KEGG and PPI analyses revealed that GNG11, LPAR1, and AGTR1, as key factors in cancer biological processes, are significantly downregulated in CC, suggesting their potential role as tumor suppressor genes, which is of profound importance in unveiling the pathogenesis of CC. Here, LPAR1 is linked to cancer.