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Early prediction of high flow nasal cannula therapy outcomes using a modified ROX index incorporating heart rate
BACKGROUND: The ROX index (ratio of pulse oximetry/FIO(2) to respiratory rate) has been validated to predict high flow nasal cannula therapy (HFNC) outcomes in patients with pneumonia. We evaluated a modified ROX index incorporating heart rate (HR) in patients initiated on HFNC for acute hypoxemic r...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7310118/ https://www.ncbi.nlm.nih.gov/pubmed/32587703 http://dx.doi.org/10.1186/s40560-020-00458-z |
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author | Goh, Ken Junyang Chai, Hui Zhong Ong, Thun How Sewa, Duu Wen Phua, Ghee Chee Tan, Qiao Li |
author_facet | Goh, Ken Junyang Chai, Hui Zhong Ong, Thun How Sewa, Duu Wen Phua, Ghee Chee Tan, Qiao Li |
author_sort | Goh, Ken Junyang |
collection | PubMed |
description | BACKGROUND: The ROX index (ratio of pulse oximetry/FIO(2) to respiratory rate) has been validated to predict high flow nasal cannula therapy (HFNC) outcomes in patients with pneumonia. We evaluated a modified ROX index incorporating heart rate (HR) in patients initiated on HFNC for acute hypoxemic respiratory failure and as a preventative treatment following planned extubation. METHODS: We performed a prospective observational cohort study of 145 patients treated with HFNC. ROX-HR index was defined as the ratio of ROX index over HR (beats/min), multiplied by a factor of 100. Evaluation was performed using area under the receiving operating characteristic curve (AUROC) and cutoffs assessed for prediction of HFNC failure: defined as the need for mechanical ventilation. RESULTS: Ninety-nine (68.3%) and 46 (31.7%) patients were initiated on HFNC for acute hypoxemic respiratory failure and following a planned extubation, respectively. The majority (86.9%) of patients had pneumonia as a primary diagnosis, and 85 (56.6%) patients were immunocompromised. Sixty-one (42.1%) patients required intubation (HFNC failure). Amongst patients on HFNC for acute respiratory failure, HFNC failure was associated with a lower ROX and ROX-HR index recorded at time points between 1 and 48 h. Within the first 12 h, both indices performed with the highest AUROC at 10 h as follows: 0.723 (95% CI 0.605–0.840) and 0.739 (95% CI 0.626–0.853) for the ROX and ROX-HR index respectively. A ROX-HR index of > 6.80 was significantly associated with a lower risk of HFNC failure (hazard ratio 0.301 (95% CI 0.143–0.663)) at 10 h. This association was also observed at 2, 6, 18, and 24h, even with correction for potential confounding factors. For HFNC initiated post-extubation, only the ROX-HR index remained significantly associated with HFNC failure at all recorded time points between 1 and 24 h. A ROX-HR > 8.00 at 10 h was significantly associated with a lower risk of HFNC failure (hazard ratio 0.176 (95% CI 0.051–0.604)). CONCLUSION: While validation studies are required, the ROX-HR index appears to be a promising tool for early identification of treatment failure in patients initiated on HFNC for acute hypoxemic respiratory failure or as a preventative treatment after a planned extubation. |
format | Online Article Text |
id | pubmed-7310118 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-73101182020-06-24 Early prediction of high flow nasal cannula therapy outcomes using a modified ROX index incorporating heart rate Goh, Ken Junyang Chai, Hui Zhong Ong, Thun How Sewa, Duu Wen Phua, Ghee Chee Tan, Qiao Li J Intensive Care Research BACKGROUND: The ROX index (ratio of pulse oximetry/FIO(2) to respiratory rate) has been validated to predict high flow nasal cannula therapy (HFNC) outcomes in patients with pneumonia. We evaluated a modified ROX index incorporating heart rate (HR) in patients initiated on HFNC for acute hypoxemic respiratory failure and as a preventative treatment following planned extubation. METHODS: We performed a prospective observational cohort study of 145 patients treated with HFNC. ROX-HR index was defined as the ratio of ROX index over HR (beats/min), multiplied by a factor of 100. Evaluation was performed using area under the receiving operating characteristic curve (AUROC) and cutoffs assessed for prediction of HFNC failure: defined as the need for mechanical ventilation. RESULTS: Ninety-nine (68.3%) and 46 (31.7%) patients were initiated on HFNC for acute hypoxemic respiratory failure and following a planned extubation, respectively. The majority (86.9%) of patients had pneumonia as a primary diagnosis, and 85 (56.6%) patients were immunocompromised. Sixty-one (42.1%) patients required intubation (HFNC failure). Amongst patients on HFNC for acute respiratory failure, HFNC failure was associated with a lower ROX and ROX-HR index recorded at time points between 1 and 48 h. Within the first 12 h, both indices performed with the highest AUROC at 10 h as follows: 0.723 (95% CI 0.605–0.840) and 0.739 (95% CI 0.626–0.853) for the ROX and ROX-HR index respectively. A ROX-HR index of > 6.80 was significantly associated with a lower risk of HFNC failure (hazard ratio 0.301 (95% CI 0.143–0.663)) at 10 h. This association was also observed at 2, 6, 18, and 24h, even with correction for potential confounding factors. For HFNC initiated post-extubation, only the ROX-HR index remained significantly associated with HFNC failure at all recorded time points between 1 and 24 h. A ROX-HR > 8.00 at 10 h was significantly associated with a lower risk of HFNC failure (hazard ratio 0.176 (95% CI 0.051–0.604)). CONCLUSION: While validation studies are required, the ROX-HR index appears to be a promising tool for early identification of treatment failure in patients initiated on HFNC for acute hypoxemic respiratory failure or as a preventative treatment after a planned extubation. BioMed Central 2020-06-22 /pmc/articles/PMC7310118/ /pubmed/32587703 http://dx.doi.org/10.1186/s40560-020-00458-z Text en © The Author(s) 2020 Open AccessThis 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/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Goh, Ken Junyang Chai, Hui Zhong Ong, Thun How Sewa, Duu Wen Phua, Ghee Chee Tan, Qiao Li Early prediction of high flow nasal cannula therapy outcomes using a modified ROX index incorporating heart rate |
title | Early prediction of high flow nasal cannula therapy outcomes using a modified ROX index incorporating heart rate |
title_full | Early prediction of high flow nasal cannula therapy outcomes using a modified ROX index incorporating heart rate |
title_fullStr | Early prediction of high flow nasal cannula therapy outcomes using a modified ROX index incorporating heart rate |
title_full_unstemmed | Early prediction of high flow nasal cannula therapy outcomes using a modified ROX index incorporating heart rate |
title_short | Early prediction of high flow nasal cannula therapy outcomes using a modified ROX index incorporating heart rate |
title_sort | early prediction of high flow nasal cannula therapy outcomes using a modified rox index incorporating heart rate |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7310118/ https://www.ncbi.nlm.nih.gov/pubmed/32587703 http://dx.doi.org/10.1186/s40560-020-00458-z |
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