"Cancers of high medical need" span a vast range of diseases requiring innovative approaches and comprehensive genomic data. Here, we delve into how COSMIC v101 tackles these challenges through large-scale studies, including insights into rare tumours such as radiation-induced papillary thyroid cancer and biliary tract cancer.