Modeling of lactose enzymatic hydrolysis using Monte Carlo method
Background: Mathematical modeling is useful in the analysis, prediction, and optimization of an enzymatic process. Unlike the conventional modeling methods, Monte Carlo method has special advantages in providing representations of the molecule’s spatial distribution. However, thus far, Monte Carlo m...
Main Authors: | , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2019-07-01
|
Series: | Electronic Journal of Biotechnology |
Online Access: | http://www.sciencedirect.com/science/article/pii/S0717345819300260 |
id |
doaj-dd2a22fef1574c3b9f76bc50e7d9478e |
---|---|
record_format |
Article |
spelling |
doaj-dd2a22fef1574c3b9f76bc50e7d9478e2020-11-25T02:07:44ZengElsevierElectronic Journal of Biotechnology0717-34582019-07-01407883Modeling of lactose enzymatic hydrolysis using Monte Carlo methodLing Gao0Qingqing Guo1Huibin Lin2Deng Pan3Xiaodong Huang4Jianqun Lin5Jianqiang Lin6Institute of Information Science and Engineering, School of Information Science and Engineering, Shandong Normal University, Jinan, ChinaState Key Laboratory of Microbial Technology, Shandong University, Qingdao, ChinaShandong Academy of Chinese Medicine, Jinan, ChinaShandong Yian Biotechnology Co., Jinan, ChinaShandong Academy of Pharmaceutical Sciences, Jinan, ChinaState Key Laboratory of Microbial Technology, Shandong University, Qingdao, China; Corresponding authors.State Key Laboratory of Microbial Technology, Shandong University, Qingdao, China; Corresponding authors.Background: Mathematical modeling is useful in the analysis, prediction, and optimization of an enzymatic process. Unlike the conventional modeling methods, Monte Carlo method has special advantages in providing representations of the molecule’s spatial distribution. However, thus far, Monte Carlo modeling of enzymatic system is namely based on unimolecular basis, not suitable for practical applications. In this research, Monte Carlo modeling is performed for enzymatic hydrolysis of lactose for the purpose of real-time applications. Results: The enzyme hydrolysis of lactose, which is conformed to Michaelis–Menten kinetics, is modeled using the Monte Carlo modeling method, and the simulation results prove that the model predicts the reaction kinetics very well. Conclusions: Monte Carlo modeling method can be used to model enzymatic reactions in a simple way for real-time applications.How to cite: Gao L, Guo Q, Lin H, et al. Modeling of lactose enzymatic hydrolysis using Monte Carlo method. Electron J Biotechnol 2019;41.https://doi.org/10.1016/j.ejbt.2019.04.010 Keywords: β-Galactosidase, Enzymatic hydrolysis, Enzymes, Galactose, Hydrolysis, Immobilized, Lactose, Modeling, Monte Carlo, Silica gel, Stochastic, Tagatosehttp://www.sciencedirect.com/science/article/pii/S0717345819300260 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ling Gao Qingqing Guo Huibin Lin Deng Pan Xiaodong Huang Jianqun Lin Jianqiang Lin |
spellingShingle |
Ling Gao Qingqing Guo Huibin Lin Deng Pan Xiaodong Huang Jianqun Lin Jianqiang Lin Modeling of lactose enzymatic hydrolysis using Monte Carlo method Electronic Journal of Biotechnology |
author_facet |
Ling Gao Qingqing Guo Huibin Lin Deng Pan Xiaodong Huang Jianqun Lin Jianqiang Lin |
author_sort |
Ling Gao |
title |
Modeling of lactose enzymatic hydrolysis using Monte Carlo method |
title_short |
Modeling of lactose enzymatic hydrolysis using Monte Carlo method |
title_full |
Modeling of lactose enzymatic hydrolysis using Monte Carlo method |
title_fullStr |
Modeling of lactose enzymatic hydrolysis using Monte Carlo method |
title_full_unstemmed |
Modeling of lactose enzymatic hydrolysis using Monte Carlo method |
title_sort |
modeling of lactose enzymatic hydrolysis using monte carlo method |
publisher |
Elsevier |
series |
Electronic Journal of Biotechnology |
issn |
0717-3458 |
publishDate |
2019-07-01 |
description |
Background: Mathematical modeling is useful in the analysis, prediction, and optimization of an enzymatic process. Unlike the conventional modeling methods, Monte Carlo method has special advantages in providing representations of the molecule’s spatial distribution. However, thus far, Monte Carlo modeling of enzymatic system is namely based on unimolecular basis, not suitable for practical applications. In this research, Monte Carlo modeling is performed for enzymatic hydrolysis of lactose for the purpose of real-time applications. Results: The enzyme hydrolysis of lactose, which is conformed to Michaelis–Menten kinetics, is modeled using the Monte Carlo modeling method, and the simulation results prove that the model predicts the reaction kinetics very well. Conclusions: Monte Carlo modeling method can be used to model enzymatic reactions in a simple way for real-time applications.How to cite: Gao L, Guo Q, Lin H, et al. Modeling of lactose enzymatic hydrolysis using Monte Carlo method. Electron J Biotechnol 2019;41.https://doi.org/10.1016/j.ejbt.2019.04.010 Keywords: β-Galactosidase, Enzymatic hydrolysis, Enzymes, Galactose, Hydrolysis, Immobilized, Lactose, Modeling, Monte Carlo, Silica gel, Stochastic, Tagatose |
url |
http://www.sciencedirect.com/science/article/pii/S0717345819300260 |
work_keys_str_mv |
AT linggao modelingoflactoseenzymatichydrolysisusingmontecarlomethod AT qingqingguo modelingoflactoseenzymatichydrolysisusingmontecarlomethod AT huibinlin modelingoflactoseenzymatichydrolysisusingmontecarlomethod AT dengpan modelingoflactoseenzymatichydrolysisusingmontecarlomethod AT xiaodonghuang modelingoflactoseenzymatichydrolysisusingmontecarlomethod AT jianqunlin modelingoflactoseenzymatichydrolysisusingmontecarlomethod AT jianqianglin modelingoflactoseenzymatichydrolysisusingmontecarlomethod |
_version_ |
1724929961255501824 |