Gray matter abnormalities in cocaine versus methamphetamine-dependent patients: a neuroimaging meta-analysis

Abstract Background: Voxel-based morphometry has been used to explore gray matter alterations in cocaine and methamphetamine dependence. However, the results of this research are inconsistent. Objectives: The current study meta-analytically examined neuroimaging findings of all studies published before 2014 using the Anisotropic Effect-Size Signed Differential Mapping (ES-SDM). Methods: Independent investigators searched four major databases for relevant neuroimaging studies involving cocaine and methamphetamine dependence. Nine cocaine and four methamphetamine studies met inclusion criteria. Results: Results indicated that cocaine- and methamphetamine-dependent patients share overlapping regional gray matter abnormalities compared to healthy controls. However, subgroup analysis showed some regional differences; with methamphetamine showing more prominent reductions in the left superior temporal gyrus and the right inferior parietal lobe. Reductions in the right insula and the left superior frontal gyrus were more prominent in cocaine dependence. Moderator analyses indicated that with longer use, cocaine is associated with reductions in the right hippocampus, right middle temporal gyrus, and right inferior frontal gyrus, while methamphetamine is associated with reductions in the left precentral gyrus and the right supramarginal gyrus. Conclusion: These findings indicate that cocaine and methamphetamine dependence are significantly and differentially associated with gray matter abnormalities. Results also point to possible gray matter recovery after abstinence from methamphetamine. Although the sample size was adequate, these findings should be considered preliminary and analyses should be revisited with additional primary research focusing on long or short-term duration of use, as well as the length of abstinence.

[1]  S. Lui,et al.  Anatomical deficits in adult posttraumatic stress disorder: A meta-analysis of voxel-based morphometry studies , 2014, Behavioural Brain Research.

[2]  M. Paulus,et al.  Altered risk-related processing in substance users: imbalance of pain and gain. , 2013, Drug and alcohol dependence.

[3]  Guy B. Williams,et al.  Meta-analysis of structural brain abnormalities associated with stimulant drug dependence and neuroimaging of addiction vulnerability and resilience , 2013, Current Opinion in Neurobiology.

[4]  J. Raduà,et al.  Localized grey matter atrophy in multiple sclerosis: A meta-analysis of voxel-based morphometry studies and associations with functional disability , 2013, Neuroscience & Biobehavioral Reviews.

[5]  M. Paulus,et al.  Are there volumetric brain differences associated with the use of cocaine and amphetamine-type stimulants? , 2013, Neuroscience & Biobehavioral Reviews.

[6]  R. Sinha,et al.  Sex differences in decreased limbic and cortical grey matter volume in cocaine dependence: a voxel‐based morphometric study , 2013, Addiction biology.

[7]  J Radua,et al.  A new meta-analytic method for neuroimaging studies that combines reported peak coordinates and statistical parametric maps , 2012, European Psychiatry.

[8]  R. Kydd,et al.  Striatal Volume Increases in Active Methamphetamine-Dependent Individuals and Correlation with Cognitive Performance , 2012, Brain sciences.

[9]  J. O’Neill,et al.  Gray-matter volume in methamphetamine dependence: cigarette smoking and changes with abstinence from methamphetamine. , 2012, Drug and alcohol dependence.

[10]  Andrés Catena,et al.  Trait impulsivity and prefrontal gray matter reductions in cocaine dependent individuals. , 2012, Drug and alcohol dependence.

[11]  Katiuscia Sacco,et al.  Meta-analytic clustering of the insular cortex Characterizing the meta-analytic connectivity of the insula when involved in active tasks , 2012, NeuroImage.

[12]  P. Carvey,et al.  The Effects of Psychostimulant Drugs on Blood Brain Barrier Function and Neuroinflammation , 2012, Front. Pharmacol..

[13]  A. Venneri,et al.  Reduced grey matter in the posterior insula as a structural vulnerability or diathesis to addiction , 2012, Brain Research Bulletin.

[14]  C. Keysers,et al.  Probabilistic tractography recovers a rostrocaudal trajectory of connectivity variability in the human insular cortex , 2011, Human brain mapping.

[15]  Mark S. Bolding,et al.  Smaller Regional Gray Matter Volume in Homeless African American Cocaine-Dependent Men: A Preliminary Report , 2011, The open neuroimaging journal.

