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Robust dimethyl‐based multiplex‐DIA doubles single‐cell proteome depth via a reference channel
Single‐cell proteomics aims to characterize biological function and heterogeneity at the level of proteins in an unbiased manner. It is currently limited in proteomic depth, throughput, and robustness, which we address here by a streamlined multiplexed workflow using data‐independent acquisition (mD...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10495816/ https://www.ncbi.nlm.nih.gov/pubmed/37602975 http://dx.doi.org/10.15252/msb.202211503 |
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author | Thielert, Marvin Itang, Ericka CM Ammar, Constantin Rosenberger, Florian A Bludau, Isabell Schweizer, Lisa Nordmann, Thierry M Skowronek, Patricia Wahle, Maria Zeng, Wen‐Feng Zhou, Xie‐Xuan Brunner, Andreas‐David Richter, Sabrina Levesque, Mitchell P Theis, Fabian J Steger, Martin Mann, Matthias |
author_facet | Thielert, Marvin Itang, Ericka CM Ammar, Constantin Rosenberger, Florian A Bludau, Isabell Schweizer, Lisa Nordmann, Thierry M Skowronek, Patricia Wahle, Maria Zeng, Wen‐Feng Zhou, Xie‐Xuan Brunner, Andreas‐David Richter, Sabrina Levesque, Mitchell P Theis, Fabian J Steger, Martin Mann, Matthias |
author_sort | Thielert, Marvin |
collection | PubMed |
description | Single‐cell proteomics aims to characterize biological function and heterogeneity at the level of proteins in an unbiased manner. It is currently limited in proteomic depth, throughput, and robustness, which we address here by a streamlined multiplexed workflow using data‐independent acquisition (mDIA). We demonstrate automated and complete dimethyl labeling of bulk or single‐cell samples, without losing proteomic depth. Lys‐N digestion enables five‐plex quantification at MS1 and MS2 level. Because the multiplexed channels are quantitatively isolated from each other, mDIA accommodates a reference channel that does not interfere with the target channels. Our algorithm RefQuant takes advantage of this and confidently quantifies twice as many proteins per single cell compared to our previous work (Brunner et al, PMID 35226415), while our workflow currently allows routine analysis of 80 single cells per day. Finally, we combined mDIA with spatial proteomics to increase the throughput of Deep Visual Proteomics seven‐fold for microdissection and four‐fold for MS analysis. Applying this to primary cutaneous melanoma, we discovered proteomic signatures of cells within distinct tumor microenvironments, showcasing its potential for precision oncology. |
format | Online Article Text |
id | pubmed-10495816 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104958162023-09-13 Robust dimethyl‐based multiplex‐DIA doubles single‐cell proteome depth via a reference channel Thielert, Marvin Itang, Ericka CM Ammar, Constantin Rosenberger, Florian A Bludau, Isabell Schweizer, Lisa Nordmann, Thierry M Skowronek, Patricia Wahle, Maria Zeng, Wen‐Feng Zhou, Xie‐Xuan Brunner, Andreas‐David Richter, Sabrina Levesque, Mitchell P Theis, Fabian J Steger, Martin Mann, Matthias Mol Syst Biol Method Single‐cell proteomics aims to characterize biological function and heterogeneity at the level of proteins in an unbiased manner. It is currently limited in proteomic depth, throughput, and robustness, which we address here by a streamlined multiplexed workflow using data‐independent acquisition (mDIA). We demonstrate automated and complete dimethyl labeling of bulk or single‐cell samples, without losing proteomic depth. Lys‐N digestion enables five‐plex quantification at MS1 and MS2 level. Because the multiplexed channels are quantitatively isolated from each other, mDIA accommodates a reference channel that does not interfere with the target channels. Our algorithm RefQuant takes advantage of this and confidently quantifies twice as many proteins per single cell compared to our previous work (Brunner et al, PMID 35226415), while our workflow currently allows routine analysis of 80 single cells per day. Finally, we combined mDIA with spatial proteomics to increase the throughput of Deep Visual Proteomics seven‐fold for microdissection and four‐fold for MS analysis. Applying this to primary cutaneous melanoma, we discovered proteomic signatures of cells within distinct tumor microenvironments, showcasing its potential for precision oncology. John Wiley and Sons Inc. 2023-08-21 /pmc/articles/PMC10495816/ /pubmed/37602975 http://dx.doi.org/10.15252/msb.202211503 Text en © 2023 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 | Method Thielert, Marvin Itang, Ericka CM Ammar, Constantin Rosenberger, Florian A Bludau, Isabell Schweizer, Lisa Nordmann, Thierry M Skowronek, Patricia Wahle, Maria Zeng, Wen‐Feng Zhou, Xie‐Xuan Brunner, Andreas‐David Richter, Sabrina Levesque, Mitchell P Theis, Fabian J Steger, Martin Mann, Matthias Robust dimethyl‐based multiplex‐DIA doubles single‐cell proteome depth via a reference channel |
title | Robust dimethyl‐based multiplex‐DIA doubles single‐cell proteome depth via a reference channel |
title_full | Robust dimethyl‐based multiplex‐DIA doubles single‐cell proteome depth via a reference channel |
title_fullStr | Robust dimethyl‐based multiplex‐DIA doubles single‐cell proteome depth via a reference channel |
title_full_unstemmed | Robust dimethyl‐based multiplex‐DIA doubles single‐cell proteome depth via a reference channel |
title_short | Robust dimethyl‐based multiplex‐DIA doubles single‐cell proteome depth via a reference channel |
title_sort | robust dimethyl‐based multiplex‐dia doubles single‐cell proteome depth via a reference channel |
topic | Method |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10495816/ https://www.ncbi.nlm.nih.gov/pubmed/37602975 http://dx.doi.org/10.15252/msb.202211503 |
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