Proteomics in biomanufacturing control: Protein dynamics of CHO-K1 cells and conditioned media during apoptosis and necrosis.
Simone AlbrechtChristian KaisermayerClair GallagherAmy FarrellAnna LindebergJonathan BonesPublished in: Biotechnology and bioengineering (2018)
Cell viability has a critical impact on product quantity and quality during the biomanufacturing of therapeutic proteins. An advanced understanding of changes in the cellular and conditioned media proteomes upon cell stress and death is therefore needed for improved bioprocess control. Here, a high pH/low pH reversed phase data independent 2D-LC-MSE discovery proteomics platform was applied to study the cellular and conditioned media proteomes of CHO-K1 apoptosis and necrosis models where cell death was induced by staurosporine exposure or aeration shear in a benchtop bioreactor, respectively. Functional classification of gene ontology terms related to molecular functions, biological processes, and cellular components revealed both cell death independent and specific features. In addition, label free quantitation using the Hi3 approach resulted in a comprehensive shortlist of 23 potential cell viability marker proteins with highest abundance and a significant increase in the conditioned media upon induction of cell death, including proteins related to cellular stress response, signal mediation, cytoskeletal organization, cell differentiation, cell interaction as well as metabolic and proteolytic enzymes which are interesting candidates for translating into targeted analysis platforms for monitoring bioprocessing response and increasing process control.
Keyphrases
- cell death
- cell cycle arrest
- label free
- mass spectrometry
- single cell
- pi k akt
- high throughput
- cell therapy
- wastewater treatment
- induced apoptosis
- deep learning
- oxidative stress
- small molecule
- high resolution
- endoplasmic reticulum stress
- big data
- liquid chromatography
- signaling pathway
- depressive symptoms
- electronic health record
- amino acid
- microbial community
- stem cells
- gene expression
- mesenchymal stem cells
- social support
- simultaneous determination
- heat stress
- dna methylation
- transcription factor
- tandem mass spectrometry