A digital printing system includes components to apply an ink layer on a substrate, and a deinking applicator. The deinking applicator includes a reservoir and a roller. The reservoir is to contain a deinking solution. The roller is positioned to receive the deinking solution from the reservoir and to coat the substrate with the deinking solution prior to the application of the ink layer or subsequent to the application of the ink layer.