Volcano plots were utilized to visualize the expression patterns of these genes, revealing that genes such as GPC3 and SPINK1 were significantly upregulated in the tumor group, while genes including HAMP and CYP1A2 were markedly downregulated. Here, SPINK1 is linked to neoplasm.