Pan-cancer analysis revealed that purine biosynthesis enzymes, such as PPAT and PAICS, were significantly upregulated in LUAD and LUSC (Figure 1B), underscoring the critical role of purine metabolism in NSCLC. This evidence concerns the gene PPAT and non-small cell lung carcinoma.