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Updated: Jul 5, 2025

Automated Robotic Liquid Handling Assembly of Modular DNA Devices
Published on: December 1, 2017
Optimization of a Hydrogen Exchange-Mass Spectrometry Robotic Liquid Handler Using Tracers
Michael S Wrigley1, Hayley Blockinger1, H M Emranul Haque1
1Department of Chemistry, The University of Kansas, 1567 Irving Hill Road, Lawrence, Kansas 66045, United States.
Abstract:
Hydrogen exchange-mass spectrometry (HX-MS) is a valuable analytical technique that can provide insight into protein interactions and structure. The deuterium labeling necessary to gain this insight is affected by many physical and chemical factors, making it challenging to achieve high reproducibility. Poor precision during dispensing, transfer, and mixing of solutions during the experiment contributes substantially to the overall variability. While the use of a robotic liquid handler can potentially improve precision, its operation must be optimized. We observed poor precision in data collected using a robotic liquid handler to perform HX-MS. In this work, we describe how we were able to improve that system's precision considerably based on tracking performance using caffeine, caffeine-d3, and caffeine-d9 as tracers for the sample, label, and quench to report on each operation of the liquid handling workflow. The insights gained about liquid handler performance and the three-tracer approach can aid in optimizing HX-MS workflow operations, whether performed manually or when using a liquid handling system. Additionally, these tracers can be incorporated as internal tracers during an experiment to report on the labeling and quench operations of each sample throughout the run and, if desired, be used to implement an uptake correction described previously.
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