Robust AI methods for protein biotherapeutics

29 Jun 2022

In this white paper, Yokogawa demonstrates the classification performance of VisualAI on samples known to contain aggregates of different proteins, silicone oil droplets, or calibration beads.

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Sample ManagementSample management systems include sample storage devices such as freezers and plate storers, sample environment enclosures and sample organization, retrieval and sorter systems. Useful system features include high-throughput, automation, robotic arms, automated liquid handling and associated database systems. Accessories in sample management include barcode scanners, heat sealers and tubes.Process ChemistryProcess chemistry is an important stage of drug development for scaling-up drug production or chemical synthesis reactions. It is useful for optimizing economical and efficient drug production. Process chemistry uses reactors and pump systems as well as reagents, standards and buffers.Biopharmaceutical AdvancesBiopharmaceutical advances follow the development of pharmaceuticals derived from biotechnology, also known as biotechnology medicines. Biopharmaceuticals may be produced from cell lines, plants, or microbial cells. Important considerations of biopharmaceutical use include application, cost, production process and purification.Quality ControlQuality control is needed in all production processes. Quality control is a monitoring procedure or set of procedures that are put in place to ensure that a manufactured product adheres to a defined set of quality criteria. BiotherapeuticsBiotherapeutics are proteins and other compounds (such as nucleic acids) produced by living organisms that have uses as therapeutics or in <i>in vivo</i> diagnostics. The most well-known example of a biotherapeutic product, and the first to be approved for therapeutic use, was recombinant human insulin.TherapeuticsTherapeutics are treatments designed to alleviate or cure diseases. These include pharmaceuticals, biologics, and gene therapies, which work by targeting specific disease mechanisms. Advances in personalized medicine and biologics offer new hope for patients with conditions that were previously difficult to treat. Browse our peer-reviewed product directory to find therapeutic solutions for various diseases; compare products, check user reviews, and get pricing directly from manufacturers.Protein BiologyThe analysis of protein expression, identity and function is vital for many areas of life science research and drug discovery. Some of the most commonly used techniques in protein analysis include Western blotting, electrophoresis and mass spectrometry.
Robust AI methods for protein biotherapeutics