Analysis of image-based phenotypic parameters for high throughput gene perturbation assays

•Image-based multiplexing assay was attempted for siRNA library screening.•Diverse orthogonal phenotypic parameters were retrieved from a single screening.•Image-based cell count provided better resolution than the viability measure.•Geneset analysis revealed biological implications of various image-based parameters.