A comprehensive CHO SWATH-MS spectral library for robust quantitative profiling of 10,000 proteins.
Kae Hwan SimLillian Chia-Yi LiuHwee Tong TanKelly TanDaniel NgWei ZhangSteven C L HoStephen TateXuezhi BiPublished in: Scientific data (2020)
Sequential window acquisition of all theoretical fragment-ion spectra (SWATH) is a data-independent acquisition (DIA) strategy that requires a specific spectral library to generate unbiased and consistent quantitative data matrices of all peptides. SWATH-MS is a promising approach for in-depth proteomic profiling of Chinese hamster Ovary (CHO) cell lines, improving mechanistic understanding of process optimization, and real-time monitoring of process parameters in biologics R&D and manufacturing. However, no spectral library for CHO cells is publicly available. Here we present a comprehensive CHO global spectral library to measure the abundance of more than 10,000 proteins consisting of 199,102 identified peptides from a CHO-K1 cell proteome. The robustness, accuracy and consistency of the spectral library were validated for high confidence in protein identification and reproducible quantification in different CHO-derived cell lines, instrumental setups and downstream processing samples. The availability of a comprehensive SWATH CHO global spectral library will facilitate detailed characterization of upstream and downstream processes, as well as quality by design (QbD) in biomanufacturing. The data have been deposited to ProteomeXchange (PXD016047).
Keyphrases
- optical coherence tomography
- dual energy
- single cell
- electronic health record
- mass spectrometry
- big data
- multiple sclerosis
- stem cells
- high resolution
- induced apoptosis
- magnetic resonance imaging
- oxidative stress
- machine learning
- signaling pathway
- cell proliferation
- molecular dynamics
- cell cycle arrest
- data analysis
- label free