In order to further explore the potential mechanism of the five key genes (APOC1, APOC1P1, ISYNA1, C7orf61 and APOE) and whether these genes functioned through common cancer pathways, we analyzed them using the GSCALite platform by pathway activity module. Here, APOE is linked to cancer.