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Microwell Plate-Based Dynamic Light Scattering as a High-Throughput Characterization Tool in Biopharmaceutical Development
High-throughput light scattering instruments are widely used in screening of biopharmaceutical formulations and can be easily incorporated into processes by utilizing multi-well plate formats. High-throughput plate readers are helpful tools to assess the aggregation tendency and colloidal stability...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7911513/ https://www.ncbi.nlm.nih.gov/pubmed/33514069 http://dx.doi.org/10.3390/pharmaceutics13020172 |
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author | Dauer, Katharina Pfeiffer-Marek, Stefania Kamm, Walter Wagner, Karl G. |
author_facet | Dauer, Katharina Pfeiffer-Marek, Stefania Kamm, Walter Wagner, Karl G. |
author_sort | Dauer, Katharina |
collection | PubMed |
description | High-throughput light scattering instruments are widely used in screening of biopharmaceutical formulations and can be easily incorporated into processes by utilizing multi-well plate formats. High-throughput plate readers are helpful tools to assess the aggregation tendency and colloidal stability of biological drug candidates based on the diffusion self-interaction parameter (k(D)). However, plate readers evoke issues about the precision and variability of determined data. In this article, we report about the statistical evaluation of intra- and inter-plate variability (384-well plates) for the k(D) analysis of protein and peptide solutions. ANOVA revealed no significant differences between the runs. In conclusion, the reliability and precision of k(D) was dependent on the plate position of the sample replicates and k(D) value. Positive k(D) values (57.0 mL/g, coefficients of variation (CV) 8.9%) showed a lower variability compared to negative k(D) values (−14.8 mL/g, CV 13.4%). The variability of k(D) was not reduced using more data points (120 vs. 30). A k(D) analysis exclusively based on center wells showed a lower CV (<2%) compared to edge wells (5–12%) or a combination of edge and center wells (2–5%). We present plate designs for k(D) analysis within the early formulation development, screening up to 20 formulations consuming less than 50 mg of active pharmaceutical ingredient (API). |
format | Online Article Text |
id | pubmed-7911513 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-79115132021-02-28 Microwell Plate-Based Dynamic Light Scattering as a High-Throughput Characterization Tool in Biopharmaceutical Development Dauer, Katharina Pfeiffer-Marek, Stefania Kamm, Walter Wagner, Karl G. Pharmaceutics Article High-throughput light scattering instruments are widely used in screening of biopharmaceutical formulations and can be easily incorporated into processes by utilizing multi-well plate formats. High-throughput plate readers are helpful tools to assess the aggregation tendency and colloidal stability of biological drug candidates based on the diffusion self-interaction parameter (k(D)). However, plate readers evoke issues about the precision and variability of determined data. In this article, we report about the statistical evaluation of intra- and inter-plate variability (384-well plates) for the k(D) analysis of protein and peptide solutions. ANOVA revealed no significant differences between the runs. In conclusion, the reliability and precision of k(D) was dependent on the plate position of the sample replicates and k(D) value. Positive k(D) values (57.0 mL/g, coefficients of variation (CV) 8.9%) showed a lower variability compared to negative k(D) values (−14.8 mL/g, CV 13.4%). The variability of k(D) was not reduced using more data points (120 vs. 30). A k(D) analysis exclusively based on center wells showed a lower CV (<2%) compared to edge wells (5–12%) or a combination of edge and center wells (2–5%). We present plate designs for k(D) analysis within the early formulation development, screening up to 20 formulations consuming less than 50 mg of active pharmaceutical ingredient (API). MDPI 2021-01-27 /pmc/articles/PMC7911513/ /pubmed/33514069 http://dx.doi.org/10.3390/pharmaceutics13020172 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Dauer, Katharina Pfeiffer-Marek, Stefania Kamm, Walter Wagner, Karl G. Microwell Plate-Based Dynamic Light Scattering as a High-Throughput Characterization Tool in Biopharmaceutical Development |
title | Microwell Plate-Based Dynamic Light Scattering as a High-Throughput Characterization Tool in Biopharmaceutical Development |
title_full | Microwell Plate-Based Dynamic Light Scattering as a High-Throughput Characterization Tool in Biopharmaceutical Development |
title_fullStr | Microwell Plate-Based Dynamic Light Scattering as a High-Throughput Characterization Tool in Biopharmaceutical Development |
title_full_unstemmed | Microwell Plate-Based Dynamic Light Scattering as a High-Throughput Characterization Tool in Biopharmaceutical Development |
title_short | Microwell Plate-Based Dynamic Light Scattering as a High-Throughput Characterization Tool in Biopharmaceutical Development |
title_sort | microwell plate-based dynamic light scattering as a high-throughput characterization tool in biopharmaceutical development |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7911513/ https://www.ncbi.nlm.nih.gov/pubmed/33514069 http://dx.doi.org/10.3390/pharmaceutics13020172 |
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