Of the top 20 contributing proteins for each infection identified by machine learning, 6 were found to be common to both LD and WNV (APOD, C4BPB, C7, HP, ITIH3, PGLYRP2), but with varying degrees of importance in each disease (Tables 4, 5). This evidence concerns the gene C4BPB and infection.