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Using photoplethysmography data to estimate heart rate variability and its association with organ dysfunction in pediatric oncology patients
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 pat...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6550162/ https://www.ncbi.nlm.nih.gov/pubmed/31304311 http://dx.doi.org/10.1038/s41746-018-0038-0 |
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author | Mayampurath, Anoop Volchenboum, Samuel L Sanchez-Pinto, L. Nelson |
author_facet | Mayampurath, Anoop Volchenboum, Samuel L Sanchez-Pinto, L. Nelson |
author_sort | Mayampurath, Anoop |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-6550162 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-65501622019-07-12 Using photoplethysmography data to estimate heart rate variability and its association with organ dysfunction in pediatric oncology patients Mayampurath, Anoop Volchenboum, Samuel L Sanchez-Pinto, L. Nelson NPJ Digit Med Brief Communication 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. Nature Publishing Group UK 2018-07-25 /pmc/articles/PMC6550162/ /pubmed/31304311 http://dx.doi.org/10.1038/s41746-018-0038-0 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Brief Communication Mayampurath, Anoop Volchenboum, Samuel L Sanchez-Pinto, L. Nelson Using photoplethysmography data to estimate heart rate variability and its association with organ dysfunction in pediatric oncology patients |
title | Using photoplethysmography data to estimate heart rate variability and its association with organ dysfunction in pediatric oncology patients |
title_full | Using photoplethysmography data to estimate heart rate variability and its association with organ dysfunction in pediatric oncology patients |
title_fullStr | Using photoplethysmography data to estimate heart rate variability and its association with organ dysfunction in pediatric oncology patients |
title_full_unstemmed | Using photoplethysmography data to estimate heart rate variability and its association with organ dysfunction in pediatric oncology patients |
title_short | Using photoplethysmography data to estimate heart rate variability and its association with organ dysfunction in pediatric oncology patients |
title_sort | using photoplethysmography data to estimate heart rate variability and its association with organ dysfunction in pediatric oncology patients |
topic | Brief Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6550162/ https://www.ncbi.nlm.nih.gov/pubmed/31304311 http://dx.doi.org/10.1038/s41746-018-0038-0 |
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