Cancer is mainly a genetic disease. It is caused by genomic alterations that confer somatic cells competitive advantages over neighbouring cells in the same tissue. The genes affected by these alterations are commonly referred to as cancer drivers because they drive the abnormal growth of malignant cells. Recently, important international initiatives have sequenced the exomes and genomes of thousands of tumours belonging to different types of cancer. One of the main goals of the colossal effort channelled into this endeavour is the identification of cancer driver genes and, more recently, also potential driver non-coding genomic elements, such as promoters, enhancers, and non-coding RNAs.