Cargando…

Prediction of the Effective Work Function of Aspirin and Paracetamol Crystals by Density Functional Theory—A First-Principles Study

[Image: see text] Crystals of active pharmaceutical ingredients (API) are prone to triboelectric charging due to their dielectric nature. This characteristic, coupled with their typically low density and often large aspect ratio, poses significant challenges in the manufacturing process. The pharmac...

Descripción completa

Detalles Bibliográficos
Autores principales: Middleton, James R., Scott, Andrew J., Storey, Richard, Marucci, Mariagrazia, Ghadiri, Mojtaba
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10485818/
https://www.ncbi.nlm.nih.gov/pubmed/37692333
http://dx.doi.org/10.1021/acs.cgd.3c00218
_version_ 1785102869692678144
author Middleton, James R.
Scott, Andrew J.
Storey, Richard
Marucci, Mariagrazia
Ghadiri, Mojtaba
author_facet Middleton, James R.
Scott, Andrew J.
Storey, Richard
Marucci, Mariagrazia
Ghadiri, Mojtaba
author_sort Middleton, James R.
collection PubMed
description [Image: see text] Crystals of active pharmaceutical ingredients (API) are prone to triboelectric charging due to their dielectric nature. This characteristic, coupled with their typically low density and often large aspect ratio, poses significant challenges in the manufacturing process. The pharmaceutical industry frequently encounters issues during the secondary processing of APIs, such as particle adhesion to walls, clump formation, unreliable flow, and the need for careful handling to mitigate the risk of fire and explosions. These challenges are further intensified by the limited availability of powder quantities for testing, particularly in the early stages of drug development. Therefore, it is highly desirable to develop predictive tools that can assess the triboelectric propensity of APIs. In this study, Density Functional Theory calculations are employed to predict the effective work function of different facets of aspirin and paracetamol crystals, both in a vacuum and in the presence of water molecules on their surfaces. The calculations reveal significant variations in the work function across different facets and materials. Moreover, the adsorption of water molecules induces a shift in the work function. These findings underscore the considerable impact of distinct surface terminations and the presence of molecular water on the calculated effective work function of pharmaceuticals. Consequently, this approach offers a valuable predictive tool for determining the triboelectric propensity of APIs.
format Online
Article
Text
id pubmed-10485818
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher American Chemical Society
record_format MEDLINE/PubMed
spelling pubmed-104858182023-09-09 Prediction of the Effective Work Function of Aspirin and Paracetamol Crystals by Density Functional Theory—A First-Principles Study Middleton, James R. Scott, Andrew J. Storey, Richard Marucci, Mariagrazia Ghadiri, Mojtaba Cryst Growth Des [Image: see text] Crystals of active pharmaceutical ingredients (API) are prone to triboelectric charging due to their dielectric nature. This characteristic, coupled with their typically low density and often large aspect ratio, poses significant challenges in the manufacturing process. The pharmaceutical industry frequently encounters issues during the secondary processing of APIs, such as particle adhesion to walls, clump formation, unreliable flow, and the need for careful handling to mitigate the risk of fire and explosions. These challenges are further intensified by the limited availability of powder quantities for testing, particularly in the early stages of drug development. Therefore, it is highly desirable to develop predictive tools that can assess the triboelectric propensity of APIs. In this study, Density Functional Theory calculations are employed to predict the effective work function of different facets of aspirin and paracetamol crystals, both in a vacuum and in the presence of water molecules on their surfaces. The calculations reveal significant variations in the work function across different facets and materials. Moreover, the adsorption of water molecules induces a shift in the work function. These findings underscore the considerable impact of distinct surface terminations and the presence of molecular water on the calculated effective work function of pharmaceuticals. Consequently, this approach offers a valuable predictive tool for determining the triboelectric propensity of APIs. American Chemical Society 2023-07-31 /pmc/articles/PMC10485818/ /pubmed/37692333 http://dx.doi.org/10.1021/acs.cgd.3c00218 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Middleton, James R.
Scott, Andrew J.
Storey, Richard
Marucci, Mariagrazia
Ghadiri, Mojtaba
Prediction of the Effective Work Function of Aspirin and Paracetamol Crystals by Density Functional Theory—A First-Principles Study
title Prediction of the Effective Work Function of Aspirin and Paracetamol Crystals by Density Functional Theory—A First-Principles Study
title_full Prediction of the Effective Work Function of Aspirin and Paracetamol Crystals by Density Functional Theory—A First-Principles Study
title_fullStr Prediction of the Effective Work Function of Aspirin and Paracetamol Crystals by Density Functional Theory—A First-Principles Study
title_full_unstemmed Prediction of the Effective Work Function of Aspirin and Paracetamol Crystals by Density Functional Theory—A First-Principles Study
title_short Prediction of the Effective Work Function of Aspirin and Paracetamol Crystals by Density Functional Theory—A First-Principles Study
title_sort prediction of the effective work function of aspirin and paracetamol crystals by density functional theory—a first-principles study
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10485818/
https://www.ncbi.nlm.nih.gov/pubmed/37692333
http://dx.doi.org/10.1021/acs.cgd.3c00218
work_keys_str_mv AT middletonjamesr predictionoftheeffectiveworkfunctionofaspirinandparacetamolcrystalsbydensityfunctionaltheoryafirstprinciplesstudy
AT scottandrewj predictionoftheeffectiveworkfunctionofaspirinandparacetamolcrystalsbydensityfunctionaltheoryafirstprinciplesstudy
AT storeyrichard predictionoftheeffectiveworkfunctionofaspirinandparacetamolcrystalsbydensityfunctionaltheoryafirstprinciplesstudy
AT maruccimariagrazia predictionoftheeffectiveworkfunctionofaspirinandparacetamolcrystalsbydensityfunctionaltheoryafirstprinciplesstudy
AT ghadirimojtaba predictionoftheeffectiveworkfunctionofaspirinandparacetamolcrystalsbydensityfunctionaltheoryafirstprinciplesstudy