Based on our inclusion criteria, such as the quality of single-cell sequencing data, response of PD-1 blockades combined chemotherapy treatment, primary or metastatic tumor), as mentioned in the Materials and Methods section, the study design and bioinformatics analysis flow charts were generated (Figure 1A). Here, PDCD1 is linked to metastatic neoplasm.