Similar cancer types may nevertheless differ widely in the genetic mutations they carry. In this Closeup, Kristensen and Borresen-Dale discuss how identifying these mutations can define which therapy is most likely to succeed in eliminating the cancerous cells and how the methodology developed by Dias-Santagata et al and described in this issue, is an important step in making mutation screening a reality in the clinical practice worldwide.