Evidence map›Paper›PMID 40833264›Full record

ArticleCerebral cortex (New York, N.Y. : 1991)2025

Generalized learning induced by training and tDCS is predicted by prefrontal cortical morphology.

Shane E Ehrhardt, Yohan Wards, Thomas B Shaw, Kelly G Garner, Steffen Bollmann, Jason B Mattingley, Paul E Dux, Hannah L Filmer

Abstract read
In one paragraph

Article in Cerebral cortex (New York, N.Y. : 1991), 2025. 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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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

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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

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

8 authors.

Shane E EhrhardtSchool of Psychology, The University of Queensland, McElwain Building, Campbell Road, St Lucia, 4072, QLD, Australia.ORCID 0000-0003-4944-3673
Yohan WardsSchool of Psychology, The University of Queensland, McElwain Building, Campbell Road, St Lucia, 4072, QLD, Australia.ORCID 0000-0002-8248-6344
Thomas B ShawCentre for Advanced Imaging, The University of Queensland, Building 57, Research Road, St Lucia, 4072, QLD, Australia.ORCID 0000-0003-2490-0532
Kelly G GarnerSchool of Psychology, The University of Queensland, McElwain Building, Campbell Road, St Lucia, 4072, QLD, Australia.ORCID 0000-0002-0690-6941
Steffen BollmannSchool of Electrical Engineering and Computer Science, The University of Queensland, Building 78, Staff House Road, St Lucia, 4072, QLD, Australia.ORCID 0000-0002-2909-0906
Jason B MattingleySchool of Psychology, The University of Queensland, McElwain Building, Campbell Road, St Lucia, 4072, QLD, Australia.ORCID 0000-0003-0929-9216
Paul E DuxSchool of Psychology, The University of Queensland, McElwain Building, Campbell Road, St Lucia, 4072, QLD, Australia.
Hannah L FilmerSchool of Psychology, The University of Queensland, McElwain Building, Campbell Road, St Lucia, 4072, QLD, Australia.ORCID 0000-0001-9005-8975

Funding

Australian Research Council DE190100299Australian Research Council DP180101885NHMRC Investigator GNT2010141
6 · The paper itself

Abstract

Brain stimulation shows promise as an intervention to enhance executive function, particularly when paired with cognitive training. To optimize such approaches, we must understand the potential role of individual differences in intervention outcomes. We investigated the combined effects of multi-session multitasking training and prefrontal transcranial direct current stimulation (tDCS) on generalization of performance benefits, focusing on how cortical morphology predicts performance improvements. One hundred seventy-eight individuals underwent 7 Tesla MRI before completing multisession training with online stimulation. A cognitive task battery assessed improvements in trained and untrained tasks pre- and post-training. Stimulating the left or right prefrontal cortex at 1 mA during multitasking training enhanced transfer to a visual search task. Critically, cortical morphology predicted stimulation efficacy for inducing transfer. Cortical thickness in regions beneath the stimulating anode was related to reaction time changes in the most difficult visual search condition but only for the left and right 1 mA multitasking training groups. Performance was not related to cortical thickness for the groups receiving sham stimulation, 2 mA stimulation, or 1 mA stimulation with a control training task. These results highlight the importance of individual anatomical differences in modulating tDCS efficacy and identifying specific neuroanatomical features that predict generalized performance gains from combining tDCS with cognitive training.

Indexed as

Generalization, PsychologicalLearningPrefrontal CortexTranscranial Direct Current StimulationAdolescentAdultExecutive FunctionFemaleHumansMagnetic Resonance ImagingMaleYoung Adultcognitive trainingcortical thicknessdecision-makingdosetDCStransferultra-high field MRIvisual search

Identifiers

PMID40833264
PMCPMC12365975

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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.