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Discovery of compounds with viscosity-reducing effects on biopharmaceutical formulations with monoclonal antibodies

For the development of concentrated monoclonal antibody formulations for subcutaneous administration, the main challenge is the high viscosity of the solutions. To compensate for this, viscosity reducing agents are commonly used as excipients. Here, we applied two computational chemistry approaches...

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Detalles Bibliográficos
Autores principales: Proj, Matic, Zidar, Mitja, Lebar, Blaž, Strašek, Nika, Miličić, Goran, Žula, Aleš, Gobec, Stanislav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9529560/
https://www.ncbi.nlm.nih.gov/pubmed/36212536
http://dx.doi.org/10.1016/j.csbj.2022.09.035
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author Proj, Matic
Zidar, Mitja
Lebar, Blaž
Strašek, Nika
Miličić, Goran
Žula, Aleš
Gobec, Stanislav
author_facet Proj, Matic
Zidar, Mitja
Lebar, Blaž
Strašek, Nika
Miličić, Goran
Žula, Aleš
Gobec, Stanislav
author_sort Proj, Matic
collection PubMed
description For the development of concentrated monoclonal antibody formulations for subcutaneous administration, the main challenge is the high viscosity of the solutions. To compensate for this, viscosity reducing agents are commonly used as excipients. Here, we applied two computational chemistry approaches to discover new viscosity-reducing agents: fingerprint similarity searching, and physicochemical property filtering. In total, 94 compounds were selected and experimentally evaluated on two model monoclonal antibodies, which led to the discovery of 44 new viscosity-reducing agents. Analysis of the results showed that using a simple filter that selects only compounds with three or more charge groups is a good ‘rule of thumb’ for selecting potential viscosity-reducing agents for two model monoclonal antibody formulations.
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spelling pubmed-95295602022-10-06 Discovery of compounds with viscosity-reducing effects on biopharmaceutical formulations with monoclonal antibodies Proj, Matic Zidar, Mitja Lebar, Blaž Strašek, Nika Miličić, Goran Žula, Aleš Gobec, Stanislav Comput Struct Biotechnol J Research Article For the development of concentrated monoclonal antibody formulations for subcutaneous administration, the main challenge is the high viscosity of the solutions. To compensate for this, viscosity reducing agents are commonly used as excipients. Here, we applied two computational chemistry approaches to discover new viscosity-reducing agents: fingerprint similarity searching, and physicochemical property filtering. In total, 94 compounds were selected and experimentally evaluated on two model monoclonal antibodies, which led to the discovery of 44 new viscosity-reducing agents. Analysis of the results showed that using a simple filter that selects only compounds with three or more charge groups is a good ‘rule of thumb’ for selecting potential viscosity-reducing agents for two model monoclonal antibody formulations. Research Network of Computational and Structural Biotechnology 2022-09-26 /pmc/articles/PMC9529560/ /pubmed/36212536 http://dx.doi.org/10.1016/j.csbj.2022.09.035 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Article
Proj, Matic
Zidar, Mitja
Lebar, Blaž
Strašek, Nika
Miličić, Goran
Žula, Aleš
Gobec, Stanislav
Discovery of compounds with viscosity-reducing effects on biopharmaceutical formulations with monoclonal antibodies
title Discovery of compounds with viscosity-reducing effects on biopharmaceutical formulations with monoclonal antibodies
title_full Discovery of compounds with viscosity-reducing effects on biopharmaceutical formulations with monoclonal antibodies
title_fullStr Discovery of compounds with viscosity-reducing effects on biopharmaceutical formulations with monoclonal antibodies
title_full_unstemmed Discovery of compounds with viscosity-reducing effects on biopharmaceutical formulations with monoclonal antibodies
title_short Discovery of compounds with viscosity-reducing effects on biopharmaceutical formulations with monoclonal antibodies
title_sort discovery of compounds with viscosity-reducing effects on biopharmaceutical formulations with monoclonal antibodies
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9529560/
https://www.ncbi.nlm.nih.gov/pubmed/36212536
http://dx.doi.org/10.1016/j.csbj.2022.09.035
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