MS/MS Mass Spectrometry Filtering Tree for Bile Acid Regio- and Stereoisomer Annotation

化学 胆汁酸 质谱法 树(集合论) 注释 匹配(统计) 计算生物学 色谱法 工作流程 滤波器(信号处理) 航程(航空) 编码(社会科学) 生物化学 数据驱动 遗传数据 串联质谱法 质谱
作者
Ipsita Mohanty,Shipei Xing,Vanessa Castillo,Julius Agongo,Abubaker Patan,Yasin El Abiead,Helena Mannochio-Russo,Wilhan D. Goncalves Nunes,Jasmine Zemlin,Itzhak Mizrahi,Dionicio Siegel,M. C. Wang,Lee R. Hagey,Pieter C. Dorrestein
出处
期刊:Analytical Chemistry [American Chemical Society]
卷期号:98 (6): 4571-4584
标识
DOI:10.1021/acs.analchem.5c05677
摘要

Bile acids are essential steroids with a wide range of biological roles, including the regulation of immunity, nutrient absorption, insulin signaling, appetite, and body temperature. However, due to similarities in their MS/MS spectra, spectral matching with reference MS/MS libraries generally fails to differentiate between isomers. This study introduces a proof-of-concept workflow that uses a mass spectrometry query language filtering tree to distinguish isomeric bile acids in untargeted LC-MS/MS data by leveraging intensity ratios of ions that are close to one another in the MS/MS spectrum. It can be retrospectively applied to existing LC-MS/MS data in data repositories. The filtering tree concept provides the opportunity to annotate and distinguish previously unknown bile acid isomers across LC-MS/MS data sets. To facilitate the ease of applying these filters to LC-MS/MS data sets, we developed a web-based application that simplifies the stepwise filtering tree workflow, removing the need for coding expertise. Here, we apply the multistep filtering application to a representative public data set, which revealed distinct patterns of bile acids associated with different diet types across diverse mammalian species. We further identified the previously uncharacterized bile acid deoxycholyl-N-acetyl-putrescine, which was elevated in carnivores.
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