Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, 730000, China; State Key Laboratory of Digital Medical Engineering, School of Instrument Science and Engineering, Southeast University, Nanjing, 210096, China.
Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, 730000, China.
J Psychiatr Res. 2024 Aug;176:218-231. doi: 10.1016/j.jpsychires.2024.06.012. Epub 2024 Jun 11.
Cocaine use is a major public health problem with serious negative consequences at both the individual and societal levels. Cocaine use disorder (CUD) is associated with cognitive and emotional impairments, often manifesting as alterations in brain functional connectivity (FC). This study employed resting-state functional magnetic resonance imaging (rs-fMRI) to examine dynamic FC in 38 male participants with CUD and 31 matched healthy controls. Using group spatial independent component analysis (group ICA) combined with sliding window approach, we identified two recurring distinct connectivity states: the strongly-connected state (state 1) and weakly-connected state (state 2). CUD patients exhibited significant increased mean dwell and fraction time in state 1, and increased transitions from state 2 to state 1, demonstrated significant strongly-connected state tendency. Our analysis revealed abnormal FC patterns that are state-dependent and state-shared in CUD patients. This study observed hyperconnectivity within the default mode network (DMN) and between DMN and other networks, which varied depending on the state. Furthermore, after adjustment for multiple comparisons, we found significant correlations between these altered dynamic FCs and clinical measures of impulsivity and borderline personality disorder. The disrupted FC and repetitive effects of precuneus and angular gyrus across correlations suggested that they might be the important hub of neural circuits related behaviorally and mentally in CUD. In summary, our study highlighted the potential of these disrupted FC as neuroimaging biomarkers and therapeutic targets, and provided new insights into the understanding of the neurophysiologic mechanisms of CUD.
可卡因使用是一个严重的公共卫生问题,对个人和社会层面都有严重的负面影响。可卡因使用障碍(CUD)与认知和情感障碍有关,常表现为大脑功能连接(FC)的改变。本研究采用静息态功能磁共振成像(rs-fMRI)技术,对 38 名男性可卡因使用障碍患者和 31 名匹配的健康对照者的动态 FC 进行了研究。使用组空间独立成分分析(group ICA)结合滑动窗口方法,我们确定了两种反复出现的不同连接状态:强连接状态(state 1)和弱连接状态(state 2)。CUD 患者表现出明显的平均停留时间和 state 1 中分数时间增加,以及从 state 2 到 state 1 的过渡增加,表现出明显的强连接状态倾向。我们的分析揭示了 CUD 患者中存在与状态相关和共享的异常 FC 模式。本研究观察到默认模式网络(DMN)内以及 DMN 与其他网络之间的连接过度,这些连接过度的模式随状态而变化。此外,在进行多重比较调整后,我们发现这些改变的动态 FC 与冲动和边缘型人格障碍的临床测量指标之间存在显著相关性。在相关性中,扣带回和角回的 FC 破坏和重复性效应表明,它们可能是与 CUD 相关的行为和心理神经回路的重要枢纽。总之,我们的研究强调了这些破坏的 FC 作为神经影像学生物标志物和治疗靶点的潜力,并为理解 CUD 的神经生理机制提供了新的见解。