Tumor immune-related functions were upregulated in Cluster 2, and the ROC curve indicated that ZNF503-AS2 had high accuracy in predicting immune typing patterns, with an AUC of 0.77 (Fig 3J). This evidence concerns the gene ZNF503 and neoplasm.