The Application Notebook
Dionex has developed an autosampler with very precise sample preconcentration capabilities. When analyte detection is no longer possible even with a large loop injection, sample preconcentration (loading a sample through a concentrator column and eluting the concentrate) is used.
Dionex has developed an autosampler with very precise sample preconcentration capabilities. When analyte detection is no longer possible even with a large loop injection, sample preconcentration (loading a sample through a concentrator column and eluting the concentrate) is used. Although sample preconcentration is not new, the challenge has been to match an appropriate concentrator pump with the accuracy requirement of the application and fully automate the process. As detection limits are reduced, non-reproducibility of the pumping mechanism can lead to significant error and a high relative standard deviation for the analyte of interest. The Dionex AS uniquely pairs a very highly precise syringe pump with the capabilities of an autosampler to allow sample preconcentration in an automated fashion for up to 49 samples.
The "concentrate" feature on the new AS allows the user to concentrate up to 8 mL of sample with full automation capability. The actual "concentrate" step uses the same mechanism that the autosampler uses to make traditional sample loop injections, albeit with a considerably higher volume than loop loading. With "concentrate", sample is loaded onto a concentrator column (up to 150 psi backpressure) and RSDs of below 0.5% are routinely achieved. The precision is related to the volume delivered, flow-rate across the concentrator and the capacity of the concentrator. The AS syringe pump is able to deliver precise, repeatable volumes onto the concentrator despite possible changes in backpressure. Figure 1 illustrates the use of the AS in determining low concentrations of perchlorate (5 ppb) via sample preconcentration. In this example, 5 mL of sample were injected over a concentrator column (TAC-ULP) to achieve the desired detection limits. RSDs for perchlorate at this concentration are less than 1%.
Figure 1: Using the AS to determine low concentrations of perchlorate via sample preconcentration.
With the Dionex AS, chromatographers now have automated sample preconcentration without the need to manually feed sample into a pump. This translates to direct labour savings as well as improved analysis reliability.
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.