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个性化代谢组学用于预测久坐女性高强度间歇训练后糖耐量的变化

Personalized metabolomics for predicting glucose tolerance changes in sedentary women after high-intensity interval training.

作者信息

Kuehnbaum Naomi L, Gillen Jenna B, Gibala Martin J, Britz-McKibbin Philip

机构信息

Department of Chemistry and Chemical Biology, McMaster University, Hamilton, Canada.

Department of Kinesiology, McMaster University, Hamilton, Canada.

出版信息

Sci Rep. 2014 Aug 28;4:6166. doi: 10.1038/srep06166.

Abstract

High-intensity interval training (HIIT) offers a practical approach for enhancing cardiorespiratory fitness, however its role in improving glucose regulation among sedentary yet normoglycemic women remains unclear. Herein, multi-segment injection capillary electrophoresis-mass spectrometry is used as a high-throughput platform in metabolomics to assess dynamic responses of overweight/obese women (BMI > 25, n = 11) to standardized oral glucose tolerance tests (OGTTs) performed before and after a 6-week HIIT intervention. Various statistical methods were used to classify plasma metabolic signatures associated with post-prandial glucose and/or training status when using a repeated measures/cross-over study design. Branched-chain/aromatic amino acids and other intermediates of urea cycle and carnitine metabolism decreased over time in plasma after oral glucose loading. Adaptive exercise-induced changes to plasma thiol redox and orthinine status were measured for trained subjects while at rest in a fasting state. A multi-linear regression model was developed to predict changes in glucose tolerance based on a panel of plasma metabolites measured for naïve subjects in their untrained state. Since treatment outcomes to physical activity are variable between-subjects, prognostic markers offer a novel approach to screen for potential negative responders while designing lifestyle modifications that maximize the salutary benefits of exercise for diabetes prevention on an individual level.

摘要

高强度间歇训练(HIIT)为增强心肺功能提供了一种实用方法,然而其在改善久坐不动但血糖正常的女性的血糖调节方面的作用仍不明确。在此,多段注射毛细管电泳-质谱法被用作代谢组学中的高通量平台,以评估超重/肥胖女性(BMI>25,n = 11)在为期6周的HIIT干预前后进行的标准化口服葡萄糖耐量试验(OGTT)中的动态反应。当使用重复测量/交叉研究设计时,采用了各种统计方法对与餐后血糖和/或训练状态相关的血浆代谢特征进行分类。口服葡萄糖负荷后,血浆中的支链/芳香族氨基酸以及尿素循环和肉碱代谢的其他中间产物随时间减少。对训练后的受试者在空腹休息状态下测量适应性运动引起的血浆硫醇氧化还原和鸟氨酸状态的变化。基于对未经训练状态的初始受试者测量的一组血浆代谢物,建立了一个多线性回归模型来预测葡萄糖耐量的变化。由于不同个体对体育活动的治疗结果存在差异,预后标志物为在设计生活方式改变时筛选潜在的无反应者提供了一种新方法,从而在个体层面上最大限度地提高运动对预防糖尿病的有益效果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a14f/4147371/cca98afb3b30/srep06166-f1.jpg

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