Evidence map›Paper›PMID 41993944›Full record

ArticleFrontiers in microbiomes2026

Gut microbiota composition correlates with PBMC microRNA expression following maximal exercise testing in endurance athletes.

Guy Shalmon, Guy Shapira, Rawan Ibrahim, Ifat Israel-Elgali, Meitar Grad, Rani Shlayem, Ilan Youngster, Mickey Scheinowitz, Noam Shomron

Abstract read
In one paragraph

Article in Frontiers in microbiomes, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

9 authors.

Guy ShalmonSylvan Adams Sports Institute, School of Public Health, Gray Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.
Guy ShapiraGray Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.
Rawan IbrahimDepartment of Biomedical Engineering, Faculty of Engineering, Tel Aviv University, Tel Aviv, Israel.
Ifat Israel-ElgaliGray Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.
Meitar GradGray Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.
Rani ShlayemGray Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.
Ilan YoungsterGray Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.
Mickey ScheinowitzSylvan Adams Sports Institute, School of Public Health, Gray Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.
Noam ShomronGray Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: MicroRNAs (miRNAs) are key post-transcriptional regulators that also take part in immune responses and recovery processes following exercise. While both gut microbiota composition and peripheral blood mononuclear cell (PBMC)-derived miRNAs are known to be influenced by endurance training, potential correlations between these two systems in athletes remain largely unexplored. Objective: This study aimed to investigate correlations between gut microbiota composition and PBMC miRNA expression following a maximal exercise stress test in endurance athletes. Methods: Fifty-eight participants (22 runners, 18 cyclists, and 18 controls) underwent maximal exercise testing, with blood samples collected pre- and post-maximal exercise stress test for small RNA sequencing of PBMCs. Baseline fecal samples were analyzed via 16S rRNA gene sequencing to characterize gut microbiota. Expression data of PBMC miRNAs and microbial taxonomic profiles were integrated to assess potential correlations. Results: Thirteen significant correlations (|r| = 0.41-0.51, p < 0.005) were identified between gut bacterial taxa known to produce short-chain fatty acids (SCFAs)-including Conclusion: This is the first study demonstrating an association between resting gut microbiota composition and PBMC miRNA expression following maximal exercise stress test in endurance athletes. These findings raise the possibility of a complex association between gut microbial composition and PBMC miRNA expression in response to exercise. While causality cannot be inferred, the observed correlations suggest a candidate microbiota-miRNA that warrants further investigation in the context of exercise-induced immune regulation and recovery in athletes.

Indexed as

athletescyclistsexercisegut microbiotamicrobiomemicroRNAsPBMCrunners

Identifiers

PMID41993944
PMCPMC13079320

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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.