Using the HDAd-LDLR, we successfully lowered plasma cholesterol levels primarily in the ApoB containing lipoproteins and induced atherosclerosis regression–defined as a reduction in monocyte-derived cell content in the plaque from HFD- and LFD-fed mice. Here, APOB is linked to atherosclerosis.