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Using photoplethysmography data to estimate heart rate variability and its association with organ dysfunction in
Anoop Mayampurath1,2, Samuel L Volchenboum1,2, L Nelson Sanchez-Pinto3,4
11Department of Pediatrics, The University of Chicago, Chicago, IL USA.
Insights
Integer pulse rate variability (PRVi) from photoplethysmography (PPG) may predict organ dysfunction in pediatric oncology patients. Lower PRVi is linked to worse outcomes, suggesting its potential as a real-time monitoring tool.
Area of Science:
- Biomedical Engineering
- Pediatric Oncology
- Critical Care Medicine
Background:
- Pediatric oncology patients face high risks of clinical deterioration and organ dysfunction.
- Heart rate variability (HRV) is a known indicator of organ dysfunction in intensive care unit (ICU) settings.
- Electrocardiography (ECG) is the traditional method for HRV measurement, but its availability can be limited.
Purpose of the Study:
- To assess the feasibility of using photoplethysmography (PPG)-derived integer pulse rate variability (PRVi) as a surrogate for HRV.
- To determine the association between PRVi and organ dysfunction in pediatric oncology patients on wards and in the ICU.
- To explore the potential of PPG-based PRVi as a widely accessible monitoring tool.
Main Methods:
- A cohort of 38 pediatric oncology patients was studied.
- Photoplethysmography (PPG) sensors were used to derive integer pulse rate variability (PRVi).
- Statistical analysis was performed to correlate daily median PRVi with pediatric organ dysfunction scores, adjusting for confounders.
Main Results:
- Reduced median daily PRVi was significantly associated with an increased score in two pediatric organ dysfunction measures (p < 0.001).
- This association remained significant after adjusting for potential confounding factors.
- The findings suggest PRVi can reflect the severity of organ dysfunction in this patient population.
Conclusions:
- Integer pulse rate variability (PRVi) derived from photoplethysmography (PPG) shows promise as a feasible and accessible real-time physiologic marker.
- PRVi is associated with organ dysfunction in pediatric oncology patients, indicating its potential for early detection of clinical deterioration.
- Further research is warranted to validate PRVi as a standard monitoring tool in pediatric care.
Abstract:
Pediatric oncology patients are at high risk of developing clinical deterioration and organ dysfunction during their illness. Heart rate variability (HRV) measured using electrocardiography waveforms is associated with increased organ dysfunction and clinical deterioration in adult and pediatric patients in the intensive care unit (ICU). Here, we explore the feasibility of using photoplethysmography (PPG)-derived integer pulse rate variability (PRVi) to estimate HRV and determine its association with organ dysfunction in pediatric oncology patients in the ward and pediatric ICU. The advantage of using PPG sensor data over electrocardiography is its higher availability in most healthcare settings and in wearable technology. In a cohort of 38 patients, reduced median daily PRVi was significantly associated with increase in two pediatric organ dysfunction scores after adjusting for confounders (p < 0.001). PRVi shows promise as a real-time physiologic marker of clinical deterioration using highly-available PPG data, but further research is warranted.
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