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February 8, 2026European Heart Journal - Cardiovascular Imaging1 citationsOpen Access

Additive Prognostic Value of Functional Performance to Coronary Artery Anatomy: The ISCHEMIA Trial

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SZSagit Ben ZekryGTGeorgios TzimasJLJonathon Leipsic

Key Result

Peak METs on exercise stress testing improved prediction of all-cause death by 10-20%, cardiovascular death by 8-13%, and MI by 11-17% over CCTA anatomy in CCD patients.

Key Points

  • This research assesses if functional performance during exercise testing enhances risk stratification compared to coronary artery anatomy alone.
  • Conducted a subgroup analysis of the ISCHEMIA trial.
  • Evaluated baseline functional performance via exercise treadmill stress testing and coronary anatomy with CCTA.
  • Used blinded core laboratories for assessing EST and CCTA outcomes.
  • Measured primary outcome as all-cause death and several secondary cardiovascular outcomes.
  • Higher peak metabolic equivalents (METs) correlated with reduced all-cause death risk.
  • Adding peak METs improved predictive accuracy for death and myocardial infarction by 10-20%.
  • The composite outcome prediction also improved when combining peak METs with coronary severity.

Structured PICO

Does baseline functional performance assessed by exercise treadmill stress testing have additive prognostic value to CCTA for risk stratification in patients with chronic coronary disease and moderate or severe ischemia?

P
Population
1,864 patients with chronic coronary disease (CCD) and moderate or severe ischemia who underwent both exercise treadmill stress testing (EST) and coronary computed tomography angiography (CCTA), median age 62 years, 83% males.
I
Intervention
Prognostic risk stratification using baseline functional performance (peak METs) from exercise treadmill stress testing (EST) in addition to coronary computed tomography angiography (CCTA) anatomical findings.
C
Comparator
Risk stratification using coronary computed tomography angiography (CCTA) anatomical findings alone.
O
Outcome
All-cause deathhard clinical

Peak METs on exercise treadmill testing provides additive prognostic value to CCTA anatomical findings for predicting mortality and ischemic events in patients with chronic coronary disease.

Abstract

Abstract Aims To assess whether baseline functional performance assessed by exercise treadmill stress testing (EST) has additive value to coronary computed tomography angiography (CCTA) for risk stratification among patients with chronic coronary disease (CCD) and moderate or severe ischemia. Methods and Results We performed a subgroup analysis of the ISCHEMIA trial including participants who underwent EST and CCTA. EST data and severity of coronary artery disease (CAD) on CCTA were evaluated by core laboratories, blinded to clinical data and results of the other test. The primary outcome for this analysis was all-cause death. Secondary outcomes were cardiovascular death, cardiovascular death or myocardial infarction (MI), MI and a composite of cardiovascular death, MI, or hospitalization for heart failure, unstable angina, or resuscitated cardiac arrest. EST and number of vessels diseased on CCTA were both interpretable in 1864 patients (median age 62 years, IQR 55-68, 83% males). During a median follow-up of 3.1 years, 69 patients died. Higher peak metabolic equivalents (METs) achieved on the qualifying stress test was associated with lower all-cause death (HR 0.86, CI 0.76-0.98; p=0.025). The addition of peak METs to CAD severity improved the predictive ability of the all-cause death and CV death models by 10-20% and 8-13% respectively, depending on the metrics used for CCTA. Adding peak METs to CCTA anatomical models resulted in better prediction of MI by 11-17%, cardiovascular death or MI by 10-14%, and 5-component composite outcome by 12-16%. Conclusion Peak METs on EST, a marker of functional performance, added prognostic value to models including CCTA anatomical findings in patients with CCD and moderate or severe ischemia.

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Cite This Study

Zekry et al. (2026) studied this question. Peak METs on exercise stress testing improved prediction of all-cause death by 10-20%, cardiovascular death by 8-13%, and MI by 11-17% over CCTA anatomy in CCD patients.

synapsesocial.com/papers/698828990fc35cd7a8848449https://doi.org/10.1093/ehjci/jeag032
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Prognostic value of coronary CTA vs. exercise treadmill testing: results from the Partners registry2015 · 19 citations
  2. 2Stable Angina Pectoris: Head-to-Head Comparison of Prognostic Value of Cardiac CT and Exercise Testing2011 · 38 citations
  3. 3Prognostic utility of stress perfusion cardiac magnetic resonance in patients with known or suspected coronary artery disease and inconclusive exercise stress testing2026 · 1 citations
  4. 4Value of Multi-Parameter Combined Application of CZT-SPECT and CCTA in Risk Stratification of Short-Term Myocardial Ischemic Events in Patients with Chronic Coronary Syndromes2026
  5. 5Prognostic value of electrocardiogram exercise testing for risk stratification in asymptomatic coronary artery disease2017 · 6 citations