Evidence map›Paper›PMID 42100879›Full record

ArticlePsychological medicine2026

Childhood environment clusters reveal heterogeneous associations between large-scale brain networks and youth mental health symptoms.

Felicia A Hardi, Taylor J Keding, Bailey Holt-Gosselin, Elizabeth V Goldfarb, Dylan G Gee

Abstract read
In one paragraph

Article in Psychological medicine, 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

5 authors.

Felicia A Hardihttps://ror.org/03v76x132Yale University, USA.ORCID 0000-0002-3975-9159
Taylor J Kedinghttps://ror.org/03v76x132Yale University, USA.ORCID 0000-0002-0507-6712
Bailey Holt-Gosselinhttps://ror.org/03v76x132Yale University, USA.
Elizabeth V Goldfarbhttps://ror.org/03v76x132Yale University, USA.ORCID 0000-0001-9869-7771
Dylan G Geehttps://ror.org/03v76x132Yale University, USA.ORCID 0000-0002-3685-2710

Funding

ABCD-USA: NYC Research ProjectU01DA041174 · NIDA · YALE UNIVERSITY · PI Arielle Ryan Baskin-Sommers, Betty J Casey · 2015 to 2026
$19.7M
NIDA NIH HHS U01DA041174Society of Clinical Child and Adolescent Psychology
6 · The paper itself

Abstract

backgroundYouth mental health and brain development are profoundly shaped by highly heterogeneous childhood environments. However, research often operates under the assumption that neural networks linked to psychopathology function in the same way across different individuals, with limited consideration of how brain-behavior associations themselves may vary across environmental contexts. This poses challenges for identifying the precise neural correlates of risk or resilience to psychopathology.

methodsIn a large, longitudinal sample (

resultsChild environment groups differed in mental health symptoms, as well as the links between large-scale functional network connectivity and symptoms. Youth exposed to high trauma and familial risk showed the highest symptom levels over time compared to those youth in low-risk or economically disadvantaged environments. Moreover, youth in the high trauma and familial risk group showed stronger functional connectivity between the salience and frontoparietal networks with increased symptoms, whereas youth in the high disadvantage group showed the opposite pattern. Notably, these brain and mental health associations were not observed when examined across the entire sample, and group differences were more pronounced in female and older youth.

conclusionsThe same neural patterns of functional network connectivity can have different implications for mental health depending on the environment. These findings highlight the importance of context-sensitive approaches for developing personalized interventions in supporting youth mental health.

Indexed as

Adverse Childhood ExperiencesBrainConnectomeMental DisordersNerve NetSocial EnvironmentAdolescentChildFemaleHumansLongitudinal StudiesMagnetic Resonance ImagingMalebrain networkschildhood adversityclustering analysisenvironmentheterogeneitymental health trajectoriesneural correlatesperson-centeredtripartite networkyouth internalizing and externalizing

Identifiers

PMID42100879
PMCPMC13161815

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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 Socratic graph.