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Coronary Progenitor Cells and Soluble Biomarkers in Cardiovascular Prognosis after Coronary Angioplasty
Published on: January 28, 2020
Serum protein profiles predict coronary artery disease in symptomatic patients referred for coronary angiography
William A LaFramboise1, Rajiv Dhir, Lori A Kelly
1University of Pittsburgh, Department of Pathology, 5230 Centre Avenue, Pittsburgh, PA 15232, USA. laframboisewa@upmc.edu
Insights
A novel multiplex serum protein test can identify patients without significant coronary artery disease (CAD), reducing the need for invasive cardiac catheterization. This biomarker approach offers a low-risk, cost-effective alternative for diagnosing CAD.
Area of Science:
- Cardiovascular Medicine
- Biomarker Discovery
- Diagnostic Testing
Background:
- Millions of cardiac catheterizations are performed annually in the US.
- Nearly half of these procedures reveal no significant coronary artery disease (CAD).
- A low-risk, cost-effective diagnostic test is needed to rule out CAD.
Purpose of the Study:
- To identify serum protein biomarkers for diagnosing coronary artery disease (CAD).
- To develop a multiplex protein test to reduce unnecessary cardiac catheterizations.
Main Methods:
- Analyzed serum proteins in 359 symptomatic patients undergoing catheterization.
- Compared protein levels between patients with and without significant CAD.
- Developed and validated protein signatures using machine learning.
Main Results:
- Identified significant differences in circulating proteins between patients requiring revascularization and those without.
- Developed 14 overlapping protein signatures with 95% sensitivity for detecting significant CAD.
- Key biomarkers included osteopontin, resistin, and C-reactive protein (CRP).
Conclusions:
- Serum protein profiles reflect inflammatory response and lipid metabolism alterations in CAD patients.
- A targeted multiplex serum protein test can identify patients without significant CAD.
- This approach can eliminate radiation exposure and reduce healthcare costs associated with angiographic testing.
Background:
More than a million diagnostic cardiac catheterizations are performed annually in the US for evaluation of coronary artery anatomy and the presence of atherosclerosis. Nearly half of these patients have no significant coronary lesions or do not require mechanical or surgical revascularization. Consequently, the ability to rule out clinically significant coronary artery disease (CAD) using low cost, low risk tests of serum biomarkers in even a small percentage of patients with normal coronary arteries could be highly beneficial.
Methods:
Serum from 359 symptomatic subjects referred for catheterization was interrogated for proteins involved in atherogenesis, atherosclerosis, and plaque vulnerability. Coronary angiography classified 150 patients without flow-limiting CAD who did not require percutaneous intervention (PCI) while 209 required coronary revascularization (stents, angioplasty, or coronary artery bypass graft surgery). Continuous variables were compared across the two patient groups for each analyte including calculation of false discovery rate (FDR ≤ 1%) and Q value (P value for statistical significance adjusted to ≤ 0.01).
Results:
Significant differences were detected in circulating proteins from patients requiring revascularization including increased apolipoprotein B100 (APO-B100), C-reactive protein (CRP), fibrinogen, vascular cell adhesion molecule 1 (VCAM-1), myeloperoxidase (MPO), resistin, osteopontin, interleukin (IL)-1β, IL-6, IL-10 and N-terminal fragment protein precursor brain natriuretic peptide (NT-pBNP) and decreased apolipoprotein A1 (APO-A1). Biomarker classification signatures comprising up to 5 analytes were identified using a tunable scoring function trained against 239 samples and validated with 120 additional samples. A total of 14 overlapping signatures classified patients without significant coronary disease (38% to 59% specificity) while maintaining 95% sensitivity for patients requiring revascularization. Osteopontin (14 times) and resistin (10 times) were most frequently represented among these diagnostic signatures. The most efficacious protein signature in validation studies comprised osteopontin (OPN), resistin, matrix metalloproteinase 7 (MMP7) and interferon γ (IFNγ) as a four-marker panel while the addition of either CRP or adiponectin (ACRP-30) yielded comparable results in five protein signatures.
Conclusions:
Proteins in the serum of CAD patients predominantly reflected (1) a positive acute phase, inflammatory response and (2) alterations in lipid metabolism, transport, peroxidation and accumulation. There were surprisingly few indicators of growth factor activation or extracellular matrix remodeling in the serum of CAD patients except for elevated OPN. These data suggest that many symptomatic patients without significant CAD could be identified by a targeted multiplex serum protein test without cardiac catheterization thereby eliminating exposure to ionizing radiation and decreasing the economic burden of angiographic testing for these patients.
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