[16]  Colleen A. Hanlon,et al.  Elevated gray and white matter densities in cocaine abstainers compared to current users , 2011, Psychopharmacology.

[17]  Alfonso Barrós-Loscertales,et al.  Reduced striatal volume in cocaine-dependent patients , 2011, NeuroImage.

[18]  F. Happé,et al.  Meta-analysis of gray matter abnormalities in autism spectrum disorder: should Asperger disorder be subsumed under a broader umbrella of autistic spectrum disorder? , 2011, Archives of general psychiatry.

[19]  D. Ciccarone Stimulant abuse: pharmacology, cocaine, methamphetamine, treatment, attempts at pharmacotherapy. , 2011, Primary care.

[20]  Frank Telang,et al.  Gene x disease interaction on orbitofrontal gray matter in cocaine addiction. , 2011, Archives of general psychiatry.

[21]  Guozhi Tao,et al.  Effect of cocaine on structural changes in brain: MRI volumetry using tensor-based morphometry. , 2010, Drug and alcohol dependence.

[22]  A. Bechara,et al.  The insula and drug addiction: an interoceptive view of pleasure, urges, and decision-making , 2010, Brain Structure and Function.

[23]  Daniel L. Schwartz,et al.  Global and local morphometric differences in recently abstinent methamphetamine-dependent individuals , 2010, NeuroImage.

[24]  J. Raduà,et al.  Voxel-wise meta-analysis of grey matter changes in obsessive-compulsive disorder. , 2009, The British journal of psychiatry : the journal of mental science.

[25]  K. Davis,et al.  Two systems of resting state connectivity between the insula and cingulate cortex , 2009, Human brain mapping.

[26]  Rita Z. Goldstein,et al.  The Neuropsychology of Cocaine Addiction: Recent Cocaine Use Masks Impairment , 2009, Neuropsychopharmacology.

[27]  M. Banich,et al.  Medial Orbitofrontal Cortex Gray Matter Is Reduced in Abstinent Substance-Dependent Individuals , 2009, Biological Psychiatry.

[28]  J. Henry,et al.  Social-cognitive difficulties in former users of methamphetamine. , 2009, The British journal of clinical psychology.

[29]  Nora D. Volkow,et al.  Fast uptake and long-lasting binding of methamphetamine in the human brain: Comparison with cocaine , 2008, NeuroImage.

[30]  Gal Meiri,et al.  Cortical activation during delay discounting in abstinent methamphetamine dependent individuals , 2008, Psychopharmacology.

[31]  Suzanne T. Witt,et al.  Functional neuroimaging correlates of finger-tapping task variations: An ALE meta-analysis , 2008, NeuroImage.

[32]  Leslie G. Ungerleider,et al.  The neural systems that mediate human perceptual decision making , 2008, Nature Reviews Neuroscience.

[33]  I. Grant,et al.  Neurocognitive Effects of Methamphetamine: A Critical Review and Meta-analysis , 2007, Neuropsychology Review.

[34]  George Ainslie,et al.  Frontoparietal cortical activity of methamphetamine‐dependent and comparison subjects performing a delay discounting task , 2007, Human brain mapping.

[35]  Deborah A Yurgelun-Todd,et al.  Cerebellar Gray Matter Volume Correlates with Duration of Cocaine Use in Cocaine-Dependent Subjects , 2007, Neuropsychopharmacology.

[36]  I. Olkin,et al.  The case of the misleading funnel plot , 2006, BMJ : British Medical Journal.

[37]  K. Ikeda,et al.  Differential Effects of Donepezil on Methamphetamine and Cocaine Dependencies , 2006, Annals of the New York Academy of Sciences.

[38]  P. Renshaw,et al.  Prefrontal grey-matter changes in short-term and long-term abstinent methamphetamine abusers. , 2005, The international journal of neuropsychopharmacology.

[39]  Christine Fennema-Notestine,et al.  Effects of methamphetamine dependence and HIV infection on cerebral morphology. , 2005, The American journal of psychiatry.

[40]  Linda Chang,et al.  Enlarged striatum in abstinent methamphetamine abusers: A possible compensatory response , 2005, Biological Psychiatry.

