Association Between Habitual Food Intake and Energy Metabolism‐Related Urine Metabolites in Female Soccer Players

To assess the association between habitual nutrients intake and the energetic metabolism-related metabolites found by nuclear magnetic resonance (NMR) in female soccer players' urine.Thirteen female soccer players were measured for habitual food intake 11 days before the competitive season, and had urine samples collected pre- and post-match during five matches of two simultaneous championships to be examined by NMR. Nutrients and metabolites were associated through univariate and multivariate analyses. B3, B6, Prot.kg and energy (Kcal.kg) with leucine; B1, B3, B6, energy (Kcal.kg) and Prot.kg with AHI, glucose, tyrosine; formate and 1-Methylnicotinamide. In parallel, inverse correlations were observed between B3, B6, and Prot.kg with creatinine, B12 and 1-Methylnicotinamide (r ≥ 0.4; p < 0.05). In conclusion, it is possible to speculate that the herein described associations between metabolites and nutrients involved in energy metabolism seem to result from their participation in oxidative pathways, mainly in the TCA cycle and in gluconeogenesis.

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Publication Details

Journal
Molecular Nutrition & Food Research
Published
2026-02-01
DOI
https://doi.org/10.1002/mnfr.70389
Citations
1
Primary Topic
Metabolomics and Mass Spectrometry Studies
Type
article
Field-Weighted Citation Impact
22.24
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article

Association Between Habitual Food Intake and Energy Metabolism‐Related Urine Metabolites in Female Soccer Players

Edson S. Bento, Nassib Bezerra Bueno, Alessandre Carmo Crispim, Gustavo de Araujo et al.
1 citations
Molecular Nutrition & Food Research
Metabolomics and Mass Spectrometry Studies
22.24
article

Association Between Habitual Food Intake and Energy Metabolism‐Related Urine Metabolites in Female Soccer Players

Edson S. Bento, Nassib Bezerra Bueno, Alessandre Carmo Crispim, Gustavo de Araujo, Thiago M. Aquino, Maryssa P. P. Dos Santos, Filipe A. B. Sousa, Maria M. S. Gouveia, Edmilson R. Da Rocha‐Júnior, Maria B. A. Nascimento, Thays Ataide‐Silva
article en
1 citations

Abstract

To assess the association between habitual nutrients intake and the energetic metabolism-related metabolites found by nuclear magnetic resonance (NMR) in female soccer players' urine.Thirteen female soccer players were measured for habitual food intake 11 days before the competitive season, and had urine samples collected pre- and post-match during five matches of two simultaneous championships to be examined by NMR. Nutrients and metabolites were associated through univariate and multivariate analyses. B3, B6, Prot.kg and energy (Kcal.kg) with leucine; B1, B3, B6, energy (Kcal.kg) and Prot.kg with AHI, glucose, tyrosine; formate and 1-Methylnicotinamide. In parallel, inverse correlations were observed between B3, B6, and Prot.kg with creatinine, B12 and 1-Methylnicotinamide (r ≥ 0.4; p < 0.05). In conclusion, it is possible to speculate that the herein described associations between metabolites and nutrients involved in energy metabolism seem to result from their participation in oxidative pathways, mainly in the TCA cycle and in gluconeogenesis.

Molecular Nutrition & Food ResearchVol. 70(3)
Instituto Federal de Educação, Ciência e Tecnologia de Alagoas (BR), Universidade Federal de Alagoas (BR)
Openalex Percentile: Top 1%
Metabolomics and Mass Spectrometry Studies
22.24
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Association Between Habitual Food Intake and Energy Metabolism‐Related Urine Metabolites in Female Soccer Players — Edson S. Bento, Nassib Bezerra Bueno, et al. · Molecular Nutrition & Food Research (2026) | TGRS Research Map | TGRS