High-Throughput Workflow for Detergent-free Cell-Based Proteomic Characterization
We have developed an automated cell-based workflow for the quantification of proteins by liquid chromatography-mass spectrometry (LC-MS) that facilitates large-scale perturbation studies carried out in a 96-well plate format and enables the preparation of one full plate in approximately 4 h, showcasing a high-throughput (HTP) concept. Cells were grown in a 96-well plate and lysed via ultrasonication. Proteins were subsequently solubilized, extracted, and processed into tryptic peptides for 2 h before being acquired by data-independent acquisition mass spectrometry (DIA-MS). This workflow leverages adaptive focused acoustics (AFA) technology for ultrasonication to aid cell lysis and protein solubilization on an automated liquid handling platform. As proof of principle, AC16 human cardiomyocyte-like cells were cultured in a 96-well plate under optimized conditions that were compatible with the downstream HTP pipeline. Over 30,000 peptides were identified, corresponding to the detection of 5100 unique proteins. 50% of measured proteins had an average coefficient of variation (CV) under 25% from approximately 30,000 cells. Our optimized detergent-free buffer consisting of ammonium bicarbonate yielded comparable findings. For the same number of cells, 5000 proteins were identified from 29,000 peptides, 40% of which demonstrated a CV under 25%.
Authors
- Jennifer E. Van Eyk (ORCID: https://orcid.org/0000-0001-9050-148X)
- Niveda Sundararaman (ORCID: https://orcid.org/0000-0001-7708-3754)
- Simion Kreimer (ORCID: https://orcid.org/0000-0001-6627-3771)
- Ali Haghani
- Alejandro Rivas (ORCID: https://orcid.org/0000-0002-9613-3769)
- Koen Raedschelders (ORCID: https://orcid.org/0000-0003-0835-4762)
- Sameer Vasantgadkar
- Aleksandr Stotland (ORCID: https://orcid.org/0000-0003-4794-1097)
- Kasturi Pal (ORCID: https://orcid.org/0000-0002-7328-5153)
- Saeed Seyedmohammad (ORCID: https://orcid.org/0000-0001-8591-540X)
- Eugenio Daviso (ORCID: https://orcid.org/0009-0005-8596-315X)
- Sudha S. Savant
- Christopher W. Murray (ORCID: https://orcid.org/0000-0003-3733-0700)
- Maxim Zhgamadze
- Ajay Bharadwaj
Institutions
- Cedars-Sinai Smidt Heart Institute (US)
- Covaris (United States) (US)
- Beckman Coulter Foundation (US)
Publication Details
- Journal
- Journal of Proteome Research
- Published
- 2025-04-21
- DOI
- https://doi.org/10.1021/acs.jproteome.4c00892
- Citations
- 1
- Primary Topic
- Advanced Proteomics Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.76
Funders
- Cedars-Sinai Medical Center
- National Institutes of Health