MetabolitesBioinformaticsPeer-reviewed journal article
Scan-Centric, Frequency-Based Method for Characterizing Peaks from Direct Injection Fourier transform Mass Spectrometry Experiments
- Citations
- 1
- FWCI
- 0.08
- Field percentile
- 28th percentile
Abstract
We introduce a novel, scan-centric method for characterizing peaks from direct injection multi-scan Fourier transform mass spectra of complex samples that utilizes frequency values derived directly from the spacing of raw m/z points in spectral scans. Our peak characterization method utilizes intensity independent noise removal and normalization of scan-level data to provide a much better fit of relative intensity to natural abundance probabilities for low abundance isotopologues that are not present in all of the acquired scans. Moreover, our method calculates both peak- and scan-specific statistics incorporated within a series of quality control steps that are designed to robustly derive peak centers, intensities and intensity ratios with their scan-level variances. These cross-scan characterized peaks are suitable for use in our previously published peak assignment methodology, Small Molecule Isotope Resolved Formula Enumeration (SMIRFE).
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- High Peak Density Artifacts in Fourier Transform Mass Spectra and their Effects on Data Analysis
Joshua M. Mitchell, Robert M Flight, … Hunter Moseley·MetabolomicsPeer-reviewed·Sep 17, 2018
- A Multiresolution Hierarchical Approach to Peak Picking for High Resolution Mass Spectrometry Data Analysis
Vojtěch Bartoň, Ivana Ihnatová, … Vlad Popovici·bioRxiv·Dec 10, 2025
- In-source fragmentation in mass spectrometry-based proteomics: prevalence, impact, and strategies for mitigation
Thorben Schramm, Ludovic C. J. Gillet, … Paola Picotti·bioRxiv·Mar 30, 2026
- Trapped Ion Mobility Spectrometry Reduces Spectral Complexity in Mass Spectrometry Based Workflow
Joshua Charkow, Hannes Luc Röst·Analytical ChemistryPeer-reviewed·Dec 9, 2021
- Fast quantitative analysis of timsTOF PASEF data with MSFragger and IonQuant
Fengchao Yu, Sarah E. Haynes, … Alexey I. Nesvizhskii·Molecular & Cellular ProteomicsPeer-reviewed·Jul 2, 2020
- Joint precursor elution profile inference via regression for peptide detection in data-independent acquisition mass spectra
Alex K. Hu, Yang Young Lu, … William Stafford Noble·Journal of Proteome ResearchPeer-reviewed·Oct 17, 2018