Plasma tumor DNA fraction is prognostic in metastatic cancers. This could improve risk stratification prior to commencing a new treatment. We hypothesized that a second sample collected after one cycle treatment could refine outcome prediction of patients identified as poor prognosis based on plasma DNA collected pre-treatment.