It has been widely evidenced that several host factors, including the expression level of PD-L1, tumor mutational burden (TMB), microsatellite instability (MSI), and gut microbiome diversity, can be used to predict the treatment outcomes of ICI treatment (6, 7). This evidence concerns the gene CD274 and neoplasm.