20 results on '"Epstein, David H."'
Search Results
2. Before and after: craving, mood, and background stress in the hours surrounding drug use and stressful events in patients with opioid-use disorder
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Preston, Kenzie L., Kowalczyk, William J., Phillips, Karran A., Jobes, Michelle L., Vahabzadeh, Massoud, Lin, Jia-Ling, Mezghanni, Mustapha, and Epstein, David H.
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- 2018
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3. Context and craving during stressful events in the daily lives of drug-dependent patients
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Preston, Kenzie L., Kowalczyk, William J., Phillips, Karran A., Jobes, Michelle L., Vahabzadeh, Massoud, Lin, Jia-Ling, Mezghanni, Mustapha, and Epstein, David H.
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- 2017
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4. Health Outcomes by Neighborhood (HON): Effects of Neighborhood, Social Instability, and Health Factors on 12-Month Trajectories of Substance-Use Disorder Symptoms.
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Moran, Landhing M., Panlilio, Leigh V., Hertzel, Sara K., Bertz, Jeremiah W., Tyburski, Matthew, Etter, John R., Epstein, David H., Preston, Kenzie L., and Phillips, Karran A.
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SUBSTANCE abuse ,MENTAL health ,HEALTH status indicators ,RESEARCH funding ,CLASSIFICATION of mental disorders ,CLUSTER analysis (Statistics) ,SOCIODEMOGRAPHIC factors ,WHITE people ,NEIGHBORHOOD characteristics ,PSYCHOLOGICAL stress ,SYMPTOMS - Abstract
Previous studies have shown that environment and health can influence drug use trajectories and the effects of substance use disorder (SUD) treatments. We hypothesized that trajectories of drug use-related problems, based on changes in DSM-5 symptoms, would vary by type(s) of drugs used, health factors, and neighborhood characteristics. We assessed mental and physical health, stress, social instability, neighborhood characteristics (disorderliness and home value), and DSM-5 symptom counts at two study visits, 12 months apart, in a community sample (baseline N = 735) in Baltimore, MD. Three prominent categories of drug-use trajectory were identified with K-means cluster analysis of symptom counts: Persistent (4 or more symptoms at both visits or at Visit 2), Improved (decrease from 4 or more symptoms at Visit 1 to 3 or fewer symptoms at Visit 2), and Low-Stable (3 or fewer symptoms at both visits). Baseline health and neighborhood measures were tested as predictors of trajectory in mediation and moderation models. Among people with current opioid- and/or stimulant-use, odds of an Improved trajectory were (1) decreased with neighborhood disorder and social instability, or (2) increased with home value and social instability. Odds of a Low-Stable trajectory were decreased by social instability and stress but increased in those who were older or self-identified as white. Trajectories of drug use-related problems are influenced by sociodemographic variables, neighborhood factors, and health. Assessing DSM-5 symptom counts as an outcome measure may be valuable in monitoring or predicting long-term trajectories and treatment effectiveness. [ABSTRACT FROM AUTHOR]
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- 2023
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5. Some of the people, some of the time: field evidence for associations and dissociations between stress and drug use
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Furnari, Melody, Epstein, David H., Phillips, Karran A., Jobes, Michelle L., Kowalczyk, William J., Vahabzadeh, Massoud, Lin, Jia-Ling, and Preston, Kenzie L.
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- 2015
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6. Stress in the daily lives of cocaine and heroin users: relationship to mood, craving, relapse triggers, and cocaine use
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Preston, Kenzie L. and Epstein, David H.
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- 2011
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7. Psychosocial stress after reactivation of drug-related memory impairs later recall in abstinent heroin addicts
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Zhao, Li-Yan, Zhang, Xiao-Li, Shi, Jie, Epstein, David H., and Lu, Lin
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- 2009
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8. Toward a model of drug relapse: an assessment of the validity of the reinstatement procedure
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Epstein, David H., Preston, Kenzie L., Stewart, Jane, and Shaham, Yavin
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- 2006
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9. The Anxiogenic Drug Yohimbine Reinstates Palatable Food Seeking in a Rat Relapse Model: a Role of CRF1 Receptors
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Ghitza, Udi E, Gray, Sarah M, Epstein, David H, Rice, Kenner C, and Shaham, Yavin
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- 2006
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10. Exploring the Relationship Between Substance Use and Allostatic Load in a Treatment/Research Cohort and in a US Probability Sample (NHANES 2009–2016).
