Utilize the CHO metabolic model to identify limiting nutrient consumption, cofactor bottlenecks, and toxic byproduct pathways (lactate/ammonia).
Design a set of rational genomic modifications (e.g., KO of pro-apoptosis genes, tuning of LDHA) and regulatory tuning targets (Base Editing).
Define screening assays (e.g., titer, lactate consumption rate) based on optimization goals.
Execute multiplex genome editing (CRISPR-Cas9, Base Editing, CRISPRi) using RNP or lentiviral delivery systems.
Select for stable integration or editing events using metabolic or antibiotic selection.
Isolate single cells and generate monoclonal cell lines.
Integrate screening and assay data back into the metabolic model to validate predictions and refine design rules.
Select the final optimized clone based on titer, stability, and product quality metrics.
Delivery of the verified CHO master cell bank (MCB) and comprehensive optimization report.