ArticleJAMA network open2018
Association of Neural Responses to Drug Cues With Subsequent Relapse to Stimulant Use.
Article in JAMA network open, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers, 4 of them syntheses that pooled it.
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Who cites it
41 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- What can case-control comparisons of neural drug cue reactivity tell us about addiction? A neuroimaging meta-analysis.Translational psychiatry · 2026Pooled it
- Cue-Elicited Brain Activity and Treatment Outcomes in Substance Use Disorders: A Meta-Analysis.JAMA network open · 2025Pooled it
- N-acetylcysteine as a treatment for substance use cravings: A meta-analysis.Addiction biology · 2024Pooled it
- Parameter Space and Potential for Biomarker Development in 25 Years of fMRI Drug Cue Reactivity: A Systematic Review.JAMA psychiatry · 2024Pooled it
- Article
- Convergent and selective representations of pain, appetitive processes, aversive processes, and cognitive control in the insula.Nature communications · 2026Article
- Intertemporal Decision-Making, Nucleus Accumbens Activation, and Alcohol Use Trajectories in Young Adults With a Family History of Alcohol Use Disorder.Alcohol, clinical & experimental research · 2026Article
- Females have shorter scalp-to-cortex distances and receive stronger TMS electrical fields: Implications for clinical treatment.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026Article
- The Impaired Response Inhibition and Salience Attribution Model of Drug Addiction: Recent Neuroimaging Evidence and Future Directions.Annual review of psychology · 2026Review
- Delay Discounting, Nucleus Accumbens Activation, and Alcohol Use Trajectories in Young Adults with a Family History of Alcohol Use Disorder.medRxiv : the preprint server for health sciences · 2025Article
- A Novel Diathesis-Stress Model of Comorbid Early Onset Psychiatric Disorders.medRxiv : the preprint server for health sciences · 2025Article
- The Incentive-Sensitization Theory of Addiction 30 Years On.Annual review of psychology · 2025Review
- Neuroimaging Biomarkers in Addiction.medRxiv : the preprint server for health sciences · 2024Article
- N-acetylcysteine as a treatment for substance use cravings: A meta-analysis.medRxiv : the preprint server for health sciences · 2024Article
- Altered insular functional activity among electronic cigarettes users with nicotine dependence.Translational psychiatry · 2024Article
- Corticostriatal responses to social reward are linked to trait reward sensitivity and subclinical substance use in young adults.Social cognitive and affective neuroscience · 2024Article
- Changes in dorsomedial striatum activity during expression of goal-directed vs. habit-like cue-induced cocaine seeking.Addiction neuroscience · 2024Article
- Neuromarkers in addiction: definitions, development strategies, and recent advances.Journal of neural transmission (Vienna, Austria : 1996) · 2024Review
- An open-source behavior controller for associative learning and memory (B-CALM).Behavior research methods · 2024Article
- Corticostriatal Responses to Social Reward are Linked to Trait Reward Sensitivity and Subclinical Substance Use in Young Adults.bioRxiv : the preprint server for biology · 2024Article
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Abstract
Importance: Although chronic relapse is a characteristic of addiction to stimulants, conventional measures (eg, clinical, demographic, and self-report) do not robustly identify which individuals are most vulnerable to relapse. Objectives: To test whether drug cues are associated with increased mesolimbic neural activity in patients undergoing treatment for stimulant use disorder and whether this activity is associated with risk for subsequent relapse. Design, Setting, and Participants: This prospective cohort study of 76 participants included a control group for baseline group comparisons. Veteran patients (n = 36) with stimulant use disorders were recruited from a 28-day residential treatment program at the Veterans Affairs Palo Alto Health Care System. Healthy controls (n = 40) were recruited from the surrounding community. Baseline data were collected between September 21, 2015, and January 26, 2018, from patients and healthy controls using functional magnetic resonance imaging during a performance of a reward cue task. Patients' stimulant use was subsequently assessed after treatment discharge (at approximately 1, 3, and 6 months) to assess relapse outcomes. Main Outcomes and Measures: Primary measures included neural responses to drug and food cues in estimated mesolimbic volumes of interest, including the medial prefrontal cortex, nucleus accumbens (NAcc), and ventral tegmental area. The primary outcome variable was relapse (defined as any stimulant use), assessed both dichotomously (3 months after discharge) and continuously (days to relapse). Brain activity measures were contrasted between groups to validate neural measures of drug cue reactivity, which were then used to estimate relapse outcomes of patients. Results: Relative to controls (n = 40; 16 women and 24 men; mean [SD] age, 32.0 [11.6] years), patients (n = 36; 2 women and 34 men; mean [SD] age, 43.4 [13.3] years) showed increased mesolimbic activity in response to drug cues (medial prefrontal cortex, t74 = 2.90, P = .005, Cohen d = 0.66; NAcc, t74 = 2.39, P = .02, Cohen d = 0.54; and ventral tegmental area, t74 = 4.04, P < .001, Cohen d = 0.92). In patients, increased drug cue response in the NAcc (but not other volumes of interest) was associated with time to relapse months later (Cox proportional hazards regression hazard ratio, 2.30; 95% CI, 1.40-3.79). After controlling for age, NAcc response to drug cues classified relapsers (12 patients; 1 woman and 11 men; mean [SD] age, 49.3 [14.1] years) and abstainers (21 patients; 1 woman and 20 men; mean [SD] age, 39.3 [12.3] years) at 3 months with 75.8% classification accuracy. Model comparison further indicated that NAcc responses to drug cues were associated with relapse above and beyond estimations of relapse according to conventional measures. Conclusions and Relevance: Responses in the NAcc to stimulant cues appear to be associated with relapse in humans. Identification of neural markers may eventually help target interventions to the most vulnerable individuals.
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