Variability within cell lines derived from the same lineage is an added challenge, according to Mahadevan. “The choice of specific cell line used for producing different biomolecules can impact the media requirements, as each cell line may have specific nutritional needs and sensitivities,” she explains. As is the case for different proteins, media formulations must often therefore be tailored for specific cell lines to ensure proper post-translational modification and folding to support production of stable products with therapeutic efficacy.
Process conditions also matter
Cell-culture processes can also be run under several different conditions, all of which impact the optimal composition of media formulations. Adherent vs. suspension and fed-batch vs. perfusion are just two examples.
Adherent media formulations tend to be leaner because the cell densities are lower compared to suspension cultures, and adherent media contains higher levels of components that enable attachment, like Ca/Mg, says Schrag. In addition, while there are some chemically defined, animal-component-free media for attached cultures, she points out that many attached processes (e.g., virus production for vaccines) still use a basal medium plus fetal bovine serum (FBS).
Suspension media are more concentrated than adherent media because suspension processes operate at higher cell densities. They also often contain components such as poloxamer 188 and anti-clumping agents, according to Mahadevan. Perfusion media are even more concentrated than conventional suspension media and contain much higher levels of components that are exhausted during growth and recombinant protein production, including amino acids and glucose.
In addition to these reasons for modifying media formulations, there are other drivers for adjustment to meet specific process requirements. Even for the same cell line, says Chen, the transfection medium, cell-passage medium, and production (fed-batch or perfusion) medium are quite different. Transfection media must be formulated considering how they can impact the transfection process. “Metal ions such as iron (III) are reported to inhibit transient transfection due to their effect on polyethyleneimine transfection reagents,” she observes. For cell-passage processes, cost-effective formulations that support desirable cell growth rates and ensure clone stability take precedence.
Nutrient-rich basal media, meanwhile, are typically preferred for both fed-batch and perfusion production processes, according to Chen, although for fed-batch processes, supplemental feeds are used to boost cell growth and enhance productivity, while for perfusion processes more attention is paid to maintaining cell viability. “Fed-batch platforms often require feeds to keep cell growth, titer, and product quality high, whereas perfusion/continuous processing platforms require media formulations that will keep the cells at a steady state for longer periods of time once the desired growth to a critical mass is achieved while maintaining high product quality,” Bossie agrees.
Do not forget cost considerations
In addition to the complexity created by diverse molecule formats, cell types, and process conditions, cost considerations are another big challenge to media development. “The goal is to develop the best media formulation that maintains high cell growth, product titer, stability, and quality (correct protein folding, assembly, and glycosylation) at the lowest possible cost,” states Low.
For instance, he notes there is a definite trend toward developing fully chemically-defined media formulations with components that are of non-animal origin and are devoid of expensive ingredients such as growth factors or hormones. He adds, however, that it can be difficult to get cells that exhibit robust growth and produce bioproducts at high titers while maintaining high product quality and stability to be less dependent on these expensive components.
Development of a small-scale and high-throughput model for media development is also crucial, Hang observes. “Such models need to be sufficiently representative while also cost-effective,” he emphasizes. As an example of a problematic approach for intensified perfusion processes, Hang points to the spin tubes widely used for media screening and optimization. “These tubes show some limitations in process control and mass transfer in certain culture modes, including perfusion, and therefore are not adequate small-scale models for media formulation development,” he says.
Multipronged strategies best
Successful media formulation requires a deep understanding of the specific biologic drug substance, cell type/line, and process involved, including metabolic demands and support for specific-post-translational modifications. “This knowledge is employed using statistical experimental design methods to systematically evaluate and optimize media components and conditions,” says Schrag.
Computational and experimental tools used to attain the desired cell growth, protein expression, and productivity include design-of-experiment (DoE) studies with systematic varying of media component concentrations, computational modeling (multi-factorial analysis) for optimizing nutrient utilization, machine-learning algorithms for predicting complex interactions between media components and cellular responses, high-throughput screening for identifying optimal conditions, development of media supplements and feed strategies, and other mathematical models for predicting optimal compositions, according to Mahadevan. “Employing a combination of these tools and approaches enables systematic optimization tailored to specific cell lines, processes, and desired outcomes,” she concludes.
For instance, starting from media screening, Chen explains that key components can be identified and optimized using various statistical analysis methods. In this manner, selected key subgroups or components in the formulation can be identified and their concentrations optimized based on the statistical data. “Due to the complexity of cell-culture-media-formulations, however,” Fei cautions, “it is not practical to use statistic approaches to simultaneously optimize all components, as the time and workload involved would be too onerous.”
Use a systematic approach
The best strategy for media formulation development for biologics manufacturing often involves a systematic and iterative approach tailored to the cell line’s specific needs, according to Buerger. Media development should also focus on ease-of-use, adds Ioanna Zormpa, associate principal scientist supporting biologics media R&D in Lonza’s Bioscience business.
There are four main steps in media formulation development, including basal media formulation, media optimization, performance evaluation, and scale up. The starting basal media formulation should include sufficient components for the specific application, as well as supplemental feeds if appropriate, with regulatory requirements for sourcing media components taken into consideration, Buerger says.
Optimization studies should be in concert with process development to facilitate ease of integration into downstream manufacturing processes. Evaluation of the selected optimized media formulation for growth rate, productivity, and product quality requires appropriate media analytical capabilities, some of which may require development of new analytical methods. Buerger therefore recommends developing an overall strategy adaptable to these differing needs. Scale-up studies ensure that performance of the cell line and media formulation remain consistent as processes move from the lab to the production plant.
The development of media formulations that are stable over time is also essential for maintaining consistent cell-culture performance and product quality. Therefore, conducting appropriate expiry studies to determine media shelf life is another key part of this process, according to Zormpa, as it helps to ensure effectiveness and safety over a specified period.
Throughout these steps, the production of easy-to-use media products should be kept in mind, as they can simplify the manufacturing process, reduce the potential for errors, and increase efficiency for end users, Zormpa adds. As an example, she points to single powder formulations, which simplify media preparation, lower the risk of component omission, and enable straightforward water reconstitution protocols, make them a practical and efficient choice for biologics manufacturing.
“These practices collectively contribute to a more streamlined, reliable, and effective media development process,” Zormpa concludes.
About the author
Cynthia A. Challener, PhD, is a contributing editor to BioPharm International®.
Article details
BioPharm International®
Vol. 37, No. 6
June 2024
Pages: 10-15
Citation
When referring to this article, please cite it as Challener, C.A. Addressing the Complexities of Media Formulation Development. BioPharm International 37 (6).