The analysis revealed that GNPNAT1 had a converse correlation with the infiltration of B cells, CD4+ T cells, and dendritic cells, which all had an anti-tumor effect in NSCLC (Inoshima et al., 2002; Germain et al., 2014; Bruno et al., 2017). This evidence concerns the gene GNPNAT1 and neoplasm.