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Rogers, Jeffrey M., Epstein, David H., Phillips, Karran, Strickland, Justin C., and Preston, Kenzie L.
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SUBSTANCE abuse ,DRUG utilization ,HEALTH & Nutrition Examination Survey ,PHYSIOLOGIC strain ,PHYSIOLOGICAL adaptation - Abstract
Allostatic load, an operationalization for cumulative strain on physiology from adaptation (allostasis) to stress over a lifetime, can manifest as damage to cardiovascular, neuroendocrine, and metabolic systems. The concept of allostatic load may be particularly useful in research on substance-use disorders (SUDs) because SUD researchers have sought to better understand the relationship between chronic stressors and drug use. Theoretical models hold that SUDs can be conceptualized as a spiral toward a state of persistent allostasis (i.e., allostasis so persistent as to represent homeostasis at a new, unhealthy set point). Regardless of the extent to which those models are accurate, increased allostatic load could be a mechanism by which frequent drug administration increases risk for adverse outcomes. We conducted two secondary analyses to evaluate allostatic load in the context of drug use, including alcohol use, in a locally recruited sample with a high proportion of illicit substance use (N = 752) and in a nationally representative sample from the NHANES 2009–2016. We hypothesized that after controlling for age and other potential confounds, people with longer histories of drug use would have higher allostatic-load scores. Multiple regression was used to predict allostatic load from participants' drug-use histories while controlling for known confounds. In the locally recruited sample, we found that longer lifetime use of cocaine or opioids was related to increased allostatic load. In NHANES 2009–2016, we found few or no such associations. Lengthy histories of problematic non-medical substance use may facilitate more rapid increases in allostatic load than aging alone, and, together with findings from previous investigations, this finding suggests increased risk for chronic disease. [ABSTRACT FROM AUTHOR]
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- 2021
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11. Craving mediates the association between momentary pain and illicit opioid use during treatment for opioid‐use disorder: an ecological momentary assessment study.
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Mun, Chung Jung, Finan, Patrick H., Epstein, David H., Kowalczyk, William J., Agage, Daniel, Letzen, Janelle E., Phillips, Karran A., and Preston, Kenzie L.
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CHRONIC pain & psychology ,EVALUATION of drug utilization ,SUBSTANCE abuse risk factors ,CHRONIC pain ,NARCOTICS ,RESEARCH ,SUBSTANCE abuse ,NARCOTIC antagonists ,PAIN measurement ,SCIENTIFIC observation ,AFFECT (Psychology) ,CONFIDENCE intervals ,DESIRE ,DRUG use testing ,RISK assessment ,DESCRIPTIVE statistics ,DRUGS of abuse ,URINALYSIS ,ODDS ratio ,PSYCHOLOGICAL stress - Abstract
Aim: To assess the role of momentary pain on opioid craving and illicit opioid use among individuals receiving opioid agonist treatment. Design Observational study using ecological momentary assessment. Setting: The National Institute of Drug Abuse Intramural Research Program in the United States. Participants: Fifty‐six adults who qualified for opioid agonist treatment. Measurements Participants completed randomly prompted assessments of pain severity, stress, negative mood, opioid craving and illicit opioid use for a mean of 66 days [standard deviation (SD) = 27]. Urine samples were collected two to three times/week throughout. Findings Almost 70% of participants reported moderate average pain severity in the past 24 hours at intake and 35% of participants reported chronic pain. There were no significant differences in percent of opioid‐positive urine samples (P = 0.73) and average level of opioid craving during the study period (P = 0.91) among opioid agonist treatment only patients versus opioid agonist treatment patients with chronic pain. However, momentary pain severity significantly predicted concurrent opioid craving [B = 0.02, 95% confidence interval (CI) = 0.01, 0.04], over and above stress and negative mood. Momentary opioid craving, in turn, significantly predicted illicit opioid use that was assessed in the next moment [odds ratio (OR) = 1.72, 95% CI = 1.12, 2.64), while controlling for autocorrelation and the effects of pain, negative mood and stress. Momentary opioid craving significantly mediated the prospective association between momentary pain and illicit opioid use (95% CI = 0.003, 0.032). Exploratory analysis revealed that momentary pain severity also significantly moderated the momentary association between stress and opioid craving (B = 0.02, 95% CI = 0.00, 0.04), such that when momentary pain severity increased, the association between the two intensified. Conclusions: Among people receiving opioid agonist treatment, momentary pain appears to be indirectly associated with illicit opioid use via momentary opioid craving. [ABSTRACT FROM AUTHOR]
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- 2021
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12. Sex differences in daily life stress and craving in opioid-dependent patients.
