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Repurposed High-Throughput Images Enable Biological Activity Prediction For Drug Discovery
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Paper
Repurposed High-Throughput Images Enable Biological Activity Prediction For Drug Discovery
2017
Overview
We repurpose a High-Throughput (cell) Imaging (HTI) screen of a glucocorticoid receptor assay to predict target protein activity in multiple other seemingly unrelated assays. In two ongoing drug discovery projects, our repurposing approach increased hit rates by 60- to 250-fold over that of the primary project assays while increasing the chemical structure diversity of the hits. Our results suggest that data from available HTI screens are a rich source of information that can be reused to empower drug discovery efforts.
Publisher
Cold Spring Harbor Laboratory Press,Cold Spring Harbor Laboratory
