DiseasePROFILER employs Pathway-centric lead discovery in pooled cohorts using multi-level barcoding strategies. The DiseasePROFILER uses a subset of top-performing sensors identified in the PathwayPROFILER assay and enables simple, robust, and cost-effective screening of compound effects in human disease models.