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Clinical feasibility of an advanced neonatal epidermal multiparameter continuous monitoring technology in a large public maternity hospital in Nairobi, Kenya
Clinically feasible multiparameter continuous physiological monitoring technologies are needed for use in resource-constrained African healthcare facilities to allow for early detection of critical events and timely intervention for major morbidities in high-risk neonates. We conducted a prospective...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9271033/ https://www.ncbi.nlm.nih.gov/pubmed/35810244 http://dx.doi.org/10.1038/s41598-022-16051-3 |
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author | Ginsburg, Amy Sarah Zandi Nia, Sahar Chomba, Dorothy Parsimei, Millicent Dunsmuir, Dustin Waiyego, Mary Coleman, Jesse Ochieng, Roseline Zhou, Guohai Macharia, William M. Ansermino, J. Mark |
author_facet | Ginsburg, Amy Sarah Zandi Nia, Sahar Chomba, Dorothy Parsimei, Millicent Dunsmuir, Dustin Waiyego, Mary Coleman, Jesse Ochieng, Roseline Zhou, Guohai Macharia, William M. Ansermino, J. Mark |
author_sort | Ginsburg, Amy Sarah |
collection | PubMed |
description | Clinically feasible multiparameter continuous physiological monitoring technologies are needed for use in resource-constrained African healthcare facilities to allow for early detection of critical events and timely intervention for major morbidities in high-risk neonates. We conducted a prospective clinical feasibility study of a novel multiparameter continuous physiological monitoring technology in neonates at Pumwani Maternity Hospital in Nairobi, Kenya. To assess feasibility, we compared the performance of Sibel’s Advanced Neonatal Epidermal (ANNE) technology to reference technologies, including Masimo’s Rad-97 pulse CO-oximeter with capnography technology for heart rate (HR), respiratory rate (RR), and oxygen saturation (SpO(2)) measurements and Spengler’s Tempo Easy non-contact infrared thermometer for temperature measurements. We evaluated key performance criteria such as up-time, clinical event detection performance, and the agreement of measurements compared to those from the reference technologies in an uncontrolled, real-world setting. Between September 15 and December 15, 2020, we collected and analyzed 503 h of ANNE data from 109 enrolled neonates. ANNE’s up-time was 42 (11%) h more for HR, 77 (25%) h more for RR, and 6 (2%) h less for SpO(2) compared to the Rad-97. However, ANNE’s ratio of up-time to total attached time was less than Rad-97’s for HR (0.79 vs 0.86), RR (0.68 vs. 0.79), and SpO(2) (0.69 vs 0.86). ANNE demonstrated adequate performance in identifying high and low HR and RR and high temperature events; however, showed relatively poor performance for low SpO(2) events. The normalized spread of limits of agreement were 8.4% for HR and 52.2% for RR and the normalized root-mean-square deviation was 4.4% for SpO(2). Temperature agreement showed a spread of limits of agreement of 2.8 °C. The a priori-identified optimal limits were met for HR and temperature but not for RR or SpO(2). ANNE was clinically feasible for HR and temperature but not RR and SpO(2) as demonstrated by the technology’s up-time, clinical event detection performance, and the agreement of measurements compared to those from the reference technologies. |
format | Online Article Text |
id | pubmed-9271033 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-92710332022-07-11 Clinical feasibility of an advanced neonatal epidermal multiparameter continuous monitoring technology in a large public maternity hospital in Nairobi, Kenya Ginsburg, Amy Sarah Zandi Nia, Sahar Chomba, Dorothy Parsimei, Millicent Dunsmuir, Dustin Waiyego, Mary Coleman, Jesse Ochieng, Roseline Zhou, Guohai Macharia, William M. Ansermino, J. Mark Sci Rep Article Clinically feasible multiparameter continuous physiological monitoring technologies are needed for use in resource-constrained African healthcare facilities to allow for early detection of critical events and timely intervention for major morbidities in high-risk neonates. We conducted a prospective clinical feasibility study of a novel multiparameter continuous physiological monitoring technology in neonates at Pumwani Maternity Hospital in Nairobi, Kenya. To assess feasibility, we compared the performance of Sibel’s Advanced Neonatal Epidermal (ANNE) technology to reference technologies, including Masimo’s Rad-97 pulse CO-oximeter with capnography technology for heart rate (HR), respiratory rate (RR), and oxygen saturation (SpO(2)) measurements and Spengler’s Tempo Easy non-contact infrared thermometer for temperature measurements. We evaluated key performance criteria such as up-time, clinical event detection performance, and the agreement of measurements compared to those from the reference technologies in an uncontrolled, real-world setting. Between September 15 and December 15, 2020, we collected and analyzed 503 h of ANNE data from 109 enrolled neonates. ANNE’s up-time was 42 (11%) h more for HR, 77 (25%) h more for RR, and 6 (2%) h less for SpO(2) compared to the Rad-97. However, ANNE’s ratio of up-time to total attached time was less than Rad-97’s for HR (0.79 vs 0.86), RR (0.68 vs. 0.79), and SpO(2) (0.69 vs 0.86). ANNE demonstrated adequate performance in identifying high and low HR and RR and high temperature events; however, showed relatively poor performance for low SpO(2) events. The normalized spread of limits of agreement were 8.4% for HR and 52.2% for RR and the normalized root-mean-square deviation was 4.4% for SpO(2). Temperature agreement showed a spread of limits of agreement of 2.8 °C. The a priori-identified optimal limits were met for HR and temperature but not for RR or SpO(2). ANNE was clinically feasible for HR and temperature but not RR and SpO(2) as demonstrated by the technology’s up-time, clinical event detection performance, and the agreement of measurements compared to those from the reference technologies. Nature Publishing Group UK 2022-07-09 /pmc/articles/PMC9271033/ /pubmed/35810244 http://dx.doi.org/10.1038/s41598-022-16051-3 Text en © The Author(s) 2022, corrected publication 2022 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Ginsburg, Amy Sarah Zandi Nia, Sahar Chomba, Dorothy Parsimei, Millicent Dunsmuir, Dustin Waiyego, Mary Coleman, Jesse Ochieng, Roseline Zhou, Guohai Macharia, William M. Ansermino, J. Mark Clinical feasibility of an advanced neonatal epidermal multiparameter continuous monitoring technology in a large public maternity hospital in Nairobi, Kenya |
title | Clinical feasibility of an advanced neonatal epidermal multiparameter continuous monitoring technology in a large public maternity hospital in Nairobi, Kenya |
title_full | Clinical feasibility of an advanced neonatal epidermal multiparameter continuous monitoring technology in a large public maternity hospital in Nairobi, Kenya |
title_fullStr | Clinical feasibility of an advanced neonatal epidermal multiparameter continuous monitoring technology in a large public maternity hospital in Nairobi, Kenya |
title_full_unstemmed | Clinical feasibility of an advanced neonatal epidermal multiparameter continuous monitoring technology in a large public maternity hospital in Nairobi, Kenya |
title_short | Clinical feasibility of an advanced neonatal epidermal multiparameter continuous monitoring technology in a large public maternity hospital in Nairobi, Kenya |
title_sort | clinical feasibility of an advanced neonatal epidermal multiparameter continuous monitoring technology in a large public maternity hospital in nairobi, kenya |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9271033/ https://www.ncbi.nlm.nih.gov/pubmed/35810244 http://dx.doi.org/10.1038/s41598-022-16051-3 |
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