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MS(2)PIP prediction server: compute and visualize MS(2) peak intensity predictions for CID and HCD fragmentation

We present an MS(2) peak intensity prediction server that computes MS(2) charge 2+ and 3+ spectra from peptide sequences for the most common fragment ions. The server integrates the Unimod public domain post-translational modification database for modified peptides. The prediction model is an improv...

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Detalles Bibliográficos
Autores principales: Degroeve, Sven, Maddelein, Davy, Martens, Lennart
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4489309/
https://www.ncbi.nlm.nih.gov/pubmed/25990723
http://dx.doi.org/10.1093/nar/gkv542
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author Degroeve, Sven
Maddelein, Davy
Martens, Lennart
author_facet Degroeve, Sven
Maddelein, Davy
Martens, Lennart
author_sort Degroeve, Sven
collection PubMed
description We present an MS(2) peak intensity prediction server that computes MS(2) charge 2+ and 3+ spectra from peptide sequences for the most common fragment ions. The server integrates the Unimod public domain post-translational modification database for modified peptides. The prediction model is an improvement of the previously published MS(2)PIP model for Orbitrap-LTQ CID spectra. Predicted MS(2) spectra can be downloaded as a spectrum file and can be visualized in the browser for comparisons with observations. In addition, we added prediction models for HCD fragmentation (Q-Exactive Orbitrap) and show that these models compute accurate intensity predictions on par with CID performance. We also show that training prediction models for CID and HCD separately improves the accuracy for each fragmentation method. The MS(2)PIP prediction server is accessible from http://iomics.ugent.be/ms2pip.
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spelling pubmed-44893092015-07-07 MS(2)PIP prediction server: compute and visualize MS(2) peak intensity predictions for CID and HCD fragmentation Degroeve, Sven Maddelein, Davy Martens, Lennart Nucleic Acids Res Web Server issue We present an MS(2) peak intensity prediction server that computes MS(2) charge 2+ and 3+ spectra from peptide sequences for the most common fragment ions. The server integrates the Unimod public domain post-translational modification database for modified peptides. The prediction model is an improvement of the previously published MS(2)PIP model for Orbitrap-LTQ CID spectra. Predicted MS(2) spectra can be downloaded as a spectrum file and can be visualized in the browser for comparisons with observations. In addition, we added prediction models for HCD fragmentation (Q-Exactive Orbitrap) and show that these models compute accurate intensity predictions on par with CID performance. We also show that training prediction models for CID and HCD separately improves the accuracy for each fragmentation method. The MS(2)PIP prediction server is accessible from http://iomics.ugent.be/ms2pip. Oxford University Press 2015-07-01 2015-05-18 /pmc/articles/PMC4489309/ /pubmed/25990723 http://dx.doi.org/10.1093/nar/gkv542 Text en © The Author(s) 2015. Published by Oxford University Press on behalf of Nucleic Acids Research. 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 reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Web Server issue
Degroeve, Sven
Maddelein, Davy
Martens, Lennart
MS(2)PIP prediction server: compute and visualize MS(2) peak intensity predictions for CID and HCD fragmentation
title MS(2)PIP prediction server: compute and visualize MS(2) peak intensity predictions for CID and HCD fragmentation
title_full MS(2)PIP prediction server: compute and visualize MS(2) peak intensity predictions for CID and HCD fragmentation
title_fullStr MS(2)PIP prediction server: compute and visualize MS(2) peak intensity predictions for CID and HCD fragmentation
title_full_unstemmed MS(2)PIP prediction server: compute and visualize MS(2) peak intensity predictions for CID and HCD fragmentation
title_short MS(2)PIP prediction server: compute and visualize MS(2) peak intensity predictions for CID and HCD fragmentation
title_sort ms(2)pip prediction server: compute and visualize ms(2) peak intensity predictions for cid and hcd fragmentation
topic Web Server issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4489309/
https://www.ncbi.nlm.nih.gov/pubmed/25990723
http://dx.doi.org/10.1093/nar/gkv542
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