ABSTRACT
BACKGROUND: Enhanced drug-related reward sensitivity accompanied by impaired sensitivity to non-drug related rewards in the mesolimbic dopamine system are thought to underlie the broad motivational deficits and dysfunctional decision-making frequently observed in cocaine use disorder (CUD). Effective approaches to modify this imbalance and reinstate non-drug reward responsiveness are urgently needed. Here, we examined whether cocaine users (CU) can use mental imagery of non-drug rewards to self-regulate the ventral tegmental area and substantia nigra (VTA/SN). We expected that obsessive and compulsive thoughts about cocaine consumption would hamper the ability to self-regulate the VTA/SN activity and tested if real-time fMRI (rtfMRI) neurofeedback (NFB) can improve self-regulation of the VTA/SN. METHODS: Twenty-two CU and 28 healthy controls (HC) were asked to voluntarily up-regulate VTA/SN activity with non-drug reward imagery alone, or combined with rtfMRI NFB. RESULTS: On a group level, HC and CU were able to activate the dopaminergic midbrain and other reward regions with reward imagery. In CU, the individual ability to self-regulate the VTA/SN was reduced in those with more severe obsessive-compulsive drug use. NFB enhanced the effect of reward imagery but did not result in transfer effects at the end of the session. CONCLUSION: CU can voluntary activate their reward system with non-drug reward imagery and improve this ability with rtfMRI NFB. Combining mental imagery and rtFMRI NFB has great potential for modifying the maladapted reward sensitivity and reinstating non-drug reward responsiveness. This motivates further work to examine the use of rtfMRI NFB in the treatment of CUD.
Subject(s)
Cocaine-Related Disorders , Imagination , Magnetic Resonance Imaging , Substantia Nigra , Ventral Tegmental Area , Adult , Cocaine-Related Disorders/diagnostic imaging , Cocaine-Related Disorders/physiopathology , Cocaine-Related Disorders/psychology , Female , Humans , Male , Substantia Nigra/diagnostic imaging , Substantia Nigra/physiopathology , Ventral Tegmental Area/diagnostic imaging , Ventral Tegmental Area/physiopathologyABSTRACT
BACKGROUND: Many studies have investigated how cognitive control may be compromised in cocaine addiction. Here, we extend this literature by employing spatial Independent Component Analysis (ICA) to describe circuit dysfunction in relation to impairment in response inhibition in cocaine addiction. METHODS: Fifty-five cocaine-dependent (CD) and 55 age- and sex-matched non-drug-using healthy control individuals (HC) participated in the study. Task-relatedness of 40 independent components (ICs) was assessed using multiple regression analyses of component time courses with the modeled time courses of hemodynamic activity convolved with go success (GS), stop success (SS) and stop error (SE). This procedure produced beta-weights that represented the degree to which each IC was temporally associated with, or 'engaged', by each task event. RESULTS: Behaviorally, CD participants showed prolonged stop signal reaction times (SSRTs) as compared to HC participants (p < 0.01). ICA identified two networks that showed differences in engagement related to SS between CD and HC (p < 0.05, FDR-corrected). The activity of the fronto-striatal-thalamic network was negatively correlated with SSRTs in HC but not in CD, suggesting a specific role of this network in mediating deficits of response inhibition in CD individuals. In contrast, the engagement of the fronto-parietal-temporal network did not relate to SSRTs, was similarly less engaged for both SS and SE trials, and may reflect attentional dysfunction in cocaine addiction. CONCLUSIONS: This study highlights the utility of ICA in identifying neural circuitry engagement related to SST performance and suggests that specific networks may represent important targets in remedying executive-control impairment in cocaine addiction.
Subject(s)
Cocaine-Related Disorders/diagnostic imaging , Corpus Striatum/diagnostic imaging , Frontal Lobe/diagnostic imaging , Inhibition, Psychological , Reaction Time/physiology , Thalamus/diagnostic imaging , Adult , Cocaine-Related Disorders/physiopathology , Cocaine-Related Disorders/psychology , Corpus Striatum/physiopathology , Executive Function/physiology , Female , Frontal Lobe/physiopathology , Humans , Magnetic Resonance Imaging/methods , Male , Middle Aged , Nerve Net/diagnostic imaging , Nerve Net/physiopathology , Photic Stimulation/methods , Thalamus/physiopathologyABSTRACT
The striatum and thalamus are subcortical structures intimately involved in addiction. The morphology and microstructure of these have been studied in murine models of cocaine addiction (CA), showing an effect of drug use, but also chronological age in morphology. Human studies using non-invasive magnetic resonance imaging (MRI) have shown inconsistencies in volume changes, and have also shown an age effect. In this exploratory study, we used MRI-based volumetric and novel shape analysis, as well as a novel fast diffusion kurtosis imaging sequence to study the morphology and microstructure of striatum and thalamus in crack CA compared to matched healthy controls (HCs), while investigating the effect of age and years of cocaine consumption. We did not find significant differences in volume and mean kurtosis (MKT) between groups. However, we found significant contraction of nucleus accumbens in CA compared to HCs. We also found significant age-related changes in volume and MKT of CA in striatum and thalamus that are different to those seen in normal aging. Interestingly, we found different effects and contributions of age and years of consumption in volume, displacement and MKT changes, suggesting that each measure provides different but complementing information about morphological brain changes, and that not all changes are related to the toxicity or the addiction to the drug. Our findings suggest that the use of finer methods and sequences provides complementing information about morphological and microstructural changes in CA, and that brain alterations in CA are related cocaine use and age differently.