[41]  V. Calhoun,et al.  Voxel-based morphometry versus region of interest: a comparison of two methods for analyzing gray matter differences in schizophrenia , 2005, Schizophrenia Research.

[42]  Martin P. Paulus,et al.  Superior temporal gyrus and insula provide response and outcome-dependent information during assessment and action selection in a decision-making situation , 2005, NeuroImage.

[43]  Konstantine K Zakzanis,et al.  Neurocognitive Deficits in Cocaine Users: A Quantitative Review of the Evidence , 2005, Journal of clinical and experimental neuropsychology.

[44]  S. Mangiavacchi,et al.  Psychomotor stimulants and neuronal plasticity , 2004, Neuropharmacology.

[45]  Paul M. Thompson,et al.  Structural Abnormalities in the Brains of Human Subjects Who Use Methamphetamine , 2004, The Journal of Neuroscience.

[46]  Paulo Jannuzzi Cunha,et al.  Alterações neuropsicológicas em dependentes de cocaína/crack internados: dados preliminares , 2004 .

[47]  M. Peluso,et al.  [Neuropsychological impairments in crack cocaine-dependent inpatients: preliminary findings]. , 2004, Revista brasileira de psiquiatria.

[48]  Leslie G. Ungerleider,et al.  Distinct contribution of the cortico-striatal and cortico-cerebellar systems to motor skill learning , 2003, Neuropsychologia.

[49]  Corianne Rogalsky,et al.  Increased activation in the right insula during risk-taking decision making is related to harm avoidance and neuroticism , 2003, NeuroImage.

[50]  Jean-Lud Cadet,et al.  Frontal cortical tissue composition in abstinent cocaine abusers: a magnetic resonance imaging study , 2003, NeuroImage.

[51]  Kent A. Kiehl,et al.  Orbitofrontal cortex dysfunction in abstinent cocaine abusers performing a decision-making task , 2003, NeuroImage.

[52]  J. Haycock,et al.  Differential trafficking of the vesicular monoamine transporter-2 by methamphetamine and cocaine. , 2002, European journal of pharmacology.

[53]  Joseph A Maldjian,et al.  Decreased gray matter concentration in the insular, orbitofrontal, cingulate, and temporal cortices of cocaine patients , 2002, Biological Psychiatry.

[54]  W. Ling,et al.  Cognitive Performance of Current Methamphetamine and Cocaine Abusers , 2001, Journal of addictive diseases.

[55]  T. Patterson,et al.  Regional cerebral blood flow in cocaine- versus methamphetamine-dependent patients with a history of alcoholism. , 2001, The international journal of neuropsychopharmacology.

[56]  Faith M. Gunning-Dixon,et al.  Age and sex differences in the cerebellum and the ventral pons: a prospective MR study of healthy adults. , 2001, AJNR. American journal of neuroradiology.

[57]  J N Giedd,et al.  Quantitative morphology of the caudate and putamen in patients with cocaine dependence. , 2001, The American journal of psychiatry.

[58]  S D Walter,et al.  A comparison of methods to detect publication bias in meta‐analysis , 2001, Statistics in medicine.

[59]  W. Ling,et al.  Cognitive impairment in individuals currently using methamphetamine. , 2000, The American journal on addictions.

[60]  Karl J. Friston,et al.  Voxel-Based Morphometry—The Methods , 2000, NeuroImage.

[61]  W. Ling,et al.  Methamphetamine and Cocaine Users: Differences in Characteristics and Treatment Retention , 2000, Journal of psychoactive drugs.

[62]  Gregory P. Lee,et al.  Different Contributions of the Human Amygdala and Ventromedial Prefrontal Cortex to Decision-Making , 1999, The Journal of Neuroscience.

[63]  S. Gygi,et al.  Differential effects of antipsychotic and psychotomimetic drugs on neurotensin systems of discrete extrapyramidal and limbic regions. , 1994, The Journal of pharmacology and experimental therapeutics.

[64]  B. Sadler,et al.  Pharmacokinetics of methamphetamine self-administered to human subjects by smoking S-(+)-methamphetamine hydrochloride. , 1993, Drug metabolism and disposition: the biological fate of chemicals.

[65]  B. Sadler,et al.  Cocaine disposition in humans after intravenous injection, nasal insufflation (snorting), or smoking. , 1989, Drug metabolism and disposition: the biological fate of chemicals.