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Time-resolved in vivo ubiquitinome profiling by DIA-MS reveals USP7 targets on a proteome-wide scale

Mass spectrometry (MS)-based ubiquitinomics provides system-level understanding of ubiquitin signaling. Here we present a scalable workflow for deep and precise in vivo ubiquitinome profiling, coupling an improved sample preparation protocol with data-independent acquisition (DIA)-MS and neural netw...

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Autores principales: Steger, Martin, Demichev, Vadim, Backman, Mattias, Ohmayer, Uli, Ihmor, Phillip, Müller, Stefan, Ralser, Markus, Daub, Henrik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8438043/
https://www.ncbi.nlm.nih.gov/pubmed/34518535
http://dx.doi.org/10.1038/s41467-021-25454-1
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author Steger, Martin
Demichev, Vadim
Backman, Mattias
Ohmayer, Uli
Ihmor, Phillip
Müller, Stefan
Ralser, Markus
Daub, Henrik
author_facet Steger, Martin
Demichev, Vadim
Backman, Mattias
Ohmayer, Uli
Ihmor, Phillip
Müller, Stefan
Ralser, Markus
Daub, Henrik
author_sort Steger, Martin
collection PubMed
description Mass spectrometry (MS)-based ubiquitinomics provides system-level understanding of ubiquitin signaling. Here we present a scalable workflow for deep and precise in vivo ubiquitinome profiling, coupling an improved sample preparation protocol with data-independent acquisition (DIA)-MS and neural network-based data processing specifically optimized for ubiquitinomics. Compared to data-dependent acquisition (DDA), our method more than triples identification numbers to 70,000 ubiquitinated peptides in single MS runs, while significantly improving robustness and quantification precision. Upon inhibition of the oncology target USP7, we simultaneously record ubiquitination and consequent changes in abundance of more than 8,000 proteins at high temporal resolution. While ubiquitination of hundreds of proteins increases within minutes of USP7 inhibition, we find that only a small fraction of those are ever degraded, thereby dissecting the scope of USP7 action. Our method enables rapid mode-of-action profiling of candidate drugs targeting DUBs or ubiquitin ligases at high precision and throughput.
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spelling pubmed-84380432021-10-04 Time-resolved in vivo ubiquitinome profiling by DIA-MS reveals USP7 targets on a proteome-wide scale Steger, Martin Demichev, Vadim Backman, Mattias Ohmayer, Uli Ihmor, Phillip Müller, Stefan Ralser, Markus Daub, Henrik Nat Commun Article Mass spectrometry (MS)-based ubiquitinomics provides system-level understanding of ubiquitin signaling. Here we present a scalable workflow for deep and precise in vivo ubiquitinome profiling, coupling an improved sample preparation protocol with data-independent acquisition (DIA)-MS and neural network-based data processing specifically optimized for ubiquitinomics. Compared to data-dependent acquisition (DDA), our method more than triples identification numbers to 70,000 ubiquitinated peptides in single MS runs, while significantly improving robustness and quantification precision. Upon inhibition of the oncology target USP7, we simultaneously record ubiquitination and consequent changes in abundance of more than 8,000 proteins at high temporal resolution. While ubiquitination of hundreds of proteins increases within minutes of USP7 inhibition, we find that only a small fraction of those are ever degraded, thereby dissecting the scope of USP7 action. Our method enables rapid mode-of-action profiling of candidate drugs targeting DUBs or ubiquitin ligases at high precision and throughput. Nature Publishing Group UK 2021-09-13 /pmc/articles/PMC8438043/ /pubmed/34518535 http://dx.doi.org/10.1038/s41467-021-25454-1 Text en © The Author(s) 2021 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
Steger, Martin
Demichev, Vadim
Backman, Mattias
Ohmayer, Uli
Ihmor, Phillip
Müller, Stefan
Ralser, Markus
Daub, Henrik
Time-resolved in vivo ubiquitinome profiling by DIA-MS reveals USP7 targets on a proteome-wide scale
title Time-resolved in vivo ubiquitinome profiling by DIA-MS reveals USP7 targets on a proteome-wide scale
title_full Time-resolved in vivo ubiquitinome profiling by DIA-MS reveals USP7 targets on a proteome-wide scale
title_fullStr Time-resolved in vivo ubiquitinome profiling by DIA-MS reveals USP7 targets on a proteome-wide scale
title_full_unstemmed Time-resolved in vivo ubiquitinome profiling by DIA-MS reveals USP7 targets on a proteome-wide scale
title_short Time-resolved in vivo ubiquitinome profiling by DIA-MS reveals USP7 targets on a proteome-wide scale
title_sort time-resolved in vivo ubiquitinome profiling by dia-ms reveals usp7 targets on a proteome-wide scale
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8438043/
https://www.ncbi.nlm.nih.gov/pubmed/34518535
http://dx.doi.org/10.1038/s41467-021-25454-1
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