Evidence map›Paper›PMID 40576619›Full record

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

Distinct neurochemical predictors for different phases of decision-making learning.

Matilda Gordon, Shane Ehrhardt, Reuben Rideaux, Małgorzata Marjańska, Dinesh Deelchand, Zeinab Eftekhari, 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.

0numbers the graph read from it
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

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

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.

Matilda GordonSchool of Psychology, The University of Queensland, Campbell Road, St Lucia, Brisbane, QLD 4072, Australia.
Shane EhrhardtSchool of Psychology, The University of Queensland, Campbell Road, St Lucia, Brisbane, QLD 4072, Australia.
Reuben RideauxSchool of Psychology, The University of Sydney, A18 Manning Rd, Camperdown, NSW 2050, Australia.
Małgorzata MarjańskaCenter for Magnetic Resonance Research, Department of Radiology, University of Minnesota, 2021 6th St SE, Minneapolis, MN 55455, United States.
Dinesh DeelchandCenter for Magnetic Resonance Research, Department of Radiology, University of Minnesota, 2021 6th St SE, Minneapolis, MN 55455, United States.
Zeinab EftekhariCentre for Advanced Imaging, The University of Queensland, Building 57, University Drive, Brisbane, QLD 4072, Australia.
Paul E DuxSchool of Psychology, The University of Queensland, Campbell Road, St Lucia, Brisbane, QLD 4072, Australia.
Hannah L FilmerSchool of Psychology, The University of Queensland, Campbell Road, St Lucia, Brisbane, QLD 4072, Australia.

Funding

TRD4 - Ultrahigh Field Engineering and SafetyP41EB027061 · NIBIB · UNIVERSITY OF MINNESOTA · PI Gregory John Metzger · 2019 to 2026
$11.7M
Institutional Center Cores for Advanced NeuroimagingP30NS076408 · NINDS · UNIVERSITY OF MINNESOTA · PI UGURBIL, KAMIL · 2012 to 2020
$4.2M
ARC Discovery Early Career Researcher Award DE190100299ARC Future Fellowship FT240100230AUSMURI RG231378Australian Research Council DP210101977Earmarked Research Training Program Stipend via The University of Queensland attached to an ARC Discovery Grant DP210101977NIBIB NIH HHS P41 EB027061NIH HHS P30 NS076408NIH HHS P41 EB027061
6 · The paper itself

Abstract

Fast and accurate sensory-motor mapping is characteristic of successful interaction with our environment and decision-making. Learning is crucial for the development of decision-making processes and has been linked to the balance of excitatory (glutamate) and inhibitory (γ-aminobutyric acid [GABA]) neurochemicals in the cortex. However, learning is not a unitary phenomenon and occurs across time. How neurochemical concentrations are involved, and the role of interventions like transcranial direct current stimulation (tDCS) remains unclear. The efficacy of tDCS to modulate learning has been linked to baseline concentrations of GABA and glutamate, and stimulation may influence neurochemical concentrations. Here, we assessed how neurochemical balance is associated with tDCS modulations to early- and later-phase sensory-motor learning using in vivo 7T ultra-high field magnetic resonance spectroscopy of the right motor cortex (M1), right intraparietal sulcus (IPS), and left prefrontal cortex. A single-dual task paradigm assessed performance immediately post (early learning) and 20 min post (later learning) offline cathodal stimulation to the left prefrontal cortex. tDCS modulations to learning were associated with neurochemical balance in right IPS during early learning, which shifted to right M1 for later learning. These findings elucidate the neurochemical mechanisms at play as sensory-response mappings shift from executive to motoric operations.

Indexed as

Decision Makinggamma-Aminobutyric AcidLearningMotor CortexPrefrontal CortexAdultFemaleGlutamic AcidHumansMagnetic Resonance ImagingMagnetic Resonance SpectroscopyMaleParietal LobeTranscranial Direct Current StimulationYoung Adultgamma-Aminobutyric AcidGlutamic AcidIPSlearningM1MRStDCS

Identifiers

PMID40576619
PMCPMC12203799

What OpenQuestion holds

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LicenceCC BY-NC
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.