“…First, from the literature, we identified anti-coronavirus compounds with diverse mechanisms of action ( Table S1 ) to be used as references for similarity searching from a compound screening library with ~17 million molecules of bioactive compounds, natural products, and peptides [ 50 , 51 , 52 , 53 , 54 , 55 , 56 , 57 , 58 ]. Of the 62 reference molecules, thirteen ( Table S2 ) have been shown to inhibit at least one of two SARS-CoV-2 proteases [ 59 , 60 , 61 , 62 , 63 , 64 , 65 , 66 , 67 , 68 , 69 , 70 ]. Using three different molecular fingerprints, we identified 632,149 unique molecules that had similarity values greater than the mean plus three standard deviations (SDs) for all three of the molecular fingerprints.…”