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Published on: September 22, 2020
A biomarker panel for peripheral arterial disease
Eric T Fung1, Andrew M Wilson, Fujun Zhang
1Vermillion, Inc., Fremont, CA, USA.
Insights
A new biomarker panel including beta 2 microglobulin (beta2M), cystatin C, hsCRP, and glucose can help identify peripheral arterial disease (PAD). This index improves risk assessment beyond traditional factors for better vascular testing and management.
Area of Science:
- Cardiovascular Medicine
- Biomarker Discovery
- Vascular Health
Background:
- Peripheral arterial disease (PAD) is prevalent but frequently undiagnosed.
- Early detection of PAD is crucial for timely vascular testing and management.
- A reliable biomarker index could significantly improve PAD suspicion and diagnosis.
Purpose of the Study:
- To develop and validate a biomarker panel score for predicting peripheral arterial disease (PAD).
- To assess the predictive power of the biomarker panel compared to conventional risk factors.
- To enhance the diagnostic suspicion for PAD through a novel biomarker index.
Main Methods:
- Studied 540 individuals, including those with coronary artery disease (CAD) and PAD, CAD only, and no significant arterial disease.
- Employed multiple linear regression to create a biomarker panel score predicting ankle-brachial index (ABI).
- Utilized logistic regression and ROC analysis to evaluate the association between the panel score, PAD status, and known risk factors.
Main Results:
- Beta 2 microglobulin (beta2M) and cystatin C showed the strongest correlation with ABI, outperforming age, diabetes, and smoking status.
- A biomarker panel score (beta2M, cystatin C, hsCRP, glucose) was significantly associated with PAD status (OR = 12.4).
- The panel score remained significant after adjusting for traditional risk factors (OR = 7.3), indicating added value.
Conclusions:
- A biomarker panel comprising beta2M, cystatin C, hsCRP, and glucose provides valuable information for assessing PAD risk.
- This panel enhances risk assessment beyond traditional factors, aiding in the identification of individuals needing further vascular evaluation.
- The findings support the utility of this biomarker index in clinical practice for improving PAD diagnosis and management.
Abstract:
Peripheral arterial disease (PAD) is common, but often not diagnosed. A biomarker index would be useful to raise suspicion of PAD, so as to trigger appropriate vascular testing and management. The study comprised 540 individuals: 197 individuals with both coronary artery disease and peripheral arterial disease (CAD + PAD); 81 with CAD only; and 262 with no hemodynamically significant disease (NHSD) of the coronary or peripheral arteries. Multiple linear regression was performed to generate a biomarker panel score that could predict ankle-brachial index (ABI). Logistic regression was used to investigate the relationship between disease status and the panel score as well as other risk factors (e.g. age, diabetes status, smoking status). ROC analysis was performed to test the prediction power of the biomarker panel score. Among the plasma markers tested, beta 2 microglobulin (beta2M) and cystatin C had the highest correlation with ABI, and higher than any of the conventional risk factors of age, smoking status, and diabetes status. A biomarker panel score derived from beta2M, cystatin C, hsCRP, and glucose had an increased association with PAD status (OR = 12.4, 95% confidence interval (CI) 6.6-23.5 for highest vs lowest quartile), which was still significant after adjusting for known risk factors (OR = 7.3, 95% CI 3.6-14.9 for highest vs lowest quartile). In conclusion, after taking into account the traditional risk factors for PAD, a biomarker panel comprising beta2M, cystatin C, hsCRP, and glucose adds useful information to assess the risk of disease.
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