The top 10 downregulated genes are involved in different signalling pathways, such as the CHN2 gene in the regulation of RAC1 activity, the FOS gene in EGFR signalling and ITGA7 in integrin pathways and Akt signalling and in tumour initiation and progression [36–38]. Here, AKT1 is linked to neoplasm.