Subject(s)
Behavior, Addictive/physiopathology , Brain/diagnostic imaging , Cocaine-Related Disorders/diagnostic imaging , Corpus Striatum/diagnostic imaging , Crack Cocaine/adverse effects , Diffusion Tensor Imaging/methods , Thalamus/diagnostic imaging , Adolescent , Adult , Age Factors , Behavior, Addictive/chemically induced , Brain/pathology , Brain/physiopathology , Corpus Striatum/pathology , Corpus Striatum/physiopathology , Female , Healthy Volunteers , Humans , Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Male , Middle Aged , Nucleus Accumbens , Thalamus/pathology , Thalamus/physiopathology , Young AdultABSTRACT
This study investigated the association of HIV infection and cocaine dependence with cerebral white matter integrity using diffusion tensor imaging (DTI). One hundred thirty-five participants stratified by HIV and cocaine status (26 HIV+/COC+, 37 HIV+/COC-, 37 HIV-/COC+, and 35 HIV-/COC-) completed a comprehensive substance abuse assessment, neuropsychological testing, and MRI with DTI. Among HIV+ participants, all were receiving HIV care and 46% had an AIDS diagnosis. All COC+ participants were current users and met criteria for cocaine use disorder. We used tract-based spatial statistics (TBSS) to assess the relation of HIV and cocaine to fractional anisotropy (FA) and mean diffusivity (MD). In whole-brain analyses, HIV+ participants had significantly reduced FA and increased MD compared to HIV- participants. The relation of HIV and FA was widespread throughout the brain, whereas the HIV-related MD effects were restricted to the corpus callosum and thalamus. There were no significant cocaine or HIV-by-cocaine effects. These DTI metrics correlated significantly with duration of HIV disease, nadir CD4+ cell count, and AIDS diagnosis, as well as some measures of neuropsychological functioning. These results suggest that HIV is related to white matter integrity throughout the brain, and that HIV-related effects are more pronounced with increasing duration of infection and greater immune compromise. We found no evidence for independent effects of cocaine dependence on white matter integrity, and cocaine dependence did not appear to exacerbate the effects of HIV.
Subject(s)
Cerebral Cortex/pathology , Cocaine-Related Disorders/pathology , Corpus Callosum/pathology , HIV Infections/pathology , Thalamus/pathology , White Matter/pathology , Adult , Anisotropy , CD4 Lymphocyte Count , CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/virology , Case-Control Studies , Cerebral Cortex/diagnostic imaging , Cerebral Cortex/virology , Cocaine-Related Disorders/complications , Cocaine-Related Disorders/diagnostic imaging , Cocaine-Related Disorders/immunology , Corpus Callosum/diagnostic imaging , Corpus Callosum/virology , Diffusion Tensor Imaging , Female , HIV Infections/complications , HIV Infections/diagnostic imaging , HIV Infections/immunology , Humans , Male , Middle Aged , Neuropsychological Tests , Thalamus/diagnostic imaging , Thalamus/virology , White Matter/diagnostic imaging , White Matter/virologyABSTRACT
Chronic alcohol use has widespread effects on brain morphometry. Alcohol dependent individuals are often diagnosed with comorbid substance use disorders. Alterations in brain morphometry may be different in individuals that are dependent on alcohol alone and individuals dependent on alcohol and other substances. We examined subcortical brain volumes in 37 individuals with alcohol dependence only (ADO), 37 individuals with polysubstance use disorder (PS) and 37 healthy control participants (HC). Participants underwent a structural MR scan and a model-based segmentation tool was used to measure the volume of 14 subcortical regions (bilateral thalamus, caudate, putamen, globus pallidus, hippocampus, amygdala and nucleus accumbens). Compared to HC, ADO had smaller volume in the bilateral hippocampus, right nucleus accumbens and right thalamus. PS only had volume reductions in the bilateral thalamus compared to HC. PS had a larger right caudate compared to ADO. Subcortical volume was negatively associated with drinking measures only in the ADO group. This study confirms the association between alcohol dependence and reductions in subcortical brain volume. It also suggests that polysubstance use interacts with alcohol use to produce limited subcortical volume reduction and at least one region of subcortical volume increase. These findings indicate that additional substance use may mask damage through inflammation or may function in a protective manner, shielding subcortical regions from alcohol-induced damage.
