Our sequencing technology achieves unprecedented detail and sensitivity for the analysis of genetic changes across all protein coding genes from simple blood samples. This is useful for the design of better cancer vaccines and the detection of targetable genetic drivers which only occur in the metastatic clone. Demonstrating that long-range evolution forecasts are possible in principle is a major breakthrough. We are now testing this in a larger cohort of gastro-oesophageal cancer patients who received different therapies, including chemotherapy, immunotherapy and targeted therapies. If we know which drugs are likely to stop working and when, it would help clinicians to select the treatment that works the longest and give them more time to plan for the next steps of the patient’s treatment. The new techniques that we are developing through this study will allow us to make predictions at the outset of a patient’s treatment and to stay a step ahead of the cancer.