Mechanistic and data-driven modeling of protein glycosylation

CF Shek, P Kotidis, M Betenbaugh - Current Opinion in Chemical …, 2021 - Elsevier
Modulation of glycosylation in therapeutic proteins is a critical aspect to their development
and production. The levels of various glycan moieties greatly impact the therapeutic protein's …

A Markov chain model for N-linked protein glycosylation–towards a low-parameter tool for model-driven glycoengineering

PN Spahn, AH Hansen, HG Hansen, J Arnsdorf… - Metabolic …, 2016 - Elsevier
Glycosylation is a critical quality attribute of most recombinant biotherapeutics.
Consequently, drug development requires careful control of glycoforms to meet bioactivity …

Computational tools for predicting and controlling the glycosylation of biopharmaceuticals

C Kontoravdi, IJ del Val - Current opinion in chemical engineering, 2018 - Elsevier
Highlights•Glycosylation as a Critical Quality Attribute of biopharmaceuticals.•Review of the
sixteen mathematical models for protein glycosylation that have been published since …

[HTML][HTML] A Markov model of glycosylation elucidates isozyme specificity and glycosyltransferase interactions for glycoengineering

C Liang, AWT Chiang, AH Hansen, J Arnsdorf… - Current research in …, 2020 - Elsevier
Glycosylated biopharmaceuticals are important in the global pharmaceutical market. Despite
the importance of their glycan structures, our limited knowledge of the glycosylation …

N-Glycosylation of IgG and IgG-Like Recombinant Therapeutic Proteins: Why Is It Important and How Can We Control It?

NI Majewska, ML Tejada… - Annual Review of …, 2020 - annualreviews.org
Regulatory bodies worldwide consider N-glycosylation to be a critical quality attribute for
immunoglobulin G (IgG) and IgG-like therapeutics. This consideration is due to the …

[HTML][HTML] Effects of N-glycosylation on protein conformation and dynamics: Protein Data Bank analysis and molecular dynamics simulation study

HS Lee, Y Qi, W Im - Scientific reports, 2015 - nature.com
N-linked glycosylation is one of the most important, chemically complex and ubiquitous post-
translational modifications in all eukaryotes. The N-glycans that are covalently linked to …

[HTML][HTML] Innovative Metrics for Reporting and Comparing the Glycan Structural Profile in Biotherapeutics

R Mastrangeli, A Satwekar, H Bierau - Molecules, 2023 - mdpi.com
Glycosylation is a critical quality attribute in biotherapeutics, impacting properties such as
protein stability, solubility, clearance rate, efficacy, immunogenicity, and safety. Due to the …

Artificial intelligence in the analysis of glycosylation data

H Li, AWT Chiang, NE Lewis - Biotechnology advances, 2022 - Elsevier
Glycans are complex, yet ubiquitous across biological systems. They are involved in diverse
essential organismal functions. Aberrant glycosylation may lead to disease development …

[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 …

[图书][B] Recent advances in glycosylation modifications in the context of therapeutic glycoproteins

X Zhong, W Somers - 2012 - books.google.com
Glycosylation is one of the most complex post-translation modifications, commonly found in
many cell surface and secreted eukaryotic proteins. 1-2% of the human transcriptome …