The 10 most important key genes were Cybb, Ccl2, Cd68, Ptprc, C5ar1, Il-1b, Tlr2, Itgb2, Itgax, and Cd44. KEGG Mapper annotation results showed that they are associated with lipid and atherosclerosis. The gene discussed is CD44; the disease is atherosclerosis.