Bioprocess Performance Optimization by In-line Monitoring
- Industry: Bioprocesses Research and Development
- Application field: Scale-up and scale-down studies of Saccharomyces cerevisiae fermentations
- Hamilton products: Dencytee, Arc View Controller
In-line Measurement of Key Performance Indicators
Manufacturing products such as biopharmaceuticals is a complex process, requiring continuous optimization of the culture conditions to improve the reproducibility of the bioprocesses involved and maintain a constant product yield. Scale-up and scale-down studies are commonly used to identify the optimal conditions; bioprocesses are performed on a small scale and then implemented on a larger scale. Data is collected from multiple sources for statistical bioprocess optimization, in compliance with pharmaceutical industry innovation initiatives, such as Process Analytical Technologies (PAT). Key Performance Indicators (KPIs) are monitored during the studies to control the status of the culture during the tests.
Total Cell Density (TCD) is one of the most important KPIs in fermentation studies, and can be correlated to the production yield. TCD is commonly measured offline in the aboratory by reference methods such as optical density at a specific wavelength (OD 600 nm), wet cell weight mass/volume (WCW g/L) and dry cell weight mass/volume (DCW g/L). However, off-line measurement technologies have some disadvantages; they cannot be used to collect continuous real-time data to obtain full information about the process, and require a sterile sampling step, increasing the risk of contamination occurring.
Benefits of the Dencytee Sensor
- Accurate determination of yeast growth in real-time
- Good correlation to all the off-line reference methods tested: OD, WCW, DCW
- Easy installation and use
Today, these issues have been resolved by new technologies that make it possible to measure TCD directly in the bioreactor in real-time. Most innovative biopharma companies have implemented these technologies, which use in-line or in-situ sensors, in compliance with PAT guidelines.
Ingenza, a biotech company based in Edinburgh, UK, operates GMP-compliant laboratories for the construction, optimization and application of engineered microbial strains. This application note discusses the evaluation of an in-line sensor for TCD measurement of S. cerevisiae cultures in a laboratory scale bioreactor to enable continuous process control, with the long-term goal of implementing the system in a pilot-scale fermenter.
Total Cell Density Monitoring of S. cerevisiae
The in-line sensor was evaluated by fed-batch cultivation of an S. cerevisiae strain, modified by Ingenza, in a 5 liter Electrolab Biotech Ltd bioreactor (figure 1). Data was collected over a 50 hour period, covering the log phase of the reaction. In-line TCD measurements were compared with measurements obtained by off-line reference methods (OD, WCW and DCW), collecting samples regularly between 0 and 15h, 25 and 35h, and at 50h.
Real-time, in-line (or in-situ) measurement of TCD was performed throughout the experiment using a Dencytee sensor (Hamilton Bonaduz AG). This optical density-based technology measures the turbidity of the cell suspension, detecting all particles and molecules – including live and dead cells, and cell debris – that absorb or scatter light at 880 nm in the near-infrared (NIR) spectrum.
Figure 2: In-line turbidity versus off-line cell density measurements. The darker lines without dots represent the Dencytee in-line automated measurements. The lighter lines with dots represent TCD measurements from manual off-line reference methods.