Evidence map›Paper›PMID 35598439›Full record

Observational studyEBioMedicine2022

Higher levels of Bifidobacteria and tumor necrosis factor in children with drug-resistant epilepsy are associated with anti-seizure response to the ketogenic diet.

Maria Dahlin, Stephanie S Singleton, John A David, Atin Basuchoudhary, Ronny Wickström, Raja Mazumder, Stefanie Prast-Nielsen

Open access · goldAbstract readObservational Study
In one paragraph

Observational study in EBioMedicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 2 pooled it
6.2field-weighted citation impact, top 2% of its field
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

32 citing papers in PubMed, 2 syntheses or guidelines pooled it, 55 citations in OpenAlex.

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  11. The Interplay between the Gut and Ketogenic Diets in Health and Disease.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Review
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  13. Effects ofNutrients · 2025
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors at 4 institutions in 2 countries.

Maria DahlinNeuropediatric Department, Astrid Lindgren Children's Hospital, Karolinska Hospital, Stockholm, Sweden.
Stephanie S SingletonSchool of Medicine and Health Sciences, Department of Biochemistry and Molecular Medicine, The George Washington University, HIVE Lab, Washington, D.C. 20037, USA.
John A DavidDepartment of Applied Mathematics, Virginia Military Institute, Lexington, VA 24450, USA.
Atin BasuchoudharyDepartment of Applied Mathematics, Virginia Military Institute, Lexington, VA 24450, USA.
Ronny WickströmNeuropediatric Department, Astrid Lindgren Children's Hospital, Karolinska Hospital, Stockholm, Sweden.
Raja MazumderSchool of Medicine and Health Sciences, Department of Biochemistry and Molecular Medicine, The George Washington University, HIVE Lab, Washington, D.C. 20037, USA.
Stefanie Prast-NielsenCentre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden. Electronic address: stefanie.prast-nielsen@ki.se.
George Washington University · USKarolinska University Hospital · SEVirginia Military Institute · USKarolinska Institutet · SE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRecently, studies have suggested a role for the gut microbiota in epilepsy. Gut microbial changes during ketogenic diet (KD) treatment of drug-resistant epilepsy have been described. Inflammation is associated with certain types of epilepsy and specific inflammation markers decrease during KD. The gut microbiota plays an important role in the regulation of the immune system and inflammation.

methods28 children with drug-resistant epilepsy treated with the ketogenic diet were followed in this observational study. Fecal and serum samples were collected at baseline and three months after dietary intervention.

findingsWe identified both gut microbial and inflammatory changes during treatment. KD had a general anti-inflammatory effect. Novel bioinformatics and machine learning approaches identified signatures of specific Bifidobacteria and TNF (tumor necrosis factor) associated with responders before starting KD. During KD, taxonomic and inflammatory profiles between responders and non-responders were more similar than at baseline.

interpretationOur results suggest that children with drug-resistant epilepsy are more likely to benefit from KD treatment when specific Bifidobacteria and TNF are elevated. We here present a novel signature of interaction of the gut microbiota and the immune system associated with anti-epileptic response to KD treatment. This signature could be used as a prognostic biomarker to identify potential responders to KD before starting treatment. Our findings may also contribute to the development of new anti-seizure therapies by targeting specific components of the gut microbiota.

fundingThis study was supported by the Swedish Brain Foundation, Margarethahemmet Society, Stiftelsen Sunnerdahls Handikappfond, Linnea & Josef Carlssons Foundation, and The McCormick Genomic & Proteomic Center.

Indexed as

Diet, KetogenicDrug Resistant EpilepsyEpilepsyBifidobacteriumChildHumansInflammationProteomicsTreatment OutcomeTumor Necrosis FactorsTumor Necrosis FactorsBifidobacteriumBioinformaticsEpilepsyGut microbiotaInflammationKetogenic dietMachine learningOmicsTNF

Identifiers

PMID35598439
PMCPMC9126955
OpenAlexW4280505673

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.