Evidence map›Paper›PMID 27603142›Full record

ArticleJAMA psychiatry2016

Incubation of Cue-Induced Craving in Adults Addicted to Cocaine Measured by Electroencephalography.

Muhammad A Parvaz, Scott J Moeller, Rita Z Goldstein

2 registry-linked trialsOpen access · bronzeAbstract read
In one paragraph

Article in JAMA psychiatry, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 141 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
141citing papers in PubMed, 5 pooled it
9.1field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT03833583 nacompletednot on this mapstarted 2019, after this paper: background citation

Transcranial Direct Current Stimulation (tDCS) to Reduce Craving in Cocaine Addiction

TypeinterventionalSponsorSoterix MedicalRan2019 to 2019Enrolled25ConditionsCocaine Use Disorder, Cocaine DependenceArmsSoterix Medical mini-CT tDCS stimulator
NCT04994821 phase2completednot on this mapstarted 2020, after this paper: background citation

A Phase 2 Study to Investigate Use of Transcranial Direct Current Stimulation (tDCS) to Reduce Craving in Cocaine Addiction

TypeinterventionalSponsorSoterix MedicalRan2020 to 2022Enrolled60ConditionsCocaine Use Disorder, Cocaine DependenceArmstranscranial direct current stimulator (tDCS), Cognitive Reappraisal
3 · Its place in the literature

Who cites it

141 citing papers in PubMed, 5 syntheses or guidelines pooled it, 210 citations in OpenAlex.

  1. Pooled it
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  6. Impact of a computerized distress intolerance intervention on electrocortical reactivity to cannabis and threat cues: A randomized controlled trial.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2022
    Trial
  7. Attention bias modification in drug addiction: Enhancing control of subsequent habits.Proceedings of the National Academy of Sciences of the United States of America · 2021
    Trial
  8. Trial
  9. Trial
  10. Article
  11. Article
  12. Inactivation of NMDAR and CaMKII signaling within the prelimbic cortex blocks incubated cocaine- and sucrose-craving.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026
    Article
  13. Article
  14. Hypocretin receptor 1 blockade early in abstinence prevents incubation of cocaine seeking and normalizes dopamine transmission.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026
    Article
  15. Article
  16. Article
  17. Article
  18. Review
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  20. Cocaine self-administration in adult female and male rhesus monkeys: longitudinal comparison with adolescent behavior and role of early life stress.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2025
    Article

81 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors at 1 institution in 1 country.

Muhammad A ParvazDepartment of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York2Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, New York.
Scott J MoellerDepartment of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York2Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, New York.
Rita Z GoldsteinDepartment of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York2Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, New York.
Icahn School of Medicine at Mount Sinai · US

Funding

Using event-related potentials to longitudinally track cue-induced craving incubation in cocaine addicted individualsR01DA041528 · NIDA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI GOLDSTEIN, RITA Z · 2016 to 2020
$3.3M
The prefrontal cortex in salience and control in cocaine addiction: phFMRI studyR01DA023579 · NIDA · BROOKHAVEN SCIENCE ASSOC-BROOKHAVEN LAB · PI GOLDSTEIN, RITA Z · 2008 to 2012
$2.8M
Machine learning discovery of patterns of self regulation in drug addiction and IR21DA034954 · NIDA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI GOLDSTEIN, RITA Z · 2012 to 2013
$822k
Genetic markers associated with brain structural abnormalities and drug use in human addictionK01DA037452 · NIDA · STATE UNIVERSITY NEW YORK STONY BROOK · PI MOELLER, SCOTT J · 2015 to 2019
$778k
Neurocircuitry of impaired insight in addiction: relevance to aberrant self-related processingR21DA040046 · NIDA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI MOELLER, SCOTT J · 2015 to 2016
$459k
BCI-based feedback system to promote cognitive control of cravingF32DA033088 · NIDA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI PARVAZ, MUHAMMAD ADEEL · 2012 to 2015
$158k
NIDA NIH HHS F32 DA033088NIDA NIH HHS K01 DA037452NIDA NIH HHS R01 DA023579NIDA NIH HHS R01 DA041528NIDA NIH HHS R21 DA034954NIDA NIH HHS R21 DA040046
6 · The paper itself

