Here, the authors used single cell sequencing to study the tumours of patients that were responsive and resistant to treatment and find gains of 17q in resistant tumours, which they attribute to increased expression of Birc5 and validate these findings in mouse models of the disease. This evidence concerns the gene BIRC5 and neoplasm.