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Machine learning prediction of antibody aggregation and viscosity for high concentration formulation development of protein therapeutics

Machine learning has been recently used to predict therapeutic antibody aggregation rates and viscosity at high concentrations (150 mg/ml). These works focused on commercially available antibodies, which may have been optimized for stability. In this study, we measured accelerated aggregation rates...

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Detalles Bibliográficos
Autores principales: Lai, Pin-Kuang, Gallegos, Austin, Mody, Neil, Sathish, Hasige A., Trout, Bernhardt L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8794240/
https://www.ncbi.nlm.nih.gov/pubmed/35075980
http://dx.doi.org/10.1080/19420862.2022.2026208