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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2022
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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. |
format | Online Article Text |
id | pubmed-9529560 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
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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