Connectivity networks in gambling disorder: a resting-state fMRI study

被引:7
|
作者
van Timmeren, Tim [1 ,2 ]
Zhutovsky, Paul [1 ]
van Holst, Ruth J. [1 ,2 ,3 ]
Goudriaan, Anna E. [1 ,2 ,4 ]
机构
[1] Univ Amsterdam, Acad Med Ctr, Dept Psychiat, Amsterdam, Netherlands
[2] AIAR, Amsterdam, Netherlands
[3] Radboud Univ Nijmegen, Donders Inst Cognit Brain & Behav, Nijmegen, Netherlands
[4] Arkin, Amsterdam, Netherlands
关键词
Pathological gambling; disordered gambling; ICA; functional connectivity; addiction; neuroimaging; neurobiology; INTRINSIC FUNCTIONAL CONNECTIVITY; INDEPENDENT COMPONENT ANALYSIS; COGNITIVE DISTORTIONS; MOTION ARTIFACT; CONFOUND REGRESSION; INSULAR CORTEX; BRAIN ACTIVITY; ICA-AROMA; ROBUST; IMAGES;
D O I
10.1080/14459795.2018.1449884
中图分类号
R194 [卫生标准、卫生检查、医药管理];
学科分类号
摘要
Gambling disorder (GD) is characterized by an inability to stop or control gambling behaviour and is often accompanied by gambling-related cognitive distortions. Task-based functional Magnetic Resonance Imaging (fMRI) studies have revealed abnormal responses within the prefrontal and insular cortex, and mesolimbic reward regions. Studies examining resting-state functional connectivity in GD, although limited in number, have so far applied seed-based analysis approaches which revealed altered brain functioning. Here, we applied data-driven Independent Components Analysis to resting-state multi-echo fMRI data. Networks of interest were selected by spatially correlating them to independently derived network templates. Using dual regression, we compared connectivity strength between 20 GD patients and 20 healthy controls within 4 well-known networks (the ventral attention, limbic, frontoparietal control, and default mode network) and an additional basal ganglia component. Compared to controls, GD patients showed increased integration of the right middle insula within the ventral attention network, an area suggested to play an important role in addiction-related drive. Moreover, our findings indicate that gambling-related cognitive distortions - a hallmark of GD - were positively related to stronger integration of the amygdala, medial prefrontal cortex and insula within various resting-state networks.
引用
收藏
页码:242 / 258
页数:17
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