Finally, five genes (CEBPE, HDC, IRAK3, PRR4, and SOD2) were identified as overlapping features across all three algorithms, as illustrated in the Venn diagram (Figure 3G), and were thus considered robust candidate biomarkers for asthma. This evidence concerns the gene IRAK3 and asthma.