To identify the diagnostic value of CDK1, HMMR, PTTG1, and TTK distinguishing between liver cancer tissues and normal liver tissues, ROC analysis was performed by utilizing the data of the internal set (GSE84402). Here, PTTG1 is linked to liver cancer.