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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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 |
work_keys_str_mv |
AT ctiradcervinka structureandglasstransitiontemperatureofamorphousdispersionsofmodelpharmaceuticalswithnucleobasesfrommoleculardynamics AT michalfulem structureandglasstransitiontemperatureofamorphousdispersionsofmodelpharmaceuticalswithnucleobasesfrommoleculardynamics |
_version_ |
1721190761458827264 |