APOD and thyroid cancer: According to previous studies, APOD was an immune-related gene and is associated with the risk of multiple types of cancer such as gastric cancer [28], thyroid cancer [29], breast cancer and cervical cancer [30], which was also considered as one of prognostic signatures in cancer.