Studies have shown that COL11A1 promotes tumor cell invasion through multiple mechanisms, leading to a poor prognosis in diseases such as ovarian cancer, head and neck squamous cell carcinoma [40,41], pancreatic cancer [42], gastric cancer [43], colorectal cancer [44], and certain sarcomas [45]. Here, COL11A1 is linked to ovarian carcinoma.