Upregulated NOTCH2, NOTCH3, and HEY1 were associated with worse survival prognosis whereas NOTCH1 indicated improved survival and multiple NOTCH family gene expression showed a moderate diagnostic biomarker value for STAD. The gene discussed is HEY1; the disease is gastric adenocarcinoma.