This pattern was consistent with the analysis of tumor hallmarks, which showed upregulated expression of TNF and JAK/STAT pathways and downregulated expression of angiogenesis pathway during RCT treatment (Fig. 5g). Here, SOAT1 is linked to neoplasm.