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

作者信息

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

机构信息

Institute of Cognitive Science, University of Colorado Boulder, Boulder, Colorado.

Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado.

出版信息

Biol Psychiatry Glob Open Sci. 2025 Jul 8;5(6):100563. doi: 10.1016/j.bpsgos.2025.100563. eCollection 2025 Nov.


DOI:10.1016/j.bpsgos.2025.100563
PMID:40895835
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12390931/
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 ( = 146; 13-21 years, 66% first-degree familial history of mood disorders) completed behavioral tests and magnetic resonance imaging at baseline. Biotypes were derived using cluster analysis on measures of reward sensitivity and executive functioning. Over 2 years, participants reported on subjective life stress and symptoms of anhedonia or mania/hypomania. Regression analyses were used to test biotype differences in symptom variability (lability in mood symptoms) and life stress as a moderator of biotype-related differences. 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.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d878/12390931/4377c9763be1/gr5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d878/12390931/91348a21dd05/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d878/12390931/bc8926e67396/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d878/12390931/d210698ed830/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d878/12390931/de7fff75123c/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d878/12390931/4377c9763be1/gr5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d878/12390931/91348a21dd05/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d878/12390931/bc8926e67396/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d878/12390931/d210698ed830/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d878/12390931/de7fff75123c/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d878/12390931/4377c9763be1/gr5.jpg

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本文引用的文献

[1]
Default Mode and Frontoparietal Network Dynamics: Associations with Familial Risk for Depression and Stress Sensitivity.

J Mood Anxiety Disord. 2023-6

[2]
Neurocognitive risk phenotyping to predict mood symptoms in adolescence.

J Psychopathol Clin Sci. 2024-1

[3]
Distinct neurofunctional alterations during motivational and hedonic processing of natural and monetary rewards in depression - a neuroimaging meta-analysis.

Psychol Med. 2024-3

[4]
Reinforcement learning and working memory in mood disorders: A computational analysis in a developmental transdiagnostic sample.

J Affect Disord. 2024-1-1

[5]
An overview of clustering methods with guidelines for application in mental health research.

Psychiatry Res. 2023-9

[6]
Mood Symptom Dimensions and Developmental Differences in Neurocognition in Adolescence.

Clin Psychol Sci. 2023-3

[7]
Amygdala and nucleus accumbens activation during reward anticipation moderates the association between life stressor frequency and depressive symptoms.

J Affect Disord. 2023-6-1

[8]
Hierarchical functional system development supports executive function.

Trends Cogn Sci. 2023-2

[9]
Neural markers of familial risk for depression - A systematic review.

Dev Cogn Neurosci. 2022-12

[10]
Acute stress promotes brain network integration and reduces state transition variability.

Proc Natl Acad Sci U S A. 2022-6-14

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