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Circulating chemokines accurately identify individuals with clinically significant atherosclerotic heart disease
Diego Ardigo1, Themistocles L Assimes, Stephen P Fortmann
1Division of Cardiovascular Medicine, Stanford University, Stanford, California 94305, USA.
Insights
A novel proteomic approach using multiple serum chemokines accurately identifies coronary artery disease (CAD). This multi-marker signature offers a highly sensitive diagnostic tool for detecting coronary atherosclerosis, outperforming traditional risk factors.
Area of Science:
- Cardiovascular Medicine
- Proteomics
- Biomarker Discovery
Background:
- Individual inflammatory markers lack specificity for diagnosing coronary artery disease (CAD).
- Serum inflammatory markers are linked to outcomes in cardiovascular disease but require better diagnostic specificity.
Purpose of the Study:
- To investigate if a multimarker proteomic approach measuring serum chemokines can create a disease signature for accurate coronary atherosclerosis assessment.
- To evaluate the diagnostic performance of a chemokine signature for identifying CAD.
Main Methods:
- Simultaneously measured serum levels of seven chemokines in 48 CAD cases and 44 controls.
- Applied three classification algorithms and receiver operating characteristic (ROC) curves to assess diagnostic accuracy.
- Compared the diagnostic performance of the chemokine signature against traditional CAD risk factors and C-reactive protein (CRP).
Main Results:
- Six of the seven measured chemokines showed significantly higher serum levels in CAD cases compared to controls.
- All classification algorithms identified a three-chemokine combination as the best predictor of case-control status.
- Logistic regression using the chemokine signature achieved a high area under the curve (AUC) of 0.95, significantly outperforming models based on traditional risk factors (AUC = 0.67) or traditional risk factors plus CRP (AUC = 0.68).
Conclusions:
- A combination of serum chemokine levels serves as a highly accurate method for identifying subjects with significant coronary atherosclerosis.
- This multimarker proteomic approach shows promise as a diagnostic tool for CAD.
- Further validation in larger studies and exploration of prognostic value are warranted.
Abstract:
Serum inflammatory markers correlate with outcome and response to therapy in subjects with cardiovascular disease. However, current individual markers lack specificity for the diagnosis of coronary artery disease (CAD). We hypothesize that a multimarker proteomic approach measuring serum levels of vascular derived inflammatory biomarkers could reveal a "signature of disease" that can serve as a highly accurate method to assess for the presence of coronary atherosclerosis. We simultaneously measured serum levels of seven chemokines [CXCL10 (IP-10), CCL11 (eotaxin), CCL3 (MIP1 alpha), CCL2 (MCP1), CCL8 (MCP2), CCL7 (MCP3), and CCL13 (MCP4)] in 48 subjects with clinically significant CAD ("cases") and 44 controls from the ADVANCE Study. We applied three classification algorithms to identify the combination of variables that would best predict case-control status and assessed the diagnostic performance of these models with receiver operating characteristic (ROC) curves. The serum levels of six chemokines were significantly higher in cases compared with controls (P < 0.05). All three classification algorithms entered three chemokines in their final model, and only logistic regression selected clinical variables. Logistic regression produced the highest ROC of the three algorithms (AUC = 0.95; SE = 0.03), which was markedly better than the AUC for the logistic regression model of traditional risk factors of CAD without (AUC = 0.67; SE = 0.06) or with CRP (AUC = 0.68; SE = 0.06). A combination of serum levels of multiple chemokines identifies subjects with clinically significant atherosclerotic heart disease with a very high degree of accuracy. These results need to be replicated in larger cross-sectional studies and their prognostic value explored.
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