Synergising stoichiometric modelling with artificial neural networks to predict antibody glycosylation patterns in Chinese hamster ovary cells-Reference-Cited by-同舟云学术

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Synergising stoichiometric modelling with artificial neural networks to predict antibody glycosylation patterns in Chinese hamster ovary cells

Published:2021-11 Issue: Volume:154 Page:107471
ISSN:0098-1354
Container-title:Computers & Chemical Engineering
language:en
Short-container-title:Computers & Chemical Engineering

Author:

Antonakoudis Athanasios,Strain Benjamin,Barbosa Rodrigo,Jimenez del Val Ioscani,Kontoravdi Cleo

Funder

Science Foundation Ireland

GlaxoSmithKline

Engineering and Physical Sciences Research Council

Biotechnology and Biological Sciences Research Council

Publisher

Elsevier BV

Subject

Computer Science Applications,General Chemical Engineering

Reference39 articles.

1. Metabolic flux analysis of CHO cells at growth and non-growth phases using isotopic tracers and mass spectrometry;Ahn;Metab. Eng.,2011

2. In-line and real-time prediction of recombinant antibody titer by in situ Raman spectroscopy;André;Anal. Chim. Acta,2015

3. The era of big data: genome-scale modelling meets machine learning;Antonakoudis;Comput. Struct. Biotechnol. J.,2020

4. In-line monitoring of amino acids in mammalian cell cultures using raman spectroscopy and multivariate chemometrics models;Bhatia;Eng. Life Sci.,2018

5. Metabolic signatures of GS-CHO cell clones associated with butyrate treatment and culture phase transition;Carinhas;Biotechnol. Bioeng.,2013

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1. Antibody glycan quality predicted from CHO cell culture media markers and machine learning;Computational and Structural Biotechnology Journal;2024-12

2. End-to-end process flowsheet modeling for biopharmaceutical production: current state and future potential;Current Opinion in Chemical Engineering;2024-09

3. Driving towards digital biomanufacturing by CHO genome-scale models;Trends in Biotechnology;2024-09

4. Machine learning tool as an enabler for rapid quantification of monoclonal antibodies N-glycans using fluorescence detector;International Journal of Biological Macromolecules;2024-06

5. Machine Learning and Deep Learning Strategies for Chinese Hamster Ovary Cell Bioprocess Optimization;Fermentation;2024-04-27

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