Evidence map›Paper›PMID 26824906›Full record

ArticlePloS one2016

No Evidence of a Common DNA Variant Profile Specific to World Class Endurance Athletes.

Tuomo Rankinen, Noriyuki Fuku, Bernd Wolfarth, Guan Wang, Mark A Sarzynski, Dmitry G Alexeev, Ildus I Ahmetov, Marcel R Boulay, Pawel Cieszczyk, Nir Eynon and 29 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03279380 (Acute Physiological Response to Exercise in Athletes Selected According to Candidate Gene Polymorphisms Associated With Endurance Phenotype), which is not on this map. Cited by 52 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
52citing papers in PubMed, 4 pooled it
25.2field-weighted citation impact, top 1% 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.

NCT03279380 naunknown statusnot on this mapstarted 2017, after this paper: background citation

Acute Physiological Response to Exercise in Athletes Selected According to Candidate Gene Polymorphisms Associated With Endurance Phenotype

TypeinterventionalSponsorUniversity of PrimorskaRan2017 to 2018Enrolled500ConditionsExerciseArmsSNP, High Intensity Interval Training (HIIT), Low Intensity Continuous Training
3 · Its place in the literature

Who cites it

52 citing papers in PubMed, 4 syntheses or guidelines pooled it, 172 citations in OpenAlex.

  1. Pooled it
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  9. Association of theBiology of sport · 2025
    Article
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  12. Review
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  15. Article
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  17. Article
  18. Review
  19. Article
  20. The genetics of human performance.Nature reviews. Genetics · 2022
    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

39 authors at 20 institutions in 11 countries.

Tuomo RankinenHuman Genomics Laboratory, Pennington Biomedical Research Center, Louisiana State University System, Baton Rouge, Louisiana, United States of America.
Noriyuki FukuGraduate School of Health and Sports Science, Juntendo University, Chiba, Japan.
Bernd WolfarthDepartment of Sport Medicine Humboldt University and Charite University School of Medicine, Berlin, Germany.
Guan WangCentre for Sport and Exercise Science and Medicine (SESAME), University of Brighton, Eastbourne, United Kingdom.
Mark A SarzynskiHuman Genomics Laboratory, Pennington Biomedical Research Center, Louisiana State University System, Baton Rouge, Louisiana, United States of America.
Dmitry G AlexeevResearch Institute for Physical-Chemical Medicine, Moscow, Russia.
Ildus I AhmetovResearch Institute for Physical-Chemical Medicine, Moscow, Russia.
Marcel R BoulayDepartment of Kinesiology, Laval University, Ste-Foy, Québec, Canada.
Pawel CieszczykUniversity of Szczecin, Department of Physical Education and Health Promotion, Szczecin, Poland.
Nir EynonInstitute of Sport, Exercise and Active Living (ISEAL), Victoria University, Victoria, Australia.
Maxim L FilipenkoPharmacogenomics Laboratory, Institute of Chemical Biology and Fundamental Medicine of SB RAS, Novosibirsk, Russia.
Fleur C GartonMurdoch Childrens Research Institute and Department of Paediatrics, University of Melbourne, Victoria, Australia.
Edward V GenerozovResearch Institute for Physical-Chemical Medicine, Moscow, Russia.
Vadim M GovorunResearch Institute for Physical-Chemical Medicine, Moscow, Russia.
Peter J HouwelingPharmacogenomics Laboratory, Institute of Chemical Biology and Fundamental Medicine of SB RAS, Novosibirsk, Russia.
Takashi KawaharaDepartment of Sports Medicine, Japan Institute of Sports Sciences, Tokyo, Japan.
Elena S KostryukovaResearch Institute for Physical-Chemical Medicine, Moscow, Russia.
Nickolay A KuleminResearch Institute for Physical-Chemical Medicine, Moscow, Russia.
Andrey K LarinResearch Institute for Physical-Chemical Medicine, Moscow, Russia.
Agnieszka Maciejewska-KarłowskaUniversity of Szczecin, Department of Physical Education and Health Promotion, Szczecin, Poland.
Motohiko MiyachiDepartment of Health Promotion and Exercise, National Institute of Health and Nutrition, Tokyo, Japan.
Carlos A MuniesaUniversidad Europea and Research Institute i+12, Madrid, Spain.
Haruka MurakamiDepartment of Health Promotion and Exercise, National Institute of Health and Nutrition, Tokyo, Japan.
Elena A OspanovaResearch Institute for Physical-Chemical Medicine, Moscow, Russia.
Sandosh PadmanabhanCollege of Medicine, Veterinary & Life Sciences, Institute of Cardiovascular & Medical Sciences, University of Glasgow, Glasgow, United Kingdom.
Alexander V PavlenkoResearch Institute for Physical-Chemical Medicine, Moscow, Russia.
Olga N PyankovaPharmacogenomics Laboratory, Institute of Chemical Biology and Fundamental Medicine of SB RAS, Novosibirsk, Russia.
Catalina SantiagoUniversidad Europea and Research Institute i+12, Madrid, Spain.
Marek SawczukUniversity of Szczecin, Department of Physical Education and Health Promotion, Szczecin, Poland.
Robert A ScottMRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom.
Vladimir V UybaFederal Medical Biological Agency, Moscow, Russia.
Thomas YvertUniversidad Europea and Research Institute i+12, Madrid, Spain.
Louis PerusseDepartment of Kinesiology, Laval University, Ste-Foy, Québec, Canada.
Sujoy GhoshCardiovascular & Metabolic Disorders Program, and Center for Computational Biology, Duke-NUS Graduate Medical School, Singapore, Singapore.
Rainer RauramaaKuopio Research Institute of Exercise Medicine, University of Eastern Finland, Kuopio, Finland.
Kathryn N NorthMurdoch Childrens Research Institute and Department of Paediatrics, University of Melbourne, Victoria, Australia.
Alejandro LuciaUniversidad Europea and Research Institute i+12, Madrid, Spain.
Yannis PitsiladisCentre for Sport and Exercise Science and Medicine (SESAME), University of Brighton, Eastbourne, United Kingdom.
Claude BouchardHuman Genomics Laboratory, Pennington Biomedical Research Center, Louisiana State University System, Baton Rouge, Louisiana, United States of America.
Research Institute of Physical Chemical Medicine · RUUniversidad Europea de Madrid · ESNational Institute of Infectious Diseases · JPPennington Biomedical Research Center · USSiberian Branch of the Russian Academy of Sciences · RUUniversité Laval · CAUniversity of Brighton · GBUniversity of Szczecin · PLCharité - Universitätsmedizin Berlin · DEChildren's Hospital at Westmead · AUDuke-NUS Medical School · SGFederal Medical-Biological Agency · RUGdansk University of Physical Education and Sport · PLInstitute of Chemical Biology and Fundamental Medicine · RUJapan Sport Council · JPJuntendo University · JPLouisiana State University System · USMRC Epidemiology Unit · GBUniversity of Eastern Finland · FIUniversity of Glasgow · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

