European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical SciencesAmino AcidsAntibodiesMonoclonalMachine LearningAnimals
Machine learning-enhanced 1NMR for rapid amino acid quantification in monoclonal antibody production.
Yingting Shi, Kerui Fang, Sijun Wu, Yuxiang Wan, Yuxia Jin, Jiayu Yang, Xinyuan Xie, Jianyang Pan, Haibin Wang, Haibin Qu
Published: 202510.1016/j.ejps.2025.107356
Abstract
In monoclonal antibody (mAb) production, fluctuations in amino acid supply significantly impact cell growth, productivity, and product quality. Quantitative proton nuclear magnetic resonance (1H NMR) -based amino acid monitoring has been widely adopt…
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