Key result
Coronary CTA perivascular fat attenuation index predicts NSTEMI 96 days later despite absent atherosclerotic plaque.
Why the study?
Does perivascular coronary inflammation assessed by AI on coronary CTA predict acute myocardial infarction in the absence of detectable plaque?
Case Report (n=1)
Does perivascular coronary inflammation assessed by AI on coronary CTA predict acute myocardial infarction in the absence of detectable plaque?
Perivascular coronary inflammation assessed by AI on coronary CTA can predict major adverse cardiac events even without identifiable coronary plaque.
Supports AI-CTA with FAI beyond plaque detection; hypothesis-generating for inflammation-targeted trials in non-obstructive CAD.
BACKGROUND: Coronary computed tomography angiography (CTA) with analysis by artificial intelligence (AI) can personalize coronary artery disease risk stratification. CASE SUMMARY: A 61-year-old man with coronary artery disease risk factors sought risk stratification admitting to exertional dyspnea. Coronary CTA revealed no plaque in the left circumflex coronary artery (LCx) by visual or AI analysis, but severe perivascular coronary inflammation was measured using the fat attenuation index (FAI) in the 99th percentile for age and gender. He had a non-ST-segment elevation myocardial infarction 96 days later due to occlusion of the LCx obtuse marginal branch. DISCUSSION: Perivascular coronary inflammation assessed by AI analysis of coronary CTA is predictive of adverse coronary events even in the absence of identifiable coronary plaque. TAKE-HOME MESSAGES: A highly inflamed fatty streak in the coronary endothelium of the LCx capable of acutely occluding the coronary artery was invisible to artificial intelligence-guided quantitative computed tomography, yet left a clear radiomic signature of alarming vascular inflammation described in FAI. Perivascular FAI on coronary CTA can noninvasively personalize the risk of major adverse cardiac events in the absence of detectable coronary plaque.
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Hinchman et al. (2026) conducted a case report in Coronary artery disease (n=1). Coronary CTA with AI analysis of perivascular fat attenuation index (FAI) was evaluated on Non-ST-segment elevation myocardial infarction. Perivascular fat attenuation index on coronary CTA predicted an acute myocardial infarction 96 days later in a patient despite the absence of detectable atherosclerotic plaque.
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