Drug target prediction through deep learning functional representation of gene signatures

In their May 2024 Nature Communications paper, Chen et al used data simulated based on Reactome pathways to validate their Functional Representation of Gene Signatures (FRoGS) algorithm, a deep learning-based approach that was designed to improve the accuracy of drug target predictions by addressing limitations of gene identity-based pathway analysis.