Moreover, discerning whether a specific collagen type among the eight collagen genes (COL1A1, COL1A2, COL3A1, COL5A1, COL5A2, COL6A1, COL6A2, COL6A3) in the optimal cluster exerts a more pronounced influence in cervical cancer, as well as whether COL6A2 holds greater significance compared to others in this context, would be insightful. Here, COL3A1 is linked to cervical carcinoma.