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1.
Drug Alcohol Depend ; 226: 108883, 2021 09 01.
Article in English | MEDLINE | ID: mdl-34198136

ABSTRACT

A hypothetical cocaine purchasing task (CocPT) was used to assess changes in cocaine demand in the context of contingency management (CM) treatment for cocaine use disorder (CUD). Participants (N = 89) were treatment-seeking individuals with CUD receiving 4 weeks of abstinence-based, high-magnitude CM. Treatment response (vs. non-response) was operationally defined as the submission of 6 consecutive cocaine-negative urine samples across two weeks. The CPT was assessed at baseline, week 2, and week 5. Demand data were well described by the exponentiated demand model, and baseline demand indices (Q0, Pmax, breakpoint, essential value) were significantly associated with self-report measures of cocaine use. The probability of being a zero-responder reporting zero cocaine consumption at all prices significantly increased over the course of treatment, and was greater among treatment responders vs. non-responders. Among non-zero demand data, decreases in Omax, Pmax, breakpoint, and essential value were observed over the course of CM treatment, favoring responders. To our knowledge, this is the first study to assess change in cocaine demand in the context of CM treatment targeting cocaine abstinence. Our results support the utility of cocaine demand as a measure for both identifying individuals with greater treatment need and tracking relapse risk over the course of treatment.


Subject(s)
Cocaine-Related Disorders , Cocaine , Substance-Related Disorders , Behavior Therapy , Cocaine-Related Disorders/therapy , Consumer Behavior , Humans
2.
Behav Pharmacol ; 32(4): 351-355, 2021 06 01.
Article in English | MEDLINE | ID: mdl-33394690

ABSTRACT

Cocaine demand is a behavioral economic measure assessing drug reward value and motivation to use drug. The purpose of the current study was to develop a brief assessment of cocaine demand (BACD). Results from the BACD were compared with self-report measures of cocaine use. Participants consisted of treatment-seeking individuals with cocaine use disorder (N = 22). Results revealed that indices of brief demand were significantly associated with various self-report measures of cocaine use. Overall, these results support the utility of a BACD for assessing cocaine demand.


Subject(s)
Cocaine-Related Disorders , Cocaine/economics , Drug Utilization/statistics & numerical data , Drug-Seeking Behavior , Economics, Behavioral/statistics & numerical data , Self Report/statistics & numerical data , Behavior, Addictive/economics , Behavior, Addictive/psychology , Cocaine-Related Disorders/economics , Cocaine-Related Disorders/prevention & control , Cocaine-Related Disorders/psychology , Drug and Narcotic Control/methods , Drug and Narcotic Control/statistics & numerical data , Female , Humans , Male , Middle Aged , Narcotics/economics , Patient Acceptance of Health Care , Patient Reported Outcome Measures
3.
Psychol Addict Behav ; 34(1): 164-174, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31233323

ABSTRACT

Cocaine use disorder (CUD) is a significant public health issue. Behavioral interventions such as contingency management (CM) have been demonstrated to be highly effective in promoting cocaine abstinence. However, identifying individual characteristics associated with cocaine relapse may help improve treatment outcomes. Cocaine demand is a behavioral economic measure that shares a scientific foundation with CM. In the current study, we assessed baseline cocaine demand using a hypothetical cocaine purchasing task. Participants (N = 58) consisted of treatment-seeking individuals with CUD. All participants received 1 month of CM treatment for cocaine abstinence, and treatment responders were defined as presenting 6 consecutive cocaine negative urine samples from thrice weekly clinic visits. Demand data were well described by the exponentiated demand model. Indices of demand (intensity of demand [Q0], elasticity [α]) were significantly associated with recent (last 30 days) cocaine use. Importantly, linear regression revealed that CM treatment nonresponders presented significantly higher Q0 (p = .025). Subsequent quantile regression analyses examining the relationship between CM treatment response and Q0 revealed statistically reliable effects of being a nonresponder across 3 of the lower percentiles (i.e., 15, 25, and 30). Overall, these findings provide further support for the utility of exponentiated demand model. To our knowledge, this is the first study to demonstrate an association between baseline demand and contingency management response and systematically extend the findings of prior demand research to a novel drug class, cocaine. (PsycINFO Database Record (c) 2020 APA, all rights reserved).


