Data-driven RNA phenotyping captures genetically regulated dimensions of the transcriptome

Genetic variants can regulate many aspects of transcription, any of which could influence complex traits. We developed LaDDR, a method for generating latent data-driven RNA phenotypes from RNA sequencing read coverage. LaDDR substantially increases discovery of regulatory variation and gene-trait associations and can be integrated with knowledge-driven RNA phenotypes.