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女子足球运动员的代谢组学特征与抗氧化剂摄入量:一项横断面研究。

Metabolomic profiles and antioxidant intake in female soccer players: a cross-sectional study.

作者信息

Gouveia M M S, Nascimento M B A, Crispim A C, da Rocha E R, Santos M P P, Bento E S, Aquino T M, Balikian P, Rodrigues N A, Ataide-Silva T, de Araujo G G, Sousa F A B

机构信息

Faculty of Nutrition, Federal University of Alagoas, Maceió, Brazil.

Nucleus of Analysis and Research in Nuclear Magnetic Resonance, NAPRMN, Institute of Chemistry and Biotechnology, Federal University of Alagoas, Macéio, Brazil.

出版信息

Eur J Appl Physiol. 2025 May 20. doi: 10.1007/s00421-025-05808-z.

Abstract

PURPOSE

Excessive reactive oxygen species (ROS) production during sports can impair performance and recovery. A diet rich in exogenous antioxidants plays a key role in counteracting oxidative stress, and its complex interactions with various circulating compounds can be explored through metabolomics. With the rising popularity of women's soccer, a deeper understanding of dietary intake and its metabolic interactions in female athletes is needed. The study's aims are to assess the habitual dietary intake of antioxidant micronutrients and their associations with oxidative/antioxidant metabolites in female professional soccer players through NMR-based metabolomics.

METHODS

This cross-sectional study included 14 professional female soccer players. Urine samples were collected before and immediately after six games (three per championship) and analyzed by NMR-based metabolomics. Habitual food intake was recorded through 11 food diaries during the preseason. The focus was on vitamins A, C, and E, selenium, zinc, and magnesium. Associations were assessed using Pearson correlations and the DIABLO model.

RESULTS

Among the antioxidant micronutrients, only vitamin C and selenium met adequate intake levels. The metabolomics analysis identified 41 metabolites, with key markers of oxidative stress-malonic acid, pyruvate, and glycine-showing strong associations with vitamin E, magnesium, selenium, and zinc, particularly before the game.

CONCLUSION

The antioxidant micronutrient intake of most athletes did not meet the recommended levels. Malonic acid showed positive correlations, while glycine had negative correlations with these micronutrients before the game, suggesting a potential link between antioxidant activity at rest and habitual nutrient intake.

摘要

目的

运动过程中过量的活性氧(ROS)生成会损害运动表现和恢复。富含外源性抗氧化剂的饮食在对抗氧化应激中起关键作用,并且可以通过代谢组学探索其与各种循环化合物的复杂相互作用。随着女子足球运动的日益普及,需要更深入地了解女运动员的饮食摄入及其代谢相互作用。本研究的目的是通过基于核磁共振(NMR)的代谢组学评估职业女子足球运动员抗氧化微量营养素的习惯性饮食摄入量及其与氧化/抗氧化代谢物的关联。

方法

这项横断面研究纳入了14名职业女子足球运动员。在六场比赛(每个锦标赛三场)之前和之后立即收集尿液样本,并通过基于NMR的代谢组学进行分析。在季前赛期间通过11份食物日记记录习惯性食物摄入量。重点关注维生素A、C和E、硒、锌和镁。使用Pearson相关性和DIABLO模型评估关联。

结果

在抗氧化微量营养素中,只有维生素C和硒达到了充足的摄入量水平。代谢组学分析鉴定出41种代谢物,氧化应激的关键标志物——丙二酸、丙酮酸和甘氨酸——与维生素E、镁、硒和锌有很强的关联,尤其是在比赛前。

结论

大多数运动员的抗氧化微量营养素摄入量未达到推荐水平。丙二酸与这些微量营养素在比赛前呈正相关,而甘氨酸呈负相关,这表明休息时的抗氧化活性与习惯性营养摄入之间可能存在联系。

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