Evidence map›Paper›PMID 40781139›Full record

ArticleScientific reports2025

Metabolic alterations associated with epileptic seizures detected by NMR spectroscopy.

Juan C Avalos, Leonardo Pellizza, Martin Aran

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. LongitudinalFrontiers in molecular biosciences · 2026
    Article
  8. Review
  9. Review
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

3 authors.

Juan C Avalos *Hospital Italiano de Buenos Aires, Gral. Juan Domingo Perón 4190, C1199ABB, Buenos Aires, CABA, Argentina.
Leonardo Pellizza *Laboratorio de Resonancia Magnética Nuclear, Fundación Instituto Leloir, IIBBA- CONICET, Av. Patricias Argentinas 435, C1405BWE, Buenos Aires, CABA, Argentina.
Martin AranLaboratorio de Resonancia Magnética Nuclear, Fundación Instituto Leloir, IIBBA- CONICET, Av. Patricias Argentinas 435, C1405BWE, Buenos Aires, CABA, Argentina. maran@leloir.org.ar.

Funding

Argentine Agency for Scientific and Technological Promotion 2019-033
6 · The paper itself

Abstract

Epilepsy affects over 50 million individuals worldwide. Despite the availability of anti-seizure medications, approximately 30% of patients remain drug-resistant, emphasizing the pressing need for alternative therapeutic strategies. In recent years, NMR-based metabolomics has emerged as a robust platform to investigate metabolic disturbances in neurological disorders, potentially improving diagnostic precision and explore individualized treatment options.In this study, we analysed serum metabolomics profiles from 32 patients with epilepsy, evaluated both at baseline and shortly after seizure episodes, and 28 healthy controls. Using an untargeted NMR-based metabolomics approach combined with multivariate and statistical analyses, we identified significant metabolic alterations and assessed their diagnostic potential. A total of 14 metabolites differed significantly between patients and controls. Among these, citrate, glutamate, proline, 3-methyl-2-oxovalerate, and glucose showed strong potential as biomarkers. Post-seizure samples revealed alterations in seven metabolites, including hippurate, pyroglutamate, isovalerate, creatinine, threonine, 3-methyl-2-oxovalerate, and 2-oxoisocaproate. Notably, we observed distinct metabolic signatures distinguishing focal from generalized seizures.To our knowledge, this is the first comprehensive serum metabolomics study using NMR to evaluate both basal and post-seizure states in epilepsy. Our findings highlight key alterations in energy metabolism, oxidative stress, and amino acid pathways, offering promising leads for improving clinical assessment and tailoring therapeutic strategies in epilepsy care.

Indexed as

EpilepsyMetabolomeMetabolomicsSeizuresAdolescentAdultBiomarkersCase-Control StudiesFemaleHumansMagnetic Resonance SpectroscopyMaleMiddle AgedYoung AdultBiomarkersBiomarkersEpilepsyNMR-metabolomicsSeizure-specific metabolic signatures

Identifiers

PMID40781139
PMCPMC12334711

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Registered trials

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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.