Other cancer causing candidates were SMURF2, PIK3AP1, RSBN1, TTN and SEMA6D, which were ranked in the top 25% potential drivers in transposon insertional mutagenesis studies in mice [21, 29]. Here, SEMA6D is linked to cancer.