Abstract

importanceA common trigger for relapse in drug addiction is the experience of craving via exposure to cues previously associated with drug use. Preclinical studies have consistently demonstrated incubation of cue-induced drug-seeking during the initial phase of abstinence, followed by a decline over time. In humans, the incubation effect has been shown for alcohol, nicotine, and methamphetamine addictions, but not for heroin or cocaine addiction. Understanding the trajectory of cue-induced craving during abstinence in humans is of importance for addiction medicine.

objectiveTo assess cue-induced craving for cocaine in humans using both subjective and objective indices of cue-elicited responses. DESIGN, SETTING, AND

participantsSeventy-six individuals addicted to cocaine with varying durations of abstinence (ie, 2 days, 1 week, 1 month, 6 months, and 1 year) participated in this laboratory-based cross-sectional study from June 19, 2007, to November 26, 2012. The late positive potential component of electroencephalography, a recognized marker of incentive salience, was used to track motivated attention to drug cues across these self-selected groups. Participants also completed subjective ratings of craving for cocaine before presentation of a cue, and ratings of cocaine "liking" (hedonic feelings toward cocaine) and "wanting" (craving for cocaine) after presentation of cocaine-related pictures. Data analysis was conducted from June 5, 2015, to March 30, 2016. MAIN OUTCOMES AND MEASURES: The late positive potential amplitudes and ratings of liking and wanting cocaine in response to cocaine-related pictures were quantified and compared across groups.

resultsAmong the 76 individuals addicted to cocaine, 19 (25%) were abstinent for 2 days, 20 (26%) were abstinent for 1 week, 15 (20%) were abstinent for 1 month, 12 (16%) were abstinent for 6 months, and 10 (13%) were abstinent for 1 year. In response to drug cues, the mean (SD) late positive potential amplitudes showed a parabolic trajectory that was higher at 1 (1.26 [1.36] µV) and 6 (1.17 [1.19] µV) months of abstinence and lower at 2 days (0.17 [1.09] µV), 1 week (0.36 [1.26] µV), and 1 year (-0.27 [1.74] µV) of abstinence (P = .02, partial η2 = 0.16). In contrast, the subjective assessment of baseline craving (mean [SD] rating: 2 days, 26.05 [9.85]; 1 week, 18.70 [11.01]; 1 month, 10.87 [10.70]; 6 months, 6.92 [8.47]; and 1 year, 3.00 [3.77]) and cue-induced liking (mean [SD] rating: 2 days, 3.06 [2.34]; 1 week, 2.33 [2.87]; 1 month, 1.15 [2.03]; 6 months, 1.00 [2.24]; and 1 year, 1.00 [1.26]) and wanting (mean [SD] rating: 2 days, 3.44 [2.62]; 1 week, 2.72 [2.87]; 1 month, 1.46 [2.33]; 6 months, 1.00 [2.16]; and 1 year, 1.00 [1.55]) of cocaine showed a linear decline from 2 days to 1 year of abstinence (P ≤ .001, partial η2 > 0.26). CONCLUSIONS AND RELEVANCE: The late positive potential responses to drug cues, indicative of motivated attention, showed a trajectory similar to that reported in animal models. In contrast, we did not detect incubation of subjective cue-induced craving. Thus, the objective electroencephalographic measure may possibly be a better indicator of vulnerability to cue-induced relapse than subjective reports of craving, although this hypothesis must be empirically tested. These results suggest the importance of deploying intervention between 1 month and 6 months of abstinence, when addicted individuals may be most vulnerable to, and perhaps least cognizant of, risk of relapse.

Indexed as

CuesElectroencephalographyAdultCocaineCocaine-Related DisordersComorbidityCravingCross-Sectional StudiesEvoked PotentialsFollow-Up StudiesHumansPattern Recognition, VisualRisk FactorsSelf ReportSubstance Withdrawal SyndromeTranslational Research, BiomedicalCocaine

Identifiers

PMID27603142
PMCPMC5206796
OpenAlexW2509558096

What OpenQuestion holds

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.