Ventilation-Induced Modulation of Pulse Oximeter Waveforms: A Method for the Assessment of Early Changes in
Aymen A Alian1, Gourg Atteya, Dorothy Gaal
1From the Departments of *Anesthesiology and †Orthopaedics, Yale University School of Medicine, New Haven, Connecticut.
Insights
Frequency-analyzed photoplethysmogram (PPG) and arterial waveform parameters can detect early bleeding in pediatric patients. PPG waveform baseline modulation (PPG DC%) showed higher sensitivity to blood volume changes during surgery.
Area of Science:
- Anesthesiology
- Pediatric Surgery
- Biomedical Engineering
Background:
- Scoliosis surgery in children can cause significant blood loss, necessitating transfusions.
- Current fluid resuscitation guidance methods for adults are not effective in children.
- There is a need for reliable methods to detect early bleeding in pediatric surgical patients.
Purpose of the Study:
- To introduce frequency-analyzed photoplethysmogram (PPG) and arterial pressure waveform variables.
- To assess the ability of these parameters to detect early blood loss in children during surgery.
Main Methods:
- Analyzed electrocardiogram, arterial pressure, and finger pulse oximetry (PPG) waveforms in 20 children undergoing spinal fusion.
- Utilized frequency domain analysis (Fourier analysis) to calculate amplitude densities of PPG and arterial pressure waveforms at respiratory and cardiac frequencies.
- Generated normalized measurements (DC% and AC%) by dividing waveform modulations by their respective cardiac pulse amplitude.
Main Results:
- Significant increases were observed in PPG DC% (359%), PPG AC% (160%), and arterial DC% (44%) during the bleeding phase.
- PPG DC% showed a significantly greater increase compared to other parameters, including systolic blood pressure.
- Systolic blood pressure also showed a significant decrease (11%) during bleeding.
Conclusions:
- Frequency-analyzed finger PPG and arterial waveform parameters can monitor blood volume changes in pediatric patients during bleeding.
- PPG waveform baseline modulation (PPG DC%) is a sensitive indicator of changes in venous blood volume.
- These parameters hold potential as noninvasive monitors for blood volume tracking in pediatric surgery.
Background:
Scoliosis surgery is often associated with substantial blood loss, requiring fluid resuscitation and blood transfusions. In adults, dynamic preload indices have been shown to be more reliable for guiding fluid resuscitation, but these indices have not been useful in children undergoing surgery. The aim of this study was to introduce frequency-analyzed photoplethysmogram (PPG) and arterial pressure waveform variables and to study the ability of these parameters to detect early bleeding in children during surgery.
Methods:
We studied 20 children undergoing spinal fusion. Electrocardiogram, arterial pressure, finger pulse oximetry (finger PPG), and airway pressure waveforms were analyzed using time domain and frequency domain methods of analysis. Frequency domain analysis consisted of calculating the amplitude density of PPG and arterial pressure waveforms at the respiratory and cardiac frequencies using Fourier analysis. This generated 2 measurements: The first is related to slow mean arterial pressure modulation induced by ventilation (also known as DC modulation when referring to the PPG), and the second corresponds to pulse pressure modulation (AC modulation or changes in the amplitude of pulse oximeter plethysmograph when referring to the PPG). Both PPG and arterial pressure measurements were divided by their respective cardiac pulse amplitude to generate DC% and AC% (normalized values). Standard hemodynamic data were also recorded. Data at baseline and after bleeding (estimated blood loss about 9% of blood volume) were presented as median and interquartile range and compared using Wilcoxon signed-rank tests; a Bonferroni-corrected P value <0.05 was considered statistically significant.
Results:
There were significant increases in PPG DC% (median [interquartile range] = 359% [210 to 541], P = 0.002), PPG AC% (160% [87 to 251], P = 0.003), and arterial DC% (44% [19 to 84], P = 0.012) modulations, respectively, whereas arterial AC% modulations showed nonsignificant increase (41% [1 to 85], P = 0.12). The change in PPG DC% was significantly higher than that in PPG AC%, arterial DC%, arterial AC%, and systolic blood pressure with P values of 0.008, 0.002, 0.003, and 0.002, respectively. Only systolic blood pressure showed significant changes (11% [4 to 21], P = 0.003) between bleeding phase and baseline.
Conclusions:
Finger PPG and arterial waveform parameters (using frequency analysis) can track changes in blood volume during the bleeding phase, suggesting the potential for a noninvasive monitor for tracking changes in blood volume in pediatric patients. PPG waveform baseline modulation (PPG DC%) was more sensitive to changes in venous blood volume when compared with respiration-induced modulation seen in the arterial pressure waveform.
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