可卡因使用者与健康对照组之间的功能连接差异:fMRI 研究

Sravani Varanasi, Tianye Zhai, Hong Gu, Yihong Yang, Fow-Sen Choa
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摘要

物质使用障碍(Substance Use Disorder,SUD)是一种普遍存在的全球性健康危机,其特点是强迫性地使用精神活性物质并造成危害。在这项研究中,我们探讨了由 53 名可卡因使用障碍(CUD)患者和 52 名健康对照(HC)受试者组成的两个年龄和性别匹配组之间的功能连接差异。我们采用了静息态 fMRI 数据,并使用 CONN 工具箱对这些数据进行了预处理,以确保为后续分析提供高质量的数据。CONN 工具箱的默认图谱包含 164 个 ROI,基于 FSL-Harvard Oxford 图谱和自动解剖标记图谱(AAL)。调查扩展到 CONN 工具箱中的一级和二级分析功能,以辨别这两组之间的功能连接模式。在以 CUD 患者和 HCs 对比为中心的组级分析中,我们特别关注了本研究中的兴趣区(ROI)-ROI 连接图。这项研究揭示了一些重要发现:首先,我们观察到,与 CUD 患者相比,HC 受试者在颞上回(STG)和基底节网络(BSL)内的兴趣区域之间表现出明显更强的连通性。其次,HC 组患者在视觉网络感兴趣区域和小脑之间表现出更强的连接性,与 CUD 组患者观察到的较弱连接性形成鲜明对比。最后,CUD 患者的颞下回、颞枕部(toITG)和小脑之间的连通性明显增强,进一步强调了这一人群中功能连通性的中断。了解这些功能连接性差异可为今后针对可卡因使用障碍的干预和诊断方法提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Functional connectivity differences between cocaine users and healthy controls: an fMRI study
Substance Use Disorder (SUD) represents a pervasive global health crisis characterized by the compulsive and detrimental use of psychoactive substances. In this study, we explore the functional connectivity disparities between two age- and sex-matched groups comprising 53 individuals with Cocaine Use Disorder (CUD) and 52 Healthy Control (HC) subjects. We employed resting-state fMRI data, which were preprocessed using the CONN toolbox, ensuring high-quality data for subsequent analysis. The CONN toolbox has a default atlas of 164 ROIs based on the FSL-Harvard Oxford atlas and the automated Anatomical Labeling Atlas (AAL). The investigation extended into first level and second level-analysis features within the CONN toolbox to discern functional connectivity patterns between these two groups. At the group level analysis centered on contrasting CUD patients and HCs, we particularly focused on the Region-of-Interest (ROI)-ROI connectivity maps in this study. This study revealed some key findings: Firstly, we observed that HC subjects exhibited significantly stronger connectivity between the Superior Temporal Gyrus (STG) and regions of interest within the basal ganglia network (BSL), compared to individuals with CUD. Secondly, the HC group demonstrated heightened connectivity between regions of interest belonging to the visual network and the cerebellum, contrasting with the weaker connectivity observed in the CUD group. Lastly, there was a notable increase in connectivity between the Inferior Temporal Gyrus, temporooccipital part (toITG), and the cerebellum in individuals with CUD, further emphasizing the disruption in functional connectivity within this population. Understanding these functional connectivity differences may inform future interventions and diagnostic approaches in the context of cocaine use disorder.
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