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XFlow: An algorithm for extracting ion chromatograms
Mass spectrometry is a fundamental tool for modern proteomics. The increasing availability of mass spectrometry data paired with the increasing sensitivity and fidelity of the instruments necessitates new and more potent analytical methods. To that end, we have created and present XFlow, a feature d...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7580946/ https://www.ncbi.nlm.nih.gov/pubmed/33091000 http://dx.doi.org/10.1371/journal.pone.0227659 |
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author | Gutierrez, Mathew Smith, Rob |
author_facet | Gutierrez, Mathew Smith, Rob |
author_sort | Gutierrez, Mathew |
collection | PubMed |
description | Mass spectrometry is a fundamental tool for modern proteomics. The increasing availability of mass spectrometry data paired with the increasing sensitivity and fidelity of the instruments necessitates new and more potent analytical methods. To that end, we have created and present XFlow, a feature detection algorithm for extracting ion chromatograms from MS1 LC-MS data. XFlow is a parameter-free procedurally agnostic feature detection algorithm that utilizes the latent properties of ion chromatograms to resolve them from the surrounding noise present in MS1 data. XFlow is designed to function on either profile or centroided data across different resolutions and instruments. This broad applicability lends XFlow strong utility as a one-size-fits-all method for MS1 analysis or target acquisition for MS2. XFlow is written in Java and packaged with JS-MS, an open-source mass spectrometry analysis toolkit. |
format | Online Article Text |
id | pubmed-7580946 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-75809462020-10-27 XFlow: An algorithm for extracting ion chromatograms Gutierrez, Mathew Smith, Rob PLoS One Research Article Mass spectrometry is a fundamental tool for modern proteomics. The increasing availability of mass spectrometry data paired with the increasing sensitivity and fidelity of the instruments necessitates new and more potent analytical methods. To that end, we have created and present XFlow, a feature detection algorithm for extracting ion chromatograms from MS1 LC-MS data. XFlow is a parameter-free procedurally agnostic feature detection algorithm that utilizes the latent properties of ion chromatograms to resolve them from the surrounding noise present in MS1 data. XFlow is designed to function on either profile or centroided data across different resolutions and instruments. This broad applicability lends XFlow strong utility as a one-size-fits-all method for MS1 analysis or target acquisition for MS2. XFlow is written in Java and packaged with JS-MS, an open-source mass spectrometry analysis toolkit. Public Library of Science 2020-10-22 /pmc/articles/PMC7580946/ /pubmed/33091000 http://dx.doi.org/10.1371/journal.pone.0227659 Text en © 2020 Gutierrez, Smith http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Gutierrez, Mathew Smith, Rob XFlow: An algorithm for extracting ion chromatograms |
title | XFlow: An algorithm for extracting ion chromatograms |
title_full | XFlow: An algorithm for extracting ion chromatograms |
title_fullStr | XFlow: An algorithm for extracting ion chromatograms |
title_full_unstemmed | XFlow: An algorithm for extracting ion chromatograms |
title_short | XFlow: An algorithm for extracting ion chromatograms |
title_sort | xflow: an algorithm for extracting ion chromatograms |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7580946/ https://www.ncbi.nlm.nih.gov/pubmed/33091000 http://dx.doi.org/10.1371/journal.pone.0227659 |
work_keys_str_mv | AT gutierrezmathew xflowanalgorithmforextractingionchromatograms AT smithrob xflowanalgorithmforextractingionchromatograms |