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

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.

Keywords: Hippocampus; SPECT; imaging; marijuana.

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Aged, 80 and over
  • Analysis of Variance
  • Cerebrovascular Circulation / physiology*
  • Female
  • Hippocampus / diagnostic imaging*
  • Humans
  • Image Processing, Computer-Assisted
  • Male
  • Marijuana Use / epidemiology
  • Marijuana Use / pathology*
  • Middle Aged
  • Perfusion Imaging
  • Psychotic Disorders / diagnostic imaging
  • Psychotic Disorders / epidemiology
  • ROC Curve
  • Retrospective Studies
  • Tomography, Emission-Computed, Single-Photon
  • Young Adult