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>
While playing an integral role in biotechnology and medicine, cryopreservation (CP) is often viewed as a “simple tool” and is overlooked as a critical and evolving component of cell and tissue bioprocessing. Despite this, cryopreservation serves as an enabling technology in numerous areas including the latest cell therapies. For example, over one third of the cells used in clinical trials are cryopreserved using the traditional methods, which in many cases yield suboptimal outcomes. Further, researchers still rely on the assessment of cell survival immediately post-thaw (within a few hours), and fail to account for the impact of cryopreservation-induced delayed-onset cell death (CIDOCD) which continues to impact survival from hours to days post-thaw.
Safety is typically viewed, perhaps unconsciously, as the result of a collection of factors, conditions, or behaviors. For example, consider “safety” in the context of personal, financial, or travel. With each, safety is defined as a set of component risks that have been managed to satisfactory levels for a particular situation. The same is true for product safety and risk, whether it be for raw materials or finished goods. The “safe” use of fetal bovine serum (FBS) is achieved by the management of controllable risks to a level that is acceptable for each particular application. For example, risk reduction requirements for research applications are not as stringent as for diagnostic, therapeutic, or manufacturing applications. Each end-user must decide on the level of risk reduction that is appropriate for their application…
For over 80 years, fetal bovine serum (FBS) and other animal-derived materials have been widely used in the production of vaccines, and more recently, biotherapeutics, for both human and animal applications. Ever since FBS was initially developed as a cell culture reagent, there have been efforts made to avoid the use of this critical commodity. The International Serum Industry Association (ISIA) recognizes the requirement for robust risk assessment and management, and has several ongoing programs designed to help mitigate the risk of using animal-derived materials. This article will provide an outline of the state of the industry and of these programs…
The world in general, and biopharmaceuticals in particular, are becoming increasingly complex and challenging. The ability to plan and execute a project to efficiently and effectively achieve a high-quality project goal is especially important for developing and manufacturing biopharmaceutical products. Managing projects ranging from product development, process characterization and validation, to building new manufacturing facilities requires straightforward, effective project management approaches and tools. But perhaps even more importantly, managing a project is a fundamental enabling skill required to manage both oneself as well as teams of people.
The proper handling of commonly used chemicals in bioprocessing is critical to maintaining a safe working environment as well as operational efficiency. Chemical mishandling can lead to failed batch processes, quality issues, as well as lost time and resources. As new technologies designed to help mitigate these safety risks become available, biomanufacturers have more opportunities to ensure that their production environments are safe. As a raw materials supplier, MilliporeSigma believes suppliers can play a critical role in terms of providing product and packaging solutions designed to minimize chemical handling risks…
Constant volume diafiltration (CVD) is commonly used in the biopharmaceutical industry for impurity removal or buffer exchange. The number of diavolumes is usually determined empirically or by theoretical analysis to achieve the target degree of impurity removal. There is, however, a lack of conclusive information about the effect of contaminant removal in variable volume diafiltration (VVD). VVD can occur when the diafiltration control mode is not functioning as intended. In this study, a mathematical model has been proposed to predict removal efficiency during VVD. Experiments were performed to compare the results to model calculations. A dilute concentration of bovine serum albumin solution was used as the feed solution to study variable volume effects.
Intranasal low sialic acid erythropoietin (Neuro-EPO) is a non-hematopoietic molecule that shows neuro-protective activity in some rodent models of brain ischemia. The protein formulations are susceptible to a loss of stability due to formulation, processing, and storage. The aim of this study was to perform formulation analyses of Neuro-EPO to achieve acceptable stability. Experiments were done to assess the compatibility of Neuro-EPO with selected excipients: benzalkonium chloride (BAC) preservative, sodium chloride (NaCl), and hydroxypropyl methylcellulose (HPM) K4M polymer.
The development and manufacturing of advanced breakthrough cell therapies presents a wide variety of complex challenges that include:
• delivering the medical science, from research all the way through product development and clinical testing, to the patient population;
• understanding and defining the product’s modes of activity and the cell’s attributes necessary to attain therapeutic benefit and safety;
• overcoming significant manufacturing, logistical, and cost of goods issues associated with using attachment-dependent bioreactor systems; and
• defining product release challenges associated with rapidly delivering an effective product to the patients.
The treatment of animal serum by gamma irradiation, for the purpose of mitigating the risk of introducing a pathogen (virus, mollicute, or other microbe) into a cell culture, is a process that has been executed (and perhaps understood) primarily by irradiation contractors utilized by serum manufacturers. The selection of appropriate exposure conditions and irradiation doses is driven by a number of critical factors including: (1) the validation and control of the irradiation process itself; (2) the efficacy of the applied irradiation dose range for inactivating pathogens of interest; (3) determination and control of critical process attributes; (4) the potential impacts of these irradiation dose levels on the serum being irradiated; and finally, (5) the potential impact of irradiated serum on the medicinal product and the associated manufacturing process where serum is ultimately used. In order to increase awareness of these topics throughout the cell culture community, we have addressed these critical factors in the current review…
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