We further explored the potential roles of these genes in the molecularmechanisms underlying cancer, particularly in nucleotide excision repair and DNAreplication, as evidenced by enrichment studies of co-expressed proteins.Furthermore, our findings suggest that NIPAL1 and ZYG11B may have a preventiveeffect on carcinogenesis and growth, as indicated by cancerSEA. The gene discussed is NIPAL1; the disease is cancer.