There are strong genetic components to cardiorespiratory fitness and its response to exercise training. It would be useful to understand the differences in the genomic profile of highly trained endurance athletes of world class caliber and sedentary controls. An international consortium (GAMES) was established in order to compare elite endurance athletes and ethnicity-matched controls in a case-control study design. Genome-wide association studies were undertaken on two cohorts of elite endurance athletes and controls (GENATHLETE and Japanese endurance runners), from which a panel of 45 promising markers was identified. These markers were tested for replication in seven additional cohorts of endurance athletes and controls: from Australia, Ethiopia, Japan, Kenya, Poland, Russia and Spain. The study is based on a total of 1520 endurance athletes (835 who took part in endurance events in World Championships and/or Olympic Games) and 2760 controls. We hypothesized that world-class athletes are likely to be characterized by an even higher concentration of endurance performance alleles and we performed separate analyses on this subsample. The meta-analysis of all available studies revealed one statistically significant marker (rs558129 at GALNTL6 locus, p = 0.0002), even after correcting for multiple testing. As shown by the low heterogeneity index (I2 = 0), all eight cohorts showed the same direction of association with rs558129, even though p-values varied across the individual studies. In summary, this study did not identify a panel of genomic variants common to these elite endurance athlete groups. Since GAMES was underpowered to identify alleles with small effect sizes, some of the suggestive leads identified should be explored in expanded comparisons of world-class endurance athletes and sedentary controls and in tightly controlled exercise training studies. Such studies have the potential to illuminate the biology not only of world class endurance performance but also of compromised cardiac functions and cardiometabolic diseases.

Indexed as

AthletesGenetic HeterogeneityGenome, HumanAdultAllelesDNA Copy Number VariationsGene ExpressionGene FrequencyGenetic LociGenetic MarkersGenome-Wide Association StudyHumansMaleMaximal Expiratory Flow RateN-AcetylgalactosaminyltransferasesOxygen ConsumptionGenetic MarkersN-AcetylgalactosaminyltransferasesPolypeptide N-acetylgalactosaminyltransferase

Identifiers

PMID26824906
PMCPMC4732768
OpenAlexW2264179442

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Registered trials

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.