Altered integrated and segregated states in cocaine use disorder

被引:0
作者
Zheng, Yi [1 ,2 ]
Yang, Yaqian [2 ,3 ]
Zhen, Yi [1 ,2 ]
Wang, Xin [2 ,3 ,4 ,5 ,6 ]
Liu, Longzhao [2 ,3 ,4 ,5 ,6 ]
Zheng, Hongwei [7 ]
Tang, Shaoting [2 ,3 ,4 ,5 ,6 ,8 ,9 ]
机构
[1] Beihang Univ, Sch Math Sci, Beijing, Peoples R China
[2] Beihang Univ, Key Lab Math Informat & Behav Semant, Beijing, Peoples R China
[3] Beihang Univ, Inst Artificial Intelligence, Beijing, Peoples R China
[4] Zhongguancun Lab, Beijing, Peoples R China
[5] Beihang Univ, Beijing Adv Innovat Ctr Future Blockchain & Privac, Beijing, Peoples R China
[6] Beihang Univ, State Key Lab Complex & Crit Software Environm, Beijing, Peoples R China
[7] Beijing Acad Blockchain & Edge Comp, Beijing, Peoples R China
[8] Beihang Univ, Hangzhou Int Innovat Inst, Hangzhou, Peoples R China
[9] Binzhou Med Univ, Inst Med Artificial Intelligence, Yantai, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
cocaine use disorder; resting-state functional MRI; integration-segregation; dynamic functional connectivity; graph theory; FUNCTIONAL CONNECTIVITY; MOTION CORRECTION; CONTROL NETWORK; BRAIN NETWORKS; ADDICTION; DOPAMINE; ISSUES; REINFORCEMENT; IMPULSIVITY; SENSITIVITY;
D O I
10.3389/fnins.2025.1572463
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Introduction Cocaine use disorder (CUD) is a chronic brain condition that severely impairs cognitive function and behavioral control. The neural mechanisms underlying CUD, particularly its impact on brain integration-segregation dynamics, remain unclear.Methods In this study, we integrate dynamic functional connectivity and graph theory to compare the brain state properties of healthy controls and CUD patients.Results We find that CUD influences both integrated and segregated states, leading to distinct alterations in connectivity patterns and network properties. CUD disrupts connectivity involving the default mode network, frontoparietal network, and subcortical structures. In addition, integrated states show distinct sensorimotor connectivity alterations, while segregated states exhibit significant alterations in frontoparietal-subcortical connectivity. Regional connectivity alterations among both states are significantly associated with MOR and H3 receptor distributions, with integrated states showing more receptor-connectivity couplings. Furthermore, CUD alters the positive-negative correlation balance, increases functional complexity at threshold 0, and reduces mean betweenness centrality and modularity in the critical subnetworks. Segregated states in CUD exhibit lower normalized clustering coefficients and functional complexity at a threshold of 0.3. We also identify network properties in integrated states that are reliably correlated with cocaine consumption patterns.Discussion Our findings reveal temporal effects of CUD on brain integration and segregation, providing novel insights into the dynamic neural mechanisms underlying cocaine addiction.
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页数:15
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