SAA4 and cancer: Among them, a gradual increase from early-stage cancer to more advanced stages were strongest for APOC2 and IL8 genes followed by for SAA4 and OSM genes, whereas HIST1H1E, PF4V1, CXCL5, and IL2RA expression showed limited stage-wise upregulation (Fig. 3A).