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A Methodological Approach to Non-invasive Assessments of Vascular Function and Morphology
Published on: February 7, 2015
Individual assessment of arteriosclerosis by empiric clinical profiling
Marcus Mutschelknauss1, Marco Kummer, Juergen Muser
1University Department of Medicine, Kantonsspital Bruderholz, Bruderholz, Switzerland.
Insights
Basic clinical data can accurately assess arteriosclerosis activity. A novel disease activity score shows higher accuracy than the Framingham score for identifying vulnerable patients.
Area of Science:
- Cardiovascular Medicine
- Clinical Diagnostics
- Biomarker Discovery
Background:
- Arteriosclerosis is a major cause of chronic morbidity and mortality.
- Identifying vulnerable patients with symptomatic arteriosclerosis is crucial for improving cardiovascular event outcomes.
- Novel biomarkers are needed to predict cardiovascular events in at-risk individuals.
Purpose of the Study:
- To evaluate the accuracy of basic clinical data in assessing arteriosclerosis activity.
- To develop and validate a novel disease activity score for symptomatic arteriosclerosis.
- To compare the predictive performance of the novel score against the Framingham score.
Main Methods:
- A cross-sectional study included 269 inpatients.
- Clinical data, including personal history and examination findings, were collected.
- A disease activity score was developed using 25 differentiating variables between patients with and without symptomatic arteriosclerosis.
Main Results:
- The novel disease activity score demonstrated high accuracy (AUC 0.891) in identifying symptomatic arteriosclerosis, outperforming the Framingham score (AUC 0.684).
- The score effectively differentiated between patients with and without cardiovascular events.
- The disease activity score showed a more rapid deterioration in patients with symptomatic arteriosclerosis over two years.
Conclusions:
- Empiric clinical profiling and the disease activity score are valid and accessible markers for symptomatic arteriosclerosis.
- This approach offers a cost-effective method for assessing disease activity and patient vulnerability.
- The findings support the use of basic clinical data for improved cardiovascular risk stratification.
Background:
Arteriosclerosis is a common cause of chronic morbidity and mortality. Myocardial infarction, stroke or other cardiovascular events identify vulnerable patients who suffer from symptomatic arteriosclerosis. Biomarkers to identify vulnerable patients before cardiovascular events occur are warranted to improve care for affected individuals. We tested how accurately basic clinical data can describe and assess the activity of arteriosclerosis in the individual patient.
Methodology/Principal Findings:
269 in-patients who were treated for various conditions at the department of general medicine of an academic tertiary care center were included in a cross-sectional study. Personal history and clinical examination were obtained. When paraclinical tests were performed, the results were added to the dataset. The numerical variables in the clinical examination were statistically compared between patients with proven symptomatic arteriosclerosis (n = 100) and patients who had never experienced cardiovascular events in the past (n = 110). 25 variables were different between these two patient groups and contributed to the disease activity score. The percentile distribution of these variables defined the empiric clinical profile. Anthropometric data, signs of arterial, cardiac and renal disease, systemic inflammation and health economics formed the major categories of the empiric clinical profile that described an individual patient's disease activity. The area under the curve of the receiver operating curve for symptomatic arteriosclerosis was 0.891 (95% CI 0.799-0.983) for the novel disease activity score compared to 0.684 (95% CI 0.600-0.769) for the 10-year risk calculated according to the Framingham score. In patients suffering from symptomatic arteriosclerosis, the disease activity score deteriorated more rapidly after two years of follow-up (from 1.25 to 1.48, P = 0.005) compared to age- and sex-matched individuals free of cardiovascular events (from 1.09 to 1.19, P = 0.125).
Conclusions/Significance:
Empiric clinical profiling and the disease activity score that are based on accessible, available and affordable clinical data are valid markers for symptomatic arteriosclerosis.
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