Laboratory Information Management Systems
Today's laboratories are sophisticated, generate large amounts of data and rely on electronic data collection and tracking via a laboratory information management system (LIMS).
Today's laboratories are sophisticated, generate large amounts of data and rely on electronic data collection and tracking via a laboratory information management system (LIMS).
Regional distribution of LIMS survey respondents. A LIMS allows a laboratory to manage both logistic and analytical data, along with having the ability to interface with corporate reporting software, instruments and a host of other software modules. The LIMS has become a necessity for both small and large companies to allow its users to obtain, store, manage, retrieve and report laboratory data. LIMS products in the market vary widely in cost, sophistication and industrial focus.
Companies can opt to design a LIMS to suit their exact needs with respect to their internal processes, instruments and general operation from the ground up. However, this all comes at a premium. Instead, many companies are abandoning their in-house developed LIMS for commercial systems.
While vendors offer generic LIMS packages that can be customized for any lab, LIMS vendors also are offering “off-the-shelf” solutions, which address vertical markets by integrating more functionality into the core software. Because off-the-shelf products are designed for a particular industry, lab function and application, users do not need to spend as much time customizing the LIMS. This means users can begin to utilize the LIMS quicker.
In a recent survey from Strategic Directions International, over 650 LIMS users were asked to indicate the top criteria when choosing a LIMS vendor. The most frequently mentioned criteria were customer and technical support, reputation and a company's long-term stability. These criteria have become increasingly important over the years, partly because the magnitude of LIMS installations and the vital role it plays in everyday laboratory decisions.
The accompanying graph shows the regional distribution of respondents to the survey. North America represented the largest segment of respondents. Europe and Japan/Asia Pacific combined for 28% of the respondents, while the Latin America and the rest-of-world accounted for 7%.
The foregoing data was extracted from SDi's Tactical Sales and Marketing (TSM) report entitled: Labs on LIMS 2007. Contact Glenn Cudiamat, VP of Research Services, Strategic Directions International, Inc., 6242 Westchester Parkway, Suite 100, Los Angeles, CA 90045; tel. (310) 641-4982, fax (310) 641-8851, e-mail: cudiamat@strategic-directions.com.
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.
