Guo Xiaoyuan, Zhou Zhibo, Wang Yutong, Sun Huishan, Liu Shanshan, He Yiling, Du Hanze, Yang Hongbo, Zhu Huijuan, Zhang Mei, Ban Bo, Chen Shi, Pan Hui
Key Laboratory of Endocrinology of National Health Commission, Department of Endocrinology, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, 100730, Beijing, China.
Center for Biomarker Discovery and Validation, National Infrastructures for Translational Medicine, Institute of Clinical Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, 100730, China.
Nutr Metab (Lond). 2025 May 22;22(1):48. doi: 10.1186/s12986-025-00946-9.
While exercise training has been shown to improve various aspects of adolescent metabolic health, such as blood pressure, insulin resistance, and dyslipidemia, the underlying metabolic mechanisms remain poorly understood. No study has examined the metabolomic changes to identify potential mechanisms and explore biomarkers that predict exercise benefits in adolescents.
We used propensity score matching to select 54 pairs of adolescents (ages 12-14 years) with and without long-term exercise training. Body mass index (BMI), waist circumference (WC) and metabolic indicators including blood pressure, Homeostasis Model Assessment of Insulin Resistance (HOMA-IR) and triglycerides (TGs) were assessed at enrollment and 1-year follow-up. Untargeted metabolomics was analyzed at enrollment. The associations between metabolites and clinical metabolic indicators were tested.
Metabolomic analysis revealed 73 differential metabolites between exercise and non-exercise groups, with 59 metabolites associated with metabolic health indicators. Among them, a group of eicosanoids were consistently upregulated and negatively associated with diastolic blood pressure (DBP), HOMA-IR, or TGs, suggesting their potential roles in exercise-related improvements. Receiver operating characteristic analysis showed better predictive performance for exercise benefits on DBP and TGs using papaverine and azelaic acid compared to BMI and WC.
Adolescents with long-term exercise are associated with improved metabolic health. Metabolomic profiles provide novel insights into the underlying mechanisms and offer useful biomarkers for predicting exercise benefits.
虽然运动训练已被证明可改善青少年代谢健康的各个方面,如血压、胰岛素抵抗和血脂异常,但其潜在的代谢机制仍知之甚少。尚无研究通过代谢组学变化来确定潜在机制并探索预测青少年运动益处的生物标志物。
我们使用倾向得分匹配法选取了54对12至14岁的青少年,其中一对中有长期运动训练者,另一对中无长期运动训练者。在入组时和随访1年时评估体重指数(BMI)、腰围(WC)以及包括血压、胰岛素抵抗稳态模型评估(HOMA-IR)和甘油三酯(TGs)在内的代谢指标。在入组时进行非靶向代谢组学分析。测试代谢物与临床代谢指标之间的关联。
代谢组学分析显示运动组和非运动组之间有73种差异代谢物,其中59种代谢物与代谢健康指标相关。其中,一组类花生酸持续上调,且与舒张压(DBP)、HOMA-IR或TGs呈负相关,表明它们在运动相关改善中可能发挥的作用。受试者工作特征分析表明,与BMI和WC相比,使用罂粟碱和壬二酸对运动改善DBP和TGs的预测性能更好。
长期运动的青少年与改善的代谢健康相关。代谢组学图谱为潜在机制提供了新的见解,并为预测运动益处提供了有用的生物标志物。