Risk scores and coronary artery disease in patients with suspected acute coronary syndrome and intermediate cardiac troponin concentrations
Perez-Vicencio, D.; Thurston, A. J.; Doudesis, D.; O'Brien, R.; Ferry, A. V.; Fujisawa, T.; Williams, M. C.; Gray, A.; Mills, N. L.; Lee, K. K.
Show abstract
BackgroundGuidelines recommend the use of risk scores to select patients for further investigation after myocardial infarction has been ruled out but their utility to identify those with coronary artery disease is uncertain. MethodsIn a prospective cohort study, patients with intermediate high-sensitivity cardiac troponin I concentrations (5 ng/L to sex-specific 99th percentile) in whom myocardial infarction was ruled out were enrolled and underwent coronary computed tomography angiography (CCTA) after hospital discharge. HEART, EDACS, GRACE, TIMI, SCORE2 and PCE risk scores were calculated and the odds ratio (OR) and diagnostic performance for obstructive coronary artery disease determined using established thresholds. ResultsIn 167 patients enrolled (64{+/-}12 years, 28% female), 29.9% (50/167) had obstructive coronary artery disease. The odds of having obstructive disease was increased for all scores with the lowest and highest increase observed for an EDACS score [≥]16 (OR 2.2 [1.1-4.6]) and a TIMI risk score [≥]1 (OR 12.9 [3.0-56.0]), respectively. The positive predictive value (PPV) was low for all scores but was highest for a GRACE score >88 identifying 39% as high-risk for a PPV of 41.9% (30.4-54.2%). The negative predictive value (NPV) varied from 77.3% to 95.2% but was highest for a TIMI score of 0 identifying 26% as low-risk for a NPV of 95.2% (87.2-100%). ConclusionsIn patients with intermediate cardiac troponin concentrations in whom myocardial infarction has been ruled out, clinical risk scores can help identify patients with and without coronary artery disease, but the performance of established risk thresholds requires optimisation for this purpose. Clinical Trial Registrationhttps://clinicaltrials.gov/study/NCT04549805
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- High-sensitivity cardiac troponin on presentation to rule out myocardial infarction: a stepped-wedge cluster randomised controlled trial 94%
- Prevalence of Coronary Atherosclerosis in Master Female Endurance Athletes 93%
- Arrhythmia and Survival Outcomes among Black and White Patients with a Primary Prevention Defibrillator 93%
Similar papers in this journal
- Multiple Biomarkers to Predict Major Adverse Cardiovascular Events in Patients With Coronary Chronic Total Occlusions 96%
- Investigating Electrocardiographic Abnormalities in Patients with Coronary Microvascular Dysfunction 96%
- Sodium-glucose Cotransporter-2 Inhibitors Stabilize Coronary Plaques in Acute Coronary Syndrome with Diabetes Mellitus 95%
Similar papers in this journal
- Artificial intelligence of arterial Doppler waveforms to predict major adverse outcomes among patients evaluated for peripheral artery disease 95%
- Treatment of Slow-flow After Primary Percutaneous Coronary Intervention With Flow-mediated Hyperemia. The Randomized RAIN-FLOW Study 94%
- Age-stratified Prevalence and Relative Prognostic Significance of Traditional Atherosclerotic Risk Factors: A Report from the Nationwide Registry of Percutaneous Coronary Interventions in Japan 94%
Similar papers in this journal
- Predicting long-term prognosis after percutaneous coronary intervention in patients with acute coronary syndromes: a prospective nested case-control analysis for county-level health services 95%
- Fragmented QRS is independently predictive of long-term adverse clinical outcomes in Asian patients hospitalized for heart failure: a retrospective cohort study 94%
- Impact of cardiac rehabilitation and treatment compliance after ST-segment elevation myocardial infarction (STEMI) in France, the STOP SCA+ study 93%
Similar papers in this journal
- Clinical presentation, disease course and outcome of COVID-19 in hospitalized patients with and without pre-existing cardiac disease – a cohort study across sixteen countries 93%
- Mortality Risk and Treatment Disparities in the Chinese SMuRF-less STEMI Patients: A Nationwide Cohort Study 93%
- Cardiac impairment in Long Covid 1-year post-SARS-CoV-2 infection 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.