[HTML][HTML] Moving towards an era of hybrid modelling: advantages and challenges of coupling mechanistic and data-driven models for upstream pharmaceutical …

A Tsopanoglou, IJ del Val - Current Opinion in Chemical Engineering, 2021 - Elsevier
Highlights•Mathematical models as tools to establish quantitative links between bioprocess
CPPs and KPIs.•Review of the advantages and limitations of mechanistic and statistical …

N-glycosylation design and control of therapeutic monoclonal antibodies

S Sha, C Agarabi, K Brorson, DY Lee, S Yoon - Trends in biotechnology, 2016 - cell.com
The N-linked glycan profiles on recombinant monoclonal antibody therapeutics significantly
affect antibody biological functions and are largely determined by host cell genotypes and …

[HTML][HTML] Harnessing the potential of artificial neural networks for predicting protein glycosylation

P Kotidis, C Kontoravdi - Metabolic engineering communications, 2020 - Elsevier
Kinetic models offer incomparable insight on cellular mechanisms controlling protein
glycosylation. However, their ability to reproduce site-specific glycoform distributions …

Bioprocess digital twins of mammalian cell culture for advanced biomanufacturing

SY Park, CH Park, DH Choi, JK Hong… - Current Opinion in …, 2021 - Elsevier
Today's biomanufacturing processes are still operated based on experience, and thus can
hardly cope with increasing bioprocess complexity. Recently, there is a growing interest in …

Osmolality effects on CHO cell growth, cell volume, antibody productivity and glycosylation

S Alhuthali, P Kotidis, C Kontoravdi - International journal of molecular …, 2021 - mdpi.com
The addition of nutrients and accumulation of metabolites in a fed-batch culture of Chinese
hamster ovary (CHO) cells leads to an increase in extracellular osmolality in late stage …

The emerging role of systems biology for engineering protein production in CHO cells

CC Kuo, AWT Chiang, I Shamie, M Samoudi… - Current Opinion in …, 2018 - Elsevier
Highlights•3 waves of innovation have enhanced protein production in CHO cells.•Systems-
level methods are now unravelling drivers of protein production.•Predictive models will …

Kinetic modeling of mammalian cell culture bioprocessing: the quest to advance biomanufacturing

S Kyriakopoulos, KS Ang, M Lakshmanan… - Biotechnology …, 2018 - Wiley Online Library
Kinetic modeling is the most suitable framework to describe the dynamic behavior of
mammalian cell culture although its industrial application is still in its infancy. Herein, the …

Model‐based optimization of antibody galactosylation in CHO cell culture

P Kotidis, P Jedrzejewski, SN Sou… - Biotechnology and …, 2019 - Wiley Online Library
Exerting control over the glycan moieties of antibody therapeutics is highly desirable from a
product safety and batch‐to‐batch consistency perspective. Strategies to improve antibody …

On the use of surface plasmon resonance biosensing to understand IgG-FcγR interactions

C Forest-Nault, J Gaudreault, O Henry… - International Journal of …, 2021 - mdpi.com
Surface plasmon resonance (SPR)-based optical biosensors offer real-time and label-free
analysis of protein interactions, which has extensively contributed to the discovery and …

The formidable challenge of controlling high mannose-type N-glycans in therapeutic mAbs

R Mastrangeli, MC Audino, W Palinsky, H Broly… - Trends in …, 2020 - cell.com
The clinical efficacy and safety of therapeutic monoclonal antibodies (mAbs) are significantly
affected by their Fc-glycosylation profile. High mannose-type N-glycans (HM) affect efficacy …