Process Monitoring and Controls

Product Quality Attribute Shifts in Perfusion Systems, Part 2: Elucidating Cellular Mechanisms

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Part 1 of this two-part report describes an investigation into the potential cause(s) and ways to control a product quality attribute (PQA) of a protein expressed in perfusion cell culture (1). The presence of low–molecular-weight (LMW) species following size-exclusion high-performance liquid chromatography (SEC-HPLC) is a protein quality attribute that can indicate an increase in truncated forms of the expressed protein and/or other LMW moieties. The expressed protein in this study is a heavily glycosylated recombinant glycoprotein (rGP) comprising two subunits:…

December 17, 2020

Practical Considerations for Statistical Analyses in Continued Process Verification

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Several statistical techniques can be used to assist in monitoring biopharmaceutical product quality attributes as part of continued process verification (CPV) activities. These include run charts, control charts, and capability analyses. Below, I provide an overview and recommendations on statistical strategies when developing a CPV program, considering the expected behavior of manufacturing results in the biopharmaceutical industry. Presence of Autocorrelated Data In a previous study, I highlighted the tendency for data to be positively autocorrelated (values are closely related to…

December 17, 2020

Ultrasonic Flow and Bubble Sensors: Optimize Process Quality in Single-Use Bioprocessing Applications

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Process monitoring in laboratory and production environments enables continuous control and optimization of critical process parameters. Hence, the early detection of errors is an effective means of increasing process efficiency and reproducibility, improving quality and safety parameters, and reducing long-term costs. Highly precise and flexible noncontact clamp-on flow and bubble sensors are useful instruments to fulfill these goals. They can be applied effectively to buffer and media preparation, chromatography and filtration systems, bioreactors and fermentors, feed and transfer lines, and…

December 17, 2020

Next-Generation Biotechnology Product Development, Manufacturing, and Control Strategies, Part 1: Upstream and Downstream Strategies

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Future biomanufacturing must address industry drivers, including the need for decreasing cost of goods (CoG), increasing market globalization, shortening development time for pipeline products, reducing risk to patient supply, and improving product quality. A CASSS chemistry, manufacturing, and controls (CMC) forum entitled “Next-Generation Biotechnology Product Development, Manufacturing, and Control Strategies†took place on 16–17 July 2018 in Gaithersburg, MD, to address those opportunities. Advanced technologies include single-use bioreactors, alternating tangential-flow (ATF) systems used during fermentation, modular and closed process equipment,…

October 29, 2020

Run Rules with Autocorrelated Data for Continued Process Verification

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Control charts can be used to assist in monitoring of biopharmaceutical product quality attributes as part of continued process verification activities. A number of tests known as run rules have been developed to assess whether biomanufacturing processes remain in statistical control. In practice, results for such attributes can be positively autocorrelated. Simulated data are used to assess the performance of run rules with autocorrelated data to assist in determining risk–reward profiles for process monitoring. Autocorrelated Data The tendency for data…

October 29, 2020

Endotoxin Questions and Answers

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Endotoxin — also known as lipopolysaccharide (LPS) — is a large molecule made up of a lipid and a polysaccharide portion found in the outer membrane of each Gram-negative bacterial cell. Examination of endotoxins is necessary for microbial and animal cell-culture operations that produce active pharmaceutical ingredients (APIs) and vaccines. If a cell culture is contaminated with endotoxins, it could affect cell growth and function (thus potentially affecting product quality). Biopharmaceutical companies need to understand the endotoxin levels within their…

October 29, 2020

eBook: Raw Material Control Strategy — Leveraging Knowledge of Material Attributes and Data Analytics as Key Elements

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Ensuring pharmaceutical quality begins with in-depth understanding of process/platform capabilities, which is informed by knowledge gained through product and process development, subject-matter expertise, and lessons learned from experience. And all outside factors that can affect manufacturing outcomes must be taken into consideration. Extra vigilance is necessary for understanding potential sources of variation and maintaining robust control strategies to ensure process consistency — and ultimately product quality for patients. Biomanufacturing unit operations require multiple raw materials that must be documented as…

October 27, 2020

Dissolved Oxygen Control Tuning for Cell Culture Applications

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Proper tuning of dissolved oxygen (DO) controller proportional integral (PI) values is essential for optimal cell culture performance in a bioreactor. When DO-PI values are optimized, gas flows are smoothed, and foaming and cell stress are reduced. Traditionally, this tuning has been performed by using nitrogen gas to purge oxygen from a test solution, thus simulating oxygen demand. That method has several drawbacks, however. First, nitrogen gassing cannot simulate the high demands of high-density fermentation. Second, nitrogen competes with other…

September 22, 2020

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

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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…

September 22, 2020

Quality By Design for Advanced Therapies: An Informed Route to Enhanced Late-Stage Clinical Success and Empowered Process Flexibility

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As advanced therapies, including regenerative medicines, progress toward commercialization and market approval, early warnings from key opinion leaders (1, 2) regarding the importance of better understanding quality target product profiles (QTPPs) and critical quality attributes (CQAs) of such products have resounded ever louder (see the “Terminology†box for definitions). Costly late-stage delays, redirections, and even abandonment of clinical programs can be linked to quality issues associated with inadequate understanding of process and product. Therefore, a review of the benefits of…

May 24, 2020