"Despite the growing number of regulatory approvals for use of these drugs in a number of different malignancies, it is now becoming clear that many patients who receive ICIs do not benefit from treatment but remain at risk for potentially serious immune-related adverse events. Expanding the benefit of ICIs to more patients and limiting the impact of their adverse effects will require better biomarkers of response and toxicity."