Results are conflicting on the association of PD-L1 tumour expression with treatment outcome, yet ctDNA has emerged as a key biomarker from IMvigor010, showing not only prognostic value but also association between its clearance and atezolizumab treatment benefit derived. Here, CD274 is linked to neoplasm.