LAPSE:2023.36601
Published Article

LAPSE:2023.36601
Evaluation of the Impact of Buffer Management Strategies on Biopharmaceutical Manufacturing Process Mass Intensity
September 20, 2023
Abstract
There is an increasing demand to improve the overall sustainability of the biopharmaceutical industry. A barrier to improvement has been the limited research undertaken in the area of environmental impact of key design decisions. The aim of this study was to perform a comprehensive evaluation of the impact of buffer management strategy and technology selection on overall process efficiency using process mass intensity (PMI) as a metric for comparison. The environmental impact of buffer management has yet to be fully understood, despite buffers being one of the most resource-intensive aspects of biopharmaceutical manufacturing. A detailed process model was used to evaluate the impact of buffer management on a monoclonal antibody (MAB) process at the 2000 L scale. This was achieved by means of a non-replicated full factorial design composed of six variables: product titre, quantity of unique buffers, preparation frequency, single-use threshold and equipment cleaning duration with two levels and buffer preparation strategy type with four levels. The study identified that buffer management has a critical impact on overall process mass intensity, demonstrating a possibility to achieve a reduction in PMI of up to 90% for the best scenario compared to the worst. The findings also indicated that single-use systems are greatly superior to stainless-steel systems in terms of overall process efficiency, which is consistent with established thinking. The results from this research represent a further significant step towards achieving a more sustainable biopharmaceutical industry, establishing buffer management as a critical focus area, quantifying the influence of key variables on process mass intensity and highlighting the benefits of using a process mass intensity metric as part of routine biopharmaceutical design.
There is an increasing demand to improve the overall sustainability of the biopharmaceutical industry. A barrier to improvement has been the limited research undertaken in the area of environmental impact of key design decisions. The aim of this study was to perform a comprehensive evaluation of the impact of buffer management strategy and technology selection on overall process efficiency using process mass intensity (PMI) as a metric for comparison. The environmental impact of buffer management has yet to be fully understood, despite buffers being one of the most resource-intensive aspects of biopharmaceutical manufacturing. A detailed process model was used to evaluate the impact of buffer management on a monoclonal antibody (MAB) process at the 2000 L scale. This was achieved by means of a non-replicated full factorial design composed of six variables: product titre, quantity of unique buffers, preparation frequency, single-use threshold and equipment cleaning duration with two levels and buffer preparation strategy type with four levels. The study identified that buffer management has a critical impact on overall process mass intensity, demonstrating a possibility to achieve a reduction in PMI of up to 90% for the best scenario compared to the worst. The findings also indicated that single-use systems are greatly superior to stainless-steel systems in terms of overall process efficiency, which is consistent with established thinking. The results from this research represent a further significant step towards achieving a more sustainable biopharmaceutical industry, establishing buffer management as a critical focus area, quantifying the influence of key variables on process mass intensity and highlighting the benefits of using a process mass intensity metric as part of routine biopharmaceutical design.
Record ID
Keywords
biopharmaceutical manufacturing, buffer management, environmental impact, process mass intensity
Subject
Suggested Citation
Gibson K, Oliveira JC, Ring D. Evaluation of the Impact of Buffer Management Strategies on Biopharmaceutical Manufacturing Process Mass Intensity. (2023). LAPSE:2023.36601
Author Affiliations
Gibson K: PM Group, T12 C670 Cork, Ireland; School of Engineering and Architecture, University College Cork, T12 K8AF Cork, Ireland
Oliveira JC: School of Engineering and Architecture, University College Cork, T12 K8AF Cork, Ireland [ORCID]
Ring D: School of Engineering and Architecture, University College Cork, T12 K8AF Cork, Ireland
Oliveira JC: School of Engineering and Architecture, University College Cork, T12 K8AF Cork, Ireland [ORCID]
Ring D: School of Engineering and Architecture, University College Cork, T12 K8AF Cork, Ireland
Journal Name
Processes
Volume
11
Issue
8
First Page
2242
Year
2023
Publication Date
2023-07-26
ISSN
2227-9717
Version Comments
Original Submission
Other Meta
PII: pr11082242, Publication Type: Journal Article
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LAPSE:2023.36601
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https://doi.org/10.3390/pr11082242
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[v1] (Original Submission)
Sep 20, 2023
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Sep 20, 2023
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https://psecommunity.org/LAPSE:2023.36601
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Calvin Tsay
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