Ray Suchismita, Gohel Suril, Biswal Bharat B
1 Center of Alcohol Studies, Rutgers University , Piscataway, New Jersey.
2 New Jersey Institute of Technology , Newark, New Jersey.
Brain Connect. 2015 Oct;5(8):476-86. doi: 10.1089/brain.2014.0240. Epub 2015 Aug 6.
Past research involving cocaine and resting-state functional connectivity (RSFC) has shown altered functional connectivity within the frontal and between the frontal and other cortical and subcortical brain regions in chronic users of cocaine. However, there have been discrepancies in literature regarding the relationship between RSFC between brain regions and cocaine use behavior. This study explored the RSFC between brain regions in cocaine smokers abstinent from cocaine use for 72 h and healthy controls. Also, the relationship between RSFC between brain regions and various cocaine use measures (cocaine use duration; frequency, and money spent on cocaine/week) was examined. Twenty chronic cocaine users and 17 controls completed a resting-state scan and an anatomical MPRAGE scan. Group independent component analysis performed on functional magnetic resonance imaging data identified 13 ICs pertaining to distinct resting-state networks, and group-level differences were examined. To examine inter-network functional connectivity between brain regions, these 13 ICs were divided into 61 distinct regions of interest (ROIs). Correlations were calculated between 61 ROI time series. For the ROI pairs that significantly differed from controls in connectivity strength, correlations were computed between connectivity strength and cocaine use measures. Results showed an enhanced RSFC within the sensory motor cortex and the left frontal-parietal network in cocaine users than controls. An increased inter-network RSFC between frontal-temporal and frontal-parietal brain regions, and a decreased RSFC between parietal-parietal, occipital-limbic, occipital-occipital, and occipital-parietal brain regions was found in cocaine users. This study demonstrated that intra-network connectivity strength of sensory motor cortex was negatively correlated with years of cocaine use. Inter-network connectivity strength between occipital-limbic brain regions was positively correlated with years of cocaine use, while connectivity strength within occipital brain regions was negatively related to cocaine use frequency and money spent on cocaine per week in abstinent cocaine users.
过去涉及可卡因与静息态功能连接(RSFC)的研究表明,慢性可卡因使用者的额叶内以及额叶与其他皮质和皮质下脑区之间的功能连接发生了改变。然而,关于脑区之间的RSFC与可卡因使用行为之间的关系,文献中存在差异。本研究探讨了戒断可卡因使用72小时的可卡因吸烟者与健康对照者脑区之间的RSFC。此外,还研究了脑区之间的RSFC与各种可卡因使用指标(可卡因使用持续时间、频率以及每周在可卡因上花费的金钱)之间的关系。20名慢性可卡因使用者和17名对照者完成了静息态扫描和解剖学MPRAGE扫描。对功能磁共振成像数据进行的组独立成分分析识别出了13个与不同静息态网络相关的独立成分(IC),并检查了组间差异。为了检查脑区之间的网络间功能连接,将这13个IC划分为61个不同的感兴趣区域(ROI)。计算了61个ROI时间序列之间的相关性。对于连接强度与对照者有显著差异的ROI对,计算了连接强度与可卡因使用指标之间的相关性。结果显示,与对照者相比,可卡因使用者的感觉运动皮层和左侧额顶叶网络内的RSFC增强。在可卡因使用者中,发现额颞叶和额顶叶脑区之间的网络间RSFC增加,而顶叶 - 顶叶、枕叶 - 边缘叶、枕叶 - 枕叶和枕叶 - 顶叶脑区之间的RSFC降低。本研究表明,感觉运动皮层的网络内连接强度与可卡因使用年限呈负相关。在戒断的可卡因使用者中,枕叶 - 边缘叶脑区之间的网络间连接强度与可卡因使用年限呈正相关,而枕叶脑区内的连接强度与可卡因使用频率以及每周在可卡因上花费的金钱呈负相关。