Advancing PAT Analytics with SIMCA® for LC-MS Data Processing
This webinar covers SIMCA's role in processing LC-MS data acquired through bioprocess walk-up solutions from Waters. The webinar will explore how to acquire time course data from key applications in bioreactor monitoring (e.g., ProA analysis, spent media, quality attribute assays). We will discuss and highlight workflows for combining those streams of data in SIMCA®, along with standard analyzer/sensor readings and DOE experimental variables. The session will demonstrate how to use SIMCA to analyze process parameters and quality attributes across a multi-vessel, multi-timepoint study.
A 14-day case study using an 8-way Ambr® modular system will be presented. Experimental data from eight vessels run using a simple three-factor DOE setup was collected for multiple LC-UV and LC-MS based assays. The webinar will show how to integrate bioreactor variables, analyzer outputs, and LC-MS data into SIMCA® for a comprehensive dataset. With SIMCA’s MVDA tools, we are able to visualize relationships and dependencies over time, across variables and analytic methods.
What You Will Learn:
- Gain an understanding of bioprocessing and PAT analytics using Waters instrumentation
- Learn how to process and analyze data using SIMCA®
- Discover how software can help streamline multiple data sources including LC-MS data for holistic process insights