Evidence map›Paper›PMID 42680021›Full record

ArticleNeuroImage2026

Associations between video gaming behaviors and cortical morphology in adolescents.

Jason M Nagata, Kevin Bao, Kevin Handoko, Stuart B Murray, Kristen E Kim, Pierre Nedelec, Eva Muller-Oehring, Aaron Scheffler, Leana E King, Andreas M Rauschecker and 1 more

Abstract read
In one paragraph

Article in NeuroImage, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Jason M NagataDivision of Adolescent and Young Adult Medicine, Department of Pediatrics, University of California, San Francisco, 550 16th Street, Box 0503, San Francisco, CA, 94143, USA. Electronic address: jason.nagata@ucsf.edu.
Kevin BaoDivision of Adolescent and Young Adult Medicine, Department of Pediatrics, University of California, San Francisco, 550 16th Street, Box 0503, San Francisco, CA, 94143, USA. Electronic address: kevin.bao@berkeley.edu.
Kevin HandokoDivision of Adolescent and Young Adult Medicine, Department of Pediatrics, University of California, San Francisco, 550 16th Street, Box 0503, San Francisco, CA, 94143, USA. Electronic address: kevin.handoko1@gmail.com.
Stuart B MurrayDepartment of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, 10833 Le Conte Avenue, CHS - Box 951668, Los Angeles, CA, 90095-1668, USA. Electronic address: drstuartmurray@gmail.com.
Kristen E KimDivision of Adolescent and Young Adult Medicine, Department of Pediatrics, University of California, San Francisco, 550 16th Street, Box 0503, San Francisco, CA, 94143, USA. Electronic address: kristenkim12@berkeley.edu.
Pierre NedelecDepartment of Radiology & Biomedical Imaging, University of California, San Francisco, 505 Parnassus Ave, San Francisco, CA, 94143, USA. Electronic address: pierre.nedelec@ucsf.edu.
Eva Muller-OehringCenter for Health Sciences, SRI International, Menlo Park, 333 Ravenswood Ave, Menlo Park, CA, 94025, USA. Electronic address: evamoe@stanford.edu.
Aaron SchefflerDepartment of Epidemiology and Biostatistics, University of California, San Francisco, 505 Parnassus Ave, San Francisco, CA, 94143, USA. Electronic address: aaron.scheffler@ucsf.edu.
Leana E KingDivision of Adolescent and Young Adult Medicine, Department of Pediatrics, University of California, San Francisco, 550 16th Street, Box 0503, San Francisco, CA, 94143, USA; Department of Radiology & Biomedical Imaging, University of California, San Francisco, 505 Parnassus Ave, San Francisco, CA, 94143, USA. Electronic address: leana.king@berkeley.edu.
Andreas M RauscheckerDepartment of Radiology & Biomedical Imaging, University of California, San Francisco, 505 Parnassus Ave, San Francisco, CA, 94143, USA. Electronic address: andreas.rauschecker@ucsf.edu.
Fiona C BakerCenter for Health Sciences, SRI International, Menlo Park, 333 Ravenswood Ave, Menlo Park, CA, 94025, USA. Electronic address: fiona.baker@ucsf.edu.