Subject(s)
Behavior Therapy/methods , Cocaine Smoking/therapy , Cocaine-Related Disorders/therapy , Adult , Cocaine , Cocaine Smoking/psychology , Cocaine-Related Disorders/psychology , Crack Cocaine , Economics, Behavioral , Female , Humans , Male , Middle Aged , Randomized Controlled Trials as Topic , Treatment Outcome
4.
Brain Res ; 1731: 146359, 2020 03 15.
Article in English | MEDLINE | ID: mdl-31374218

ABSTRACT

RATIONALE: Current evidence and literature reviews provide a strong justification for examining the orexin receptor (OXR) system as a therapeutic target in substance use disorders, including cocaine and other psychostimulants. OBJECTIVES: In this preliminary, proof-of-concept examination of orexin modulation in humans with cocaine use disorder, we measured changes in domains tied to relapse: stress, sleep, cue reactivity, and inhibitory control. Additionally, mood symptoms (anxiety, depression), medication compliance, and side effects were assessed. METHODS: Twenty non-treatment seeking subjects with cocaine use disorder (CUD) received either the OX1R / OX2R antagonist suvorexant PO or placebo at 10 PM daily for two weeks (10 mg week 1, 20 mg week 2). Using psychometrics, smart-watch actigraphy, a cold-pressor stress challenge, and eye-tracking technology, the following domains were examined: sleep, stress/anxiety, cue-reactivity (attentional bias, craving), and inhibitory control. Psychometric data were collected every M/W/F (7 time points). Laboratory data were collected weekly (3 time points). RESULTS: Bayesian and frequentist generalized linear models were employed in parallel to examine the effects of suvorexant compared to placebo, with a Bayesian posterior probability threshold >80% as evidence of a signal for suvorexant. Notable results favoring suvorexant over placebo included fewer total anti-saccade errors, improved sleep actigraphy (sleep/awake periods), pre/post cold-pressor change in heart rate and salivary cortisol (all posterior probabilities >94%), and craving (posterior probability >87%). CONCLUSIONS: Initial but restricted evidence is provided supporting the orexin system as a modulator of relapse-related processes in cocaine use disorder. Baseline differences in the main outcome variables were not experimentally controlled and differences in craving were observed at baseline. This, in combination with a limited sample size, constrain the nature of the project. The results may serve to inform more comprehensive future research.


Subject(s)
Azepines/administration & dosage , Cocaine-Related Disorders/prevention & control , Cocaine-Related Disorders/physiopathology , Orexin Receptor Antagonists/administration & dosage , Secondary Prevention/methods , Triazoles/administration & dosage , Adult , Executive Function/drug effects , Female , Humans , Inhibition, Psychological , Male , Middle Aged , Psychometrics , Recurrence , Sleep/drug effects , Stress, Physiological/drug effects , Stress, Psychological/drug therapy
5.
Exp Clin Psychopharmacol ; 27(6): 578-587, 2019 Dec.
Article in English | MEDLINE | ID: mdl-30907601

ABSTRACT

Individuals with cannabis use disorders (CUD) show inhibitory control deficits and differential attention toward marijuana (MJ) stimuli. The robustness and utility of these measures in the CUD literature are somewhat equivocal. The present study was designed to increase measurement sensitivity by capitalizing on (a) individually calibrated stimulus selection based on cue reactivity patterns and (2) eye-tracking based measurement. CUD (n = 42) and non-CUD controls (n = 11) served as subjects. Subjects were first exposed to MJ and neutral pictures while measuring physiological and subjective responses on a trial by trial basis. A single reactivity index was created for each stimulus (L2 vector norm). Subject-unique high-reactivity MJ and low-reactivity neutral stimuli were then used in an eye-tracking task (pro-/antisaccade). The stimulus calibration procedure produced large reactivity differences between high/MJ and low/neutral stimuli (p < .001, effect size >7). CUD subjects made more overall antisaccade errors than controls (inhibitory control, p < .02, effect size >1), and CUD subjects (but not controls) made more errors on MJ trials versus neutral trials (attentional bias, p < .002, effect size >1). Within CUD subjects, L2 vector norm scores were associated with antisaccade errors (p < .04), and antisaccade errors were correlated with the Perceived Stress Scale (p < .03) and marginally with CUD severity (p < .07). Because of precise understanding of the neural circuitry governing antisaccades (a marker in several neuro/psychiatric disorders), eye movement-based measures combined with individually determined stimuli may provide an efficient and robust marker in CUD research. (PsycINFO Database Record (c) 2019 APA, all rights reserved).


Subject(s)
Attention/physiology , Attentional Bias , Eye Movements , Marijuana Abuse/psychology , Marijuana Smoking/psychology , Adult , Female , Humans , Male , Young Adult
6.
Drug Alcohol Depend ; 194: 310-317, 2019 01 01.
Article in English | MEDLINE | ID: mdl-30472571