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Moran, Landhing M., Kowalczyk, William J., Phillips, Karran A., Vahabzadeh, Massoud, Lin, Jia-Ling, Mezghanni, Mustapha, Epstein, David H., and Preston, Kenzie L.
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DRUG abuse prevention ,OPIOID abuse ,MARIJUANA abuse ,TREATMENT of addictions ,GENDER specific care - Abstract
Background: Responses to stress and drug craving differ between men and women. Differences in the momentary experience of stress in relation to craving are less well-understood.Objectives: Using ecological momentary assessment (EMA), we examined sex differences in real-time in two areas: (1) causes and contexts associated with stress, and (2) the extent to which stress and drug cues are associated with craving.Methods: Outpatients on opioid-agonist treatment (135 males, 47 females) reported stress, craving, and behavior on smartphones for 16 weeks. They initiated an entry each time they felt more stressed than usual (stress event) and made randomly prompted entries 3 times/day. In stress-event entries, they identified the causes and context (location, activity, companions), and rated stress and craving severity.Results: The causes reported for stress events did not differ significantly by sex. Women reported arguing and being in a store more often during stress events, and men reported working more often during stress events, compared to base rates (assessed via random prompts). Women showed a greater increase in opioid craving as a function of stress (p < 0.0001) and had higher stress ratings in the presence of both stress and drug cues relative to men (p < 0.01). Similar effects were found for cocaine craving in men (p < 0.0001).Conclusion: EMA methods provide evidence based on real-time activities and moods that opioid-dependent men and women experience similar contexts and causes for stress but differ in stress- and cue-induced craving. These findings support sex-based tailoring of treatment, but because not all participants conformed to the overall pattern of sex differences, any such tailoring should also consider person-level differences. [ABSTRACT FROM AUTHOR]- Published
- 2018
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13. Using ecological momentary assessment to examine the relationship between craving and affect with opioid use in a clinical trial of clonidine as an adjunct medication to buprenorphine treatment.
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Kowalczyk, William J., Moran, Landhing M., Bertz, Jeremiah W., Phillips, Karran A., Ghitza, Udi E., Vahabzadeh, Massoud, Lin, Jia-Ling, Epstein, David H., and Preston, Kenzie L.
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OPIOID abuse ,DRUG abuse prevention ,ECOLOGICAL momentary assessments (Clinical psychology) ,MARIJUANA abuse ,TREATMENT of addictions ,CLONIDINE ,BUPRENORPHINE - Abstract
Background: In a recent clinical trial (NCT00295308), we demonstrated that clonidine decreased the association between opioid craving and moderate levels of stress and affect in patients receiving buprenorphine-based opioid agonist therapy.Objectives: To examine the relationship between illicit opioid use and craving and affect during the evaluation of clonidine as an adjunct medication in buprenorphine treatment for opioid use disorder. Secondarily, to examine whether those relationships are driven by within- or between-participant factors.Methods: This was a secondary data analysis from our original trial. Participants (N = 108, female: n = 23, male n = 85) receiving buprenorphine were randomized to receive adjunct clonidine or placebo. Participants used portable electronic devices to rate stress, mood, and craving via ecological momentary assessment (EMA) four times randomly each day. To associate the EMA data with illicit opioid use, each EMA report was linked to participants' next urine drug screen (thrice weekly). We used generalized linear mixed models to examine the interaction between treatment group and illicit opioid use, as well as to decompose the analysis into within- and between-participant effects.Results: Craving for opioids and cocaine was increased when participants were using illicit opioids; this effect was greater in the clonidine group. For affect, mood was poorer during periods preceding opioid-positive urines than opioid-negative urines for clonidine-treated participants, whereas there was no difference for placebo participants.Conclusion: This secondary analysis provides evidence that for participants maintained on opioid agonist therapy, clonidine minimized the behavioral impact of moderate levels of negative affect and craving. [ABSTRACT FROM AUTHOR]- Published
- 2018
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14. Stress Enhances Retrieval of Drug-Related Memories in Abstinent Heroin Addicts.
