Evidence map›Paper›PMID 42522230›Full record

ArticlePsychological medicine2026

From behavioral profiles to neural scaffolds: cortico-striatal integrity predicts longitudinal stability and transition in psychological adaptability during early adulthood.

Jingzhen He, Haichao Zhao, Xu Lei, Jiang Qiu, Liang Chen, Tingyong Feng, Hong Chen, Ofir Turel, Qinghua He

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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.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Jingzhen HeFaculty of Psychology, MOE Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China.ORCID 0000-0001-5000-2168
Haichao ZhaoFaculty of Psychology, MOE Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China.ORCID 0000-0003-0396-1707
Xu LeiFaculty of Psychology, MOE Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China.ORCID 0000-0003-2271-1287
Jiang QiuFaculty of Psychology, MOE Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China.
Liang ChenFaculty of Psychology, MOE Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China.
Tingyong FengFaculty of Psychology, MOE Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China.
Hong ChenFaculty of Psychology, MOE Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China.
Ofir TurelSchool of Computing and Information Systems, The University of Melbourne, Parkville, Victoria, Australia.ORCID 0000-0002-6374-6382
Qinghua HeFaculty of Psychology, MOE Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China.ORCID 0000-0001-6396-6273

Funding

National Natural Science Foundation of China 31972906
6 · The paper itself

Abstract

backgroundPsychological adaptability hinges on the dynamic balance between cognitive regulation (self-control) and emotional reactivity (impulsivity, reward/punishment sensitivity). However, traditional variable-centered approaches often fail to capture how these traits holistically co-occur, and the neural architectures predicting their longitudinal transitions in early adulthood remain under-explored.

methodsThis longitudinal study (

resultsLPA delineated three distinct baseline profiles: Adaptive, Moderate, and Maladaptive. NBS analysis revealed that the 'Adaptive' profile is underpinned by robust cortico-striatal functional connectivity, integrating the medial prefrontal cortex and striatum. Longitudinally, initial regression models demonstrated that the baseline integrity of this circuit prospectively predicted behavioral adaptation at the 2-year follow-up. Furthermore, hierarchical regression and formal interaction analyses confirmed that this cortico-striatal circuit provided significant incremental predictive validity - above and beyond massive baseline behavioral stability - specifically in males.

conclusionsThese findings highlight cortico-striatal integration as a significant, gender-specific prospective predictor of longitudinal adaptation. By bridging person-centered profiling with network neuroscience, this study elucidates the neural correlates supporting future adaptive functioning and psychological resilience during the early adult transition.

Indexed as

Adaptation, PsychologicalCorpus StriatumPrefrontal CortexAdultConnectomeFemaleHumansImpulsive BehaviorLongitudinal StudiesMagnetic Resonance ImagingMaleRewardYoung Adultcortico-striatal circuitlatent profile analysisnetwork-based statisticpsychological adaptabilityresting-state fMRI

Identifiers

PMID42522230
PMCPMC13439254

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LicenceCC BY-NC-ND
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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.