QA inhibits the increase of cholesterol, TMA, TMAO, CXCL13, TIMP-1 and HMGB1 levels in peripheral blood of Apoe−/− mice induced by HFD, suggesting that QA can effectively inhibit HFD-induced atherosclerosis. The gene discussed is TIMP1; the disease is atherosclerosis.