Progress in fed-batch culture for recombinant protein production in CHO cells

WJ Xu, Y Lin, CL Mi, JY Pang, TY Wang - Applied Microbiology and …, 2023 - Springer
Nearly 80% of the approved human therapeutic antibodies are produced by Chinese
Hamster Ovary (CHO) cells. To achieve better cell growth and high-yield recombinant …

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 …

Strategies and considerations for improving recombinant antibody production and quality in Chinese hamster ovary cells

JH Zhang, LL Shan, F Liang, CY Du… - Frontiers in bioengineering …, 2022 - frontiersin.org
Recombinant antibodies are rapidly developing therapeutic agents; approximately 40 novel
antibody molecules enter clinical trials each year, most of which are produced from Chinese …

[HTML][HTML] The era of big data: Genome-scale modelling meets machine learning

A Antonakoudis, R Barbosa, P Kotidis… - Computational and …, 2020 - Elsevier
With omics data being generated at an unprecedented rate, genome-scale modelling has
become pivotal in its organisation and analysis. However, machine learning methods have …

A genome‐scale metabolic network model and machine learning predict amino acid concentrations in Chinese hamster ovary cell cultures

SM Schinn, C Morrison, W Wei… - Biotechnology and …, 2021 - Wiley Online Library
The control of nutrient availability is critical to large‐scale manufacturing of biotherapeutics.
However, the quantification of proteinogenic amino acids is time‐consuming and thus is …

Cell-culture process optimization via model-based predictions of metabolism and protein glycosylation

JV Reddy, K Raudenbush, ET Papoutsakis… - Biotechnology …, 2023 - Elsevier
In order to meet the rising demand for biologics and become competitive on the developing
biosimilar market, there is a need for process intensification of biomanufacturing processes …

Synergisms of machine learning and constraint‐based modeling of metabolism for analysis and optimization of fermentation parameters

MK Khaleghi, ISP Savizi, NE Lewis… - Biotechnology …, 2021 - Wiley Online Library
Recent noteworthy advances in developing high‐performing microbial and mammalian
strains have enabled the sustainable production of bio‐economically valuable substances …

Recent advances in culture medium design for enhanced production of monoclonal antibodies in CHO cells: a comparative study of machine learning and systems …

H Kavoni, ISP Savizi, NE Lewis… - Biotechnology Advances, 2024 - Elsevier
The production of monoclonal antibodies (mAbs) using Chinese Hamster Ovary (CHO) cells
has revolutionized the treatment of numerous diseases, solidifying their position as a …

Guidelines for extracting biologically relevant context-specific metabolic models using gene expression data

S Gopalakrishnan, CJ Joshi… - Metabolic …, 2023 - Elsevier
Genome-scale metabolic models comprehensively describe an organism's metabolism and
can be tailored using omics data to model condition-specific physiology. The quality of …

Genome-scale modeling of Chinese hamster ovary cells by hybrid semi-parametric flux balance analysis

JRC Ramos, GP Oliveira, P Dumas… - Bioprocess and biosystems …, 2022 - Springer
Flux balance analysis (FBA) is currently the standard method to compute metabolic fluxes in
genome-scale networks. Several FBA extensions employing diverse objective functions …