In the exosome cohort CXCL12 expression was strongly correlated with EGFR status, CD44v6 was associated with tumor stage, TTF-1 expression & chromogranin protein expression and HIF1A & TGFBR2 showed positive correlation with CEA expression & CK20 expression (Table 2). This evidence concerns the gene HIF1A and neoplasm.