Evidence map›Paper›PMID 40184423›Full record

ArticlePLoS computational biology2025

Seizure and redox rescue in a model of glucose transport deficiency.

Jay S Coggan, Polina Shichkova, Henry Markram, Daniel Keller

Abstract read
In one paragraph

Article in PLoS computational biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Article
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

4 authors.

Jay S CogganBlue Brain Project, EPFL: École Polytechnique Fédérale de Lausanne, Geneva, Switzerland.ORCID 0000-0002-2270-1989
Polina ShichkovaBlue Brain Project, EPFL: École Polytechnique Fédérale de Lausanne, Geneva, Switzerland.ORCID 0000-0002-2574-1732
Henry MarkramBlue Brain Project, EPFL: École Polytechnique Fédérale de Lausanne, Geneva, Switzerland.
Daniel KellerBlue Brain Project, EPFL: École Polytechnique Fédérale de Lausanne, Geneva, Switzerland.

Funding

Swiss Federal Institutes of Technology
6 · The paper itself

Abstract

Disruptions of energy supply to the brain are associated with many neurodegenerative pathologies and are difficult to study due to numerous interlinked metabolic pathways. We explored the effects of diminished energy supply on brain metabolism using a computational model of the neuro-glia-vasculature ensemble, in the form of a neuron, an astrocyte and local blood supply. As a case study, we investigated the glucose transporter type-1 deficiency syndrome (GLUT1-DS), a childhood affliction characterized by impaired glucose utilization and associated with phenotypes including seizures. Compared to neurons, astrocytes exhibited markedly higher metabolite concentration variabilities for all but a few redox species. This effect could signal a role for astrocytes in absorbing the shock of blood nutrient fluctuations. Redox balances were disrupted in GLUT1-DS with lower levels of reducing equivalent carriers NADH and ATP. The best non-glucose nutrient or pharmacotherapies for re-establishing redox normalcy involved lactate, the keto-diet (β-hydroxybutyrate), NAD and Q10 supplementation, suggesting a possible glucose sparing mechanism. GLUT1-DS seizures resulted from after-discharge neuronal firing caused by post-stimulus ATP reductions and impaired Na+/K+-ATPase, which can be rescued by restoring either normal glucose or by relatively small increases in neuronal ATP.

Indexed as

Carbohydrate Metabolism, Inborn ErrorsGlucoseModels, NeurologicalSeizuresAstrocytesBrainComputational BiologyComputer SimulationGlucose Transporter Type 1HumansMonosaccharide Transport ProteinsNADNeuronsOxidation-ReductionGlucoseGlucose Transporter Type 1Monosaccharide Transport ProteinsNAD

Identifiers

PMID40184423
PMCPMC12002639

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.