The six key-gene signature (ADRB2, DPYSL2, IL7R, LIMCH1, PIK3R1 and SOX2) has been shown to be associated with metastasis and progression of many tumor types through molecular experiments [19–23]. Here, PIK3R1 is linked to neoplasm.