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Li-Yan Zhao, Jie Shi, Xiao-Li Zhang, Epstein, David H., Xiang-Yang Zhang, Yu Liu, Kosten, Thomas R., and Lin Lu
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PEOPLE with heroin addiction ,HEROIN abuse ,DRUG abuse ,PROPRANOLOL ,PERFORMANCE-enhancing drugs - Abstract
Stress is associated with relapse to drugs after abstinence, but the mechanisms for this association are unclear. One mechanism may be that stress enhances abstinent addicts’ recall of memories of drugs as stress relievers. This study assessed the effects of stress on free recall and cued recall of 10 heroin-related and 10 neutral words learned 24 h earlier by 102 abstinent heroin addicts. These participants were randomly assigned to three experiments that also assessed attention and working memory. Experiment 1 used a psychosocial stressor (Trier social stress test (TSST)) before testing for recall of heroin-related words. Experiment 2 added administration of the β-adrenoceptor antagonist propranolol 1 h before the psychosocial stressor. Experiment 3 added administration of either cortisol with propranolol, cortisol alone, or propranolol alone 1 h before word recall to determine whether stress enhancement of heroin-related word recall required noradrenergic-glucocorticoid interactions. We found that free recall of heroin-related words in abstinent addicts was enhanced after stress or cortisol administration when compared with a non-stress condition or placebo, respectively, whereas these interventions had no effect on neutral word recall. β-adrenergic blockade blocked the enhancing effect of stress or cortisol on free recall of heroin-related words. Neither stress nor cortisol affected cued recall, attention, or working memory. The potential of β-adrenergic blockade to reduce or block stress-induced enhancement of drug-related memory retrieval may be relevant to preventing stress-induced relapse in abstinent heroin addicts. [ABSTRACT FROM AUTHOR]
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- 2010
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15. The Anxiogenic Drug Yohimbine Reinstates Palatable Food Seeking in a Rat Relapse Model: a Role of CRF1 Receptors.
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Ghitza, Udi E., Gray, Sarah M., Epstein, David H., Rice, Kenner C., and Shaham, Yavin
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YOHIMBINE ,RAUWOLFIA (Drug) ,ANXIETY ,EATING disorders ,ANTIHYPERTENSIVE agents ,SYMPATHOLYTIC agents - Abstract
The major problem in treating excessive eating is high rates of relapse to maladaptive eating habits during diet treatments; this relapse is often induced by stress or anxiety states. Preclinical studies have not explored this clinical problem. Here, we adapted a reinstatement model (commonly used to study relapse to abused drugs) to examine the role of stress and anxiety in relapse to palatable food seeking during dieting. Rats were placed on restricted diet (75–80% of daily standard food) and for 12 intermittent training days (9 h/day, every other day) lever-pressed for palatable food pellets (25% fat, 48% carbohydrate) under a fixed ratio 1 (20-s timeout) reinforcement schedule. Subsequently, the rats were given 10 daily extinction sessions during which lever presses were not reinforced, and were then injected with yohimbine (an α-2 adrenoceptor antagonist that induces stress and anxiety in humans and non-humans) or given a single food pellet to assess reinstatement of food seeking. The rats rapidly learned to lever press for the palatable pellets and across the training days the ratio of timeout nonreinforced lever presses to reinforced lever presses progressively increased more than three-fold, suggesting the development of compulsive eating behavior. After extinction, yohimbine injections and pellet priming reliably reinstated food seeking. The corticotropin-releasing factor
1 (CRF1 ) receptor antagonist antalarmin attenuated the reinstatement induced by yohimbine, but not pellet priming. Antalarmin also reversed yohimbine's anxiogenic effects in the social interaction test. These data suggest that CRF is involved in stress-induced relapse to palatable food seeking, and that CRF1 antagonists should be considered for the treatment of maladaptive eating habits.Neuropsychopharmacology (2006) 31, 2188–2196. doi:10.1038/sj.npp.1300964; published online 7 December 2005 [ABSTRACT FROM AUTHOR]- Published
- 2006
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16. The neuropharmacology of relapse to food seeking: Methodology, main findings, and comparison with relapse to drug seeking
