Evidence map›Paper›PMID 41171530›Full record

ArticleCognitive processing2026

Human short-term memory learning based on dynamic glutamate levels and oscillatory activities: concurrent metabolic and electrophysiological studies using event-related functional-MRS and EEG modalities.

Hossein Mohammadi, Shahriyar Jamshidi Zargaran, Hassan Khajehpour, Iman Adibi, Abbas Rahimiforoushani, Shaghayegh Karimi, Nasim Dadashi Serej, Nader Riyahi Alam

Abstract read
PubMed Publisher
In one paragraph

Article in Cognitive processing, 2026. 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.

Hossein MohammadiDepartment of Bioimaging, School of Advanced Technologies in Medicine, Isfahan University of Medical Sciences (IUMS), Isfahan, Iran.ORCID http://orcid.org/0000-0002-3685-4345
Shahriyar Jamshidi ZargaranDepartment of Bioimaging, School of Advanced Technologies in Medicine, Isfahan University of Medical Sciences (IUMS), Isfahan, Iran.
Hassan KhajehpourMultimodal Functional Imaging Lab, Department of Physics and PERFORM Centre, Concordia University, Montreal, Quebec, Canada.ORCID http://orcid.org/0009-0002-1165-4870
Iman AdibiDepartment of Neurology, School of Medicine, Isfahan University of Medical Sciences (IUMS), Isfahan, Iran.ORCID http://orcid.org/0000-0003-4409-9404
Abbas RahimiforoushaniDepartment of Epidemiology & Biostatistics, School of Public Health, Tehran University of Medical Sciences (TUMS), Tehran, Iran.ORCID http://orcid.org/0000-0003-2443-7218
Shaghayegh KarimiDepartment of Medical Physics & Biomedical Engineering, School of Medicine, Tehran University of Medical Sciences (TUMS), Tehran, Iran.ORCID http://orcid.org/0000-0003-0322-2269
Nasim Dadashi SerejDepartment of Bioimaging, School of Advanced Technologies in Medicine, Isfahan University of Medical Sciences (IUMS), Isfahan, Iran. nasim.dadashiserej@uwl.ac.uk.ORCID http://orcid.org/0000-0002-2898-1926
Nader Riyahi AlamDepartment of Medical Physics & Biomedical Engineering, School of Medicine, Tehran University of Medical Sciences (TUMS), Tehran, Iran. riahialam@gmail.com.ORCID http://orcid.org/0000-0001-9260-4001

Funding

Isfahan University of Medical Sciences 3400708
6 · The paper itself

Abstract

Short-term memory (STM) temporarily stores sensory information, critical for synaptic plasticity, memory, and learning, and is regulated by the glutamate-gated NMDA receptor. While the frontal and parieto-occipital cortices have been implicated in STM, the electrochemical dynamics of the right hemisphere under cognitive loads remain underexplored. Utilizing a novel fMRS-EEG approach, we concurrently investigated the metabolic and electrophysiological dynamics of STM for the first time. Fourteen healthy right-handed participants (mean age = 30.64 ± 4.49; 5 females) engaged in a modified Sternberg task with two, four, and six letters. We quantified Glutamate/total-creatine (Glu/tCr) in the right dorsolateral prefrontal cortex (DLPFC) and parieto-occipital regions using LCModel. Concurrently, EEG oscillatory activities were recorded over these areas, focusing on glutamate levels and related electrical activities. Increased Glu/tCr ratios were noted with higher memory loads in the DLPFC (25%, p = 0.018) and parieto-occipital cortex (29.6%, p = 0.046). Gamma activity rose with glutamate levels (DLPFC: F(3,39) = 5.93, p = 0.005; parieto-occipital: F(3,39) = 9.23, p < 0.001), while alpha power was suppressed in the parieto-occipital region (F(3,39) = 6.22, p = 0.022). Theta oscillations correlated positively with Glu/tCr in the DLPFC (r = 0.317, p = 0.017) and negatively in the parieto-occipital (r = - 0.576, p < 0.001). Our findings reveal a significant interplay between glutamate metabolism and neuronal oscillations during STM, emphasizing the roles of the right DLPFC and parieto-occipital regions, which may inform hypotheses about the mechanisms underlying learning. However, we did not measure consolidation, and causal claims about synaptic plasticity are not warranted.

Indexed as

Brain WavesDorsolateral Prefrontal CortexGlutamic AcidMemory, Short-TermOccipital LobeAdultElectroencephalographyFemaleHumansMagnetic Resonance SpectroscopyMaleYoung AdultGlutamic AcidFunctional event-related MRS (fMRS)Glutamate levelsMetabolic brain mappingNeurons electrical activityShort-term memory-learningVolume & source localization

Identifiers

What OpenQuestion holds

Textmetadata
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.