Smitesh Gutta, Wei Jun Dan Ong, Shanaz Matthew Sajeed, Belinda Zer Hui Chern, Monika Gulati Kansal, Faheem Ahmed Khan, Amit Kansal
{"title":"比较ROX指数与心率、血流率、PaO2/FiO2比值等改良指标对拔管后高流量鼻插管治疗患者预后的早期预测。","authors":"Smitesh Gutta, Wei Jun Dan Ong, Shanaz Matthew Sajeed, Belinda Zer Hui Chern, Monika Gulati Kansal, Faheem Ahmed Khan, Amit Kansal","doi":"10.1186/s40001-025-02402-z","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Incorporation of heart rate, flow rate, and PaO<sub>2</sub>/FIO<sub>2</sub> (PF) ratio to ROX index has been postulated to better predict high-flow nasal cannula (HFNC) usage outcomes in post-extubation setting. Therefore, we aimed to compare ROX index with new modified indices to predict HFNC outcomes in the post-extubation setting.</p><p><strong>Methods: </strong>This single-centre 6-year retrospective study included subjects initiated on HFNC post-extubation. The modified indices (ROX-HR, ROX-HR-Flow and POX-HR-Flow) incorporated HFNC flow rate, heart rate and substituted PF ratio for SF ratio. Evaluation was performed using AUROC and cut-offs assessed for prediction of HFNC outcomes.</p><p><strong>Results: </strong>Eighty-one subjects were initiated on HFNC post-extubation, of whom 67 patients (82.7%) had HFNC success. ROX-HR-Flow at 2 h post-HFNC initiation demonstrated the best prediction accuracy (AUROC 0.854, 95% CI 0.756-0.952). A ROX-HR-Flow > 12.25 at 2 h post-HFNC initiation was significantly associated with a lower risk of HFNC failure (Sensitivity 77.6% and Specificity 85.7%).</p><p><strong>Conclusions: </strong>Our proposed modified index at 2 h post-HFNC initiation (ROX-HR-Flow), may facilitate early and accurate prediction of HFNC outcomes compared to ROX index among subjects initiated on HFNC in the post-extubation setting.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":"30 1","pages":"166"},"PeriodicalIF":2.8000,"publicationDate":"2025-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11907874/pdf/","citationCount":"0","resultStr":"{\"title\":\"Comparison of ROX index with modified indices incorporating heart rate, flow rate, and PaO<sub>2</sub>/FiO<sub>2</sub> ratio for early prediction of outcomes among patients initiated on post-extubation high-flow nasal cannula therapy.\",\"authors\":\"Smitesh Gutta, Wei Jun Dan Ong, Shanaz Matthew Sajeed, Belinda Zer Hui Chern, Monika Gulati Kansal, Faheem Ahmed Khan, Amit Kansal\",\"doi\":\"10.1186/s40001-025-02402-z\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Incorporation of heart rate, flow rate, and PaO<sub>2</sub>/FIO<sub>2</sub> (PF) ratio to ROX index has been postulated to better predict high-flow nasal cannula (HFNC) usage outcomes in post-extubation setting. Therefore, we aimed to compare ROX index with new modified indices to predict HFNC outcomes in the post-extubation setting.</p><p><strong>Methods: </strong>This single-centre 6-year retrospective study included subjects initiated on HFNC post-extubation. The modified indices (ROX-HR, ROX-HR-Flow and POX-HR-Flow) incorporated HFNC flow rate, heart rate and substituted PF ratio for SF ratio. Evaluation was performed using AUROC and cut-offs assessed for prediction of HFNC outcomes.</p><p><strong>Results: </strong>Eighty-one subjects were initiated on HFNC post-extubation, of whom 67 patients (82.7%) had HFNC success. ROX-HR-Flow at 2 h post-HFNC initiation demonstrated the best prediction accuracy (AUROC 0.854, 95% CI 0.756-0.952). A ROX-HR-Flow > 12.25 at 2 h post-HFNC initiation was significantly associated with a lower risk of HFNC failure (Sensitivity 77.6% and Specificity 85.7%).</p><p><strong>Conclusions: </strong>Our proposed modified index at 2 h post-HFNC initiation (ROX-HR-Flow), may facilitate early and accurate prediction of HFNC outcomes compared to ROX index among subjects initiated on HFNC in the post-extubation setting.</p>\",\"PeriodicalId\":11949,\"journal\":{\"name\":\"European Journal of Medical Research\",\"volume\":\"30 1\",\"pages\":\"166\"},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2025-03-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11907874/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"European Journal of Medical Research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s40001-025-02402-z\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MEDICINE, RESEARCH & EXPERIMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Journal of Medical Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s40001-025-02402-z","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
Comparison of ROX index with modified indices incorporating heart rate, flow rate, and PaO2/FiO2 ratio for early prediction of outcomes among patients initiated on post-extubation high-flow nasal cannula therapy.
Background: Incorporation of heart rate, flow rate, and PaO2/FIO2 (PF) ratio to ROX index has been postulated to better predict high-flow nasal cannula (HFNC) usage outcomes in post-extubation setting. Therefore, we aimed to compare ROX index with new modified indices to predict HFNC outcomes in the post-extubation setting.
Methods: This single-centre 6-year retrospective study included subjects initiated on HFNC post-extubation. The modified indices (ROX-HR, ROX-HR-Flow and POX-HR-Flow) incorporated HFNC flow rate, heart rate and substituted PF ratio for SF ratio. Evaluation was performed using AUROC and cut-offs assessed for prediction of HFNC outcomes.
Results: Eighty-one subjects were initiated on HFNC post-extubation, of whom 67 patients (82.7%) had HFNC success. ROX-HR-Flow at 2 h post-HFNC initiation demonstrated the best prediction accuracy (AUROC 0.854, 95% CI 0.756-0.952). A ROX-HR-Flow > 12.25 at 2 h post-HFNC initiation was significantly associated with a lower risk of HFNC failure (Sensitivity 77.6% and Specificity 85.7%).
Conclusions: Our proposed modified index at 2 h post-HFNC initiation (ROX-HR-Flow), may facilitate early and accurate prediction of HFNC outcomes compared to ROX index among subjects initiated on HFNC in the post-extubation setting.
期刊介绍:
European Journal of Medical Research publishes translational and clinical research of international interest across all medical disciplines, enabling clinicians and other researchers to learn about developments and innovations within these disciplines and across the boundaries between disciplines. The journal publishes high quality research and reviews and aims to ensure that the results of all well-conducted research are published, regardless of their outcome.