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Updated: May 14, 2026

Signal Acquisition, Score Interpretation, and Economics of a Non-Invasive Point-of-Care Test for Coronary Artery Disease
Published on: August 9, 2024
A blood-based gene expression test for obstructive coronary artery disease tested in symptomatic nondiabetic patients
Gregory S Thomas1, Szilard Voros, John A McPherson
1Long Beach Memorial Medical Center, Long Beach, CA 90806, USA. gthomas1@memorialcare.org
Insights
A new blood gene expression score (GES) accurately identifies obstructive coronary artery disease in symptomatic patients undergoing myocardial perfusion imaging (MPI). This score shows high sensitivity and negative predictive value, outperforming traditional clinical factors and MPI.
Area of Science:
- Cardiology
- Molecular Diagnostics
- Medical Imaging
Background:
- Obstructive coronary artery disease (CAD) diagnosis often requires noninvasive tests before invasive angiography.
- A gene expression score (GES) was validated in non-diabetic patients but not in symptomatic patients undergoing myocardial perfusion imaging (MPI).
Purpose of the Study:
- To evaluate the diagnostic performance of a blood-based gene expression score (GES) for obstructive coronary artery disease in symptomatic patients referred for MPI.
- To compare the efficacy of GES against clinical factors and MPI in diagnosing obstructive CAD.
Main Methods:
- A prospective, multicenter study enrolled 537 symptomatic patients referred for MPI.
- Peripheral blood samples were collected for GES analysis before MPI.
- Coronary anatomy was assessed using invasive coronary angiography or coronary computed tomographic angiography.
Main Results:
- The gene expression score (GES) demonstrated an area under the receiver-operating characteristic curve of 0.79 for detecting ≥50% stenosis.
- GES achieved 89% sensitivity, 52% specificity, and 96% negative predictive value.
- GES outperformed clinical factors and MPI (AUC 0.59-0.63) in diagnosing obstructive coronary artery disease.
Conclusions:
- The blood-based gene expression score (GES) is highly sensitive and has a high negative predictive value for obstructive coronary artery disease.
- GES is a valuable tool that surpasses clinical factors and MPI in diagnosing obstructive CAD in patients referred for MPI.
Abstract:
BACKGROUND- Obstructive coronary artery disease diagnosis in symptomatic patients often involves noninvasive testing before invasive coronary angiography. A blood-based gene expression score (GES) was previously validated in nondiabetic patients referred for invasive coronary angiography but not in symptomatic patients referred for myocardial perfusion imaging (MPI). METHODS AND RESULTS- This prospective, multicenter study obtained peripheral blood samples for GES before MPI in 537 consecutive patients. Patients with abnormal MPI usually underwent invasive coronary angiography; all others had research coronary computed tomographic angiography, with core laboratories defining coronary anatomy. A total of 431 patients completed GES, coronary imaging (invasive coronary angiography or computed tomographic angiography), and MPI. Mean age was 56±10 years (48% women). The prespecified primary end point was GES receiver-operating characteristics analysis to discriminate ≥50% stenosis (15% prevalence by core laboratory analysis). Area under the receiver-operating characteristics curve for GES was 0.79 (95% confidence interval, 0.73-0.84; P<0.001), with sensitivity, specificity, and negative predictive value of 89%, 52%, and 96%, respectively, at a prespecified threshold of ≤15 with 46% of patients below this score. The GES outperformed clinical factors by receiver-operating characteristics and reclassification analysis and showed significant correlation with maximum percent stenosis. Six-month follow-up on 97% of patients showed that 27 of 28 patients with adverse cardiovascular events or revascularization had GES >15. Site and core-laboratory MPI had areas under the curve of 0.59 and 0.63, respectively, significantly less than GES. CONCLUSIONS- GES has high sensitivity and negative predictive value for obstructive coronary artery disease. In this population clinically referred for MPI, the GES outperformed clinical factors and MPI. Clinical Trial Registration- URL: http://www.clinicaltrials.gov. Unique identifier: NCT01117506.
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