This study assessed a novel statistical approach using space-filling designs (SFDs) and self-validating ensemble modeling (SVEM) machine learning to efficiently identify key process factors using recombinant adeno-associated virus type 9 (rAAV9) gene therapy manufacturing as a case study. Based on risk assessment of parameters that may impact rAAV9 production, we have evaluated six process parameters using 24-run SFDs generated by the JMP statistical software. SFDs are a new class of design of experiment (DoE) created with the objective of covering the entire design space as completely as possible; this in turn allows more accurate modeling of complex response surface behavior typically found in bioprocesses.
Category: <span>HEK293</span>
The rapidly growing interest for cell and gene therapies demands the development of robust, scalable, and cost-effective bioprocesses for viral vector production. For the production of lentiviral vector (LVV) at high titers, we have developed an inducible packaging system in suspension HEK293 cells from which we can also generate stable producer cell lines, in serum-free conditions. To evaluate the potential of this platform, we have generated a stable cell line that produces an LVV encoding a green fluorescent protein (GFP) and obtains 10E+07 to 10E+08 transduction units (TU)/mL at the 4 L, 10 L and 50 L scales. Functional LVV titers were maintained across all scales in bioreactors with different configurations and geometries indicating process robustness. Further, the addition of 10% feed increased the volumetric productivity by 3.5-fold in comparison to batch production, making our platform suitable for large-scale LVV production and showing a real potential for commercial manufacturing.
The rapidly growing interest for cell and gene therapies demands the development of robust, scalable, and cost-effective bioprocesses for viral vector production. For the production of lentiviral vector (LVV) at high titers, we have developed an inducible packaging system in suspension HEK293 cells from which we can also generate stable producer cell lines, in serum-free conditions. To evaluate the potential of this platform, we have generated a stable cell line that produces an LVV encoding a green fluorescent protein (GFP) and obtains 10E+07 to 10E+08 transduction units (TU)/mL at the 4 L, 10 L and 50 L scales. Functional LVV titers were maintained across all scales in bioreactors with different configurations and geometries indicating process robustness. Further, the addition of 10% feed increased the volumetric productivity by 3.5-fold in comparison to batch production, making our platform suitable for large-scale LVV production and showing a real potential for commercial manufacturing.
The rapidly growing interest for cell and gene therapies demands the development of robust, scalable, and cost-effective bioprocesses for viral vector production. For the production of lentiviral vector (LVV) at high titers, we have developed an inducible packaging system in suspension HEK293 cells from which we can also generate stable producer cell lines, in serum-free conditions. To evaluate the potential of this platform, we have generated a stable cell line that produces an LVV encoding a green fluorescent protein (GFP) and obtains 10E+07 to 10E+08 transduction units (TU)/mL at the 4 L, 10 L and 50 L scales. Functional LVV titers were maintained across all scales in bioreactors with different configurations and geometries indicating process robustness. Further, the addition of 10% feed increased the volumetric productivity by 3.5-fold in comparison to batch production, making our platform suitable for large-scale LVV production and showing a real potential for commercial manufacturing.
The rapidly growing interest for cell and gene therapies demands the development of robust, scalable, and cost-effective bioprocesses for viral vector production. For the production of lentiviral vector (LVV) at high titers, we have developed an inducible packaging system in suspension HEK293 cells from which we can also generate stable producer cell lines, in serum-free conditions. To evaluate the potential of this platform, we have generated a stable cell line that produces an LVV encoding a green fluorescent protein (GFP) and obtains 10E+07 to 10E+08 transduction units (TU)/mL at the 4 L, 10 L and 50 L scales. Functional LVV titers were maintained across all scales in bioreactors with different configurations and geometries indicating process robustness. Further, the addition of 10% feed increased the volumetric productivity by 3.5-fold in comparison to batch production, making our platform suitable for large-scale LVV production and showing a real potential for commercial manufacturing.
The rapidly growing interest for cell and gene therapies demands the development of robust, scalable, and cost-effective bioprocesses for viral vector production. For the production of lentiviral vector (LVV) at high titers, we have developed an inducible packaging system in suspension HEK293 cells from which we can also generate stable producer cell lines, in serum-free conditions. To evaluate the potential of this platform, we have generated a stable cell line that produces an LVV encoding a green fluorescent protein (GFP) and obtains 10E+07 to 10E+08 transduction units (TU)/mL at the 4 L, 10 L and 50 L scales. Functional LVV titers were maintained across all scales in bioreactors with different configurations and geometries indicating process robustness. Further, the addition of 10% feed increased the volumetric productivity by 3.5-fold in comparison to batch production, making our platform suitable for large-scale LVV production and showing a real potential for commercial manufacturing.
