IRAK3 and cancer: We found that in all the six cancer types analyzed, the expression levels of RAB31 and IRAK3 were positively correlated (all p-value < 0.05) with the gene expression profiles suggestive of infiltrations of all immune cell types analyzed (except B cells) (Figure 6A).