Evidence map›Paper›PMID 42448674›Full record

ArticleTranslational psychiatry2026

Contributions of genetic liability and the COVID-19 pandemic to rising psychopathology among youth in the United States.

Lucy Shao, Jonathan Ahern, Robert Loughnan, Bohan Xu, Holly E Baker, Susan F Tapert, Fiona C Baker, Wesley K Thompson, Orsolya Kiss, Eva M Müller-Oehring and 2 more

Abstract read
In one paragraph

Article in Translational psychiatry, 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

5 · Who and what money

Authors and funding

12 authors.

Lucy ShaoHerbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California, USA.ORCID http://orcid.org/0009-0008-3852-6354
Jonathan AhernDepartment of Cognitive Science, University of California, San Diego, La Jolla, California, USA.
Robert LoughnanCenter for Population Neuroscience and Genetics, Laureate Institute for Brain Research, Tulsa, Oklahoma, USA.
Bohan XuCenter for Population Neuroscience and Genetics, Laureate Institute for Brain Research, Tulsa, Oklahoma, USA.
Holly E BakerHerbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California, USA.
Susan F TapertDepartment of Psychiatry, University of California San Diego, La Jolla, California, USA.
Fiona C BakerCenter for Health Sciences, SRI International, Menlo Park, California, USA.
Wesley K ThompsonHerbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California, USA.
Orsolya KissCenter for Health Sciences, SRI International, Menlo Park, California, USA.
Eva M Müller-OehringCenter for Health Sciences, SRI International, Menlo Park, California, USA.
Marie Gombert-LabedensCenter for Health Sciences, SRI International, Menlo Park, California, USA.
Chun Chieh FanCenter for Population Neuroscience and Genetics, Laureate Institute for Brain Research, Tulsa, Oklahoma, USA. CFan@Laureateinstitute.org.ORCID http://orcid.org/0000-0001-9437-2128

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
15/21 ABCD-USA Consortium: Research Project Site at LIBRU01DA050989 · NIDA · LAUREATE INSTITUTE FOR BRAIN RESEARCH · PI ROBIN L AUPPERLE, MARTIN P. PAULUS · 2020 to 2026
$14.7M
NIDA 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 U01 DA050987NIDA NIH HHS U01 DA050988NIDA NIH HHS U01 DA050989NIDA NIH HHS U01 DA051016NIDA NIH HHS U01 DA051018NIDA NIH HHS U01 DA051037NIDA NIH HHS U01 DA051038NIDA NIH HHS U01 DA051039NIDA NIH HHS U24 DA041123NIDA NIH HHS U24 DA041147NIMH NIH HHS R01 MH122688NIMH NIH HHS RF1 MH120025U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (NIMH) R01128959U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (NIMH) R01MH122688U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (NIMH) RF1MH120025
6 · The paper itself

Abstract

Adolescent mental health concerns surged during the COVID-19 pandemic, but whether the pandemic amplified pre-existing genetic vulnerabilities remains unclear. This study examined how shared genetic liability for eight psychiatric disorders interacted with adolescent mental health during the pandemic. Using genomic structural equation modeling, we identified four latent genetic factors: Compulsive, Psychotic, Neurodevelopmental, and Internalizing. We computed corresponding polygenic risk scores (PRS) in 10,374 participants from the Adolescent Brain Cognitive Development (ABCD) Study© across five waves and modeled on 20 psychopathology outcomes using longitudinal mixed models, stratified by sex and ancestry. Among European-ancestry adolescents, each 1 standard deviation increase in neurodevelopmental or internal PRS was associated with a 3-21% increase in most psychopathologies. Pandemic periods were linked to significant increases in parent-reported withdrawn/depressed, rule-breaking, conduct, somatic, and ADHD symptoms, and in all youth-reported symptom scores, even after adjusting for PRS. In sex-stratified analyses, females showed a greater increase in parent reported affective problems during the early pandemic (25% increase; 95% CI: 16-34%) and stronger associations between internal PRS and symptom increases than males. Interactions between neurodevelopmental PRS and the early pandemic period were observed for conduct (16%; 95% CI 9-25%; P = 1.2 × 10⁻⁵) and aggressive behavior (9%; 95% CI 4-15%; P = 6.8 × 10⁻⁴) scores in females. Overall, genetic liability and pandemic period were independently associated with adolescent psychopathology, with pandemic-related increases occurring on top of elevated symptom burden among youth with higher PRS. These findings highlight the need for targeted mental health support during widespread stressors, especially for genetically at-risk adolescents.

Indexed as

COVID-19Genetic Predisposition to DiseaseMental DisordersAdolescentFemaleGenetic Risk ScoreHumansLongitudinal StudiesMaleMultifactorial InheritanceSARS-CoV-2Sex FactorsUnited States

Identifiers

PMID42448674
PMCPMC13646273

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