Evidence map›Paper›PMID 41145886›Full record

ArticleNature neuroscience2025

Longitudinal measures of monkey brain structure and activity through adolescence predict cognitive maturation.

Junda Zhu, Clément M Garin, Xue-Lian Qi, Anna Machado, Zhengyang Wang, Suliann Ben Hamed, Terrence R Stanford, Emilio Salinas, Christopher T Whitlow, Adam W Anderson and 4 more

Abstract read
In one paragraph

Article in Nature neuroscience, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Trajectories of Response Inhibition Development in Adolescence.bioRxiv : the preprint server for biology · 2026
    Article
  2. Prefrontal Mechanisms of Rule Learning.bioRxiv : the preprint server for biology · 2026
    Article
  3. Article
  4. Article
  5. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors.

Junda Zhu *Program in Neuroscience, Vanderbilt University, Nashville, TN, USA.ORCID http://orcid.org/0000-0002-0221-5289
Clément M Garin *Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA.ORCID http://orcid.org/0000-0003-0712-7330
Xue-Lian QiDepartment of Translational Neuroscience, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
Anna MachadoDepartment of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA.ORCID http://orcid.org/0009-0007-5195-5172
Zhengyang WangProgram in Neuroscience, Vanderbilt University, Nashville, TN, USA.
Suliann Ben HamedInstitut des Sciences Cognitives Marc Jeannerod, UMR5229 CNRS Université de Lyon, Bron, France.ORCID http://orcid.org/0000-0003-1510-7284
Terrence R StanfordDepartment of Translational Neuroscience, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
Emilio SalinasDepartment of Translational Neuroscience, Wake Forest University School of Medicine, Winston-Salem, NC, USA.ORCID http://orcid.org/0000-0001-7411-5693
Christopher T WhitlowDepartment of Radiology, Wake Forest University School of Medicine, Winston-Salem, NC, USA.ORCID http://orcid.org/0000-0003-2392-8293
Adam W AndersonDepartment of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA.
Xin Maizie ZhouDepartment of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA.
Finnegan J CalabroDepartment of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA.
Beatriz LunaDepartment of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA.
Christos ConstantinidisProgram in Neuroscience, Vanderbilt University, Nashville, TN, USA. Christos.Constantinidis.1@vanderbilt.edu.ORCID http://orcid.org/0000-0001-7441-022X

Funding

Overall: Eunice Kennedy Shriver Intellectual and Developmental Disabilities Research Center at VanderbiltP50HD103537 · NICHD · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Jeffrey L Neul · 2020 to 2026
$10.3M
Neurophysiology of Working Memory Maturation in AdolescenceR01MH116675 · NIMH · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI CONSTANTINIDIS, CHRISTOS, WHITLOW, CHRISTOPHER T · 2018 to 2022
$2.4M
Neurophysiology of cognitive development and response inhibitionR01MH117996 · NIMH · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI CONSTANTINIDIS, CHRISTOS · 2018 to 2022
$2.1M
NICHD NIH HHS P50 HD103537NIMH NIH HHS R01 MH116675NIMH NIH HHS R01 MH117996
6 · The paper itself

Abstract

In humans and other primates, adolescence is associated with improvement in cognitive abilities and with changes in brain structure and connectivity. However, how these changes affect neural activity underlying cognitive performance remains unknown. Here we conducted a multilevel, longitudinal study of monkey adolescent neurocognitive development by tracking behavior, neuronal activity and anatomical imaging measures. The trajectory of prefrontal neural activity accounted well for working memory improvements. Complex aspects of activity changed progressively during adolescence, but even simpler attributes, such as baseline rate and variability, had predictive power over behavior. Trajectories of neural activity and cognitive performance were well predicted by maturation of long-distance white matter tracts linking the frontal lobe with other brain areas but, surprisingly, not by decreases in brain volume and thickness, which underlie cognitive changes in humans. Our results link white matter maturation to neural activity changes in adolescent cognitive development.

Indexed as

BrainCognitionAnimalsBrain MappingFemaleLongitudinal StudiesMacaca mulattaMagnetic Resonance ImagingMaleMemory, Short-TermWhite Matter

Identifiers

PMID41145886
PMCPMC12586175

What OpenQuestion holds

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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.