Development and Validation of a Virtual Gelatin Model Using Molecular Modeling Computational Tools

To successfully design and optimize the application of hydrogel matrices one has to effectively combine computational design tools with experimental methods. In this context, one of the most promising techniques is molecular modeling, which requires however accurate molecular models representing the...

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Main Authors: Lukasz Radosinski, Karolina Labus, Piotr Zemojtel, Jakub W. Wojciechowski
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Molecules
Subjects:
Online Access:https://www.mdpi.com/1420-3049/24/18/3365
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spelling doaj-fdbc4dd11c8b402882448f39c53a02b32020-11-24T22:21:01ZengMDPI AGMolecules1420-30492019-09-012418336510.3390/molecules24183365molecules24183365Development and Validation of a Virtual Gelatin Model Using Molecular Modeling Computational ToolsLukasz Radosinski0Karolina Labus1Piotr Zemojtel2Jakub W. Wojciechowski3Department of Bioprocess and Biochemical Engineering, Faculty of Chemistry, Wroclaw University of Science and Technology, 50-370 Wroclaw, PolandDepartment of Bioprocess and Biochemical Engineering, Faculty of Chemistry, Wroclaw University of Science and Technology, 50-370 Wroclaw, PolandFaculty of Chemistry, Wroclaw University of Science and Technology, 50-370 Wroclaw, PolandFaculty of Fundamental Problems of Technology, Wroclaw University of Science and Technology, 50-370 Wroclaw, PolandTo successfully design and optimize the application of hydrogel matrices one has to effectively combine computational design tools with experimental methods. In this context, one of the most promising techniques is molecular modeling, which requires however accurate molecular models representing the investigated material. Although this method has been successfully used over the years for predicting the properties of polymers, its application to biopolymers, including gelatin, is limited. In this paper we provide a method for creating an atomistic representation of gelatin based on the modified FASTA codes of natural collagen. We show that the model created in this manner reproduces known experimental values of gelatin properties like density, glass-rubber transition temperature, WAXS profile and isobaric thermal expansion coefficient. We also present that molecular dynamics using the INTERFACE force field provides enough accuracy to track changes of density, fractional free volume and Hansen solubility coefficient over a narrow temperature regime (273−318 K) with 1 K accuracy. Thus we depict that using molecular dynamics one can predict properties of gelatin biopolymer as an efficient matrix for immobilization of various bioactive compounds, including enzymes.https://www.mdpi.com/1420-3049/24/18/3365biopolymersgelatinhydrogelmolecular dynamicsfunctional polymeric matrices
collection DOAJ
language English
format Article
sources DOAJ
author Lukasz Radosinski
Karolina Labus
Piotr Zemojtel
Jakub W. Wojciechowski
spellingShingle Lukasz Radosinski
Karolina Labus
Piotr Zemojtel
Jakub W. Wojciechowski
Development and Validation of a Virtual Gelatin Model Using Molecular Modeling Computational Tools
Molecules
biopolymers
gelatin
hydrogel
molecular dynamics
functional polymeric matrices
author_facet Lukasz Radosinski
Karolina Labus
Piotr Zemojtel
Jakub W. Wojciechowski
author_sort Lukasz Radosinski
title Development and Validation of a Virtual Gelatin Model Using Molecular Modeling Computational Tools
title_short Development and Validation of a Virtual Gelatin Model Using Molecular Modeling Computational Tools
title_full Development and Validation of a Virtual Gelatin Model Using Molecular Modeling Computational Tools
title_fullStr Development and Validation of a Virtual Gelatin Model Using Molecular Modeling Computational Tools
title_full_unstemmed Development and Validation of a Virtual Gelatin Model Using Molecular Modeling Computational Tools
title_sort development and validation of a virtual gelatin model using molecular modeling computational tools
publisher MDPI AG
series Molecules
issn 1420-3049
publishDate 2019-09-01
description To successfully design and optimize the application of hydrogel matrices one has to effectively combine computational design tools with experimental methods. In this context, one of the most promising techniques is molecular modeling, which requires however accurate molecular models representing the investigated material. Although this method has been successfully used over the years for predicting the properties of polymers, its application to biopolymers, including gelatin, is limited. In this paper we provide a method for creating an atomistic representation of gelatin based on the modified FASTA codes of natural collagen. We show that the model created in this manner reproduces known experimental values of gelatin properties like density, glass-rubber transition temperature, WAXS profile and isobaric thermal expansion coefficient. We also present that molecular dynamics using the INTERFACE force field provides enough accuracy to track changes of density, fractional free volume and Hansen solubility coefficient over a narrow temperature regime (273−318 K) with 1 K accuracy. Thus we depict that using molecular dynamics one can predict properties of gelatin biopolymer as an efficient matrix for immobilization of various bioactive compounds, including enzymes.
topic biopolymers
gelatin
hydrogel
molecular dynamics
functional polymeric matrices
url https://www.mdpi.com/1420-3049/24/18/3365
work_keys_str_mv AT lukaszradosinski developmentandvalidationofavirtualgelatinmodelusingmolecularmodelingcomputationaltools
AT karolinalabus developmentandvalidationofavirtualgelatinmodelusingmolecularmodelingcomputationaltools
AT piotrzemojtel developmentandvalidationofavirtualgelatinmodelusingmolecularmodelingcomputationaltools
AT jakubwwojciechowski developmentandvalidationofavirtualgelatinmodelusingmolecularmodelingcomputationaltools
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