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与健康对照组相比,大麻使用者海马体灌注不足的鉴别特性:对阿尔茨海默病痴呆症中大麻使用的影响

Discriminative Properties of Hippocampal Hypoperfusion in Marijuana Users Compared to Healthy Controls: Implications for Marijuana Administration in Alzheimer's Dementia.

作者信息

Amen Daniel G, Darmal Borhan, Raji Cyrus A, Bao Weining, Jorandby Lantie, Meysami Somayeh, Raghavendra Cauligi S

机构信息

Amen Clinics Inc. Costa Mesa, CA, USA.

University of California San Francisco, San Francisco, CA, USA.

出版信息

J Alzheimers Dis. 2017;56(1):261-273. doi: 10.3233/JAD-160833.

Abstract

BACKGROUND

Few studies have evaluated the impact of marijuana use on regional cerebral blood flow.

OBJECTIVE

To determine whether perfusion in specific brain regions on functional neuroimaging, including those affected by Alzheimer's disease pathology, are abnormal in marijuana users compared to controls.

METHOD

Persons with a diagnosis of cannabis use disorder by DSM-IV and DSM-V criteria (n = 982) were compared to controls (n = 92) with perfusion neuroimaging with SPECT at rest and at a concentration task. Perfusion estimates were quantified using a standard atlas. Cerebral perfusion differences were calculated using one-way ANOVA. Diagnostic separation was determined with discriminant analysis of all subjects. Feature selection with a minimum redundancy maximum relevancy (mRMR) identified predictive regions in a subset of marijuana users (n = 436) with reduced psychiatric co-morbidities.

RESULTS

Marijuana users showed lower cerebral perfusion on average (p < 0.05). Discriminant analysis distinguished marijuana users from controls with correct classification of 96% and leave one out cross-validation of 92%. With concentration SPECT regions, there was correct classification of 95% with a leave-one-out cross validation of 90%. AUC analysis for concentration SPECT regions showed 95% accuracy, 90% sensitivity, and 83% specificity. The mRMR analysis showed right hippocampal hypoperfusion on concentration SPECT imaging was the most predictive in separating marijuana subjects from controls.

CONCLUSION

Multiple brain regions show low perfusion on SPECT in marijuana users. The most predictive region distinguishing marijuana users from healthy controls, the hippocampus, is a key target of Alzheimer's disease pathology. This study raises the possibility of deleterious brain effects of marijuana use.

摘要

背景

很少有研究评估大麻使用对局部脑血流量的影响。

目的

确定与对照组相比,大麻使用者在功能神经影像学上特定脑区(包括受阿尔茨海默病病理影响的脑区)的灌注是否异常。

方法

将根据《精神疾病诊断与统计手册》第四版(DSM-IV)和第五版(DSM-V)标准诊断为大麻使用障碍的患者(n = 982)与对照组(n = 92)进行比较,对照组在静息状态和执行注意力任务时采用单光子发射计算机断层扫描(SPECT)进行灌注神经成像。使用标准图谱对灌注估计值进行量化。采用单因素方差分析计算脑灌注差异。通过对所有受试者的判别分析确定诊断区分。采用最小冗余最大相关性(mRMR)特征选择方法在合并精神疾病较少的一部分大麻使用者(n = 436)中识别预测区域。

结果

大麻使用者平均脑灌注较低(p < 0.05)。判别分析能够区分大麻使用者和对照组,正确分类率为96%,留一法交叉验证的正确率为92%。对于注意力SPECT区域,正确分类率为95%,留一法交叉验证的正确率为90%。注意力SPECT区域的曲线下面积(AUC)分析显示准确率为95%,灵敏度为90%,特异度为83%。mRMR分析显示,注意力SPECT成像时右侧海马灌注不足在区分大麻使用者和对照组方面最具预测性。

结论

大麻使用者的多个脑区在SPECT上显示灌注不足。区分大麻使用者和健康对照组最具预测性的区域——海马体,是阿尔茨海默病病理的关键靶点。本研究增加了大麻使用对大脑产生有害影响的可能性。

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