Predicting target proteins for drug candidate compounds based on drug-induced gene expression data in a chemical structure-independent manner

Background Phenotype-based high-throughput screening is a useful technique for identifying drug candidate compounds that have a desired phenotype. However, the molecular mechanisms of the hit compounds remain unknown, and substantial effort is required to identify the target proteins associated with the phenotype.