A New Workflow for Drug Metabolite Profiling by Utilizing Advanced Tribrid Mass Spectrometry and Data-Processing Techniques.
Qian RuanKate ComstockPublished in: Journal of the American Society for Mass Spectrometry (2021)
Drug metabolite profiling utilizes liquid chromatography with tandem mass spectrometry (LC/MS/MS) to acquire ample information for metabolite identification and structural elucidation. However, there are still challenges in detecting and characterizing all potential metabolites that can be masked by a high biological background, especially the unknown and uncommon ones. In this work, a novel metabolite profiling workflow was established on a platform using a state-of-the-art tribrid high-resolution mass spectrometry (HRMS) system. Primarily, an instrumental method was developed based on the novel design of the tribrid system that facilitates in-depth MSn scans with two fragmentation devices. Additionally, different advanced data acquisition techniques were assessed and compared, and automatic background exclusion and deep-scan approaches were adopted to promote assay efficiency and metabolite coverage. Finally, different data-analysis techniques were explored to fully extract metabolite data from the information-rich MS/MS data sets. Overall, a workflow combining tribrid mass spectrometry and advanced acquisition methodology has been developed for metabolite characterization in drug discovery and development. It maximizes the tribrid HRMS platform's utility and enhances the coverage, efficiency, quality, and speed of metabolite profiling assays.
Keyphrases
- liquid chromatography
- high resolution mass spectrometry
- mass spectrometry
- tandem mass spectrometry
- ultra high performance liquid chromatography
- electronic health record
- data analysis
- gas chromatography
- high performance liquid chromatography
- high throughput
- ms ms
- simultaneous determination
- single cell
- big data
- drug discovery
- high resolution
- machine learning
- emergency department
- climate change
- capillary electrophoresis
- oxidative stress
- contrast enhanced
- quality improvement