Evidence map›Paper›PMID 41345885›Full record

ArticleBMC sports science, medicine & rehabilitation2025

GWAS shows links between EDARADD and LRFN5 and performance in professional athletes.

M V Terekhov, R V Deev, A I Kadykova, I H Dzhumaniiazova, A A Mamchur, E A Zelenova, L R Matkava, M V Ivanov, D A Kashtanova, S I Mitrofanov and 12 more

Abstract read
In one paragraph

Article in BMC sports science, medicine & rehabilitation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

22 authors.

M V TerekhovFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia. MTerekhov@cspfmba.ru.
R V DeevCenter of Sports Medicine of the Federal Medical and Biological Agency of Russia, Moscow, Russia.
A I KadykovaCenter of Sports Medicine of the Federal Medical and Biological Agency of Russia, Moscow, Russia.
I H DzhumaniiazovaFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
A A MamchurFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
E A ZelenovaFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
L R MatkavaFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
M V IvanovFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
D A KashtanovaFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
S I MitrofanovFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
L A GolubnikovaFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
A I NekrasovaFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
I G KalashnikovaFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
A A IvashechkinFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
V V MaksyutinaFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
O V VarlamovaFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
V S YudinFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
A A KeskinovFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
A V ZholinskyCenter of Sports Medicine of the Federal Medical and Biological Agency of Russia, Moscow, Russia.
S A KraevoyFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
S M YudinFederal State Budgetary Institution "Centre for Strategic Planning and Management of Biomedical Health Risks" of the Federal Medical Biological Agency (Centre for Strategic Planning of FMBA of Russia), Moscow, Russia.
V I SkvortsovaCentre for Strategic Planning of FMBA of Russia, 10 bld. 1 Pogodinskaya Str, Moscow, 119121, Russia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundResearch into genetic markers associated with sports performance and aerobic capacity has been gaining momentum. However, despite the discovery of numerous molecular and genetic markers, there is still a gap in understanding the variations in athletes' trainability and maximum oxygen consumption levels (VO₂ max). The purpose of this study was to examine molecular and genetic markers associated with athletic performance and build linear models to evaluate the contributions of phenotype and genotype to VO₂ max levels in professional athletes.

methodsA group of 1,115 athletes from Russian national sports teams in various sports disciplines underwent a comprehensive physical examination under standardized conditions. A genome-wide association study was conducted to discover variants associated with athletic performance, and linear models were built to calculate VO₂ max per one kilogram of body weight.

resultsThe current study examined both phenotype and genotype. The genome-wide association study revealed significant variations in the intergenic region of EDARADD (rs7534875) and in a non-coding region of LRFN5. The model integrating phenotype and genotype contributions (the most significant single nucleotide variants from the genome-wide association study) demonstrated the best accuracy metrics (coefficient of determination = 0.4852; mean absolute error = 5.3177; mean squared error = 45.7350).

conclusionNew variants associated with VO₂ max in professional athletes were found in EDARADD and LRFN5. The predictive VO₂ max model integrating genotype and phenotype data showed the best performance characteristics and the highest accuracy metrics.

Indexed as

AthletesEnduranceGWAS, linear modelSports geneticsVO₂ max

Identifiers

PMID41345885
PMCPMC12781367

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LicenceCC BY-NC-ND
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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.