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Comparison of ROX index (SpO(2)/FIO(2) ratio/respiratory rate) with a modified dynamic index incorporating PaO(2)/FIO(2) ratio and heart rate to predict high flow nasal cannula outcomes among patients with acute respiratory failure: a single centre retrospective study
BACKGROUND: High flow nasal cannula (HFNC) is increasingly being used to support patients with acute respiratory failure (ARF) and to avoid need for intubation. However, almost one third of the patients do not respond and require escalation of respiratory support. Previously, ROX index (SpO(2)/FIO(2...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9482300/ https://www.ncbi.nlm.nih.gov/pubmed/36114516 http://dx.doi.org/10.1186/s12890-022-02121-9 |
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author | Kansal, Amit Ong, Wei Jun Dan Dhanvijay, Shekhar Siosana, Arbe Tisha Pepito Padillo, Loraine Mae Tan, Chee Keat Gulati Kansal, Monika Khan, Faheem Ahmed |
author_facet | Kansal, Amit Ong, Wei Jun Dan Dhanvijay, Shekhar Siosana, Arbe Tisha Pepito Padillo, Loraine Mae Tan, Chee Keat Gulati Kansal, Monika Khan, Faheem Ahmed |
author_sort | Kansal, Amit |
collection | PubMed |
description | BACKGROUND: High flow nasal cannula (HFNC) is increasingly being used to support patients with acute respiratory failure (ARF) and to avoid need for intubation. However, almost one third of the patients do not respond and require escalation of respiratory support. Previously, ROX index (SpO(2)/FIO(2) [SF] ratio/respiratory rate) has been validated among pneumonia patients to facilitate early recognition of patients likely to fail HFNC and therefore, benefit from timely interventions. However, it has been postulated that incorporation of PaO(2)/FIO(2) (PF) ratio from arterial blood gas (ABG) analysis may better predict the outcome of HFNC compared to indices that utilizes SF ratio. Similarly, heart rate increase after HFNC therapy initiation has been found to be associated with HFNC failure. Therefore, we aimed to compare ROX index with a new modified index to predict HFNC outcomes among ARF patients. MATERIALS AND METHODS: This single centre 2-year retrospective study included ARF patients of varying etiologies treated with HFNC. The modified index incorporated heart rate and substituted PF ratio for SF ratio in addition to respiratory rate. We named the index POX-HR and calculated Delta POX-HR index as the difference pre- and post-HFNC initiation POX-HR. We also recorded ROX index at the time when post-HFNC initiation ABG was done (‘post-HFNC initiation ROX’) and calculated Delta ROX. HFNC success was defined as no need of escalation of respiratory support or discharged to ward within 48 h of HFNC initiation, or successful wean off HFNC for at least 12 h. Evaluation was performed using area under the receiver operating characteristic curve (AUROC) and cut-offs assessed for prediction of HFNC outcomes. RESULTS: One hundred eleven patients were initiated on HFNC for ARF, of whom 72 patients (64.9%) had HFNC success. Patients with HFNC failure had significantly lower values for all the indices. At median of 3.33 h (IQR 1.48–7.24 h), Delta POX-HR demonstrated the best prediction accuracy (AUROC 0.813, 95% CI 0.726–0.900). A Delta POX-HR > 0.1 was significantly associated with a lower risk of HFNC failure. CONCLUSIONS: Our proposed modified dynamic index (Delta POX-HR) may facilitate early and accurate prediction of HFNC outcomes compared to ROX index among ARF patients of varied etiologies. |
format | Online Article Text |
id | pubmed-9482300 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-94823002022-09-18 Comparison of ROX index (SpO(2)/FIO(2) ratio/respiratory rate) with a modified dynamic index incorporating PaO(2)/FIO(2) ratio and heart rate to predict high flow nasal cannula outcomes among patients with acute respiratory failure: a single centre retrospective study Kansal, Amit Ong, Wei Jun Dan Dhanvijay, Shekhar Siosana, Arbe Tisha Pepito Padillo, Loraine Mae Tan, Chee Keat Gulati Kansal, Monika Khan, Faheem Ahmed BMC Pulm Med Research BACKGROUND: High flow nasal cannula (HFNC) is increasingly being used to support patients with acute respiratory failure (ARF) and to avoid need for intubation. However, almost one third of the patients do not respond and require escalation of respiratory support. Previously, ROX index (SpO(2)/FIO(2) [SF] ratio/respiratory rate) has been validated among pneumonia patients to