Evidence map›Paper›PMID 36928057›Full record

ArticleScientific reports2023

The propensity to sign-track is associated with externalizing behavior and distinct patterns of reward-related brain activation in youth.

Janna M Colaizzi, Shelly B Flagel, Ashley N Gearhardt, Michelle A Borowitz, Rayus Kuplicki, Vadim Zotev, Grace Clark, Jennifer Coronado, Talia Abbott, Martin P Paulus

Open access · goldFull text read
In one paragraph

Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed
5.3field-weighted citation impact, top 4% 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

23 citing papers in PubMed, 31 citations in OpenAlex.

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  11. Implementations of sign- and goal-tracking behavior in humans: A scoping review.Cognitive, affective & behavioral neuroscience · 2025
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  17. Using sign tracking to experimentally increase self-control in rats.Journal of the experimental analysis of behavior · 2024
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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

10 authors at 2 institutions in 1 country.

Janna M ColaizziLaureate Institute for Brain Research, 6655 S Yale Ave, Tulsa, OK, USA. jcolaizzi@laureateinstitute.org.
Shelly B FlagelMichigan Neuroscience Institute and Department of Psychiatry, University of Michigan, 205 Zina Pitcher Pl, Ann Arbor, MI, 48109, USA.
Ashley N GearhardtDepartment of Psychology, University of Michigan, 530 Church St, Ann Arbor, MI, 48109, USA.
Michelle A BorowitzDepartment of Psychology, University of Michigan, 530 Church St, Ann Arbor, MI, 48109, USA.
Rayus KuplickiLaureate Institute for Brain Research, 6655 S Yale Ave, Tulsa, OK, USA.
Vadim ZotevLaureate Institute for Brain Research, 6655 S Yale Ave, Tulsa, OK, USA.
Grace ClarkLaureate Institute for Brain Research, 6655 S Yale Ave, Tulsa, OK, USA.
Jennifer CoronadoLaureate Institute for Brain Research, 6655 S Yale Ave, Tulsa, OK, USA.
Talia AbbottLaureate Institute for Brain Research, 6655 S Yale Ave, Tulsa, OK, USA.
Martin P PaulusLaureate Institute for Brain Research, 6655 S Yale Ave, Tulsa, OK, USA.
Laureate Institute for Brain Research · USUniversity of Michigan · US

Funding

The Center for Neuroscience-based Mental Health Assessment and Prediction (NEUROMAP)P20GM121312 · NIGMS · LAUREATE INSTITUTE FOR BRAIN RESEARCH · PI Maëlle Camille Marie Gueguen · 2017 to 2026
$23.7M
NIGMS NIH HHS P20 GM121312NIH HHS P20 GM121312
6 · The paper itself

Abstract

Externalizing behaviors in childhood often predict impulse control disorders in adulthood; however, the underlying bio-behavioral risk factors are incompletely understood. In animals, the propensity to sign-track, or the degree to which incentive motivational value is attributed to reward cues, is associated with externalizing-type behaviors and deficits in executive control. Using a Pavlovian conditioned approach paradigm, we quantified sign-tracking in 40 healthy 9-12-year-olds. We also measured parent-reported externalizing behaviors and anticipatory neural activations to outcome-predicting cues using the monetary incentive delay fMRI task. Sign-tracking was associated with attentional and inhibitory control deficits and the degree of amygdala, but not cortical, activation during reward anticipation. These findings support the hypothesis that youth with a propensity to sign-track are prone to externalizing tendencies, with an over-reliance on subcortical cue-reactive brain systems. This research highlights sign-tracking as a promising experimental approach delineating the behavioral and neural circuitry of individuals at risk for externalizing disorders.

Indexed as

MotivationRewardAmygdalaAnimalsAttentionCuesRatsRats, Sprague-Dawley

Identifiers

PMID36928057
PMCPMC10020483
OpenAlexW4327568959

What OpenQuestion holds

Textfull text, public
LicenceCC BY
reference markers read4
measurements read104
Read underepoch 390

Registered trials

None linked

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.