Clinical events in atherosclerosis are largely driven by inflammation. Molecular imaging of atherosclerosis can potentially identify high-risk lesions, help guide treatment and illuminate the underlying biology of the disease. 18F-fluorodeoxyglucose (18F-FDG) PET is the gold-standard nuclear molecular imaging technique with well-established roles in atherosclerosis imaging. However, the arterial 18F-FDG signal is non-specific, although it is related to increased macrophage activity with contributions from hypoxia and angiogenesis. Coronary artery imaging with 18F-FDG is particularly difficult, mainly due to high background myocardial cell 18F-FDG uptake, which obscures interpretation of the coronary signal. Efforts to suppress myocardial 18F-FDG uptake with dietary manipulation are challenging for patients and have limited efficacy.