These include programmed death ligand 1 (PD-L1) expression, tumor mutational burden (TMB), mutations in specific genes, human leukocyte antigen class I zygosity and diversity, and microsatellite instability (MSI) status1–7. Here, CD274 is linked to neoplasm.