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Prioritized mass spectrometry increases the depth, sensitivity and data completeness of single-cell proteomics
Major aims of single-cell proteomics include increasing the consistency, sensitivity and depth of protein quantification, especially for proteins and modifications of biological interest. Here, to simultaneously advance all these aims, we developed prioritized Single-Cell ProtEomics (pSCoPE). pSCoPE...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group US
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10172113/ https://www.ncbi.nlm.nih.gov/pubmed/37012480 http://dx.doi.org/10.1038/s41592-023-01830-1 |
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author | Huffman, R. Gray Leduc, Andrew Wichmann, Christoph Di Gioia, Marco Borriello, Francesco Specht, Harrison Derks, Jason Khan, Saad Khoury, Luke Emmott, Edward Petelski, Aleksandra A. Perlman, David H. Cox, Jürgen Zanoni, Ivan Slavov, Nikolai |
author_facet | Huffman, R. Gray Leduc, Andrew Wichmann, Christoph Di Gioia, Marco Borriello, Francesco Specht, Harrison Derks, Jason Khan, Saad Khoury, Luke Emmott, Edward Petelski, Aleksandra A. Perlman, David H. Cox, Jürgen Zanoni, Ivan Slavov, Nikolai |
author_sort | Huffman, R. Gray |
collection | PubMed |
description | Major aims of single-cell proteomics include increasing the consistency, sensitivity and depth of protein quantification, especially for proteins and modifications of biological interest. Here, to simultaneously advance all these aims, we developed prioritized Single-Cell ProtEomics (pSCoPE). pSCoPE consistently analyzes thousands of prioritized peptides across all single cells (thus increasing data completeness) while maximizing instrument time spent analyzing identifiable peptides, thus increasing proteome depth. These strategies increased the sensitivity, data completeness and proteome coverage over twofold. The gains enabled quantifying protein variation in untreated and lipopolysaccharide-treated primary macrophages. Within each condition, proteins covaried within functional sets, including phagosome maturation and proton transport, similarly across both treatment conditions. This covariation is coupled to phenotypic variability in endocytic activity. pSCoPE also enabled quantifying proteolytic products, suggesting a gradient of cathepsin activities within a treatment condition. pSCoPE is freely available and widely applicable, especially for analyzing proteins of interest without sacrificing proteome coverage. Support for pSCoPE is available at http://scp.slavovlab.net/pSCoPE. |
format | Online Article Text |
id | pubmed-10172113 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group US |
record_format | MEDLINE/PubMed |
spelling | pubmed-101721132023-05-12 Prioritized mass spectrometry increases the depth, sensitivity and data completeness of single-cell proteomics Huffman, R. Gray Leduc, Andrew Wichmann, Christoph Di Gioia, Marco Borriello, Francesco Specht, Harrison Derks, Jason Khan, Saad Khoury, Luke Emmott, Edward Petelski, Aleksandra A. Perlman, David H. Cox, Jürgen Zanoni, Ivan Slavov, Nikolai Nat Methods Article Major aims of single-cell proteomics include increasing the consistency, sensitivity and depth of protein quantification, especially for proteins and modifications of biological interest. Here, to simultaneously advance all these aims, we developed prioritized Single-Cell ProtEomics (pSCoPE). pSCoPE consistently analyzes thousands of prioritized peptides across all single cells (thus increasing data completeness) while maximizing instrument time spent analyzing identifiable peptides, thus increasing proteome depth. These strategies increased the sensitivity, data completeness and proteome coverage over twofold. The gains enabled quantifying protein variation in untreated and lipopolysaccharide-treated primary macrophages. Within each condition, proteins covaried within functional sets, including phagosome maturation and proton transport, similarly across both treatment conditions. This covariation is coupled to phenotypic variability in endocytic activity. pSCoPE also enabled quantifying proteolytic products, suggesting a gradient of cathepsin activities within a treatment condition. pSCoPE is freely available and widely applicable, especially for analyzing proteins of interest without sacrificing proteome coverage. Support for pSCoPE is available at http://scp.slavovlab.net/pSCoPE. Nature Publishing Group US 2023-04-03 2023 /pmc/articles/PMC10172113/ /pubmed/37012480 http://dx.doi.org/10.1038/s41592-023-01830-1 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Huffman, R. Gray Leduc, Andrew Wichmann, Christoph Di Gioia, Marco Borriello, Francesco Specht, Harrison Derks, Jason Khan, Saad Khoury, Luke Emmott, Edward Petelski, Aleksandra A. Perlman, David H. Cox, Jürgen Zanoni, Ivan Slavov, Nikolai Prioritized mass spectrometry increases the depth, sensitivity and data completeness of single-cell proteomics |
title | Prioritized mass spectrometry increases the depth, sensitivity and data completeness of single-cell proteomics |
title_full | Prioritized mass spectrometry increases the depth, sensitivity and data completeness of single-cell proteomics |
title_fullStr | Prioritized mass spectrometry increases the depth, sensitivity and data completeness of single-cell proteomics |
title_full_unstemmed | Prioritized mass spectrometry increases the depth, sensitivity and data completeness of single-cell proteomics |
title_short | Prioritized mass spectrometry increases the depth, sensitivity and data completeness of single-cell proteomics |
title_sort | prioritized mass spectrometry increases the depth, sensitivity and data completeness of single-cell proteomics |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10172113/ https://www.ncbi.nlm.nih.gov/pubmed/37012480 http://dx.doi.org/10.1038/s41592-023-01830-1 |
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