Evidence map›Paper›PMID 41045039›Full record

ArticleHuman brain mapping2025

Similarity in Early Life Stress Exposure Is Associated With Similarity in Neural Representations in Early Adulthood.

Miro Ilomäki, Jallu Lindblom, Marjo Flykt, Mervi Vänskä, Raija-Leena Punamäki, Patrik Wikman

Abstract read
In one paragraph

Article in Human brain mapping, 2025. 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

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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
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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

6 authors.

Miro IlomäkiDepartment of Psychology, University of Helsinki, Helsinki, Finland.ORCID 0000-0003-3218-8290
Jallu LindblomFaculty of Social Sciences/Psychology, Tampere University, Tampere, Finland.
Marjo FlyktDepartment of Psychology, University of Helsinki, Helsinki, Finland.
Mervi VänskäFaculty of Social Sciences/Psychology, Tampere University, Tampere, Finland.
Raija-Leena PunamäkiFaculty of Social Sciences/Psychology, Tampere University, Tampere, Finland.
Patrik WikmanDepartment of Psychology, University of Helsinki, Helsinki, Finland.

Funding

Academy of Finland 323845Academy of Finland 3266413Finnish Brain FoundationJenny and Antti Wihuri FoundationSigne and Ane Gyllenberg FoundationUniversity of Helsinki
6 · The paper itself

Abstract

Early life stress (ELS) has profound implications for developmental trajectories, yet the neural mechanisms underlying its long-term effects remain incompletely understood. In the present study, we examined whether interindividual similarity in ELS exposure aligns with similarity in neural representations and behavioral task performance in early adulthood. Leveraging a 20-year longitudinal dataset of Finnish families, we evaluated 87 young adults who underwent functional magnetic resonance imaging (fMRI) during an emotional go/no-go task. Intersubject representational similarity analysis (IS-RSA) was used to assess the associations between pairwise similarities in prospectively or retrospectively measured ELS, neural representations in 360 cortical regions, and task performance. We incorporated multidimensional scaling and Procrustes analysis to visualize interindividual differences in neural representational spaces. Prospective ELS-but not Retrospective ELS-was significantly associated with neural representational similarity across 40 cortical regions, including the anterior insula, frontal operculum, and anterior cingulate cortex. These findings highlight the systematic and chronic effects of more moderate ELS on brain development and emphasize the value of prospective measurements and advanced similarity analyses in capturing the nuanced influences of ELS. By integrating spatial and shape analytical techniques, the present study provides new insights into the long-term neurobiological correlates of ELS and introduces novel methodological tools for neurodevelopmental research.

Indexed as

Adverse Childhood ExperiencesCerebral CortexExecutive FunctionPsychomotor PerformanceStress, PsychologicalAdolescentAdultBrain MappingFemaleFinlandHumansLongitudinal StudiesMagnetic Resonance ImagingMaleYoung Adultearly life stressintersubject similarityneuroimagingprocrustesrepresentational similarity

Identifiers

PMID41045039
PMCPMC12495272

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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.