Funding

ABCD-USA Consortium: Coordinating CenterU24DA041147 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI SANDRA A BROWN, TERRY L. JERNIGAN · 2015 to 2026
$54.7M
ABCD-USA Consortium: Data Analysis, Informatics and Resource CenterU24DA041123 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ANDERS M DALE · 2015 to 2026
$51.5M
Adolescent Substance Use Initiation: Disentangling neurocognitive risks from consequences using longitudinal and genetically-informed methodsU01DA041120 · NIDA · UNIVERSITY OF MINNESOTA · PI Monica Luciana, Sylia Wilson · 2015 to 2026
$34.5M
ABCD-USA Consortium: Research ProjectU01DA041089 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Joanna Jacobus, Susan F. Tapert · 2015 to 2026
$31.7M
Prospective Research Studies of Maturation (PRISM)- Research ProjectU01DA041134 · NIDA · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI ERIN MCGLADE, PERRY FRANKLIN RENSHAW · 2015 to 2026
$29.2M
ABCD-USA CONSORTIUM: RESEARCH PROJECTU01DA041048 · NIDA · CHILDREN'S HOSPITAL OF LOS ANGELES · PI Megan Marie Herting, ELIZABETH R SOWELL · 2015 to 2026
$28.7M
ABCD-USA Consortium: Research ProjectU01DA041106 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Mary M Heitzeg, Chandra Sekhar Sripada · 2015 to 2026
$24.9M
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
ABCD-USA Consortium: Research ProjectU01DA041148 · NIDA · OREGON HEALTH & SCIENCE UNIVERSITY · PI Damien A Fair, Rebekah S Huber · 2015 to 2026
$22.3M
ABCD-USA: NYC Research ProjectU01DA041174 · NIDA · YALE UNIVERSITY · PI Arielle Ryan Baskin-Sommers, Betty J Casey · 2015 to 2026
$19.7M
Adolescent Brain Cognitive Development (ABCD) Prospective Research in Studies of Maturation (PRISM) ConsortiumU01DA041117 · NIDA · UNIVERSITY OF MARYLAND BALTIMORE · PI LINDA CHANG, THOMAS M ERNST · 2015 to 2026
$19.5M
ABCD-USA Consortium:Research ProjectU01DA041028 · NIDA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI DUNCAN B. CLARK, BEATRIZ LUNA · 2015 to 2026
$13.9M
NHLBI NIH HHS K08 HL159350NIDA NIH HHS U01 DA041022NIDA NIH HHS U01 DA041025NIDA NIH HHS U01 DA041028NIDA NIH HHS U01 DA041048NIDA NIH HHS U01 DA041089NIDA NIH HHS U01 DA041093NIDA NIH HHS U01 DA041106NIDA NIH HHS U01 DA041117NIDA NIH HHS U01 DA041120NIDA NIH HHS U01 DA041134NIDA NIH HHS U01 DA041148NIDA NIH HHS U01 DA041156NIDA NIH HHS U01 DA041174NIDA NIH HHS U24 DA041123NIDA NIH HHS U24 DA041147
6 · The paper itself

Abstract

Video gaming is highly prevalent in adolescence, yet its relationship with cortical morphology in early adolescence remains unclear. Data from the large, diverse nationwide Adolescent Brain Cognitive Development Study cohort (N = 5686) were analyzed to investigate the association between video gaming behaviors and cortical morphology in adolescents. Adolescents (mean: 14.2 years old) reported time spent playing single and multi-player games each day and their frequency of playing mature-rated games. Measures of cortical volume, surface area, and thickness of regions defined by the Desikan-Killiany atlas were obtained from 3T MRI scanners. Generalized additive mixed effects models were used to evaluate the association between gaming behaviors and cortical morphology, adjusting for demographics, genetic ancestry, socioeconomic status, non-gaming screen time, pubertal stage, body mass index percentile, scanner characteristics, and familial relationships. In addition to regional analysis, vertexwise analysis was performed using the Fast and Efficient Mixed Effects Algorithm, which provides higher spatial resolution. Higher total gaming time was associated with lower cortical surface area and thickness across multiple regions. Single-player but not multi-player gaming was associated with altered morphology in regions involved in language processing and social cognition, which may be due to the different processes engaged by each game type. Mature-rated gaming frequency was also associated with lower cortical thickness in several regions and lower surface area in the right parahippocampal gyrus. Our results demonstrate that different gaming behaviors are associated with distinct patterns of cortical morphology. Decreases in cortical surface area and thickness are a normative feature of adolescent development, and future research on long-term outcomes is required to determine whether these differences reflect variation outside of normative developmental trajectories and the directionality of this association.

Indexed as

Adolescent BehaviorCerebral CortexVideo GamesAdolescentFemaleHumansMagnetic Resonance ImagingMaleBrain developmentGamingImagingNeuroimagingStructural MRIVideo games

Identifiers

PMID42680021
PMCPMC13685732

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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.