Investigation of the Physiological and Post-training Effects of Ecdysteroid Supplementation by Multivariate Analysis of the Human Serum Metabolome

IF 2.3 4区 化学 Q1 SOCIAL WORK Journal of Chemometrics Pub Date : 2024-08-02 DOI:10.1002/cem.3594
Patrizia Leogrande, Daniel Jardines, Dayamin Martinez Brito, Xavier de la Torre, Francesco Botrè, Andreas Luch, Patrick Diel, Maria Kristina Parr
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Abstract

This work aims to characterize the serum profile of athletes after the administration of ecdysteroids, natural steroid hormones recently reported to enhance athletic performance. The combination of mass spectrometry and chemometric tools may allow to differentiate physiological effects from post-training and intake-driven effects. Serum samples were collected from 46 healthy male volunteers and divided into four groups: control (two capsules/day of Peak Ecdysone without training), placebo (two capsules without ecdysteroids with training), Ec1 (two capsules/day Peak Ecdysone with training), and Ec2 (eight capsules/day Peak Ecdysone with training). Metabolic profiling was measured using a SCIEX Triple Quadrupole LC-MS/MS system coupled with the Biocrates AbsoluteIDQ p180 kit, which allows quantitation of a large panel of metabolites that were subjected to multivariate analysis. Unsupervised analysis of the data found no significant differences between the placebo and the ecdysteroid supplementation groups. By merging Ec1 and Ec2 into a single group, coded as treated, a clear discrimination between the control and placebo groups was observed. Phosphatidylcholines were among the most significant features of ecdysteroids administration, showing a dose-dependent effect in Ec1 and Ec2 groups. As specific metabolic phenotypes can result from years of training, the discrimination of physiological effects from those caused by the administration of banned substances can be a valuable analytical strategy for the interpretation of adverse analytical findings in the anti-doping field.

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通过人体血清代谢组的多元分析研究补充蜕皮激素对生理和训练后的影响
这项研究旨在分析运动员服用蜕皮激素后血清的特征,据报道,这种天然类固醇激素可提高运动员的运动成绩。质谱法和化学计量学工具的结合可以区分生理效应和训练后效应以及摄入驱动效应。研究人员收集了 46 名健康男性志愿者的血清样本,并将其分为四组:对照组(每天两粒峰值蜕皮激素,不进行训练)、安慰剂组(每天两粒不含蜕皮激素的胶囊,进行训练)、Ec1 组(每天两粒峰值蜕皮激素,进行训练)和 Ec2 组(每天八粒峰值蜕皮激素,进行训练)。代谢谱分析使用 SCIEX 三重四极杆 LC-MS/MS 系统和 Biocrates AbsoluteIDQ p180 试剂盒进行测量。对数据的无监督分析发现,安慰剂组和补充蜕皮激素组之间没有明显差异。将蜕皮激素 1 和蜕皮激素 2 合并为一个组,编码为 "治疗组",可以明显区分对照组和安慰剂组。磷脂酰胆碱是服用蜕皮激素的最显著特征之一,在 Ec1 和 Ec2 组中显示出剂量依赖性效应。由于多年的训练可能会产生特定的代谢表型,因此将生理效应与服用禁用物质所产生的效应区分开来,是解释反兴奋剂领域不良分析结果的一种有价值的分析策略。
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来源期刊
Journal of Chemometrics
Journal of Chemometrics 化学-分析化学
CiteScore
5.20
自引率
8.30%
发文量
78
审稿时长
2 months
期刊介绍: The Journal of Chemometrics is devoted to the rapid publication of original scientific papers, reviews and short communications on fundamental and applied aspects of chemometrics. It also provides a forum for the exchange of information on meetings and other news relevant to the growing community of scientists who are interested in chemometrics and its applications. Short, critical review papers are a particularly important feature of the journal, in view of the multidisciplinary readership at which it is aimed.
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Issue Information Cover Image Past, Present and Future of Research in Analytical Figures of Merit Analytical Figures of Merit in Univariate, Multivariate, and Multiway Calibration: What Have We Learned? What Do We Still Need to Learn? Paul Geladi (1951–2024) Chemometrician, spectroscopist and pioneer
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