The rapidly growing interest for cell and gene therapies demands the development of robust, scalable, and cost-effective bioprocesses for viral vector production. For the production of lentiviral vector (LVV) at high titers, we have developed an inducible packaging system in suspension HEK293 cells from which we can also generate stable producer cell lines, in serum-free conditions. To evaluate the potential of this platform, we have generated a stable cell line that produces an LVV encoding a green fluorescent protein (GFP) and obtains 10E+07 to 10E+08 transduction units (TU)/mL at the 4 L, 10 L and 50 L scales. Functional LVV titers were maintained across all scales in bioreactors with different configurations and geometries indicating process robustness. Further, the addition of 10% feed increased the volumetric productivity by 3.5-fold in comparison to batch production, making our platform suitable for large-scale LVV production and showing a real potential for commercial manufacturing.
The rapidly growing interest for cell and gene therapies demands the development of robust, scalable, and cost-effective bioprocesses for viral vector production. For the production of lentiviral vector (LVV) at high titers, we have developed an inducible packaging system in suspension HEK293 cells from which we can also generate stable producer cell lines, in serum-free conditions. To evaluate the potential of this platform, we have generated a stable cell line that produces an LVV encoding a green fluorescent protein (GFP) and obtains 10E+07 to 10E+08 transduction units (TU)/mL at the 4 L, 10 L and 50 L scales. Functional LVV titers were maintained across all scales in bioreactors with different configurations and geometries indicating process robustness. Further, the addition of 10% feed increased the volumetric productivity by 3.5-fold in comparison to batch production, making our platform suitable for large-scale LVV production and showing a real potential for commercial manufacturing.
The rapidly growing interest for cell and gene therapies demands the development of robust, scalable, and cost-effective bioprocesses for viral vector production. For the production of lentiviral vector (LVV) at high titers, we have developed an inducible packaging system in suspension HEK293 cells from which we can also generate stable producer cell lines, in serum-free conditions. To evaluate the potential of this platform, we have generated a stable cell line that produces an LVV encoding a green fluorescent protein (GFP) and obtains 10E+07 to 10E+08 transduction units (TU)/mL at the 4 L, 10 L and 50 L scales. Functional LVV titers were maintained across all scales in bioreactors with different configurations and geometries indicating process robustness. Further, the addition of 10% feed increased the volumetric productivity by 3.5-fold in comparison to batch production, making our platform suitable for large-scale LVV production and showing a real potential for commercial manufacturing.
The rapidly growing interest for cell and gene therapies demands the development of robust, scalable, and cost-effective bioprocesses for viral vector production. For the production of lentiviral vector (LVV) at high titers, we have developed an inducible packaging system in suspension HEK293 cells from which we can also generate stable producer cell lines, in serum-free conditions. To evaluate the potential of this platform, we have generated a stable cell line that produces an LVV encoding a green fluorescent protein (GFP) and obtains 10E+07 to 10E+08 transduction units (TU)/mL at the 4 L, 10 L and 50 L scales. Functional LVV titers were maintained across all scales in bioreactors with different configurations and geometries indicating process robustness. Further, the addition of 10% feed increased the volumetric productivity by 3.5-fold in comparison to batch production, making our platform suitable for large-scale LVV production and showing a real potential for commercial manufacturing.
Biologics Biologics Production Bioreactor Scale-Up Cell & Gene Therapy Cell Lines Fed-Batch Bioreactor Process HEK293 Mammalian Cell Culture Manufacturing Regulatory Viral Reference Materials Viral Vectors
abatoir albumin animal serum animal-derived materials antibody biomedical research blood-derived products calf serum calicivirus cell culture cell medium challenge virus design of efficacy dose mapping fbs fetal bovine serum gamma irradiation heat inactivation isia kgy kilogray microbes mollicute nbcs pathogen reduction product management risk mitigation serum product serum risks spiked serum therapeutic proteins traceability viral reduction whole blood