AI Article Synopsis

  • Previous studies showed that low frequency diastolic heart sounds increase in patients with coronary artery disease (CAD), prompting the creation of a computerized CAD-score to detect CAD non-invasively.
  • The study involved 463 patients undergoing elective coronary angiography, with heart sounds recorded using a new acoustic sensor; after exclusions, 218 patients were divided into training and validation groups for developing and testing the CAD-score.
  • Results indicated the CAD-score effectively differentiated between CAD and non-CAD patients, showing significant increases in CAD patients, with a 77% accuracy rate in the validation group, highlighting its potential as a cost-effective diagnostic tool.

Article Abstract

Objectives: Previous studies have observed an increase in low frequency diastolic heart sounds in patients with coronary artery disease (CAD). The aim was to develop and validate a diagnostic, computerized acoustic CAD-score based on heart sounds for the non-invasive detection of CAD.

Methods: Prospective study enrolling 463 patients referred for elective coronary angiography. Pre-procedure non-invasive recordings of heart sounds were obtained using a novel acoustic sensor. A CAD-score was defined as the power ratio between the 10-90 Hz frequency spectrum and the 90-300 Hz frequency spectrum of the mid-diastolic heart sound. Quantitative coronary angiography analysis was performed by a blinded core laboratory and patients grouped according to the results: obstructive CAD defined by the presence of at least one ≥ 50% stenosis, non-obstructive CAD as patients with a maximal stenosis in the 25-50% interval and non-CAD as no coronary lesions exceeding 25%. We excluded patients with potential confounders or incomplete data (n = 245). To avoid over-fitting the final cohort of 218 patients was randomly divided into to a training group for development (n = 127) and a validation group (n = 91).

Results: In both the training and the validation group the CAD-score was significantly increased in CAD patients compared to non-CAD patients (p < 0.0001). In the validation group the area under the receiver-operating curve was 77% (95% CI 63-91%). Sensitivity was 71% (95% CI 59-82%) and specificity 64% (95% CI 45-83%).

Conclusion: The acoustic CAD-score is a new, inexpensive, non-invasive method to detect CAD, which may supplement clinical risk stratification and reduce the need for subsequent non-invasive and invasive testing.

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Source
http://dx.doi.org/10.1007/s13239-022-00622-6DOI Listing

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