Predictive biomarker research has predominantly been focused on tumor signatures such as MSI-H status, tumor mutational burden (TMB) and PD-L1 expression [11, 12]; clinical biomarkers, including early-on-treatment pharmacodynamic markers, have been much less studied. Here, CD274 is linked to neoplasm.