Comparison of High-Resolution Fourier Transform Mass Spectrometry Platforms for Putative Metabolite Annotation.
Danning HuangMarcos BouzaDavid A GaulFranklin E LeachI Jonathan AmsterFrank C SchroederArthur S EdisonFacundo M FernándezPublished in: Analytical chemistry (2021)
Fourier transform ion cyclotron resonance (FT-ICR) and Orbitrap mass spectrometry (MS) are among the highest-performing analytical platforms used in metabolomics. Non-targeted metabolomics experiments, however, yield extremely complex datasets that make metabolite annotation very challenging and sometimes impossible. The high-resolution accurate mass measurements of the leading MS platforms greatly facilitate this process by reducing mass errors and spectral overlaps. When high resolution is combined with relative isotopic abundance (RIA) measurements, heuristic rules, and constraints during searches, the number of candidate elemental formula(s) can be significantly reduced. Here, we evaluate the performance of Orbitrap ID-X and 12T solariX FT-ICR mass spectrometers in terms of mass accuracy and RIA measurements and how these factors affect the assignment of the correct elemental formulas in the metabolite annotation pipeline. Quality of the mass measurements was evaluated under various experimental conditions (resolution: 120, 240, 500 K; automatic gain control: 5 × 104, 1 × 105, 5 × 105) for the Orbitrap MS platform. High average mass accuracy (<1 ppm for UPLC-Orbitrap MS and <0.2 ppm for direct infusion FT-ICR MS) was achieved and allowed the assignment of correct elemental formulas for over 90% (m/z 75-466) of the 104 investigated metabolites. 13C1 and 18O1 RIA measurements further improved annotation certainty by reducing the number of candidates. Overall, our study provides a systematic evaluation for two leading Fourier transform (FT)-based MS platforms utilized in metabolite annotation and provides the basis for applying these, individually or in combination, to metabolomics studies of biological systems.
Keyphrases
- mass spectrometry
- high resolution
- liquid chromatography
- gas chromatography
- high performance liquid chromatography
- capillary electrophoresis
- high resolution mass spectrometry
- rna seq
- tandem mass spectrometry
- simultaneous determination
- ultra high performance liquid chromatography
- ms ms
- multiple sclerosis
- machine learning
- deep learning
- high throughput
- emergency department
- optical coherence tomography
- single cell
- solid phase extraction
- low dose
- magnetic resonance
- drug induced
- wastewater treatment
- preterm infants
- electronic health record
- low birth weight
- quality improvement
- patient safety
- data analysis
- neural network
- case control