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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2023
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.
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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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