Linking Affective Symptoms and Brain Morphology in Cocaine Use Disorder: An Integrated Network Approach.

IF 1.8 3区 医学 Q2 PSYCHIATRY
Diego Angeles-Valdez, Said Jiménez, Marie-José van Tol, Eduardo A Garza-Villarreal
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Abstract

Introduction: Cocaine use disorder (CUD) often co-occurs with depressive and anxiety symptoms, suggesting shared neurobiological bases. This study aimed to understand the relationship between these heterogeneous individual symptoms and structural brain characteristics in CUD using an integrated network approach.

Method: Data from 116 individuals (17 women) with CUD (SUDMEX project) were analyzed. We used item-level depression and anxiety scores from the SCL-90-R, along with measures of cortical thickness (insula, inferior/middle frontal gyrus, anterior cingulate cortex) and hippocampal volume. Four brain-behavior integrated networks were estimated: (1) brain regions with depressive symptoms, (2) brain regions with anxiety symptoms, (3) brain regions with global depression scores, and (4) brain regions with global anxiety scores.

Results: The symptom-level networks revealed specific associations. The insula was a central finding, showing negative associations in the depression network with Crying (partial r = -0.078) and Self-blame (partial r = -0.024), and in the anxiety network with Being/Feeling Scared (partial r = -0.058). Furthermore, insular thickness was negatively associated with the global depression score (partial r = -0.068). These associations were not moderated by duration of cocaine use.

Conclusion: The findings identify the insula as a potential neural hub linking affective symptoms with brain morphology in CUD. This integrated approach offers a more nuanced understanding of the complex relationships between psychiatric symptoms and brain structure in CUD.

可卡因使用障碍的情感症状与脑形态的联系:一种综合网络方法。
背景:可卡因使用障碍(CUD)常与抑郁和焦虑症状共同发生,提示有共同的神经生物学基础。本研究旨在利用综合网络方法了解这些异质个体症状与CUD大脑结构特征之间的关系。方法:对116例(17例女性)CUD患者(SUDMEX项目)资料进行分析。我们使用了SCL-90-R的项目级抑郁和焦虑评分,以及皮质厚度(脑岛、额下回/中回、前扣带皮层)和海马体积的测量。评估了四个脑行为整合网络:(1)抑郁症状脑区,(2)焦虑症状脑区,(3)整体抑郁评分脑区,(4)整体焦虑评分脑区。结果:症状水平的网络揭示了特定的关联。脑岛是一个中心发现,在抑郁网络中与哭泣(偏r = -0.078)和自责(偏r = -0.024)呈负相关,在焦虑网络中与存在/感到害怕(偏r = -0.058)呈负相关。此外,岛岛厚度与整体抑郁评分呈负相关(部分r = -0.068)。这些关联不受可卡因使用时间长短的影响。结论:研究结果表明,在CUD中,脑岛是连接情感症状与大脑形态的潜在神经中枢。这种综合方法为CUD患者的精神症状和大脑结构之间的复杂关系提供了更细致的理解。
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来源期刊
European Addiction Research
European Addiction Research SUBSTANCE ABUSE-PSYCHIATRY
CiteScore
6.80
自引率
5.10%
发文量
32
审稿时长
>12 weeks
期刊介绍: ''European Addiction Research'' is a unique international scientific journal for the rapid publication of innovative research covering all aspects of addiction and related disorders. Representing an interdisciplinary forum for the exchange of recent data and expert opinion, it reflects the importance of a comprehensive approach to resolve the problems of substance abuse and addiction in Europe. Coverage ranges from clinical and research advances in the fields of psychiatry, biology, pharmacology and epidemiology to social, and legal implications of policy decisions. The goal is to facilitate open discussion among those interested in the scientific and clinical aspects of prevention, diagnosis and therapy as well as dealing with legal issues. An excellent range of original papers makes ‘European Addiction Research’ the forum of choice for all.
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