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

作者: Daniel G. Amen , Borhan Darmal , Cyrus A. Raji , Weining Bao , Lantie Jorandby

DOI: 10.3233/JAD-160833

关键词:

摘要: BACKGROUND Few studies have evaluated the impact of marijuana use on regional cerebral blood flow. OBJECTIVE To determine whether perfusion in specific brain regions functional neuroimaging, including those affected by Alzheimer's disease pathology, are abnormal users compared to controls. METHOD Persons with a diagnosis cannabis disorder DSM-IV and DSM-V criteria (n = 982) were controls (n = 92) neuroimaging SPECT at rest concentration task. Perfusion estimates quantified using standard atlas. Cerebral differences calculated one-way ANOVA. Diagnostic separation was determined discriminant analysis all subjects. Feature selection minimum redundancy maximum relevancy (mRMR) identified predictive subset (n = 436) reduced psychiatric co-morbidities. RESULTS Marijuana showed lower average (p < 0.05). Discriminant distinguished from correct classification 96% leave one out cross-validation 92%. With regions, there 95% leave-one-out cross validation 90%. AUC for accuracy, 90% sensitivity, 83% specificity. The mRMR right hippocampal hypoperfusion imaging most separating subjects CONCLUSION Multiple show low users. region distinguishing healthy controls, hippocampus, is key target pathology. This study raises possibility deleterious effects use.

参考文章(43)
Nora D. Volkow, Ruben D. Baler, Wilson M. Compton, Susan R.B. Weiss, Adverse Health Effects of Marijuana Use The New England Journal of Medicine. ,vol. 370, pp. 2219- 2227 ,(2014) , 10.1056/NEJMRA1402309
Edward Buddemeyer, Robert E. Henkin, Wei Chang, The sources of overestimation in the quantification by SPECT of uptakes in a myocardial phantom: concise communication. The Journal of Nuclear Medicine. ,vol. 25, pp. 788- 791 ,(1984)
John Mazziotta, Arthur Toga, Alan Evans, Peter Fox, Jack Lancaster, Karl Zilles, Roger Woods, Tomas Paus, Gregory Simpson, Bruce Pike, Colin Holmes, Louis Collins, Paul Thompson, David MacDonald, Marco Iacoboni, Thorsten Schormann, Katrin Amunts, Nicola Palomero-Gallagher, Stefan Geyer, Larry Parsons, Katherine Narr, Noor Kabani, Georges Le Goualher, Dorret Boomsma, Tyrone Cannon, Ryuta Kawashima, Bernard Mazoyer, A probabilistic atlas and reference system for the human brain: International Consortium for Brain Mapping (ICBM) Philosophical Transactions of the Royal Society B. ,vol. 356, pp. 1293- 1322 ,(2001) , 10.1098/RSTB.2001.0915
Murat Yücel, Nadia Solowij, Colleen Respondek, Sarah Whittle, Alex Fornito, Christos Pantelis, Dan I. Lubman, Regional brain abnormalities associated with long-term heavy cannabis use. Archives of General Psychiatry. ,vol. 65, pp. 694- 701 ,(2008) , 10.1001/ARCHPSYC.65.6.694
Jussi Tohka, Alex Zijdenbos, Alan Evans, Fast and robust parameter estimation for statistical partial volume models in brain MRI. NeuroImage. ,vol. 23, pp. 84- 97 ,(2004) , 10.1016/J.NEUROIMAGE.2004.05.007
Valentina Lorenzetti, Nadia Solowij, Sarah Whittle, Alex Fornito, Dan I. Lubman, Christos Pantelis, Murat Yücel, Gross morphological brain changes with chronic, heavy cannabis use. British Journal of Psychiatry. ,vol. 206, pp. 77- 78 ,(2015) , 10.1192/BJP.BP.114.151407
Francesca M. Filbey, Sina Aslan, Vince D. Calhoun, Jeffrey S. Spence, Eswar Damaraju, Arvind Caprihan, Judith Segall, Long-term effects of marijuana use on the brain Proceedings of the National Academy of Sciences of the United States of America. ,vol. 111, pp. 16913- 16918 ,(2014) , 10.1073/PNAS.1415297111
S. Rigucci, T. R. Marques, M. Di Forti, H. Taylor, F. Dell'Acqua, V. Mondelli, S. Bonaccorso, A. Simmons, A. S. David, P. Girardi, C. M. Pariante, R. M. Murray, P. Dazzan, Effect of high-potency cannabis on corpus callosum microstructure. Psychological Medicine. ,vol. 46, pp. 841- 854 ,(2016) , 10.1017/S0033291715002342
Christiane Möller, Yolande A. L. Pijnenburg, Wiesje M. van der Flier, Adriaan Versteeg, Betty Tijms, Jan C. de Munck, Anne Hafkemeijer, Serge A. R. B. Rombouts, Jeroen van der Grond, John van Swieten, Elise Dopper, Philip Scheltens, Frederik Barkhof, Hugo Vrenken, Alle Meije Wink, Alzheimer Disease and Behavioral Variant Frontotemporal Dementia: Automatic Classification Based on Cortical Atrophy for Single-Subject Diagnosis. Radiology. ,vol. 279, pp. 838- 848 ,(2016) , 10.1148/RADIOL.2015150220
Mary M. Heitzeg, Lora M. Cope, Meghan E. Martz, Jillian E. Hardee, Robert A. Zucker, Brain activation to negative stimuli mediates a relationship between adolescent marijuana use and later emotional functioning. Developmental Cognitive Neuroscience. ,vol. 16, pp. 71- 83 ,(2015) , 10.1016/J.DCN.2015.09.003