EASY-FIA: A Readably Usable Standalone Tool for High-Resolution Mass Spectrometry Metabolomics Data Pre-Processing.
Aurelia MorabitoGiulia De SimoneManuela FerrarioFrancesca FalcettaRoberta PastorelliLaura BrunelliPublished in: Metabolites (2022)
Flow injection analysis coupled with high-resolution mass spectrometry (FIA-HRMS) is a fair trade-off between resolution and speed. However, free software available for data pre-processing is few, web-based, and often requires advanced user specialization. These tools rarely embedded blank and noise evaluation strategies, and direct feature annotation. We developed EASY-FIA, a free standalone application that can be employed for FIA-HRMS metabolomic data pre-processing by users with no bioinformatics/programming skills. We validated the tool's performance and applicability in two clinical metabolomics case studies. The main functions of our application are blank subtraction, alignment of the metabolites, and direct feature annotation by means of the Human Metabolome Database (HMDB) using a minimum number of mass spectrometry parameters. In a scenario where FIA-HRMS is increasingly recognized as a reliable strategy for fast metabolomics analysis, EASY-FIA could become a standardized and feasible tool easily usable by all scientists dealing with MS-based metabolomics. EASY-FIA was implemented in MATLAB with the App Designer tool and it is freely available for download.
Keyphrases
- high resolution mass spectrometry
- mass spectrometry
- liquid chromatography
- gas chromatography
- ultra high performance liquid chromatography
- tandem mass spectrometry
- high performance liquid chromatography
- capillary electrophoresis
- simultaneous determination
- electronic health record
- high resolution
- machine learning
- big data
- solid phase extraction
- data analysis
- ms ms
- endothelial cells
- rna seq
- multiple sclerosis
- emergency department
- magnetic resonance imaging
- computed tomography
- medical students
- neural network
- single cell