Methods are provided for detecting lipid cores underneath thin fibrous caps (LCTC) and thin-cap fibroatheromas (TCFA) in a subject in need of diagnosis for having a vulnerable plaque, a plaque at risk of disruption or thrombosis, or risk of an acute coronary syndrome, and for screening compounds for modulators of this process.