Additionally, the key genes identified (such as TP53, GNG4, and CCL5) and gene coexpression modules (such as M1 and M9) have not been validated through functional experiments (such as gene knockdown or overexpression studies), making it difficult to confirm their exact roles and molecular mechanisms in cervical cancer. This evidence concerns the gene GNG4 and cervical carcinoma.