Furthermore, in the GSEA, the SVM model-derived PS exhibited significant correlations with angiogenesis, apoptosis, and tumor-related pathways, including the JAK-STAT, P53, and MAPK signaling pathways. This evidence concerns the gene SOAT1 and neoplasm.