弗雷达:一个用于处理,分析和可视化里埃变形质谱数据的Web应用程序
David J Degnan1, Daniel M Claborne2, Amanda M White2
1Biological Sciences Division, University of Chicago, Illinois, Chicago, USA.
Rapid communications in mass spectrometry : RCM
|December 31, 2024
概括
FREDA是一个新的网络应用程序,可以帮助科学家分析复杂的里埃变换质谱数据,而不需要编程技能. 它能够对各种样本中的分子组成进行可靠的探索和统计比较.
科学领域:
- 分析化学 分析化学
- 环境科学 环境科学
- 计算化学的计算化学
背景情况:
- 里叶变换质谱法 (FT-MS) 对于分析土壤和石油等复杂有机混合物至关重要.
- 对FT-MS数据分析的日益增长的需求需要先进的信息技术工具来进行强大的和可重复的探索.
研究的目的:
- 推出FREDA,一个用于FT-MS数据分析的交互式Web应用程序.
- 为测谱师提供一个用户友好的数据处理和探索平台,而不需要统计编程专业知识.
主要方法:
- FREDA处理FT-MS数据,计算化学性质,并促进样本之间的统计比较.
- 该应用程序与CoreMS等分子识别工具集成,用于全面分析.
- 它提供数据过,探索性数据分析和可下载的报告,详细说明所有执行的步骤.
主要成果:
- FREDA被用来分析来自土壤微生物学研究的FT-MS数据,该研究比较了两种不同的土壤深度.
- 肯德里克,吉布斯的自由能量和范克列文的图表显示了土壤深度之间的差异.
- G测试证实了样本组之间的统计学上显著差异,所有这些都在FREDA应用程序中.
结论:
- FREDA是一个开源的网络应用程序,使用户能够探索FT-MS数据并得出统计学上有效的结论.
- 该应用程序可以在线访问,有教程资源,其代码可在Github上找到.
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