Besides, we identified various cancer-associated pathways that were hyperactivated in Immunity_H, including apoptosis, calcium signaling, MAPK signaling, PI3K–Akt signaling, and RAS signaling (Fig. 4a, Additional file 4: Figure S3A). This evidence concerns the gene AKT1 and cancer.