group). Statistical methods were used to compare the differences of brain functional connection and topological parameters between the two groups, and the correlations between these topological parameters with significant inter-group differences and clinical measurements were analyzed.Results:(1) Brain functional connection: as compared with the control group, the MA group had significantly enhanced functional connectivity in the subnetworks consisting of several brain regions, including the inferior parietal lobule, posterior central gyrus, lateral occipital cortex, ventromedial occipital cortex, orbital gyrus, anterior central gyrus, fusiform gyrus, superior temporal gyrus and thalamus; as compared with the control group, the MA group had significantly attenuated functional connectivity in the subnetworks consisting of several brain regions, the orbit frontal cortex, precentral gyrus, paracenter lobule, inferior temporal gyrus, fusiform gyrus, parahippocampal gyrus, superior parietal lobule, postcentral gyrus, medioventral occipital cortex, lateral occipital cortex and amygdala. (2) Network topology attributes: the brain functional networks in all subjects from the MA group and control group held worldlet; but attribute of worldlet in the MA group was significantly reduced as compared with that in the control group ( P<0.05); moreover, the MA group had significantly decreased clustering coefficient, local efficiency, and modularity as compared with the control group ( P<0.05). In terms of regional topological attributes, such as betweenness centrality, the MA group presented evident reduction in the left superior frontal gyrus, right orbit frontal cortex, right middle temporal gyrus and right/left lateral occipital cortex as compared with the control group with significant differences ( P<0.05). (3)Correlation analysis: the betweenness centrality of right middle temporal gyrus exhibited a positive correlation with the age of patients using MA for the first time ( r=0.327, P=0.028); a positive correlation was found between the modularity and activating factor scores in Brief Psychiatric Rating Scale (BPRS) in MA group ( r=0.315, P=0.035). Conclusions:Part of the global/local topological attributes of the brain functional network of patients with MA addiction are damaged. The younger the patients are when they take MA for the first time, the lower the betweenness centrality of the right middle temporal gyrus; the more the local attributes are damaged; and furthermore, the deeper the network modularity, the severer the active symptoms in the psychotic symptoms.
