In an attempt to identify a pharmacological compound able to inhibit DKD through a ramipril-independent mechanism, RI-DKD-GPs were analyzed in silico using both CMap1 and CMap2 as recommended by Lim and Pavlidis19 (“Methods” section). The gene discussed is NBEAL2; the disease is diabetic kidney disease.