For example, we observe that PLK1, CCNB1/2, CCNA2, AURKB and BUB1B are shared across 6–9 cancer types (Fig. 3e) and physically interact with several deregulated neighbouring genes in our activated modules (Fig. 3a–c). This evidence concerns the gene CCNA2 and cancer.