MetaboScope:用于分析人类临床研究中的H核磁共振光谱的统计工具箱
Ruey Leng Loo1, Javier Osorio Mosquera1,2, Michael Zasso3
1Australian National Phenome Centre and Centre for Computational and Systems Medicine, Health Futures Institute, Murdoch University, Perth, WA 6150, Australia.
MetaboScope是一个新的基于Web的工作流程,用于分析1H核磁共振 (NMR) 光谱数据. 该工具简化了代谢表型,使生物标志物发现和临床应用的假设测试成为可能.
科学领域:
- 代谢学 代谢学 代谢学
- 生物医学数据分析
- 核磁共振 (NMR) 谱学是指核磁共振的光谱学.
背景情况:
- 使用分子指纹的代谢表型化显示出临床潜力.
- 临床翻译受到工作流和数据转换挑战的限制.
研究的目的:
- 介绍一下MetaboScope,1H NMR数据的分析和统计工作流.
- 为了促进临床相关的NMR数据的学习,设计和分析.
主要方法:
- 梅塔博斯科普采用模块化预处理管道.
- 包括多变量建模 (PCA,OPLS-DA) 和生物标志物发现工具.
- 具有用于假设测试和功率计算的模拟工具.
主要成果:
- MetaboScope是一个灵活,可维护的管道架构.
- 它是用JavaScript开发的,可以作为本地数据处理的Web应用程序运行.
- 提供模块注释,教程和数据集,用于用户指导.
结论:
- "MetaboScope"解决了代谢表型化临床转化方面的挑战.
- 为NMR数据分析提供了一个用户友好的,高效的平台.
- 在临床研究中促进生物标志物发现和假设测试.
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