Tips & Tricks: GPC/SEC Result Uncertainty - How Reliable Are Results?
GPC/SEC results and their validity are crucial in many applications, for example, as part of a QC/QA test for a product release, the registration and accreditation of polymeric products or formulations with regulatory agencies such as the FDA, REACH and many more. Obviously, the accuracy and precision of GPC/SEC results is an important issue in such a context.
GPC/SEC results and their validity are crucial in many applications, for example, as part of a QC/QA test for a product release, the registration and accreditation of polymeric products or formulations with regulatory agencies such as the FDA, REACH and many more. Obviously, the accuracy and precision of GPC/SEC results is an important issue in such a context.
AI and GenAI Applications to Help Optimize Purification and Yield of Antibodies From Plasma
October 31st 2024Deriving antibodies from plasma products involves several steps, typically starting from the collection of plasma and ending with the purification of the desired antibodies. These are: plasma collection; plasma pooling; fractionation; antibody purification; concentration and formulation; quality control; and packaging and storage. This process results in a purified antibody product that can be used for therapeutic purposes, diagnostic tests, or research. Each step is critical to ensure the safety, efficacy, and quality of the final product. Applications of AI/GenAI in many of these steps can significantly help in the optimization of purification and yield of the desired antibodies. Some specific use-cases are: selecting and optimizing plasma units for optimized plasma pooling; GenAI solution for enterprise search on internal knowledge portal; analysing and optimizing production batch profitability, inventory, yields; monitoring production batch key performance indicators for outlier identification; monitoring production equipment to predict maintenance events; and reducing quality control laboratory testing turnaround time.