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Nair, Sunila G., Adams-Deutsch, Tristan, Epstein, David H., and Shaham, Yavin
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NEUROPHARMACOLOGY , *DISEASE relapse , *DRUG addiction , *EATING disorders , *ANIMAL models in research , *SELF medication , *YOHIMBINE - Abstract
Abstract: Relapse to old, unhealthy eating habits is a major problem in human dietary treatments. The mechanisms underlying this relapse are unknown. Surprisingly, until recently this clinical problem has not been systematically studied in animal models. Here, we review results from recent studies in which a reinstatement model (commonly used to study relapse to abused drugs) was employed to characterize the effect of pharmacological agents on relapse to food seeking induced by either food priming (non-contingent exposure to small amounts of food), cues previously associated with food, or injections of the pharmacological stressor yohimbine. We also address methodological issues related to the use of the reinstatement model to study relapse to food seeking, similarities and differences in mechanisms underlying reinstatement of food seeking versus drug seeking, and the degree to which the reinstatement procedure provides a suitable model for studying relapse in humans. We conclude by discussing implications for medication development and future research. We offer three tentative conclusions: [(1)] The neuronal mechanisms of food-priming- and cue-induced reinstatement are likely different from those of reinstatement induced by the pharmacological stressor yohimbine. [(2)] The neuronal mechanisms of reinstatement of food seeking are possibly different from those of ongoing food-reinforced operant responding. [(3)] The neuronal mechanisms underlying reinstatement of food seeking overlap to some degree with those of reinstatement of drug seeking. [Copyright &y& Elsevier]
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- 2009
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17. End-of-day reports of daily hassles and stress in men and women with opioid-use disorder: Relationship to momentary reports of opioid and cocaine use and stress.
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Preston, Kenzie L., Schroeder, Jennifer R., Kowalczyk, William J., Phillips, Karran A., Jobes, Michelle L., Dwyer, Megan, Vahabzadeh, Massoud, Lin, Jia-Ling, Mezghanni, Mustapha, and Epstein, David H.
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PSYCHOLOGICAL stress , *LIFE change events , *DRUG utilization , *DRUG abstinence , *COCAINE-induced disorders , *AFFECT (Psychology) , *RESEARCH funding , *SUBSTANCE abuse , *PSYCHOLOGY of drug abusers - Abstract
Background and Aims: Stress can be validly assessed "live" or by a summary evaluation of the very recent past. Using smartphone-based ecological momentary assessment (EMA) combined with end-of-day (EOD) entries, we assessed the association between daily hassles, stressful events and use of opioids and cocaine, in opioid- and cocaine-using men and women.Methods: For up to 16 weeks, 161 outpatients in opioid-agonist treatment who reported cigarette smoking carried smartphones on which they reported stressful events (SEs) and drug use (DU) and completed an EOD questionnaire to report hassles encountered throughout the day, current perceived stress, cigarettes/day, and current mood. We compared EOD responses on days with and without SE and DU reports and on days when thrice-weekly urine drug screens indicated opioid or cocaine use or abstinence.Results: Participants (N = 161) made 11,544 EOD entries; EMA SEs were reported on 861 (7.5%) days, and DUs on 1685 (14.6%) days. The most frequently reported hassles in EOD entries were "not enough money" (31.4% of daily reports) and maintaining abstinence (18.7%). Total EOD hassles showed small but statistically significant associations [odds ratios (95% CIs)] with EMA SEs [1.09 (1.06-1.13)], DUs [1.08 (1.06-1.10)], and urine-positive opioid [1.06 (1.04-1.09)] and cocaine [1.03 (1.00-1.06)] results. Men and women had similar rates (mean/day (SD)) of hassles: men 2.25 (3.55); women 2.55 (3.76) (F1,159 = 0.53, p = 0.47).Conclusions: Daily hassles, reported at the end of the day, are associated with both same-day stressful events and drug use. Monitoring hassles and devising specific coping strategies might be useful therapeutic targets. [ABSTRACT FROM AUTHOR]- Published
- 2018
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18. Gender differences in neural–behavioral response to self-observation during a novel fMRI social stress task.
