The top seven DEPgenes are DBH, BDNF, SLC6A4, NGFR, TNF, GSK3B, and CHRNA7. The roles of these high-ranking DEPgenes in depression were supported by review articles and empirical studies. This evidence concerns the gene TNF and major depressive disorder.