Drs. David Rimm and Roy Herbst identify the top challenges in the area of biomarker testing as well as solutions to these challenges, including availability of sufficient tissue for a large number of biomarker assays, the time some biomarker tests require for completion, the need for a tight association of test results with clinical outcomes, and the development of companion diagnostics for certain immunotherapies.