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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
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.
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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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