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). Background & Summary Chinese hamster ovary (CHO) cells are widely studied in biomedical research and have been used for the production of nearly 70% recombinant therapeutic proteins, including the blockbuster monoclonal antibodies (mAbs) such as adalimumab (Humira), bevacizumab (Avastin), and trastuzumab (Herceptin) 1-4. As with other biopharmaceuticals, the production of recombinant mAbs using CHO cells is strictly regulated by the US Food and Drug Administration (FDA) and the European Medicines Agency (EMA) 5. The quality by design (QbD) approach is emphasized in order to ensure all aspects of CHO mAb product development and manufacturing are evaluated and consistent 6-9. Hence, in order to enhance the mAb product quality while minimizing potential adverse effects, a thorough understanding of the recombinant mAbs, the early-stage product development process as well as the production and purification process is critical. Mass spectrometry (MS)-based proteomics techniques have been applied to facilitate the QbD approach for optimal bioprocess design, and enhanced quality and yield of biotherapeutic products 10-13. For example, the data-dependent acquisition (DDA) shotgun proteomics has been demonstrated to complement the traditional immunoassays (western blotting and ELISA) to monitor and analyze known and/or previously unseen host cell proteins (HCPs) in the drug manufacturing processes 14-16. Nevertheless, due to the stochastic nature of peptide sampling by DDA-MS technique, multi-dimensional separation or fractionation steps and lengthy chromatographic gradients are often required to increase the proteome coverage over a large dynamic range of protein concentrations. Additionally, the advanced MS methodologies usually require well-trained professionals to operate t...