The potential of these genes to distinguish between tumor and benign samples was further assessed using ROC analysis, revealing favorable AUC values, sensitivity, and specificity for all genes, except for SNHG1 and SNORD94, which showed suboptimal diagnostic performance. This evidence concerns the gene SNHG1 and neoplasm.