Evidence map›Paper›PMID 34916545›Full record

ArticleScientific reports2021

Genetically-predicted prefrontal DRD4 gene expression modulates differentiated brain responses to food cues in adolescent girls and boys.

Andre K Portella, Afroditi Papantoni, Antoneta T Joseph, Liuyi Chen, Richard S Lee, Patricia P Silveira, Laurette Dube, Susan Carnell

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
0.9field-weighted citation impact, top 22% 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

10 citing papers in PubMed, 13 citations in OpenAlex.

  1. Review
  2. Review
  3. Peripheral catecholamine systems: an evolutionary perspective.American journal of physiology. Regulatory, integrative and comparative physiology · 2025
    Review
  4. Review
  5. Article
  6. Article
  7. Questioning the validity of food addiction: a critical review.Frontiers in behavioral neuroscience · 2025
    Review
  8. Article
  9. Review
  10. Article
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

8 authors at 4 institutions in 3 countries.

Andre K PortellaDesautels Faculty of Management, McGill Center for the Convergence of Health and Economics, McGill University, Montreal, QC, Canada.
Afroditi PapantoniDepartment of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Antoneta T JosephMcGill Centre for the Convergence of Health and Economics (MCCHE), McGill University, Montreal, Canada.
Liuyi ChenDepartment of Psychiatry and Behavioral Sciences, Division of Psychiatric Neuroimaging, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Richard S LeeDepartment of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Patricia P SilveiraLudmer Centre for Neuroinformatics and Mental Health, Montreal, QC, Canada.
Laurette DubeDesautels Faculty of Management, McGill Center for the Convergence of Health and Economics, McGill University, Montreal, QC, Canada.
Susan CarnellDepartment of Psychiatry and Behavioral Sciences, Division of Child and Adolescent Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA. susan.carnell@jhmi.edu.
McGill University · CAJohns Hopkins Medicine · USJohns Hopkins University · USUniversity of North Carolina at Chapel Hill · US

Funding

The Developing Brain: Influences and OutcomesUH3OD023313 · OD · WOMEN AND INFANTS HOSPITAL-RHODE ISLAND · PI Viren Andrew D'Sa, Daphne Koinis Mitchell · 2018 to 2026
$20.7M
The Developing Brain: Influences and OutcomesUG3OD023313 · OD · UNIVERSITY OF COLORADO DENVER · PI D'SA, VIREN ANDREW, KOINIS MITCHELL, DAPHNE · 2016 to 2024
$11.6M
Early Brain Development and Childhood ObesityR01DK113286 · NIDDK · WOMEN AND INFANTS HOSPITAL-RHODE ISLAND · PI CARNELL, SUSAN, D'SA, VIREN ANDREW · 2018 to 2023
$2.5M
Neurobehavioral Correlates of Familial/genetic obesity risk in adolescentsR00DK088360 · NIDDK · JOHNS HOPKINS UNIVERSITY · PI CARNELL, SUSAN · 2013 to 2015
$731k
Multi-level Modular Agent-based Modeling for the Study of Childhood ObesityU01HD061973 · NICHD · MCGILL UNIVERSITY · PI DUBE, LAURETTE · 2009 to 2010
$550k
NICHD NIH HHS U01 HD061973NIDDK NIH HHS R00 DK088360NIDDK NIH HHS R01 DK113286NIH HHS UG3 OD023313NIH HHS UH3 OD023313
6 · The paper itself

Abstract

The dopamine receptor 4 (DRD4) in the prefrontal cortex (PFC) acts to modulate behaviours including cognitive control and motivation, and has been implicated in behavioral inhibition and responsivity to food cues. Adolescence is a sensitive period for the development of habitual eating behaviors and obesity risk, with potential mediation by development of the PFC. We previously found that genetic variations influencing DRD4 function or expression were associated with measures of laboratory and real-world eating behavior in girls and boys. Here we investigated brain responses to high energy-density (ED) and low-ED food cues using an fMRI task conducted in the satiated state. We used the gene-based association method PrediXcan to estimate tissue-specific DRD4 gene expression in prefrontal brain areas from individual genotypes. Among girls, those with lower vs. higher predicted prefrontal DRD4 expression showed lesser activation to high-ED and low-ED vs. non-food cues in a distributed network of regions implicated in attention and sensorimotor processing including middle frontal gyrus, and lesser activation to low-ED vs non-food cues in key regions implicated in valuation including orbitofrontal cortex and ventromedial PFC. In contrast, males with lower vs. higher predicted prefrontal DRD4 expression showed minimal differences in food cue response, namely relatively greater activation to high-ED and low-ED vs. non-food cues in the inferior parietal lobule. Our data suggest sex-specific effects of prefrontal DRD4 on brain food responsiveness in adolescence, with modulation of distributed regions relevant to cognitive control and motivation observable in female adolescents.

Indexed as

CuesFoodAdolescentAdolescent BehaviorBrainCognitionFeeding BehaviorFemaleGene ExpressionGenetic Association StudiesHumansInhibition, PsychologicalMagnetic Resonance ImagingMaleMotivationPrefrontal CortexDRD4 protein, humanReceptors, Dopamine D4

Identifiers

PMID34916545
PMCPMC8677785
OpenAlexW4200554803

What OpenQuestion holds

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LicenceCC BY
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.