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Ultra‐high sensitivity mass spectrometry quantifies single‐cell proteome changes upon perturbation

Single‐cell technologies are revolutionizing biology but are today mainly limited to imaging and deep sequencing. However, proteins are the main drivers of cellular function and in‐depth characterization of individual cells by mass spectrometry (MS)‐based proteomics would thus be highly valuable and...

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Autores principales: Brunner, Andreas‐David, Thielert, Marvin, Vasilopoulou, Catherine, Ammar, Constantin, Coscia, Fabian, Mund, Andreas, Hoerning, Ole B, Bache, Nicolai, Apalategui, Amalia, Lubeck, Markus, Richter, Sabrina, Fischer, David S, Raether, Oliver, Park, Melvin A, Meier, Florian, Theis, Fabian J, Mann, Matthias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8884154/
https://www.ncbi.nlm.nih.gov/pubmed/35226415
http://dx.doi.org/10.15252/msb.202110798
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author Brunner, Andreas‐David
Thielert, Marvin
Vasilopoulou, Catherine
Ammar, Constantin
Coscia, Fabian
Mund, Andreas
Hoerning, Ole B
Bache, Nicolai
Apalategui, Amalia
Lubeck, Markus
Richter, Sabrina
Fischer, David S
Raether, Oliver
Park, Melvin A
Meier, Florian
Theis, Fabian J
Mann, Matthias
author_facet Brunner, Andreas‐David
Thielert, Marvin
Vasilopoulou, Catherine
Ammar, Constantin
Coscia, Fabian
Mund, Andreas
Hoerning, Ole B
Bache, Nicolai
Apalategui, Amalia
Lubeck, Markus
Richter, Sabrina
Fischer, David S
Raether, Oliver
Park, Melvin A
Meier, Florian
Theis, Fabian J
Mann, Matthias
author_sort Brunner, Andreas‐David
collection PubMed
description Single‐cell technologies are revolutionizing biology but are today mainly limited to imaging and deep sequencing. However, proteins are the main drivers of cellular function and in‐depth characterization of individual cells by mass spectrometry (MS)‐based proteomics would thus be highly valuable and complementary. Here, we develop a robust workflow combining miniaturized sample preparation, very low flow‐rate chromatography, and a novel trapped ion mobility mass spectrometer, resulting in a more than 10‐fold improved sensitivity. We precisely and robustly quantify proteomes and their changes in single, FACS‐isolated cells. Arresting cells at defined stages of the cell cycle by drug treatment retrieves expected key regulators. Furthermore, it highlights potential novel ones and allows cell phase prediction. Comparing the variability in more than 430 single‐cell proteomes to transcriptome data revealed a stable‐core proteome despite perturbation, while the transcriptome appears stochastic. Our technology can readily be applied to ultra‐high sensitivity analyses of tissue material, posttranslational modifications, and small molecule studies from small cell counts to gain unprecedented insights into cellular heterogeneity in health and disease.
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spelling pubmed-88841542022-03-04 Ultra‐high sensitivity mass spectrometry quantifies single‐cell proteome changes upon perturbation Brunner, Andreas‐David Thielert, Marvin Vasilopoulou, Catherine Ammar, Constantin Coscia, Fabian Mund, Andreas Hoerning, Ole B Bache, Nicolai Apalategui, Amalia Lubeck, Markus Richter, Sabrina Fischer, David S Raether, Oliver Park, Melvin A Meier, Florian Theis, Fabian J Mann, Matthias Mol Syst Biol Articles Single‐cell technologies are revolutionizing biology but are today mainly limited to imaging and deep sequencing. However, proteins are the main drivers of cellular function and in‐depth characterization of individual cells by mass spectrometry (MS)‐based proteomics would thus be highly valuable and complementary. Here, we develop a robust workflow combining miniaturized sample preparation, very low flow‐rate chromatography, and a novel trapped ion mobility mass spectrometer, resulting in a more than 10‐fold improved sensitivity. We precisely and robustly quantify proteomes and their changes in single, FACS‐isolated cells. Arresting cells at defined stages of the cell cycle by drug treatment retrieves expected key regulators. Furthermore, it highlights potential novel ones and allows cell phase prediction. Comparing the variability in more than 430 single‐cell proteomes to transcriptome data revealed a stable‐core proteome despite perturbation, while the transcriptome appears stochastic. Our technology can readily be applied to ultra‐high sensitivity analyses of tissue material, posttranslational modifications, and small molecule studies from small cell counts to gain unprecedented insights into cellular heterogeneity in health and disease. John Wiley and Sons Inc. 2022-02-28 /pmc/articles/PMC8884154/ /pubmed/35226415 http://dx.doi.org/10.15252/msb.202110798 Text en © 2022 The Authors Published under the terms of the CC BY 4.0 license https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Articles
Brunner, Andreas‐David
Thielert, Marvin
Vasilopoulou, Catherine
Ammar, Constantin
Coscia, Fabian
Mund, Andreas
Hoerning, Ole B
Bache, Nicolai
Apalategui, Amalia
Lubeck, Markus
Richter, Sabrina
Fischer, David S
Raether, Oliver
Park, Melvin A
Meier, Florian
Theis, Fabian J
Mann, Matthias
Ultra‐high sensitivity mass spectrometry quantifies single‐cell proteome changes upon perturbation
title Ultra‐high sensitivity mass spectrometry quantifies single‐cell proteome changes upon perturbation
title_full Ultra‐high sensitivity mass spectrometry quantifies single‐cell proteome changes upon perturbation
title_fullStr Ultra‐high sensitivity mass spectrometry quantifies single‐cell proteome changes upon perturbation
title_full_unstemmed Ultra‐high sensitivity mass spectrometry quantifies single‐cell proteome changes upon perturbation
title_short Ultra‐high sensitivity mass spectrometry quantifies single‐cell proteome changes upon perturbation
title_sort ultra‐high sensitivity mass spectrometry quantifies single‐cell proteome changes upon perturbation
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8884154/
https://www.ncbi.nlm.nih.gov/pubmed/35226415
http://dx.doi.org/10.15252/msb.202110798
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