GEO and citral treatment ameliorated atherosclerosis in ApoE−/− mice by suppressing meta-organismal metabolism of gut microbiota-host-derived TMA and TMAO and remodeling gut microbiota composition. The gene discussed is APOE; the disease is atherosclerosis.