Introduction: Greater non-calcified plaque volume (NCPV) measured by coronary CT angiography (CCTA) is associated with higher risk of future myocardial infarction in stable patients. However, NCPV and associations with clinical characteristics in patients presenting with a first acute STEMI are not well described. Methods: The REAL-TIMI 63B trial randomized 593 patients with no prior MI presenting with acute STEMI to intravenous recombinant human lecithin-cholesterol acyltransferase (MEDI6012) or placebo; a subset were to undergo CCTA 48-72h after STEMI. Global NCPV, low-attenuation PV (LAPV), and calcified PV (CPV) were measured by a centralized core laboratory blinded to treatment arm. Revascularized segments were excluded from coronary plaque quantification. Results: 188 patients had a CCTA performed at baseline. Of these, 80.3% had NCPV and 77.4% had LAPV outside of the revascularized segments. Median NCPV was 28.4mm 3 [IQR 1.4-92.1], LAPV 3.8mm 3 [0.1-14.9], and CPV 92.4mm 3 [22.6-201.8]. Among the characteristics examined, male vs. female sex (51.3 mm 3 [3.47-100.3] vs 5.6 mm 3 [0.0-17.3]; p=0.0003), BMI >25 kg/m 2 (overweight or obese) (41.20 mm 3 [2.01-104.50] vs 10.98 mm 3 (0.0-61.5); p=0.01) and diabetes (82.6 mm 3 [59.0-123.4] vs 24.2 mm 3 [1.21-85.2]; p=0.038) were associated with greater NCPV (Figure). Conclusions: Among patients with no prior MI undergoing primary PCI for STEMI, we found that most patients had NCPV and LAPV outside the culprit lesion. Male sex and markers of cardiometabolic disease including higher BMI and diabetes were associated with a greater burden of NCPV. These observations underscore the need for intensive medical therapies that may stabilize vulnerable plaque in patients presenting with acute myocardial infarction.