Culture Development

Model-Based Process Monitoring of Algae Cultures Using eve Software

In bioreactor processes, the on-line monitoring of key parameters relies on the use of adequate sensors. In this article, we implement model-based software sensors to monitor nitrate concentrations in an algae batch process. Nitrate concentration is a crucial component in algae growth, and its assessment is used to achieve optimal growth conditions or to determine optimal harvest times. Batch cultivation of the algae Chlamydomonas reinhardtii is carried out in a Labfors 5 airlift photobioreactor provided by INFORS-HT. By means of…

The Promise of Artificial Intelligence in Healthcare

The term artificial intelligence (AI) has become pervasive in conversations about the future of healthcare. AI has the potential to transform medicine through novel models of scientific discovery and healthcare delivery, ultimately leading to improved individual and public health. Yet misunderstanding and miscommunication abound. Thus, concepts related to AI need to be defined and explained to elevate our general level of understanding and our discourse around the topic. The Promise of AI in Healthcare AI has been studied by computer…

The Five Heresies of Cell Culture: Debunking Conventional Wisdom

Cell culture and bioprocessing conventional wisdom remains a hurdle for the wider adoption of more precise tools. It has been more than 60 years since any real progress has been made towards creating a more accurate and reliable way of performing cell culture monitoring to better understand the effects of things like pH and oxygen at the pericellular level. At SBI, we’re developing optical sensing technologies that unlock the “black box” of cell culture to bring actionable insights to scientists…

Novel Integrated Raman Spectroscopy Technology for Minibioreactors: Accelerating Raman Model Building for Cell Culture Monitoring and Control

Raman spectroscopy is used widely in biomanufacturing as a process analytical technology (PAT) for monitoring analytes such as glucose and lactate (1). Predictive Raman models also can be used to control glucose concentration in cell cultures (2). The technique is becoming more popular for pilot- and manufacturing-scale bioreactors, but it only recently has been studied with minibioreactors for measuring analytes and producing predictive Raman models for feedback control (3) thanks to advances in integrated technology for automating sampling, analysis, and…

The Critical Role of Media in Intensified Upstream Processes

As the need for novel therapeutics increases, so does pressure on the biopharmaceutical industry to improve productivity, accelerate development, increase, and reduce costs — all while ensuring drug product quality. Upstream intensification strategies such as perfusion culture can address those challenges and achieve higher protein titers that can translate into higher throughput, improved flexibility, and compressed timelines. Successful implementation of perfusion culture or the transition to perfusion from fed-batch culture requires a different and strategic approach to media selection, not…

Cell Culture Media: An Active Pharmaceutical Ingredient or Ancillary Material?

Cell-based therapies are used to treat diseases that require the replacement of diseased, dysfunctional, and injured cells (1). To produce these therapies, a wide range of reagents and materials such as antibodies, growth factors, and enzymes are used in their manufacturing processes. Such necessary materials are administered through a cell culture medium. Active pharmaceutical ingredients (APIs) are the main ingredients that make products therapeutic. Ancillary materials (AMs) and raw materials (RMs) are essential components used during production but are not…

Enhanced Galactosylation of Monoclonal Antibodies: Using Medium Supplements and Precursors of UDP-Galactose, Part 1

The biopharmaceutical industry needs better understanding of how monoclonal antibody (MAb) glycosylation is influenced by components in cultivation media — and it needs methods to exert some control over the structure of MAb glycans. That structure can affect MAb function. Thus, a high-throughput (HTP) assay is needed for characterizing MAb glycosylation so that developers can observe the effects of cultivation conditions on MAb glycosylation rapidly, with a goal of producing MAbs that have a desired glycan structure. The method also…

Special Report: Effect of Insulin on Cell Growth and Virus Production

Recombinant insulin is a key component in serum-free growth media for mammalian cells. It is used for the manufacturing of monoclonal antibodies, virus vaccines, gene therapy products and many other biological drug products approved by regulatory bodies worldwide, including FDA and EMA. Canada’s National Research Council (NRC) helps companies develop and commercialize new health technologies. Recently it partnered with Novo Nordisk Pharmatech to determine the effect of Insulin on cell growth and virus production. The results are detailed in this…

Platform Solutions for Cell Therapy Manufacturing

Advances in cell therapy have resulted in significant progress toward treating some widespread and difficult diseases, many of which represent unmet medical needs. For example, phase 3 clinical trials are already under way for therapies based on mesenchymal stem cells (MSCs), including therapies for graft-versus-host disease, acute myocardial ischemia, and chronic obstructive pulmonary disease (COPD) (1–3). Successful cell therapy treatments for such afflictions will be not only significant medical breakthroughs, but also in very high demand. However, their commercialization is…

Setting Raw-Material Specifications Using Prediction Models: Determination of a Specification Limit for a Raw-Material Impurity in mPEG-Aldehyde

Impurities related to raw materials used for bioproduction can be inadvertently introduced into a manufacturing process, causing potential failure to meet in-process controls or release specifications. Unexpected impurities also can reduce yield and affect the quality, safety, and effectiveness of a final product (1). Raw-material impurities can originate from starting components or reagents used in manufacture. They can be generated in situ during synthesis or as degradation products. Impurities also can result from improper handling, packaging, and storage. Identification and…