Metabolomics Approach for Sweat Mapping the Performance of Soccer Players in Pretoria, South Africa

Exercise is one of the main challenges to the body’s homeostasis since it needs an immediate, substantial rise in ATP re-synthesis, which leads to the prevention of response capacity and performance of players. Therefore, it is vital to monitor sweat metabolites in soccer players during vigorous exercise to comprehend their functional variations. This flagged the requirement metabonomic approaches for the determination of the distinct metabolic pathways and signature metabolites that are involved in soccer players pre- and post-exercise. In this study, metabolomics and chemometrics approaches were integrated to accelerate and unravel signature-altered metabolites involved pre- and post-exercise. Metabolites profiling revealed a total of 57 signatures and the identified signature altered metabolites belonging to carboxylic acids, ketone, alcohols, aldehydes, aromatics, alkenes, hexoses, hydroxy fatty acids, tetracyclic N-heterocycles, aldopentose, benzenes, alkanes, phenols, and heterocyclic. Niacin is the most downregulated and abundant pre-induced exercise, which can employ its effects through energy metabolism as a precursor for nicotinamide adenine dinucleotide (NAD) and nicotinamide adenine dinucleotide phosphate (NADP). Significant alterations were also specifically observed in the Alanine, aspartate and glutamate, Valine, leucine and isoleucine, Pantothenate and CoA biosynthesis, and Galactose metabolisms following exercise.

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Publication Details

Journal
Applied Sciences
Published
2025-04-21
DOI
https://doi.org/10.3390/app15084588
Citations
1
Primary Topic
Sports Performance and Training
Type
article
Field-Weighted Citation Impact
1.72

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article

Metabolomics Approach for Sweat Mapping the Performance of Soccer Players in Pretoria, South Africa

Nqobile Monate Mkolo, Mmei Cheryl Motshudi, Clarissa Marcelle Naidoo, Nong Malefo et al.
1 citations
Applied Sciences
Sports Performance and Training
1.72
article

Metabolomics Approach for Sweat Mapping the Performance of Soccer Players in Pretoria, South Africa

Nqobile Monate Mkolo, Mmei Cheryl Motshudi, Clarissa Marcelle Naidoo, Nong Malefo, Mukhethwa Michael Mphephu
article en
1 citations

Abstract

Exercise is one of the main challenges to the body’s homeostasis since it needs an immediate, substantial rise in ATP re-synthesis, which leads to the prevention of response capacity and performance of players. Therefore, it is vital to monitor sweat metabolites in soccer players during vigorous exercise to comprehend their functional variations. This flagged the requirement metabonomic approaches for the determination of the distinct metabolic pathways and signature metabolites that are involved in soccer players pre- and post-exercise. In this study, metabolomics and chemometrics approaches were integrated to accelerate and unravel signature-altered metabolites involved pre- and post-exercise. Metabolites profiling revealed a total of 57 signatures and the identified signature altered metabolites belonging to carboxylic acids, ketone, alcohols, aldehydes, aromatics, alkenes, hexoses, hydroxy fatty acids, tetracyclic N-heterocycles, aldopentose, benzenes, alkanes, phenols, and heterocyclic. Niacin is the most downregulated and abundant pre-induced exercise, which can employ its effects through energy metabolism as a precursor for nicotinamide adenine dinucleotide (NAD) and nicotinamide adenine dinucleotide phosphate (NADP). Significant alterations were also specifically observed in the Alanine, aspartate and glutamate, Valine, leucine and isoleucine, Pantothenate and CoA biosynthesis, and Galactose metabolisms following exercise.

Applied SciencesVol. 15(8)
Sefako Makgatho Health Sciences University (ZA)
South African Medical Research Council
Openalex Percentile: Top 20%
Sports Performance and Training
1.72
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Metabolomics Approach for Sweat Mapping the Performance of Soccer Players in Pretoria, South Africa — Nqobile Monate Mkolo, Mmei Cheryl Motshudi, et al. · Applied Sciences (2025) | TGRS Research Map | TGRS