MS/MS Mass Spectrometry Filtering Tree for Bile Acid Regio- and Stereoisomer Annotation
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-<i>N</i>-acetyl-putrescine, which was elevated in carnivores.
Authors
- M. C. Wang
- Vanessa Castillo (ORCID: https://orcid.org/0000-0002-4182-8846)
- Julius Agongo
- Helena Mannochio-Russo (ORCID: https://orcid.org/0000-0002-4961-2353)
- Shipei Xing (ORCID: https://orcid.org/0000-0001-6227-6959)
- Lee R. Hagey
- Itzhak Mizrahi
- Wilhan D. Goncalves Nunes
- Pieter C. Dorrestein
- Dionicio Siegel
- Abubaker Patan
- Ipsita Mohanty
- Jasmine Zemlin
Institutions
- Ben-Gurion University of the Negev (IL)
- University of California San Diego (US)
- University of Montana (US)
- Steinbeis University Berlin (DE)
Publication Details
- Journal
- Analytical Chemistry
- Published
- 2026-02-05
- DOI
- https://doi.org/10.1021/acs.analchem.5c05677
- Primary Topic
- Drug Transport and Resistance Mechanisms
- Type
- article
- Field-Weighted Citation Impact
- 0.00