TY - JOUR
T1 - Modelling hyaluronan degradation by streptococcus pneumoniae hyaluronate lyase
AU - Mai, Vinh Q.
AU - Vo, Tuoi T.
AU - Meere, Martin
N1 - Publisher Copyright:
© 2018 Elsevier Inc.
PY - 2018/9
Y1 - 2018/9
N2 - Hyaluronic acid (Hyaluronan) is a linear, high molecular weight polysaccharide that forms an important component of the extracellular matrix. It is an excellent biomaterial, and it is increasingly being used in biotechnology, biomedical applications, and drug delivery. Polymer chains of hyaluronan occur in many different lengths in nature, and can be as large as multiples of ten thousand. Since the biological function of a hyaluronan chain often depends on its molecular weight, it is of value for applications to develop reliable quantitative descriptions of the degradation processes of hyaluronan. In particular, the development of such models should assist with the rational design of production processes to create polymer chains in a given molecular weight category for a specific application. In this paper, we propose a new mathematical model for the degradation of hyaluronan by the enzyme streptococcus pneumoniae hyaluronate lyase. The model is based on a processive kinetic mechanism and consists of a coupled system of nonlinear ordinary differential equations for the species of interest. The model parameters are estimated using published experimental data, and good agreement between theory and experiment is found. Numerical experimentation and a Sobol global sensitivity analysis reveal that the key model parameters are the initial enzyme concentration and the rate constants for enzyme adsorption and catalysis.
AB - Hyaluronic acid (Hyaluronan) is a linear, high molecular weight polysaccharide that forms an important component of the extracellular matrix. It is an excellent biomaterial, and it is increasingly being used in biotechnology, biomedical applications, and drug delivery. Polymer chains of hyaluronan occur in many different lengths in nature, and can be as large as multiples of ten thousand. Since the biological function of a hyaluronan chain often depends on its molecular weight, it is of value for applications to develop reliable quantitative descriptions of the degradation processes of hyaluronan. In particular, the development of such models should assist with the rational design of production processes to create polymer chains in a given molecular weight category for a specific application. In this paper, we propose a new mathematical model for the degradation of hyaluronan by the enzyme streptococcus pneumoniae hyaluronate lyase. The model is based on a processive kinetic mechanism and consists of a coupled system of nonlinear ordinary differential equations for the species of interest. The model parameters are estimated using published experimental data, and good agreement between theory and experiment is found. Numerical experimentation and a Sobol global sensitivity analysis reveal that the key model parameters are the initial enzyme concentration and the rate constants for enzyme adsorption and catalysis.
KW - Hyaluronic acid
KW - Mathematical model
KW - Parameter estimation
KW - Polymer degradation
KW - Sensitivity analysis
KW - Streptococcus pneumoniae
UR - https://www.scopus.com/pages/publications/85050388744
U2 - 10.1016/j.mbs.2018.07.002
DO - 10.1016/j.mbs.2018.07.002
M3 - Article
C2 - 30006007
AN - SCOPUS:85050388744
SN - 0025-5564
VL - 303
SP - 126
EP - 138
JO - Mathematical Biosciences
JF - Mathematical Biosciences
ER -