The gene markers generated by the two algorithms were then superimposed to yield five diagnostic marker genes (MMP1, BHLHE40, NEAT1, ADORA3, PPARG; Figure 6F) as candidate essential genes in AD for further investigation. The gene discussed is BHLHE40; the disease is Alzheimer disease.