Evidence map›Paper›PMID 38596747›Full record

ArticleTrends in neuroscience and education2018

Short-term cognitive training recapitulates hippocampal functional changes associated with one year of longitudinal skill development.

Miriam Rosenberg-Lee, Teresa Iuculano, Se Ri Bae, Jennifer Richardson, Shaozheng Qin, Dietsje Jolles, Vinod Menon

Open access · greenAbstract read
In one paragraph

Article in Trends in neuroscience and education, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed, 2 pooled it
2.9field-weighted citation impact, top 7% of its field
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

21 citing papers in PubMed, 2 syntheses or guidelines pooled it, 44 citations in OpenAlex.

  1. Foundational Number Sense Training Gains Are Predicted by Hippocampal-Parietal Circuits.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2022
    Pooled it
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  3. Review
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  6. Familial transmission of neural representations for mental arithmetic across two generations.Proceedings of the National Academy of Sciences of the United States of America · 2025
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  9. The Role of Environmental Chemicals in the Etiology of Learning Difficulties: A Novel Theoretical Framework.Mind, brain and education : the official journal of the International Mind, Brain, and Education Society · 2023
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  18. How Behavior Shapes the Brain and the Brain Shapes Behavior: Insights from Memory Development.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2021
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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

7 authors at 2 institutions in 2 countries.

Miriam Rosenberg-LeeDepartment of Psychiatry & Behavioral Sciences Stanford University School of Medicine, Stanford, CA 94304, United States.
Teresa IuculanoDepartment of Psychiatry & Behavioral Sciences Stanford University School of Medicine, Stanford, CA 94304, United States.
Se Ri BaeDepartment of Psychiatry & Behavioral Sciences Stanford University School of Medicine, Stanford, CA 94304, United States.
Jennifer RichardsonDepartment of Psychiatry & Behavioral Sciences Stanford University School of Medicine, Stanford, CA 94304, United States.
Shaozheng QinDepartment of Psychiatry & Behavioral Sciences Stanford University School of Medicine, Stanford, CA 94304, United States.
Dietsje JollesDepartment of Psychiatry & Behavioral Sciences Stanford University School of Medicine, Stanford, CA 94304, United States.
Vinod MenonDepartment of Psychiatry & Behavioral Sciences Stanford University School of Medicine, Stanford, CA 94304, United States.
Stanford University · USLeiden University · NL

Funding

Interventions in Math Learning Disabilities: Cognitive and Neural CorrelatesR01HD059205 · NICHD · STANFORD UNIVERSITY · PI Vinod Menon · 2009 to 2026
$10.8M
Longitudinal Neurocognitive Studies of Mathematical Disabilities: trajectories and outcomesR37HD094623 · NICHD · STANFORD UNIVERSITY · PI Vinod Menon · 2018 to 2026
$6.8M
Mathematical Cognition in Autism: A Cognitive and Systems Neuroscience ApproachR01MH084164 · NIMH · STANFORD UNIVERSITY · PI MENON, VINOD · 2011 to 2021
$6.7M
Longitudinal fMRI Studies of Mathematical DisabilitiesR01HD047520 · NICHD · STANFORD UNIVERSITY · PI MENON, VINOD · 2005 to 2014
$5.5M
Brain Systems Supporting Learning and Memory in Children with AutismK01MH101394 · NIMH · STANFORD UNIVERSITY · PI ROSENBERG-LEE, MIRIAM JUDITH · 2013 to 2016
$684k
NICHD NIH HHS R01 HD047520NICHD NIH HHS R01 HD059205NICHD NIH HHS R37 HD094623NIMH NIH HHS K01 MH101394NIMH NIH HHS R01 MH084164
6 · The paper itself

Abstract

Objective: A goal of developmental cognitive neuroscience is to uncover brain mechanisms underlying successful learning. While longitudinal studies capture brain changes following 'schooling as usual', short-term training studies can more directly link learning to brain changes. We investigated whether eight weeks of cognitive training recapitulates longitudinal changes in hippocampal engagement and connectivity. Methods: Nineteen children underwent a training program focused on improving arithmetic skills, along with fifteen children in a no-contact control group. Before and after training, or no-contact, both groups performed an arithmetic task during neuroimaging and a strategy assessment. Results: Training increased activity in the anterior hippocampus, and gains in memory-based strategies were associated with decreased lateral fronto-parietal activity and increased hippocampus-parietal connectivity. No changes were observed in the no-contact control group. Conclusions: Our results demonstrate that short-term training can recapitulate long-term neurodevelopmental changes accompanying learning and identifies plasticity of hippocampal responses as a common locus of cognitive skill development in children.

Identifiers

PMID38596747
PMCPMC11003737
OpenAlexW2776103510

What OpenQuestion holds

Textmetadata
LicenceTDM
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 OpenQuestion graph.