Preliminary Findings of Weaker Executive Control Network Resting State fMRI Functional Connectivity in Opioid Use Disorder compared to Healthy Controls.

Kyle Woisard, Joel L Steinberg, Liangsuo Ma, Edward Zuniga, Tatiana Ramey, Michael Lennon, Lori Keyser-Marcus, F Gerard Moeller
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Abstract

Objective: Resting state functional magnetic resonance imaging (fMRI) functional connectivity has been used as a tool to study brain mechanisms associated with addictions. Recent research in substance use disorders has focused on three brain networks termed the default mode network (DMN), salience network (SN), and executive control network (ECN). The purpose of this study was to examine the functional connectivity of those three networks in opioid use disorder (OUD) subjects compared to healthy control subjects (HC).

Methods: The present study investigated functional connectivity differences between OUD subjects compared to HC using independent component analysis. This study also examined the relationship between functional connectivity and negative urgency scores, as well as compared the functional connectivity of severe OUD to mild or moderate OUD.

Results: In OUD subjects (n=25) compared to HC (n=25), a cluster in the left dorsolateral prefrontal cortex within the left ECN had significantly weaker functional connectivity. No significant differences were found between groups for the functional connectivity of the DMN, SN, or right ECN. No significant associations were found between functional connectivity and negative urgency, and no differences were found between severe OUD and mild or moderate OUD.

Conclusion: These novel preliminary results suggest that ECN functional connectivity may differ between OUD and HC. This finding is consistent with previous research showing altered executive function in OUD and supports further examination of ECN functional connectivity in association with treatment response in OUD. Given our relatively small sample size (50 subjects total; 25 subjects per group), our results should be treated as preliminary for hypothesis generation, and replication will be needed in future studies.

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阿片类药物使用障碍患者执行控制网络静息状态fMRI功能连通性较弱的初步发现
目的:静息状态功能磁共振成像(fMRI)功能连接被用作研究成瘾相关脑机制的工具。最近对物质使用障碍的研究主要集中在三个大脑网络上,即默认模式网络(DMN)、突出网络(SN)和执行控制网络(ECN)。本研究的目的是研究阿片类药物使用障碍(OUD)受试者与健康对照组(HC)相比,这三个网络的功能连通性。方法:本研究采用独立成分分析研究了OUD受试者与HC受试者之间功能连接的差异。本研究还检验了功能连通性与负急迫性评分之间的关系,并比较了重度OUD与轻度或中度OUD的功能连通性。结果:在OUD受试者(n=25)中,与HC受试者(n=25)相比,左侧ECN内左侧背外侧前额叶皮层中的一个簇具有明显较弱的功能连通性。各组间DMN、SN或右ECN的功能连通性无显著差异。功能连通性和负性急迫性之间没有发现显著关联,重度OUD和轻度或中度OUD之间没有发现差异。结论:这些新颖的初步结果表明,OUD和HC之间的ECN功能连接可能存在差异。这一发现与先前的研究一致,表明OUD患者的执行功能改变,并支持进一步研究ECN功能连通性与OUD治疗反应的关系。考虑到我们的样本量相对较小(总共50个受试者;每组25名受试者),我们的结果应被视为假设产生的初步结果,并需要在未来的研究中进行复制。
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