Inhibition of CDK7, a potent transcription regulator, may bring new hope for treating pancreatic ductal adenocarcinoma (PDAC), which is featured by large genetic heterogeneity and abundant KRAS mutations. The gene discussed is CDK7; the disease is pancreatic ductal adenocarcinoma.