1. Employing the Operational Model to Measure System-Independent OTR Efficacy
- Author
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Kiyan Afzali and Mark Connor
- Subjects
Measure (data warehouse) ,Multivariate analysis ,Scope (project management) ,Computer science ,Drug discovery ,business.industry ,Machine learning ,computer.software_genre ,Drug activity ,Basic research ,Artificial intelligence ,Robust analysis ,business ,computer - Abstract
Ideally, pharmacological analysis is based on quantitative measurements applied toward unveiling biological mechanisms and guiding medicinal chemistry efforts in drug discovery and basic research. The most robust analysis frameworks generate findings which can be dissociated from the specific experimental setting to provide insights of a broader scope. With insufficient efficacy being the leading cause of drug failures in late-stage clinical trials, more rigorous preclinical definitions might assist in better translation. This chapter details a new method for accessing the Black and Leff operational model of agonism using a stable Flp-In™ T-REx™ HEK293 cell line under tetracycline-dependent control of OTR expression. We cover steps for performing the Gq-coupled HTRF® IP-One assay, curve-fitting data, calculating and statistically representing system-independent drug activity, predicting responses in different sensitivities, and plotting of multivariate analyses.
- Published
- 2021
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