Evidence map›Paper›PMID 34400176›Full record

ReviewNeuroscience and biobehavioral reviews2021

The cue-reactivity paradigm: An ensemble of networks driving attention and cognition when viewing drug and natural reward-related stimuli.

Lauren D Hill-Bowen, Michael C Riedel, Ranjita Poudel, Taylor Salo, Jessica S Flannery, Julia A Camilleri, Simon B Eickhoff, Angela R Laird, Matthew T Sutherland

Registry-linked trialAbstract readReview
In one paragraph

Review in Neuroscience and biobehavioral reviews, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06885190 (Multisensory Processing of Alcohol Cues in Young Adult Binge Drinkers), which is not on this map. Cited by 45 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
45citing papers in PubMed, 4 pooled it
–field-weighted citation impact
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.

NCT06885190 not yet recruitingnot on this mapstarted 2025, after this paper: background citation

Multisensory Processing of Alcohol Cues in Young Adult Binge Drinkers

TypeobservationalSponsorRochester Institute of TechnologyRan2025 to 2027Enrolled100ConditionsDrinking, Binge
3 · Its place in the literature

Who cites it

45 citing papers in PubMed, 4 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Trial
  6. Cue-elicited prefrontal gamma-aminobutyric acid (GABA) dynamics in cannabis use disorder.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026
    Article
  7. Article
  8. Article
  9. Article
  10. Cue labeling reduces cigarette craving and associated neural activity.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026
    Article
  11. Article
  12. Article
  13. Cue-induced Magnetic Resonance Spectroscopy of Glutamate in Addiction Research: Current Evidence, Pros, and Cons.Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology · 2025
    Review
  14. Article
  15. Article
  16. Review
  17. Review
  18. Article
  19. Neuroimaging Biomarkers in Addiction.medRxiv : the preprint server for health sciences · 2024
    Article
  20. Neuromarkers in addiction: definitions, development strategies, and recent advances.Journal of neural transmission (Vienna, Austria : 1996) · 2024
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Lauren D Hill-BowenDepartment of Psychology, Florida International University, 11200 SW 8(th)Street, Miami, FL, 33199, United States.
Michael C RiedelDepartment of Physics, Florida International University, 11200 SW 8(th)Street, Miami, FL, 33199, United States.
Ranjita PoudelDepartment of Psychology, Florida International University, 11200 SW 8(th)Street, Miami, FL, 33199, United States.
Taylor SaloDepartment of Psychology, Florida International University, 11200 SW 8(th)Street, Miami, FL, 33199, United States.
Jessica S FlanneryDepartment of Psychology, Florida International University, 11200 SW 8(th)Street, Miami, FL, 33199, United States.
Julia A CamilleriInstitute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Centre Jülich, 52425, Jülich, Germany; Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany.
Simon B EickhoffInstitute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Centre Jülich, 52425, Jülich, Germany; Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, 40225, Düsseldorf, Germany.
Angela R LairdDepartment of Physics, Florida International University, 11200 SW 8(th)Street, Miami, FL, 33199, United States.
Matthew T SutherlandDepartment of Psychology, Florida International University, 11200 SW 8(th)Street, Miami, FL, 33199, United States. Electronic address: masuther@fiu.edu.

Funding

The FIU Research Center in a Minority Institution (FIU-RCMI)U54MD012393 · NIMHD · FLORIDA INTERNATIONAL UNIVERSITY · PI Diana Azzam · 2017 to 2026
$32.1M
FIU-ABCD: Pathways and Mechanisms to Addiction in the Latino Youth of South FloridaU01DA041156 · NIDA · FLORIDA INTERNATIONAL UNIVERSITY · PI Raul Gonzalez, Angela R Laird · 2015 to 2026
$22.8M
Meta-anaylsis in human brain mappingR01MH074457 · NIMH · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI FOX, PETER THORNTON · 2006 to 2024
$10.5M
Impact of HIV and cannabis on brain function: Regions, networks, and the connectoK01DA037819 · NIDA · FLORIDA INTERNATIONAL UNIVERSITY · PI SUTHERLAND, MATTHEW T · 2014 to 2018
$784k
Neuroimaging meta-analytics for addiction: Nodes, networks,and new heuristicsR01DA041353 · NIDA · FLORIDA INTERNATIONAL UNIVERSITY · PI LAIRD, ANGELA R, SUTHERLAND, MATTHEW T · 2017 to 2019
$645k
NIDA NIH HHS K01 DA037819NIDA NIH HHS R01 DA041353NIDA NIH HHS U01 DA041156NIMHD NIH HHS U54 MD012393NIMH NIH HHS R01 MH074457
6 · The paper itself

Abstract

The cue-reactivity paradigm is a widely adopted neuroimaging probe engendering brain activity linked with attentional, affective, and reward processes following presentation of appetitive stimuli. Given the multiple mental operations invoked, we sought to decompose cue-related brain activity into constituent components employing emergent meta-analytic techniques when considering drug and natural reward-related cues. We conducted coordinate-based meta-analyses delineating common and distinct brain activity convergence across cue-reactivity studies (N = 196 articles) involving drug (n = 133) or natural (n = 63) visual stimuli. Across all studies, convergence was observed in limbic, cingulate, insula, and fronto-parieto-occipital regions. Drug-distinct convergence was observed in posterior cingulate, dorsolateral prefrontal, and temporo-parietal regions, whereas distinct-natural convergence was observed in thalamic, insular, orbitofrontal, and occipital regions. We characterized connectivity profiles of identified regions by leveraging task-independent and task-dependent MRI datasets, grouped these profiles into subnetworks, and linked each with putative mental operations. Outcomes suggest multifaceted brain activity during cue-reactivity can be decomposed into elemental processes and indicate that while drugs of abuse usurp the brain's natural-reward-processing system, some regions appear distinct to drug cue-reactivity.

Indexed as

CuesPharmaceutical PreparationsAttentionBrainCognitionHumansMagnetic Resonance ImagingRewardPharmaceutical Preparationscue-reactivitydrug cravingfunctional connectivityhierarchical clusteringmeta-analytical connectivity modelingposterior cingulate cortex

Identifiers

PMID34400176
PMCPMC8511211

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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.