Innovative fixed bed bioreactor platform: Enabling linearly scalable adherent cell biomanufacturing with real‐time biomass prediction from nutrient consumption

Scalable single-use adherent cell-based biomanufacturing platforms are essential for unlocking the full potential of cell and gene therapies. The primary objective of this study is to design and develop a novel fixed bed bioreactor platform tailored specifically for scaling up adherent cell culture. The bioreactor comprises a packed bed of vertically stacked woven polyethylene terephthalate mesh discs, sandwiched between two-fluid guide plates. Leveraging computational fluid dynamics modeling, we optimized bioreactor design to achieve uniform flow with minimal shear stress. Residence time distribution measurements demonstrated excellent flow uniformity with plug flow characteristics. Periodic media sampling coupled with offline analysis revealed minimal gradients of crucial metabolites (glucose, glutamine, lactate, and ammonia) across the bioreactor during cell growth. Furthermore, the bioreactor platform demonstrated high performance in automated cell harvesting, with ≈96% efficiency and ≈98% viability. It also exhibited linear scalability in both operational parameters and performance for cell culture and adeno-associated virus vector production. We developed mathematical models based on oxygen uptake rates to accurately predict cell growth curves and estimate biomass in real-time. This study demonstrates the effectiveness of the developed fixed-bed bioreactor platform in enabling scalable adherent cell-based biomanufacturing with high productivity and process control.

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Publication Details

Journal
Biotechnology Journal
Published
2024-08-01
DOI
https://doi.org/10.1002/biot.202300635
Citations
7
Primary Topic
Viral Infectious Diseases and Gene Expression in Insects
Type
article
Field-Weighted Citation Impact
1.64
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article

Innovative fixed bed bioreactor platform: Enabling linearly scalable adherent cell biomanufacturing with real‐time biomass prediction from nutrient consumption

Daniel Manning, Abhijit Rao, Dragan Pikula, Vasiliy N. Goral et al.
7 citations
Biotechnology Journal
Viral Infectious Diseases and Gene Expression in Insects
1.64
article

Innovative fixed bed bioreactor platform: Enabling linearly scalable adherent cell biomanufacturing with real‐time biomass prediction from nutrient consumption

Daniel Manning, Abhijit Rao, Dragan Pikula, Vasiliy N. Goral, Jeffery J. Scibek, Jennifer L. Weber, Vinalia Tjong, Zara Melkoumian, Lori Romeo, Ann M. Ferrie, Stefan Kramel, Todd M. Upton, Yujian Sun, Fang Ye, Yue Zhou, Joel A. Schultes, Yulong Hong, Kathleen Krebs
article en
7 citations

Abstract

Scalable single-use adherent cell-based biomanufacturing platforms are essential for unlocking the full potential of cell and gene therapies. The primary objective of this study is to design and develop a novel fixed bed bioreactor platform tailored specifically for scaling up adherent cell culture. The bioreactor comprises a packed bed of vertically stacked woven polyethylene terephthalate mesh discs, sandwiched between two-fluid guide plates. Leveraging computational fluid dynamics modeling, we optimized bioreactor design to achieve uniform flow with minimal shear stress. Residence time distribution measurements demonstrated excellent flow uniformity with plug flow characteristics. Periodic media sampling coupled with offline analysis revealed minimal gradients of crucial metabolites (glucose, glutamine, lactate, and ammonia) across the bioreactor during cell growth. Furthermore, the bioreactor platform demonstrated high performance in automated cell harvesting, with ≈96% efficiency and ≈98% viability. It also exhibited linear scalability in both operational parameters and performance for cell culture and adeno-associated virus vector production. We developed mathematical models based on oxygen uptake rates to accurately predict cell growth curves and estimate biomass in real-time. This study demonstrates the effectiveness of the developed fixed-bed bioreactor platform in enabling scalable adherent cell-based biomanufacturing with high productivity and process control.

Biotechnology JournalVol. 19(8)
Corning (United States) (US)
Openalex Percentile: Top 16%
Viral Infectious Diseases and Gene Expression in Insects
1.64
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