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Accurate and Efficient Resolution of Overlapping Isotopic Envelopes in Protein Tandem Mass Spectra
It has long been an analytical challenge to accurately and efficiently resolve extremely dense overlapping isotopic envelopes (OIEs) in protein tandem mass spectra to confidently identify proteins. Here, we report a computationally efficient method, called OIE_CARE, to resolve OIEs by calculating th...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4593959/ https://www.ncbi.nlm.nih.gov/pubmed/26439836 http://dx.doi.org/10.1038/srep14755 |
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author | Xiao, Kaijie Yu, Fan Fang, Houqin Xue, Bingbing Liu, Yan Tian, Zhixin |
author_facet | Xiao, Kaijie Yu, Fan Fang, Houqin Xue, Bingbing Liu, Yan Tian, Zhixin |
author_sort | Xiao, Kaijie |
collection | PubMed |
description | It has long been an analytical challenge to accurately and efficiently resolve extremely dense overlapping isotopic envelopes (OIEs) in protein tandem mass spectra to confidently identify proteins. Here, we report a computationally efficient method, called OIE_CARE, to resolve OIEs by calculating the relative deviation between the ideal and observed experimental abundance. In the OIE_CARE method, the ideal experimental abundance of a particular overlapping isotopic peak (OIP) is first calculated for all the OIEs sharing this OIP. The relative deviation (RD) of the overall observed experimental abundance of this OIP relative to the summed ideal value is then calculated. The final individual abundance of the OIP for each OIE is the individual ideal experimental abundance multiplied by 1 + RD. Initial studies were performed using higher-energy collisional dissociation tandem mass spectra on myoglobin (with direct infusion) and the intact E. coli proteome (with liquid chromatographic separation). Comprehensive data at the protein and proteome levels, high confidence and good reproducibility were achieved. The resolving method reported here can, in principle, be extended to resolve any envelope-type overlapping data for which the corresponding theoretical reference values are available. |
format | Online Article Text |
id | pubmed-4593959 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-45939592015-10-19 Accurate and Efficient Resolution of Overlapping Isotopic Envelopes in Protein Tandem Mass Spectra Xiao, Kaijie Yu, Fan Fang, Houqin Xue, Bingbing Liu, Yan Tian, Zhixin Sci Rep Article It has long been an analytical challenge to accurately and efficiently resolve extremely dense overlapping isotopic envelopes (OIEs) in protein tandem mass spectra to confidently identify proteins. Here, we report a computationally efficient method, called OIE_CARE, to resolve OIEs by calculating the relative deviation between the ideal and observed experimental abundance. In the OIE_CARE method, the ideal experimental abundance of a particular overlapping isotopic peak (OIP) is first calculated for all the OIEs sharing this OIP. The relative deviation (RD) of the overall observed experimental abundance of this OIP relative to the summed ideal value is then calculated. The final individual abundance of the OIP for each OIE is the individual ideal experimental abundance multiplied by 1 + RD. Initial studies were performed using higher-energy collisional dissociation tandem mass spectra on myoglobin (with direct infusion) and the intact E. coli proteome (with liquid chromatographic separation). Comprehensive data at the protein and proteome levels, high confidence and good reproducibility were achieved. The resolving method reported here can, in principle, be extended to resolve any envelope-type overlapping data for which the corresponding theoretical reference values are available. Nature Publishing Group 2015-10-06 /pmc/articles/PMC4593959/ /pubmed/26439836 http://dx.doi.org/10.1038/srep14755 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Xiao, Kaijie Yu, Fan Fang, Houqin Xue, Bingbing Liu, Yan Tian, Zhixin Accurate and Efficient Resolution of Overlapping Isotopic Envelopes in Protein Tandem Mass Spectra |
title | Accurate and Efficient Resolution of Overlapping Isotopic Envelopes in Protein Tandem Mass Spectra |
title_full | Accurate and Efficient Resolution of Overlapping Isotopic Envelopes in Protein Tandem Mass Spectra |
title_fullStr | Accurate and Efficient Resolution of Overlapping Isotopic Envelopes in Protein Tandem Mass Spectra |
title_full_unstemmed | Accurate and Efficient Resolution of Overlapping Isotopic Envelopes in Protein Tandem Mass Spectra |
title_short | Accurate and Efficient Resolution of Overlapping Isotopic Envelopes in Protein Tandem Mass Spectra |
title_sort | accurate and efficient resolution of overlapping isotopic envelopes in protein tandem mass spectra |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4593959/ https://www.ncbi.nlm.nih.gov/pubmed/26439836 http://dx.doi.org/10.1038/srep14755 |
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