Whole-Exome Sequencing of Metastatic Cancer and Biomarkers of Treatment Response

JAMA Oncol. 2015 Jul;1(4):466-74. doi: 10.1001/jamaoncol.2015.1313.

Abstract

Importance: Understanding molecular mechanisms of response and resistance to anticancer therapies requires prospective patient follow-up and clinical and functional validation of both common and low-frequency mutations. We describe a whole-exome sequencing (WES) precision medicine trial focused on patients with advanced cancer.

Objective: To understand how WES data affect therapeutic decision making in patients with advanced cancer and to identify novel biomarkers of response.

Design, setting, and patients: Patients with metastatic and treatment-resistant cancer were prospectively enrolled at a single academic center for paired metastatic tumor and normal tissue WES during a 19-month period (February 2013 through September 2014). A comprehensive computational pipeline was used to detect point mutations, indels, and copy number alterations. Mutations were categorized as category 1, 2, or 3 on the basis of actionability; clinical reports were generated and discussed in precision tumor board. Patients were observed for 7 to 25 months for correlation of molecular information with clinical response.

Main outcomes and measures: Feasibility, use of WES for decision making, and identification of novel biomarkers.

Results: A total of 154 tumor-normal pairs from 97 patients with a range of metastatic cancers were sequenced, with a mean coverage of 95X and 16 somatic alterations detected per patient. In total, 16 mutations were category 1 (targeted therapy available), 98 were category 2 (biologically relevant), and 1474 were category 3 (unknown significance). Overall, WES provided informative results in 91 cases (94%), including alterations for which there is an approved drug, there are therapies in clinical or preclinical development, or they are considered drivers and potentially actionable (category 1-2); however, treatment was guided in only 5 patients (5%) on the basis of these recommendations because of access to clinical trials and/or off-label use of drugs. Among unexpected findings, a patient with prostate cancer with exceptional response to treatment was identified who harbored a somatic hemizygous deletion of the DNA repair gene FANCA and putative partial loss of function of the second allele through germline missense variant. Follow-up experiments established that loss of FANCA function was associated with platinum hypersensitivity both in vitro and in patient-derived xenografts, thus providing biologic rationale and functional evidence for his extreme clinical response.

Conclusions and relevance: The majority of advanced, treatment-resistant tumors across tumor types harbor biologically informative alterations. The establishment of a clinical trial for WES of metastatic tumors with prospective follow-up of patients can help identify candidate predictive biomarkers of response.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Academic Medical Centers
  • Animals
  • Biomarkers, Tumor / genetics*
  • Computational Biology
  • DNA Copy Number Variations*
  • DNA Mutational Analysis*
  • Dose-Response Relationship, Drug
  • Drug Resistance, Neoplasm / genetics
  • Exome*
  • Feasibility Studies
  • Female
  • Gene Dosage*
  • Genetic Testing / methods*
  • Humans
  • INDEL Mutation
  • Male
  • Mice
  • Molecular Targeted Therapy
  • Mutation*
  • Neoplasm Metastasis
  • Neoplasms / drug therapy*
  • Neoplasms / genetics*
  • Neoplasms / pathology
  • Patient Selection
  • Precision Medicine
  • Predictive Value of Tests
  • Prospective Studies
  • Time Factors
  • Treatment Outcome
  • Tumor Cells, Cultured
  • Xenograft Model Antitumor Assays

Substances

  • Biomarkers, Tumor