Evidence map›Paper›PMID 40895835›Full record

ArticleBiological psychiatry global open science2025

Neurocognitive Biotypes of Risk and Resilience for Mood Disorders in Adolescents: Insights From Behavioral and Graph-Theoretic Network Markers.

Ambra Coccaro, Ziwei Cheng, Luka Ruzic, Amelia D Moser, Jenna Jones, Elena C Peterson, Elisa F Stern, Naomi P Friedman, Roselinde H Kaiser

Abstract read
In one paragraph

Article in Biological psychiatry global open science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

9 authors.

Ambra CoccaroInstitute of Cognitive Science, University of Colorado Boulder, Boulder, Colorado.
Ziwei ChengDepartment of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado.
Luka RuzicInstitute of Cognitive Science, University of Colorado Boulder, Boulder, Colorado.
Amelia D MoserInstitute of Cognitive Science, University of Colorado Boulder, Boulder, Colorado.
Jenna JonesInstitute of Cognitive Science, University of Colorado Boulder, Boulder, Colorado.
Elena C PetersonInstitute of Cognitive Science, University of Colorado Boulder, Boulder, Colorado.
Elisa F SternInstitute of Cognitive Science, University of Colorado Boulder, Boulder, Colorado.
Naomi P FriedmanDepartment of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado.
Roselinde H KaiserInstitute of Cognitive Science, University of Colorado Boulder, Boulder, Colorado.

Funding

Biotyping Mood Health in Late Adolescence: Neurocognitive Dimensions and Stress PathwaysR01MH117131 · NIMH · UNIVERSITY OF COLORADO · PI KAISER, ROSELINDE H · 2020 to 2023
$2.5M
NIMH NIH HHS R01 MH117131
6 · The paper itself

Abstract

Background: Adolescence is a developmental period of increased prevalence of mood disorders, but identifying adolescents who are at risk for or resilient to mood pathology remains a clinical challenge. In the current study, we addressed this challenge by evaluating multidimensional profiles of neurocognitive functioning (biotypes) that may confer vulnerability or protect against psychopathology. Biotypes were derived from neurocognitive data and identified as being resilient or high risk based on their association with future symptoms. Methods: Adolescents ( Results: Biotype 1 (high executive functions, balanced integration/segregation of functional brain networks) was resilient: adolescents in this biotype reported low symptom variability, even under heightened life stress. Adolescents in biotype 2 (poor executive functions, low frontoparietal modularity) reported higher variability in symptoms of mania/hypomania overall. Adolescents in biotype 3 (mixed reward sensitivity, high overall network modularity) reported high variability in symptoms of anhedonia and mania/hypomania, if also reporting heightened life stress. Adolescents in biotype 4 (blunted reward decision processing, hyperconnected networks) reported high variability in symptoms of anhedonia, if also reporting heightened life stress. Conclusions: Neurocognitive biotypes may identify adolescents who are resilient to, or at risk for, mood pathology.

Indexed as

AdolescenceExecutive functionsGraph theoryMood disordersResilienceReward sensitivityRisk

Identifiers

PMID40895835
PMCPMC12390931

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.