Evidence map›Paper›PMID 41852603›Full record

ArticleBiological psychiatry global open science2026

Relationships Between Polygenic Scores for Psychopathology and Observed Psychopathology Are Mediated by Cognitive Control and Reward Sensitivity Pathways: Insights From the ABCD Study.

Analicia K Howard, Daniel E Gustavson, Naomi P Friedman

Abstract read
In one paragraph

Article in Biological psychiatry global open science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

3 authors.

Analicia K HowardInstitute for Behavioral Genetics, University of Colorado Boulder, Boulder, Colorado.
Daniel E GustavsonInstitute for Behavioral Genetics, University of Colorado Boulder, Boulder, Colorado.
Naomi P FriedmanInstitute for Behavioral Genetics, University of Colorado Boulder, Boulder, Colorado.

Funding

14/21 ABCD-USA Consortium: Research Project Site at CU BoulderU01DA051018 · NIDA · UNIVERSITY OF COLORADO · PI Marie T Banich, Naomi P. Friedman · 2020 to 2026
$11.4M
Research Training-Genetics of Substance AbuseT32DA017637 · NIDA · UNIVERSITY OF COLORADO AT BOULDER · PI STITZEL, JERRY A · 2004 to 2023
$5.3M
Vulnerability to Substance Use: Transitions and Trajectories in ABCD Youth with Validation Using Longitudinal Twin Family SamplesR01DA063061 · NIDA · VIRGINIA COMMONWEALTH UNIVERSITY · PI Naomi P. Friedman, Monica Luciana · 2025 to 2026
$1.4M
NIDA NIH HHS R01 DA063061NIDA NIH HHS T32 DA017637NIDA NIH HHS U01 DA051018
6 · The paper itself

Abstract

Background: Psychiatric disorders affect approximately 20% of adolescents in the United States and are both heritable and highly polygenic. Polygenic scores (PGSs) aggregate genetic risk across the genome and in doing so potentially capture multiple, distinct behavioral pathways. Among these, cognitive control and reward sensitivity are key constructs that have been found to be independently and jointly related to adolescent psychopathology. Methods: In this study, we used latent variables representing cognitive control and reward sensitivity (measured at baseline) as mediators between PGSs for internalizing, neurodevelopmental, and addiction-related psychopathology and observed psychopathology measured 2 years later in the ABCD (Adolescent Brain Cognitive Development) Study ( Results: Our findings show that most of the associations between PGSs and later psychopathology were accounted for by indirect effects through cognitive control and reward sensitivity; all of the associations between the addiction PGS and externalizing were accounted for by the indirect effects, but less of the internalizing PGS to internalizing pathway was accounted for by control and reward sensitivity. Multiple cognitive control factors significantly mediated the effects of PGSs on both internalizing and externalizing outcomes (indirect effects = 0.004-0.074). Reward sensitivity, specifically sensation seeking, uniquely mediated the association between the addiction PGS and later psychopathology, suggesting that addiction-related genetic risk may operate through pathways related to heightened reward responsiveness. Conclusions: Overall, these results indicate that PGSs for internalizing, neurodevelopmental, and addiction-related traits index multiple distinct behavioral mechanisms with specific relevance to adolescent psychopathology risk.

Indexed as

Executive functionExternalizingInternalizingPolygenic riskRewardSubstance use

Identifiers

PMID41852603
PMCPMC12993133

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Registered trials

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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.