Similarly, unsupervised hierarchical clustering of the top 1% most variable CpGs indicated a separation of ALK tumor samples compared with Ctrl, KO, and ALKKO thymi and a closer proximity between Ctrl and KO compared with ALKKO samples, suggesting that the largest changes in methylation occur in the tumor samples compared with the other genotypes (Fig 7D). Here, ALK is linked to neoplasm.