Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1784660099655008256 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8884154 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT brunnerandreasdavid ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation AT thielertmarvin ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation AT vasilopouloucatherine ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation AT ammarconstantin ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation AT cosciafabian ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation AT mundandreas ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation AT hoerningoleb ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation AT bachenicolai ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation AT apalateguiamalia ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation AT lubeckmarkus ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation AT richtersabrina ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation AT fischerdavids ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation AT raetheroliver ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation AT parkmelvina ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation AT meierflorian ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation AT theisfabianj ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation AT mannmatthias ultrahighsensitivitymassspectrometryquantifiessinglecellproteomechangesuponperturbation |