Structure and Glass Transition Temperature of Amorphous Dispersions of Model Pharmaceuticals with Nucleobases from Molecular Dynamics

Glass transition temperature (<i>T</i><sub>g</sub>) is an important material property, which predetermines the kinetic stability of amorphous solids. In the context of active pharmaceutical ingredients (API), there is motivation to maximize their <i>T</i><sub&g...

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Main Authors: Ctirad Červinka, Michal Fulem
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Pharmaceutics
Subjects:
Online Access:https://www.mdpi.com/1999-4923/13/8/1253
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spelling doaj-8df58a6332e846379f4a5e7cc5af05d82021-08-26T14:13:12ZengMDPI AGPharmaceutics1999-49232021-08-01131253125310.3390/pharmaceutics13081253Structure and Glass Transition Temperature of Amorphous Dispersions of Model Pharmaceuticals with Nucleobases from Molecular DynamicsCtirad Červinka0Michal Fulem1Department of Physical Chemistry, University of Chemistry and Technology, Prague, Technická 5, CZ-166 28 Prague, Czech RepublicDepartment of Physical Chemistry, University of Chemistry and Technology, Prague, Technická 5, CZ-166 28 Prague, Czech RepublicGlass transition temperature (<i>T</i><sub>g</sub>) is an important material property, which predetermines the kinetic stability of amorphous solids. In the context of active pharmaceutical ingredients (API), there is motivation to maximize their <i>T</i><sub>g</sub> by forming amorphous mixtures with other chemicals, labeled excipients. Molecular dynamics simulations are a natural computational tool to investigate the relationships between structure, dynamics, and cohesion of amorphous materials with an all-atom resolution. This work presents a computational study, addressing primarily the predictions of the glass transition temperatures of four selected API (carbamazepine, racemic ibuprofen, indomethacin, and naproxen) with two nucleobases (adenine and cytosine). Since the classical non-polarizable simulations fail to reach the quantitative accuracy of the predicted <i>T</i><sub>g</sub>, analyses of internal dynamics, hydrogen bonding, and cohesive forces in bulk phases of pure API and their mixtures with the nucleobases are performed to interpret the predicted trends. This manuscript reveals the method for a systematic search of beneficial pairs of API and excipients (with maximum <i>T</i><sub>g</sub> when mixed). Monitoring of transport and cohesive properties of API–excipients systems via molecular simulation will enable the design of such API formulations more efficiently in the future.https://www.mdpi.com/1999-4923/13/8/1253active pharmaceutical ingredientsamorphous dispersionglass transitionmolecular dynamics
collection DOAJ
language English
format Article
sources DOAJ
author Ctirad Červinka
Michal Fulem
spellingShingle Ctirad Červinka
Michal Fulem
Structure and Glass Transition Temperature of Amorphous Dispersions of Model Pharmaceuticals with Nucleobases from Molecular Dynamics
Pharmaceutics
active pharmaceutical ingredients
amorphous dispersion
glass transition
molecular dynamics
author_facet Ctirad Červinka
Michal Fulem
author_sort Ctirad Červinka
title Structure and Glass Transition Temperature of Amorphous Dispersions of Model Pharmaceuticals with Nucleobases from Molecular Dynamics
title_short Structure and Glass Transition Temperature of Amorphous Dispersions of Model Pharmaceuticals with Nucleobases from Molecular Dynamics
title_full Structure and Glass Transition Temperature of Amorphous Dispersions of Model Pharmaceuticals with Nucleobases from Molecular Dynamics
title_fullStr Structure and Glass Transition Temperature of Amorphous Dispersions of Model Pharmaceuticals with Nucleobases from Molecular Dynamics
title_full_unstemmed Structure and Glass Transition Temperature of Amorphous Dispersions of Model Pharmaceuticals with Nucleobases from Molecular Dynamics
title_sort structure and glass transition temperature of amorphous dispersions of model pharmaceuticals with nucleobases from molecular dynamics
publisher MDPI AG
series Pharmaceutics
issn 1999-4923
publishDate 2021-08-01
description Glass transition temperature (<i>T</i><sub>g</sub>) is an important material property, which predetermines the kinetic stability of amorphous solids. In the context of active pharmaceutical ingredients (API), there is motivation to maximize their <i>T</i><sub>g</sub> by forming amorphous mixtures with other chemicals, labeled excipients. Molecular dynamics simulations are a natural computational tool to investigate the relationships between structure, dynamics, and cohesion of amorphous materials with an all-atom resolution. This work presents a computational study, addressing primarily the predictions of the glass transition temperatures of four selected API (carbamazepine, racemic ibuprofen, indomethacin, and naproxen) with two nucleobases (adenine and cytosine). Since the classical non-polarizable simulations fail to reach the quantitative accuracy of the predicted <i>T</i><sub>g</sub>, analyses of internal dynamics, hydrogen bonding, and cohesive forces in bulk phases of pure API and their mixtures with the nucleobases are performed to interpret the predicted trends. This manuscript reveals the method for a systematic search of beneficial pairs of API and excipients (with maximum <i>T</i><sub>g</sub> when mixed). Monitoring of transport and cohesive properties of API–excipients systems via molecular simulation will enable the design of such API formulations more efficiently in the future.
topic active pharmaceutical ingredients
amorphous dispersion
glass transition
molecular dynamics
url https://www.mdpi.com/1999-4923/13/8/1253
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