ABSTRACT

BACKGROUND: Depressive symptoms may contribute to cocaine use. However, tests of the relationship between depression and severity of cocaine use have produced mixed results, possibly due to heterogeneity in individual symptoms of depression. Our goal was to establish which symptoms of depression are most strongly related to frequency of cocaine use (one aspect of severity) in a large sample of current cocaine users. We utilized generalized additive modeling to provide data-driven exploration of the relationships between depressive symptoms and cocaine use, including examination of non-linearity. We hypothesized that symptoms related to anhedonia would demonstrate the strongest relationship to cocaine use. METHOD: 772 individuals screened for cocaine use disorder treatment studies. To measure depressive symptoms, we used the items of the Beck Depression Inventory, 2nd Edition. Cocaine use frequency was measured as proportion of self-reported days of cocaine use over the last 30 days using the Addiction Severity Index. RESULTS: Models identified 18 significant predictors of past-30-day cocaine use. The strongest predictors were Crying, Pessimism, Changes in Appetite, Indecisiveness, and Loss of Interest. Noteworthy effect sizes were found for specific response options on Suicidal Thoughts, Worthlessness, Agitation, Concentration Difficulty, Tiredness, and Self Dislike items. CONCLUSIONS: The strongest predictors did not conform to previously hypothesized "subtypes" of depression. Non-linear relationships between items and use were typical, suggesting BDI-II items may not be monotonically increasing ordinal measures with respect to predicting cocaine use. Qualitative analysis of strongly predictive response options suggested emotional volatility and disregard for the future as important predictors of use.


Subject(s)
Cocaine-Related Disorders/epidemiology , Cocaine-Related Disorders/psychology , Data Science , Depression/etiology , Depression/psychology , Adult , Anhedonia , Data Interpretation, Statistical , Female , Humans , Machine Learning , Male , Middle Aged , Models, Theoretical , Predictive Value of Tests , Psychiatric Status Rating Scales
7.
F1000Res ; 72018.
Article in English | MEDLINE | ID: mdl-30613385

ABSTRACT

Gene expression is typically quantified as RNA abundance, which is influenced by both synthesis (transcription) and decay. Cytoplasmic decay typically initiates by deadenylation, after which decay can occur through any of three cytoplasmic decay pathways. Recent advances reveal several mechanisms by which RNA decay is regulated to control RNA abundance. mRNA can be post-transcriptionally modified, either indirectly through secondary structure or through direct modifications to the transcript itself, sometimes resulting in subsequent changes in mRNA decay rates. mRNA abundances can also be modified by tapping into pathways normally used for RNA quality control. Regulated mRNA decay can also come about through post-translational modification of decapping complex subunits. Likewise, mRNAs can undergo changes in subcellular localization (for example, the deposition of specific mRNAs into processing bodies, or P-bodies, where stabilization and destabilization occur in a transcript- and context-dependent manner). Additionally, specialized functions of mRNA decay pathways were implicated in a genome-wide mRNA decay analysis in Arabidopsis. Advances made using plants are emphasized in this review, but relevant studies from other model systems that highlight RNA decay mechanisms that may also be conserved in plants are discussed.


Subject(s)
Gene Expression Regulation, Plant , RNA Stability/physiology , RNA, Messenger/metabolism , Protein Processing, Post-Translational , RNA Caps , RNA Stability/genetics
8.
J Subst Abuse Treat ; 72: 32-39, 2017 01.
Article in English | MEDLINE | ID: mdl-27646197

ABSTRACT

This study explored anhedonia (lack of interest or pleasure in non-drug rewards) as a potentially modifiable individual difference associated with the effectiveness of Contingency Management (CM). It also tested the hypothesis that a dopaminergic drug, levodopa (L-DOPA), would improve the effectiveness of CM, particularly in individuals high in anhedonia. The study was a single-site, randomized, double-blind, parallel group, 12-week trial comparing L-DOPA with placebo, with both medication groups receiving voucher-based CM targeting cocaine-negative urines. Participants were N=85 treatment-seeking adults with CUD. Anhedonia was measured at baseline using a validated self-report measure and a progressive ratio behavioral measure. Treatment Effectiveness Score (TES) was defined as the total number of cocaine-negative urines submitted. Analyses based on Frequentist general linear models were not significant, but Bayesian analyses indicated a high probability (92.6%) that self-reported anhedonia was associated with poor treatment outcomes (lower TES). L-DOPA did not significantly improve outcomes, nor was the effect of L-DOPA moderated by anhedonia. While the study failed to replicate positive findings from previous studies of L-DOPA in combination with CM, it does provide preliminary evidence that anhedonia may be a modifiable individual difference associated with poorer CM outcomes.


Subject(s)
Anhedonia/physiology , Behavior Therapy/methods , Cocaine-Related Disorders/physiopathology , Cocaine-Related Disorders/therapy , Dopamine Agents/pharmacology , Levodopa/pharmacology , Outcome Assessment, Health Care , Reward , Adult , Cocaine-Related Disorders/drug therapy , Cognitive Behavioral Therapy/methods , Combined Modality Therapy , Dopamine Agents/administration & dosage , Double-Blind Method , Female , Humans , Individuality , Levodopa/administration & dosage , Male , Middle Aged
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