相关实验视频
Updated: Jun 17, 2026

A Strategy for Sensitive, Large Scale Quantitative Metabolomics
Published on: May 27, 2014
强大的代谢年龄预测基于广泛选择的代谢物
Tariq O Faquih1,2, Astrid van Hylckama Vlieg1, Praveen Surendran2,3
1Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands.
我们开发了一种使用826种代谢物的代谢体年龄预测模型,实现了高精度. 该模型包括内源性和外源性代谢物,揭示了性别特定的衰老模式和健康关联.
科学领域:
- 代谢学 代谢学 代谢学
- 衰老研究研究 衰老研究
- 生物标志物发现发现
背景情况:
- 时间学年龄是生物衰老和疾病风险的糟糕指标.
- 时间和生物年龄之间的差异可能更好地反映健康状况.
研究的目的:
- 开发一个强大的代谢年龄预测模型,使用回归和引导.
- 调查内源性和外源性代谢物对年龄预测的贡献.
- 为了确定与衰老相关的性别特定的代谢模式.
主要方法:
- 从11,977名献血者的826种代谢物中应用了回归和引导 (INTERVAL研究).
- 在内部和外部验证模型 (荷兰肥胖流行病学研究).
- 开发了男性和女性的单独模型,分析性别二态代谢物.
主要成果:
- 实现了高的预测准确性 (调整R2=0.83与所有代谢物,R2=0.85-0.86为性别特定的模型).
- 与肥胖和心血管疾病相关的代谢年龄,受到沙利酸盐和布洛芬等异生菌的影响.
- 鉴定出163种性别二态代谢物和新型预测剂,如氧沙氨酸和瓦尼曼德拉酸.
结论:
- 开发了一个强大的代谢年龄模型,在健康状况反映中表现优于时间年龄.
- 包括异生菌代谢物显著提高了预测准确度.
- 基于性别的不同与年龄相关的代谢模式被揭示出来,强调了性别特定分析的重要性.
更多相关视频
14:39Semi-Targeted Ultra-High-Performance Chromatography Coupled to Mass Spectrometry Analysis of Phenolic Metabolites in Plasma of Elderly Adults
Published on: April 22, 2022
07:11Author Spotlight: Emerging Technologies and Advanced Tools for Decoding Metabolomics Data Analysis
Published on: November 10, 2023
相关概念视频
Factors Affecting Drug Biotransformation: Biological
Species differences: Variations in enzyme systems across species can cause disparities in drug metabolism. For instance, humans may metabolize certain drugs faster than rodents, altering therapeutic effects.
Strain differences: Genetic variations within a species can result in differing enzyme activity, impacting drug response and toxicity. For example, some mouse strains may...
Pharmacokinetics in Geriatric Patients: Effect of Age on Drug Distribution
Pharmacokinetics in Geriatric Patients: Effect of Age on Drug Metabolism
Pharmacokinetics in Geriatric Patients: Effect of Age on Drug Excretion
Pharmacodynamics in Geriatric Patients: Effects of Age
Pharmacokinetics in Pediatric Patients: Drug Metabolism