Evidence map›Paper›PMID 40417063›Full record

ArticleFrontiers in molecular biosciences2025

Metabolic insights into hypoxia adaptation in adolescent athletes at different altitudes: a cross-sectional study.

Carlos A R Sánchez, Daniel Pardo-Rodriguez, Erica Mancera-Soto, Lizeth León, Dailson Paulucio, Angelo D'Alessandro, Caleb G M Santos, Edgar Cristancho, Gustavo Monnerat, Diana M Ramos-Caballero and 2 more

Abstract read
In one paragraph

Article in Frontiers in molecular biosciences, 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. 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

12 authors.

Carlos A R SánchezFederal University of Rio de Janeiro, Biometrics Laboratory (LADEBIO), Rio de Janeiro, Brazil.
Daniel Pardo-RodriguezMetabolomics Core Facility, Vice-Presidency for Research, Universidad de los Andes, Bogotá, Colombia.
Erica Mancera-SotoDepartamento del Movimiento Corporal Humano, Facultad de Medicina, Universidad Nacional de Colombia, Bogotá, Colombia.
Lizeth LeónMetabolomics Core Facility, Vice-Presidency for Research, Universidad de los Andes, Bogotá, Colombia.
Dailson PaulucioFederal University of Rio de Janeiro, Biometrics Laboratory (LADEBIO), Rio de Janeiro, Brazil.
Angelo D'AlessandroDepartment of Biochemistry and Molecular Genetics, University of Colorado Denver-Anschutz Medical Campus, Aurora, CO, United States.
Caleb G M SantosInstituto de Biologia do Exército, Rio de Janeiro, Brazil.
Edgar CristanchoDepartamento de Biología, Facultad de Ciencias, Universidad Nacional de Colombia, Bogotá, Colombia.
Gustavo MonneratFederal University of Rio de Janeiro, Institute of Biophysics Carlos Chagas Filho, Rio de Janeiro, Brazil.
Diana M Ramos-CaballeroEscuela de Medicina y Ciencias de la Salud, Universidad del Rosario, Bogotá, Colombia.
Mónica P CalaMetabolomics Core Facility, Vice-Presidency for Research, Universidad de los Andes, Bogotá, Colombia.
Fernando PompeuFederal University of Rio de Janeiro, Biometrics Laboratory (LADEBIO), Rio de Janeiro, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Athletes use hypoxic training methods to enhance their performance under altitude conditions. Comparative studies involving populations from low (500-2,000 m) and moderate (2,000-3,000 m) altitudes offer an opportunity to understand the mechanisms behind adaptations to hypoxia. The present study combined data from metabolomics analysis based on gas- and liquid-chromatography mass spectrometry (GC-MS and LC-MS) to compare plasma profiles from 80 adolescent athletes at moderate- or low altitudes. 161 metabolites were identified, including 84 elevated and 77 decreased in moderate-altitude adolescents compared to their low-altitude counterparts. Pathway analysis revealed that metabolites related to carbohydrates, amino acids, and lipid metabolism differed between groups. Lipid metabolism was significantly altered in moderate-altitude athletes, including pathways such as linolenic and linoleic acid, sphingolipid, and arachidonic acid, as well as processes involving the transfer of acetyl groups into mitochondria and fatty acid biosynthesis. Biomarker analysis looking for signatures of chronic adaptation to moderate altitude identified glycerol and 5-oxoproline metabolites amongst the variables with the strongest sensitivity and specificity. This study demonstrates differences in metabolic profiles between moderate- and low-altitude populations and highlights the potential of these differential metabolites and associated metabolic pathways to provide new insights into the mechanisms of adaptation to moderate altitude.

Indexed as

adolescentaltitude trainingendurance exercisehypoxiauntargeted metabolomics

Identifiers

PMID40417063
PMCPMC12098079

What Socratic holds

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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 Socratic graph.