To identify the tumor cells and non-tumor lung cells, we first mapped the expression of six genes (FOLR1, AGR3, and SFTPD for normal hung lung cells, and EPCAM, MDK, and SOX4 for cancer cells) to each cluster to identify the cell types in our study. This evidence concerns the gene SOX4 and neoplasm.