Two articles14 - 15 in this issue of JAMA are remarkable examples of the power that these genomic data hold for patients with a diagnosis of cancer. In one report, Link and colleagues,14 from Washington University, St Jude Children's Research Hospital, and University of Chicago, performed whole-genome sequencing on skin and leukemic cells from a woman with suspected cancer susceptibility syndrome based on the early onset of several primary tumors. The patient had breast cancer at age 37 years, had ovarian cancer at age 39 years with recurrence at age 42 years, and developed treatment-related acute myeloid leukemia (t-AML) 6 months later. Genetic testing for mutations of the BRCA1 and BRCA2 genes was unrevealing, and in keeping with guidelines for assessment of high risk for familial cancer, no additional targeted genetic testing was obtained. However, whole-genome DNA sequencing showed that the patient was heterozygous for a novel deletion of 3 exons of the TP53 gene and that the intact copy of TP53 had been lost in the leukemic cells due to uniparental disomy. This mutation in TP53 would not have been discovered without whole-genome sequencing. Although this discovery did not help save the patient's life, the implications for her children who may have inherited this mutation are immediate. Indeed, current guidelines from the National Comprehensive Cancer Network5 recommend annual screening mammograms, breast magnetic resonance imaging, or both starting at the age of 20 to 25 years. Furthermore, risk-reducing mastectomy is an effective option to prevent the development of breast cancer in this high-risk group of individuals. The high frequency of asymptomatic cancers in healthy individuals with Li-Fraumeni syndrome has been highlighted in a recent study assessing the usefulness of positron emission tomography scans in patients.16