The discovery stage (Table 4) was to look for novel anti-viral pneumonia AMPs for the pneumonia pathogens (Influenza A, B just as Respiratory Syncytial Virus) in order to recognize peptides that had similar signatures/motifs and properties as the input sequences used to assemble the profiles RSVM, INFA, and INFB. The gene discussed is ADSL; the disease is pneumonia.