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Mzion enables deep and precise identification of peptides in data-dependent acquisition proteomics
Sensitive and reliable identification of proteins and peptides pertains the basis of proteomics. We introduce Mzion, a new database search tool for data-dependent acquisition (DDA) proteomics. Our tool utilizes an intensity tally strategy and achieves generally a higher performance in terms of depth...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10148867/ https://www.ncbi.nlm.nih.gov/pubmed/37120666 http://dx.doi.org/10.1038/s41598-023-34323-4 |
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author | Zhang, Qiang |
author_facet | Zhang, Qiang |
author_sort | Zhang, Qiang |
collection | PubMed |
description | Sensitive and reliable identification of proteins and peptides pertains the basis of proteomics. We introduce Mzion, a new database search tool for data-dependent acquisition (DDA) proteomics. Our tool utilizes an intensity tally strategy and achieves generally a higher performance in terms of depth and precision across 20 datasets, ranging from large-scale to single-cell proteomics. Compared to several other search engines, Mzion matches on average 20% more peptide spectra at tryptic enzymatic specificity and 80% more at no enzymatic specificity from six large-scale, global datasets. Mzion also identifies more phosphopeptide spectra that can be explained by fewer proteins, demonstrated by six large-scale, local datasets corresponding to the global data. Our findings highlight the potential of Mzion for improving proteomic analysis and advancing our understanding of protein biology. |
format | Online Article Text |
id | pubmed-10148867 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-101488672023-05-01 Mzion enables deep and precise identification of peptides in data-dependent acquisition proteomics Zhang, Qiang Sci Rep Article Sensitive and reliable identification of proteins and peptides pertains the basis of proteomics. We introduce Mzion, a new database search tool for data-dependent acquisition (DDA) proteomics. Our tool utilizes an intensity tally strategy and achieves generally a higher performance in terms of depth and precision across 20 datasets, ranging from large-scale to single-cell proteomics. Compared to several other search engines, Mzion matches on average 20% more peptide spectra at tryptic enzymatic specificity and 80% more at no enzymatic specificity from six large-scale, global datasets. Mzion also identifies more phosphopeptide spectra that can be explained by fewer proteins, demonstrated by six large-scale, local datasets corresponding to the global data. Our findings highlight the potential of Mzion for improving proteomic analysis and advancing our understanding of protein biology. Nature Publishing Group UK 2023-04-29 /pmc/articles/PMC10148867/ /pubmed/37120666 http://dx.doi.org/10.1038/s41598-023-34323-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Zhang, Qiang Mzion enables deep and precise identification of peptides in data-dependent acquisition proteomics |
title | Mzion enables deep and precise identification of peptides in data-dependent acquisition proteomics |
title_full | Mzion enables deep and precise identification of peptides in data-dependent acquisition proteomics |
title_fullStr | Mzion enables deep and precise identification of peptides in data-dependent acquisition proteomics |
title_full_unstemmed | Mzion enables deep and precise identification of peptides in data-dependent acquisition proteomics |
title_short | Mzion enables deep and precise identification of peptides in data-dependent acquisition proteomics |
title_sort | mzion enables deep and precise identification of peptides in data-dependent acquisition proteomics |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10148867/ https://www.ncbi.nlm.nih.gov/pubmed/37120666 http://dx.doi.org/10.1038/s41598-023-34323-4 |
work_keys_str_mv | AT zhangqiang mzionenablesdeepandpreciseidentificationofpeptidesindatadependentacquisitionproteomics |