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基因多态性和生化生物标志物对职业足球队营养性铁补充反应及运动表现的影响:一项纵向试点研究

Influence of Genetic Polymorphisms and Biochemical Biomarkers on Response to Nutritional Iron Supplementation and Performance in a Professional Football Team: A Pilot Longitudinal Study.

作者信息

Varillas-Delgado David

机构信息

Exercise and Sport Science, Faculty of Health Sciences, Universidad Francisco de Vitoria, 28223 Pozuelo, Spain.

SPORTNOMICS S.L., 28922 Madrid, Spain.

出版信息

Nutrients. 2025 Apr 19;17(8):1379. doi: 10.3390/nu17081379.

Abstract

BACKGROUND

Iron deficiency is a prevalent issue among elite athletes, particularly in endurance-based sports like football, where optimal iron status is crucial for aerobic capacity and performance. Despite the well-documented role of iron in oxygen transport and energy metabolism, the interplay between genetic polymorphisms, biochemical markers, and iron supplementation remains poorly understood. This study aimed to investigate the relationship between genetic polymorphisms and iron status in professional football players, assess the impact of iron supplementation on athletic performance, and develop a predictive model for iron supplementation based on genetic and biochemical profiles.

METHODS

A longitudinal study was conducted over three seasons (2021-2024) with 48 male professional football players. Participants underwent genotyping for polymorphisms in (rs4646994), ACTN3 (rs1815739), (rs17602729), (rs8111989), (rs1799945), and (rs2700352, rs28497577). Biochemical markers (ferritin, haemoglobin, haematocrit, serum iron) and performance metrics (GPS-derived data) were monitored. Iron supplementation (105 mg/day ferrous sulphate) was administered to players with ferritin <30 ng/mL. A Total Genotype Score (TGS) was calculated to evaluate genetic predisposition.

RESULTS

Players with "optimal" genotypes ( DD, CC, CC, GC) required less iron supplementation (TGS = 51.25 vs. 41.32 a.u.; = 0.013) and exhibited better performance metrics. Iron supplementation significantly improved haemoglobin and haematocrit in deficient players ( < 0.05). The TGS predicted supplementation need (AUC = 0.711; = 0.023), with a threshold of 46.42 a.u. (OR = 5.23, 95% CI: 1.336-14.362; = 0.017 for non-supplemented players). Furthermore, performance data revealed that iron-supplemented players had significantly lower competition time (1128.40 vs. 1972.84 min; = 0.003), total distance covered (128,129.42 vs. 218,556.64 m; = 0.005), and high-speed running in the 18-21 km/h (7.58 vs. 10.36 m/min; = 0.007) and 21-24 km/h (4.43 vs. 6.13 m/min; = 0.010) speed zones. They also started fewer matches (11.50 vs. 21.59; < 0.001).

CONCLUSIONS

Genetic profile combined with biochemical monitoring effectively predicts iron supplementation needs in athletes. Personalized nutrition strategies, guided by TGS, can optimize iron status and enhance performance in elite football players. This approach bridges a critical gap in sports science, offering a framework for precision nutrition in athletics.

摘要

背景

缺铁是精英运动员中普遍存在的问题,尤其是在足球等耐力型运动项目中,最佳铁状态对有氧能力和运动表现至关重要。尽管铁在氧气运输和能量代谢中的作用已得到充分记录,但基因多态性、生化标志物和铁补充之间的相互作用仍知之甚少。本研究旨在调查职业足球运动员基因多态性与铁状态之间的关系,评估铁补充对运动表现的影响,并基于基因和生化特征建立铁补充的预测模型。

方法

对48名男性职业足球运动员进行了为期三个赛季(2021 - 2024年)的纵向研究。参与者对 (rs4646994)、ACTN3(rs1815739)、 (rs17602729)、 (rs8111989)、 (rs1799945)以及 (rs2700352,rs28497577)的多态性进行基因分型。监测生化标志物(铁蛋白、血红蛋白、血细胞比容、血清铁)和运动表现指标(基于GPS的数据)。对铁蛋白<30 ng/mL的运动员给予铁补充(每天105毫克硫酸亚铁)。计算总基因型评分(TGS)以评估遗传易感性。

结果

具有“最佳”基因型( DD、 CC、 CC、 GC)的运动员需要的铁补充较少(TGS = 51.25对41.32任意单位; = 0.013),并且表现出更好的运动表现指标。铁补充显著改善了缺铁运动员的血红蛋白和血细胞比容( < 0.05)。TGS预测了补充需求(AUC = 0.711; = 0.023),阈值为46.42任意单位(OR = 5.23,95% CI:1.336 - 14.362;未补充铁的运动员 = 0.017)。此外,运动表现数据显示,补充铁的运动员比赛时间显著缩短(1128.40对1972.84分钟; = 0.003),总跑动距离显著减少(128,129.42对218,556.64米; = 0.005),在18 - 21公里/小时(7.58对10.36米/分钟; = 0.007)和21 - 24公里/小时(4.43对6.13米/分钟; = 0.010)速度区间的高速跑动距离也显著减少。他们开始比赛的次数也更少(11.50对21.59; < 0.001)。

结论

基因特征与生化监测相结合可有效预测运动员的铁补充需求。以TGS为指导的个性化营养策略可优化精英足球运动员的铁状态并提高运动表现。这种方法填补了运动科学中的一个关键空白,为田径运动中的精准营养提供了一个框架。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e07/12030593/112d36bf17a4/nutrients-17-01379-g001.jpg

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