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Updated: May 23, 2026

Efficient Sampling of Genetically Encoded Biosensor Design Space Enabled with a Design of Experiments and Automation Workflow
Published on: October 17, 2025
GPCR assay automation for leveraging lead optimization
Mary Ellen Cvijic1, Jing Chen, Steve Kubala
1Department of Lead Evaluation, Bristol-Myers Squibb Company, Princeton, New Jersey 08543, USA. maryellen.cvijic@bms.com
Abstract:
The drug discovery process is dependent on the ability of screening efforts to identify and optimize lead compounds with therapeutic potential. Because G-protein-coupled receptors (GPCRs) account for the most "druggable" targets, the development of high-throughput, low-cost, and high-density GPCR assays to accommodate the increasing size of compound collections is significant. In this study, we report the application of an advanced LEADseeker robotic platform equipped with customized IT solutions for rapid data transfer to reduce assay cycles times for support of GPCR panel screening. The advantages of assay throughput, format, automation design, data management flow, and data reproducibility are discussed in terms of gains in productivity for lead optimization. The GPCR robotic platform demonstrates how automation technology can leverage traditional drug discovery processes by providing consistent and reliable data packages to expedite lead optimization efforts.

