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Predicting the Strength of Cohesive and Adhesive Interparticle Interactions for Dry Powder Inhalation Blends of Terbutaline Sulfate with α-Lactose Monohydrate

[Image: see text] Grid-based systematic search methods are used to investigate molecule–molecule, molecule–surface, and surface–surface contributions to interparticle interactions in order to identify the crystal faces that most strongly affect particle behavior during powder blend formulation and d...

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Autores principales: Ma, Cai Y., Nguyen, Thai T. H., Gajjar, Parmesh, Styliari, Ioanna D., Hammond, Robert B., Withers, Philip J., Murnane, Darragh, Roberts, Kevin J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10548469/
https://www.ncbi.nlm.nih.gov/pubmed/37682633
http://dx.doi.org/10.1021/acs.molpharmaceut.3c00292
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author Ma, Cai Y.
Nguyen, Thai T. H.
Gajjar, Parmesh
Styliari, Ioanna D.
Hammond, Robert B.
Withers, Philip J.
Murnane, Darragh
Roberts, Kevin J.
author_facet Ma, Cai Y.
Nguyen, Thai T. H.
Gajjar, Parmesh
Styliari, Ioanna D.
Hammond, Robert B.
Withers, Philip J.
Murnane, Darragh
Roberts, Kevin J.
author_sort Ma, Cai Y.
collection PubMed
description [Image: see text] Grid-based systematic search methods are used to investigate molecule–molecule, molecule–surface, and surface–surface contributions to interparticle interactions in order to identify the crystal faces that most strongly affect particle behavior during powder blend formulation and delivery processes. The model system comprises terbutaline sulfate (TBS) as an active pharmaceutical ingredient (API) and α-form lactose monohydrate (LMH). A combination of systematic molecular modeling and X-ray computed tomography (XCT) is used to determine not only the adhesive and cohesive interparticle energies but, also the agglomeration behavior during manufacturing and de-agglomeration behavior during delivery after inhalation. This is achieved through a detailed examination of the balance between the adhesive and cohesive energies with the XCT results confirming the blend segregation tendencies, through the particle–particle de-agglomeration process. The results reveal that the cohesive interaction energies of TBS–TBS are higher than the adhesive energies between TBS and LMH, but that the cohesive energies of LMH–LMH are the smallest between molecule and molecule, molecule and surface, and surface and surface. This shows how systematic grid-search molecular modeling along with XCT can guide the digital formulation design of inhalation powders in order to achieve optimum aerosolization and efficacy for inhaled medicines. This will lead to faster pharmaceutical design with less variability, higher quality, and enhanced performance.
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spelling pubmed-105484692023-10-05 Predicting the Strength of Cohesive and Adhesive Interparticle Interactions for Dry Powder Inhalation Blends of Terbutaline Sulfate with α-Lactose Monohydrate Ma, Cai Y. Nguyen, Thai T. H. Gajjar, Parmesh Styliari, Ioanna D. Hammond, Robert B. Withers, Philip J. Murnane, Darragh Roberts, Kevin J. Mol Pharm [Image: see text] Grid-based systematic search methods are used to investigate molecule–molecule, molecule–surface, and surface–surface contributions to interparticle interactions in order to identify the crystal faces that most strongly affect particle behavior during powder blend formulation and delivery processes. The model system comprises terbutaline sulfate (TBS) as an active pharmaceutical ingredient (API) and α-form lactose monohydrate (LMH). A combination of systematic molecular modeling and X-ray computed tomography (XCT) is used to determine not only the adhesive and cohesive interparticle energies but, also the agglomeration behavior during manufacturing and de-agglomeration behavior during delivery after inhalation. This is achieved through a detailed examination of the balance between the adhesive and cohesive energies with the XCT results confirming the blend segregation tendencies, through the particle–particle de-agglomeration process. The results reveal that the cohesive interaction energies of TBS–TBS are higher than the adhesive energies between TBS and LMH, but that the cohesive energies of LMH–LMH are the smallest between molecule and molecule, molecule and surface, and surface and surface. This shows how systematic grid-search molecular modeling along with XCT can guide the digital formulation design of inhalation powders in order to achieve optimum aerosolization and efficacy for inhaled medicines. This will lead to faster pharmaceutical design with less variability, higher quality, and enhanced performance. American Chemical Society 2023-09-08 /pmc/articles/PMC10548469/ /pubmed/37682633 http://dx.doi.org/10.1021/acs.molpharmaceut.3c00292 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 Ma, Cai Y.
Nguyen, Thai T. H.
Gajjar, Parmesh
Styliari, Ioanna D.
Hammond, Robert B.
Withers, Philip J.
Murnane, Darragh
Roberts, Kevin J.
Predicting the Strength of Cohesive and Adhesive Interparticle Interactions for Dry Powder Inhalation Blends of Terbutaline Sulfate with α-Lactose Monohydrate
title Predicting the Strength of Cohesive and Adhesive Interparticle Interactions for Dry Powder Inhalation Blends of Terbutaline Sulfate with α-Lactose Monohydrate
title_full Predicting the Strength of Cohesive and Adhesive Interparticle Interactions for Dry Powder Inhalation Blends of Terbutaline Sulfate with α-Lactose Monohydrate
title_fullStr Predicting the Strength of Cohesive and Adhesive Interparticle Interactions for Dry Powder Inhalation Blends of Terbutaline Sulfate with α-Lactose Monohydrate
title_full_unstemmed Predicting the Strength of Cohesive and Adhesive Interparticle Interactions for Dry Powder Inhalation Blends of Terbutaline Sulfate with α-Lactose Monohydrate
title_short Predicting the Strength of Cohesive and Adhesive Interparticle Interactions for Dry Powder Inhalation Blends of Terbutaline Sulfate with α-Lactose Monohydrate
title_sort predicting the strength of cohesive and adhesive interparticle interactions for dry powder inhalation blends of terbutaline sulfate with α-lactose monohydrate
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10548469/
https://www.ncbi.nlm.nih.gov/pubmed/37682633
http://dx.doi.org/10.1021/acs.molpharmaceut.3c00292
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