- Author
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Lee, Mary R., Cacic, Kelsey, Demers, Catherine H., Haroon, Maleeha, Heishman, Stephen, Hommer, Daniel W, Epstein, David H., Ross, Thomas J., Stein, Elliot A., Heilig, Markus, and Salmeron, Betty Jo
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MAGNETIC resonance imaging of the brain , *GENDER differences (Psychology) , *INTROSPECTION , *PSYCHOLOGICAL stress , *MENTAL health , *NEUROPHYSIOLOGY , *RESPONSE inhibition , *PSYCHOSOCIAL factors - Abstract
Abstract: The neural correlates of response to psychosocial stress and gender differences therein are difficult to model experimentally as this type of stressor is difficult to induce in a brain imaging environment. The Trier Social Stress Test (TSST), a behavioral paradigm that reliably induces moderate levels of stress was thus modified for the MRI environment. To determine the neurobehavioral basis of gender differences in response to observing oneself under social evaluative stress, 26 subjects (14 females) performed the TSST while being videotaped. During fMRI scanning, subjects were shown alternating video clips of two CONDITIONS: SELF or a same-sex OTHER performing the TSST. Subjects rated their stress level immediately after the video clips. GENDER differences in the [SELF–OTHER] contrast were analyzed. There was a GENDER×CONDITION interaction such that only women reported increased subjective stress during video feedback of their TSST session. A whole brain analysis (SELF vs. OTHER) showed activation in the bilateral insula, inferior, middle and superior frontal gyri. Greater recruitment was seen among males in some of these same areas in the context of significantly lower stress ratings. Activation of areas involved in inhibitory control and sensory awareness might contribute to the significantly lower stress ratings in males. Understanding these gender differences is relevant to disorders of stress and self-concept. [Copyright &y& Elsevier]
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- 2014
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19. Neurobiology of relapse to heroin and cocaine seeking: An update and clinical implications
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Bossert, Jennifer M., Ghitza, Udi E., Lu, Lin, Epstein, David H., and Shaham, Yavin
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DRUG abuse , *LOCAL anesthetics , *ANIMAL behavior , *ANIMAL experimentation - Abstract
Abstract: The central problem in the treatment of cocaine and heroin addiction is high rates of relapse to drug use after periods of forced or self-imposed abstinence. Relapse can be modeled in laboratory animals a reinstatement procedure in which responding for drug is extinguished and then reinstated by acute exposure to the drug, drug cues, or stress. In this review, we first summarize data from recent (2003–2005) studies on the neural substrates involved in reinstatement of heroin and cocaine seeking. We also discuss the neural mechanisms underlying the progressive increase in cocaine seeking after withdrawal (incubation of cocaine craving). Finally, we provide an update on several novel candidate medications for relapse prevention suggested by recent preclinical studies, and we discuss the translation of findings from nonhuman laboratory studies to the clinical phenomenon of relapse. [Copyright &y& Elsevier]
- Published
- 2005
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20. Longitudinal patterns of momentary stress during outpatient opioid agonist treatment: A growth-mixture-model approach to classifying patients.
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Burgess-Hull, Albert J., Smith, Kirsten E., Schriefer, Destiny, Panlilio, Leigh V., Epstein, David H., and Preston, Kenzie L.
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ECOLOGICAL momentary assessments (Clinical psychology) , *OPIOID abuse , *DRUG utilization , *PSYCHOLOGICAL distress , *OPIOIDS - Abstract
Background: We previously showed, in people starting treatment for opioid use disorder (OUD), that stress is neither necessary nor sufficient for lapses to drug use to occur, despite an association between the two. Both theoretical clarity and case-by-case prediction accuracy may require initial differentiation among patients.Aim: To examine: (a) evidence for distinct overall trajectories of momentary stress during OUD treatment, (b) relationships between stress trajectory and treatment response, and (c) relationships between stress trajectory and momentary changes in stress and craving prior to lapses.Methods: We used ecological momentary assessment (EMA) to collect ratings of stress and craving 3x/day for up to 16 weeks in 211 outpatients during agonist treatment for OUD. With growth mixture models, we identified trajectories of stress. We used mixed effect models to examine trajectory-group differences in the dynamics of stress and craving just before lapses to any drug use.Results: We identified four trajectories of stress: Increasing (13.7 %); Moderate and Stable (23.7 %); Declining and Increasing (18 %); and Low (44.6 %). Overall drug use and opioid craving were lowest in the Low Stress group. Overall drug use was highest in the Moderate and Stable group. Alcohol use and opioid craving were highest in the Increasing Stress group. Opioid craving increased before lapse for most groups, but stress increased before lapses for only the Moderate and Stable group.Conclusion: There are natural groupings of participants with distinct patterns of stress severity during OUD treatment. Momentary stress/craving/lapse associations may be better characterized when these groupings are considered first. [ABSTRACT FROM AUTHOR]- Published
- 2021
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