RRM2 and cancer: We chose these proteins for validation since they are involved in essential functional pathways of cancer cells: GMPPA is glycosylation catalytic enzymes37, RRM2 catalyzes the biosynthesis of deoxyribonucleotide38, MAVS acts in innate immune defense39, and SOD1 regulates the reactive oxygen stress by destroying superoxide radicals40.