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Using pulse oximetry waveforms to detect coarctation of the aorta
Matthew W Sorensen1,2, Ismail Sadiq3,4, Gari D Clifford3,5
1Division of Cardiology, Pediatric Cardiology, Children's Healthcare of Atlanta, 1405 Clifton Rd, Atlanta, GA, 30322, USA. sorensenm@kidsheart.com.
Insights
Analyzing pulse oximetry waveforms can help detect coarctation of the aorta in neonates. This novel method identifies waveform differences, aiding in early diagnosis of critical congenital heart disease before severe illness.
Area of Science:
- Neonatal cardiology
- Medical device technology
- Congenital heart disease screening
Background:
- Coarctation of the aorta is a critical congenital heart defect often diagnosed late.
- Current screening methods have limitations, leading to infant hospitalizations for cardiogenic shock.
- Early diagnosis of coarctation of the aorta is crucial to prevent severe outcomes.
Purpose of the Study:
- To evaluate a novel pulse oximetry waveform analysis for detecting coarctation of the aorta in neonates.
- To identify specific waveform features indicative of coarctation of the aorta.
- To assess the potential of waveform analysis to improve congenital heart disease screening.
Main Methods:
- Collected pulse oximetry waveform data from neonates with coarctation of the aorta and matched controls.
- Analyzed discrete features of the pulse oximetry waveforms, focusing on the rate of fall and upper vs. lower extremity differences.
- Compared waveform features preoperatively and postoperatively in coarctation patients.
Main Results:
- Statistically significant differences in waveform maximum rate of fall were found between neonates with and without coarctation.
- A shallow slope angle in lower extremity waveforms was a key indicator of coarctation (p=0.001).
- Waveform differences between extremities significantly reduced after surgical repair (p=0.028), indicating successful treatment. The algorithm achieved 72% accuracy, 0.61 sensitivity, and 0.94 specificity.
Conclusions:
- Specific pulse oximetry waveform features can accurately identify coarctation of the aorta.
- Waveform analysis shows promise for enhancing neonatal congenital heart disease screening, potentially identifying coarctation before critical illness.
- Further large-scale validation is needed for widespread use in low-risk newborn populations.
Background:
Coarctation of the aorta is a common form of critical congenital heart disease that remains challenging to diagnose prior to clinical deterioration. Despite current screening methods, infants with coarctation may present with life-threatening cardiogenic shock requiring urgent hospitalization and intervention. We sought to improve critical congenital heart disease screening by using a novel pulse oximetry waveform analysis, specifically focused on detection of coarctation of the aorta.
Methods And Results:
Over a 2-year period, we obtained pulse oximetry waveform data on 18 neonates with coarctation of the aorta and 18 age-matched controls hospitalized in the cardiac intensive care unit at Children's Healthcare of Atlanta. Patients with coarctation were receiving prostaglandin E1 and had a patent ductus arteriosus. By analyzing discrete features in the waveforms, we identified statistically significant differences in the maximum rate of fall between patients with and without coarctation. This was accentuated when comparing the difference between the upper and lower extremities, with the lower extremities having a shallow slope angle when a coarctation was present (p-value 0.001). Postoperatively, there were still differences in the maximum rate of fall between the repaired coarctation patients and controls; however, these differences normalized when compared with the same individual's upper vs. lower extremities. Coarctation patients compared to themselves (preoperatively and postoperatively), demonstrated waveform differences between upper and lower extremities that were significantly reduced after successful surgery (p-value 0.028). This screening algorithm had an accuracy of detection of 72% with 0.61 sensitivity and 0.94 specificity.
Conclusions:
We were able to identify specific features in pulse oximetry waveforms that were able to accurately identify patients with coarctation and further demonstrated that these changes normalized after surgical repair. Pulse oximetry screening for congenital heart disease in neonates may thus be improved by including waveform analysis, aiming to identify coarctation of the aorta prior to critical illness. Further large-scale testing is required to validate this screening model among patients in a newborn nursery setting who are low risk for having coarctation.
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