Plate IV.182 · Publications

Robust dimethyl‐based multiplex‐DIA doubles single‐cell proteome depth via a reference channel

Article in Molecular Systems Biology, 21 August 2023.

Open accessResearch area: Diabetes, Children, Risk

Authors

  1. Marvin Thielert
  2. Ericka CM Itang
  3. Constantin Ammar
  4. Florian A Rosenberger
  5. Isabell Bludau
  6. Lisa Schweizer
  7. Thierry M Nordmann
  8. Patricia Skowronek
  9. Maria Wahle
  10. Wen‐Feng Zeng
  11. Xie‐Xuan Zhou
  12. Andreas‐David Brunner
  13. Sabrina Richter
  14. Mitchell P Levesque
  15. Fabian J Theis
  16. Martin Steger
  17. Matthias Mann

Abstract

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.

Versions2

  1. PublishedMolecular Systems Biology10.15252/msb.202211503
  2. PreprintbioRxiv10.1101/2022.12.02.518917

Cite

@article{thielert2023robust,
  title = {{Robust dimethyl‐based multiplex‐DIA doubles single‐cell proteome depth via a reference channel}},
  author = {Thielert, Marvin and Itang, Ericka CM and Ammar, Constantin and Rosenberger, Florian A and Bludau, Isabell and Schweizer, Lisa and Nordmann, Thierry M and Skowronek, Patricia and Wahle, Maria and Zeng, Wen‐Feng and Zhou, Xie‐Xuan and Brunner, Andreas‐David and Richter, Sabrina and Levesque, Mitchell P and Theis, Fabian J and Steger, Martin and Mann, Matthias},
  journal = {Molecular Systems Biology},
  publisher = {Springer Science and Business Media LLC},
  year = {2023},
  month = aug,
  doi = {10.15252/msb.202211503},
  url = {https://doi.org/10.15252/msb.202211503},
  pmid = {37602975},
  pmcid = {PMC10495816}
}
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