Subject(s)
Alcoholism/diagnostic imaging , Amphetamine-Related Disorders/diagnostic imaging , Brain/diagnostic imaging , Cocaine-Related Disorders/diagnostic imaging , Marijuana Abuse/diagnostic imaging , Opioid-Related Disorders/diagnostic imaging , Tobacco Use Disorder/diagnostic imaging , Adult , Alcoholism/epidemiology , Alcoholism/pathology , Amphetamine-Related Disorders/pathology , Amygdala/diagnostic imaging , Amygdala/pathology , Brain/pathology , Case-Control Studies , Caudate Nucleus/diagnostic imaging , Caudate Nucleus/pathology , Cocaine-Related Disorders/pathology , Comorbidity , Female , Globus Pallidus/diagnostic imaging , Globus Pallidus/pathology , Hippocampus/diagnostic imaging , Hippocampus/pathology , Humans , Magnetic Resonance Imaging , Male , Marijuana Abuse/pathology , Middle Aged , Nucleus Accumbens/diagnostic imaging , Nucleus Accumbens/pathology , Opioid-Related Disorders/pathology , Organ Size , Putamen/diagnostic imaging , Putamen/pathology , Substance-Related Disorders/diagnostic imaging , Substance-Related Disorders/epidemiology , Substance-Related Disorders/pathology , Thalamus/diagnostic imaging , Thalamus/pathology , Tobacco Use Disorder/pathology , Young AdultABSTRACT
BACKGROUND: Crack cocaine dependence and addiction is typically associated with frequent and intense drug wanting or craving triggered by internal or environmental cues associated with past drug use. METHODS: Water O 15 positron emission tomography (PET) studies were used to localize alterations in synaptic activity related to cue-induced drug craving in 8 crack cocaine-dependent African American men. In a novel approach, script-guided imagery of autobiographical memories were used as individualized cues to internally generate a cocaine craving state and 2 control (ie, anger and neutral episodic memory recall) states during PET image acquisition. RESULTS: The mental imagery of personalized drug use and anger-related scripts was associated with self-ratings of robust drug craving or anger, and comparable alterations in heart rate. Compared with the neutral imagery control condition, imagery-induced drug craving was associated with bilateral (right hemisphere amygdala activation greater than left) activation of the amygdala, the left insula and anterior cingulate gyrus, and the right subcallosal gyrus and nucleus accumbens area. Compared with the anger control condition, internally generated drug craving was associated with bilateral activation of the insula and subcallosal cortex, left hippocampus, and anterior cingulate cortex and brainstem. A brain-wide pixel-by-pixel search indicated significant positive and negative correlations between imagery-induced cocaine craving and regional cerebral blood flow (rCBF) in distributed sites. CONCLUSIONS: The collected findings suggest the craving-related activation of a network of limbic, paralimbic, and striatal brain regions, including structures involved in stimulus-reward association (amygdala), incentive motivation (subcallosal gyrus/nucleus accumbens), and anticipation (anterior cingulate cortex).
Subject(s)
Behavior, Addictive/psychology , Brain/diagnostic imaging , Cocaine-Related Disorders/psychology , Tomography, Emission-Computed/statistics & numerical data , Adult , Anger/drug effects , Anger/physiology , Behavior, Addictive/diagnostic imaging , Behavior, Addictive/physiopathology , Brain/drug effects , Brain/physiology , Cocaine-Related Disorders/diagnostic imaging , Cocaine-Related Disorders/physiopathology , Crack Cocaine/administration & dosage , Crack Cocaine/pharmacology , Cues , Heart Rate/drug effects , Heart Rate/physiology , Humans , Imagination/physiology , Male , Memory/drug effects , Memory/physiology , Oxygen Radioisotopes , Reading , WaterABSTRACT
This study examined the neural correlates of cue-induced anger in cocaine-dependent men in an initial investigation of possible neurobiological explanations for the putative association between cocaine addiction and violence. We used positron emission tomography (PET) to localize alterations in regional cerebral blood flow (rCBF) during mental imagery of a personal anger-associated scene and of an emotionally neutral scene in ten cocaine-dependent men. Compared to the emotionally neutral imagery control condition, anger was associated with marked decreases in rCBF in multiple areas of the frontal cortex (particularly the right inferior frontal gyrus), left posterior insula, left fusiform gyrus, and midbrain. Conversely, this same inferior frontal area was activated by anger imagery in nicotine-dependent men. Anger was also associated with increases in rCBF in the right fusiform gyrus, right and left middle occipital gyri, left post-central gyrus, left medial frontal gyrus, left cuneus, and in the left anterior cingulate gyrus. The study showed that cue-induced anger in cocaine-dependent men was associated with decreased activity in frontal cortical areas involved in response monitoring and inhibition. The lack of this association in nicotine-dependent men suggests a possible deficit in anger regulation associated with cocaine dependence and a possible link between cocaine dependence, violence, and relapse.