Although cancer invasion and metastasis promoted by EMT are the typical features of malignant tumors, our analysis revealed that in the patients with enriched TGFβ signaling, lower enrichment of JAG1- or NOTCH1-DEGs led to worse prognosis. Here, JAG1 is linked to cancer.