Evidence map›Paper›PMID 37148487›Full record

ArticleSports medicine (Auckland, N.Z.)2023

Metabolic Signatures of Performance in Elite World Tour Professional Male Cyclists.

Travis Nemkov, Francesca Cendali, Davide Stefanoni, Janel L Martinez, Kirk C Hansen, Iñigo San-Millán, Angelo D'Alessandro

Registry-linked trialOpen access · bronzeAbstract read
In one paragraph

Article in Sports medicine (Auckland, N.Z.), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07484776 (Metabolic Flexibility in Patients With Early Triple-negative Breast Cancer and the Possible Effect of a Physical Exercise Intervention), which is not on this map. Cited by 30 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed, 1 pooled it
7.1field-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.

NCT07484776 naactive not recruitingnot on this mapstarted 2026, after this paper: background citation

Metabolic Flexibility in Patients With Early Triple-negative Breast Cancer and the Possible Effect of a Physical Exercise Intervention

TypeinterventionalSponsorUniversidad Europea de MadridRan2026 to 2028Enrolled40ConditionsTriple-Negative Breast Cancer (TNBC)ArmsCardiovascular training at maximal fat oxidation (FATmax), Cardiovascular training at maximal aerobic power (MAP), Resistance training
3 · Its place in the literature

Who cites it

30 citing papers in PubMed, 1 synthesis or guideline pooled it, 43 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Article
  4. Review
  5. Review
  6. Article
  7. The Immune System as a Biosensor of Health and Athletic Performance.Scandinavian journal of medicine & science in sports · 2026
    Review
  8. Article
  9. High-Throughput Metabolomics in Transfusion Medicine.Methods in molecular biology (Clifton, N.J.) · 2026
    Article
  10. Review
  11. Article
  12. Article
  13. Review
  14. Red Blood Cell Metabolic Responses during Acute Hypoxic Exercise in Healthy Adults.American journal of respiratory cell and molecular biology · 2025
    Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. 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

7 authors at 1 institution in 1 country.

Travis NemkovDepartment of Biochemistry and Molecular Genetics, Anschutz Medical Campus, University of Colorado, 12801 East 17th Ave L18-9122, Aurora, CO, 80045, USA. travis.nemkov@cuanschutz.edu.ORCID 0000-0001-8566-7119
Francesca CendaliDepartment of Biochemistry and Molecular Genetics, Anschutz Medical Campus, University of Colorado, 12801 East 17th Ave L18-9122, Aurora, CO, 80045, USA.ORCID 0000-0002-8874-2150
Davide StefanoniDepartment of Biochemistry and Molecular Genetics, Anschutz Medical Campus, University of Colorado, 12801 East 17th Ave L18-9122, Aurora, CO, 80045, USA.ORCID 0000-0002-7756-6788
Janel L MartinezDepartment of Medicine, Division of Endocrinology, Metabolism and Diabetes, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA.
Kirk C HansenDepartment of Biochemistry and Molecular Genetics, Anschutz Medical Campus, University of Colorado, 12801 East 17th Ave L18-9122, Aurora, CO, 80045, USA.ORCID 0000-0001-5054-838X
Iñigo San-MillánDepartment of Medicine, Division of Endocrinology, Metabolism and Diabetes, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA.ORCID 0000-0002-7975-917X
Angelo D'AlessandroDepartment of Biochemistry and Molecular Genetics, Anschutz Medical Campus, University of Colorado, 12801 East 17th Ave L18-9122, Aurora, CO, 80045, USA. angelo.dalessandro@cuanschutz.edu.ORCID 0000-0002-2258-6490
University of Colorado Anschutz Medical Campus · US

Funding

The Impact of Oxidative Stress on Erythocyte BiologyR01HL148151 · NHLBI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI D'ALESSANDRO, ANGELO, KARAFIN, MATTHEW S · 2019 to 2022
$8.9M
The role of ferroptosis in red cell aging in vivo and in vitroR01HL146442 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI Angelo D'Alessandro, Adam N. Goldfarb · 2019 to 2026
$5.4M
The paradoxical response to iron in pulmonary hypertension of sickle cell diseaseR01HL161004 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI BUEHLER, PAUL WERNER, D'ALESSANDRO, ANGELO · 2022 to 2025
$2.7M
Interactions between the ADORA2b/Sphk1axis and the AE1-Hb switch in red blood cell aging in vivo and in vitroR01HL149714 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI D'ALESSANDRO, ANGELO · 2020 to 2023
$2.6M
MIRAGES: Metabolic Investigation of Red blood cells as a function of Aging, Genetics, Environment, and StorageR21HL150032 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI D'ALESSANDRO, ANGELO · 2020 to 2021
$414k
NHLBI Division of Intramural Research R01HL146442NHLBI Division of Intramural Research R01HL148151NHLBI Division of Intramural Research R01HL149714NHLBI Division of Intramural Research R01HL161004NHLBI Division of Intramural Research R21HL150032NHLBI NIH HHS R01 HL146442NHLBI NIH HHS R01 HL148151NHLBI NIH HHS R01 HL149714NHLBI NIH HHS R01 HL161004NHLBI NIH HHS R21 HL150032
6 · The paper itself

Abstract

BACKGROUND AND

objectiveMetabolomics studies of recreational and elite athletes have been so far limited to venipuncture-dependent blood sample collection in the setting of controlled training and medical facilities. However, limited to no information is currently available to determine if findings in laboratory settings are translatable to a real-world scenario in elite competitions. The goal of this study was to define molecular signatures of exertion under controlled exercise conditions and use these signatures as a framework for assessing cycling performance in a World Tour competition.

methodsTo characterize molecular profiles of exertion in elite athletes during cycling, we performed metabolomics analyses on blood isolated from 28 international-level, elite, World Tour professional male athletes from a Union Cycliste Internationale World Team taken before and after a graded exercise test to volitional exhaustion and before and after a long aerobic training session. Moreover, established signatures were then used to characterize the metabolic physiology of five of these cyclists who were selected to represent the same Union Cycliste Internationale World Team during a seven-stage elite World Tour race.

resultsUsing dried blood spot collection to circumvent logistical hurdles associated with field sampling, these studies defined metabolite signatures and fold change ranges of anaerobic or aerobic exertion in elite cyclists, respectively. Blood profiles of lactate, carboxylic acids, fatty acids, and acylcarnitines differed between exercise modes. The graded exercise test elicited significant two- to three-fold accumulations in lactate and succinate, in addition to significant elevations in free fatty acids and acylcarnitines. Conversely, the long aerobic training session elicited a larger magnitude of increase in fatty acids and acylcarnitines without appreciable increases in lactate or succinate. Comparable signatures were revealed after sprinting and climbing stages, respectively, in a World Tour race. In addition, signatures of elevated fatty acid oxidation capacity correlated with competitive performance.

conclusionsCollectively, these studies provide a unique view of alterations in the blood metabolome of elite athletes during competition and at the peak of their performance capabilities. Furthermore, they demonstrate the utility of dried blood sampling for omics analysis, thereby enabling molecular monitoring of athletic performance in the field during training and competition.

Indexed as

Athletic PerformanceBicyclingExerciseHumansLactatesMaleSuccinatesLactatesSuccinates

Identifiers

PMID37148487
PMCPMC10163861
OpenAlexW4372328847

What OpenQuestion holds

Textmetadata
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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.