Evidence map›Paper›PMID 40868061›Full record

ArticleBiomedicines2025

Gut Microbiome Signatures in Multiple Sclerosis: A Case-Control Study with Machine Learning and Global Data Integration.

Margarita V Neklesova, Karine S Sogomonyan, Ivan A Golovkin, Nikolay I Shirokiy, Sofia O Vershinina, Sofia A Tsvetikova, Julia E Korzhova, Mariya N Zakharova, Elena V Gnedovskaya

Abstract read
In one paragraph

Article in Biomedicines, 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. Article
  2. 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

9 authors.

Margarita V NeklesovaInstitute of Cytology of the Russian Academy of Sciences, 194064 St. Petersburg, Russia.ORCID 0009-0007-5867-3645
Karine S SogomonyanNovabiom, 191119 St. Petersburg, Russia.ORCID 0009-0001-2938-5245
Ivan A GolovkinNovabiom, 191119 St. Petersburg, Russia.ORCID 0009-0003-8873-0314
Nikolay I ShirokiyNovabiom, 191119 St. Petersburg, Russia.ORCID 0000-0002-1635-5354
Sofia O VershininaNovabiom, 191119 St. Petersburg, Russia.ORCID 0000-0002-1841-7619
Sofia A TsvetikovaNovabiom, 191119 St. Petersburg, Russia.ORCID 0000-0003-0580-9522
Julia E KorzhovaResearch Center of Neurology, 125367 Moscow, Russia.ORCID 0000-0003-1315-7587
Mariya N ZakharovaResearch Center of Neurology, 125367 Moscow, Russia.ORCID 0000-0002-1072-9968
Elena V GnedovskayaResearch Center of Neurology, 125367 Moscow, Russia.ORCID 0000-0001-6026-3388

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

16S rRNA gene sequencinggut microbiomegut microbiotaLight Gradient Boosting Machine classifiermachine learningmultiple sclerosis

Identifiers

PMID40868061
PMCPMC12383397

What OpenQuestion holds

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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.