Methods: In this study, we examined depression-related gene expression profiles in relation to clinical prognosis and identified estradiol and the NOTCH3 gene as critical factors involved in gastric cancer progression in the context of depression. This evidence concerns the gene NOTCH3 and depressive disorder.