facilitate early recognition of patients likely to fail HFNC and therefore, benefit from timely interventions. However, it has been postulated that incorporation of PaO(2)/FIO(2) (PF) ratio from arterial blood gas (ABG) analysis may better predict the outcome of HFNC compared to indices that utilizes SF ratio. Similarly, heart rate increase after HFNC therapy initiation has been found to be associated with HFNC failure. Therefore, we aimed to compare ROX index with a new modified index to predict HFNC outcomes among ARF patients. MATERIALS AND METHODS: This single centre 2-year retrospective study included ARF patients of varying etiologies treated with HFNC. The modified index incorporated heart rate and substituted PF ratio for SF ratio in addition to respiratory rate. We named the index POX-HR and calculated Delta POX-HR index as the difference pre- and post-HFNC initiation POX-HR. We also recorded ROX index at the time when post-HFNC initiation ABG was done (‘post-HFNC initiation ROX’) and calculated Delta ROX. HFNC success was defined as no need of escalation of respiratory support or discharged to ward within 48 h of HFNC initiation, or successful wean off HFNC for at least 12 h. Evaluation was performed using area under the receiver operating characteristic curve (AUROC) and cut-offs assessed for prediction of HFNC outcomes. RESULTS: One hundred eleven patients were initiated on HFNC for ARF, of whom 72 patients (64.9%) had HFNC success. Patients with HFNC failure had significantly lower values for all the indices. At median of 3.33 h (IQR 1.48–7.24 h), Delta POX-HR demonstrated the best prediction accuracy (AUROC 0.813, 95% CI 0.726–0.900). A Delta POX-HR > 0.1 was significantly associated with a lower risk of HFNC failure. CONCLUSIONS: Our proposed modified dynamic index (Delta POX-HR) may facilitate early and accurate prediction of HFNC outcomes compared to ROX index among ARF patients of varied etiologies. BioMed Central 2022-09-16 /pmc/articles/PMC9482300/ /pubmed/36114516 http://dx.doi.org/10.1186/s12890-022-02121-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://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 Kansal, Amit Ong, Wei Jun Dan Dhanvijay, Shekhar Siosana, Arbe Tisha Pepito Padillo, Loraine Mae Tan, Chee Keat Gulati Kansal, Monika Khan, Faheem Ahmed Comparison of ROX index (SpO(2)/FIO(2) ratio/respiratory rate) with a modified dynamic index incorporating PaO(2)/FIO(2) ratio and heart rate to predict high flow nasal cannula outcomes among patients with acute respiratory failure: a single centre retrospective study |
title | Comparison of ROX index (SpO(2)/FIO(2) ratio/respiratory rate) with a modified dynamic index incorporating PaO(2)/FIO(2) ratio and heart rate to predict high flow nasal cannula outcomes among patients with acute respiratory failure: a single centre retrospective study |
title_full | Comparison of ROX index (SpO(2)/FIO(2) ratio/respiratory rate) with a modified dynamic index incorporating PaO(2)/FIO(2) ratio and heart rate to predict high flow nasal cannula outcomes among patients with acute respiratory failure: a single centre retrospective study |
title_fullStr | Comparison of ROX index (SpO(2)/FIO(2) ratio/respiratory rate) with a modified dynamic index incorporating PaO(2)/FIO(2) ratio and heart rate to predict high flow nasal cannula outcomes among patients with acute respiratory failure: a single centre retrospective study |
title_full_unstemmed | Comparison of ROX index (SpO(2)/FIO(2) ratio/respiratory rate) with a modified dynamic index incorporating PaO(2)/FIO(2) ratio and heart rate to predict high flow nasal cannula outcomes among patients with acute respiratory failure: a single centre retrospective study |
title_short | Comparison of ROX index (SpO(2)/FIO(2) ratio/respiratory rate) with a modified dynamic index incorporating PaO(2)/FIO(2) ratio and heart rate to predict high flow nasal cannula outcomes among patients with acute respiratory failure: a single centre retrospective study |
title_sort | comparison of rox index (spo(2)/fio(2) ratio/respiratory rate) with a modified dynamic index incorporating pao(2)/fio(2) ratio and heart rate to predict high flow nasal cannula outcomes among patients with acute respiratory failure: a single centre retrospective study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9482300/ https://www.ncbi.nlm.nih.gov/pubmed/36114516 http://dx.doi.org/10.1186/s12890-022-02121-9 |
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