Performance of Prognostication Scores for Mortality in Injured Patients in Rwanda

Introduction: While trauma prognostication and triage scores have been designed for use in lower-resourced healthcare settings specifically, the comparative clinical performance between trauma-specific and general triage scores for risk-stratifying injured patients in such settings is not well under...

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Main Authors: Oliver Y. Tang, Catalina González Marqués, Vincent Ndebwanimana, Chantal Uwamahoro, Doris Uwamahoro, Zachary W. Lipsman, Sonya Naganathan, Naz Karim, Menelas Nkeshimana, Adam C. Levine, Andrew Stephen, Adam R. Aluisio
Format: Article
Language:English
Published: eScholarship Publishing, University of California 2020-12-01
Series:Western Journal of Emergency Medicine
Online Access:https://escholarship.org/uc/item/05m062xz
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author Oliver Y. Tang
Catalina González Marqués
Vincent Ndebwanimana
Chantal Uwamahoro
Doris Uwamahoro
Zachary W. Lipsman
Sonya Naganathan
Naz Karim
Menelas Nkeshimana
Adam C. Levine
Andrew Stephen
Adam R. Aluisio
spellingShingle Oliver Y. Tang
Catalina González Marqués
Vincent Ndebwanimana
Chantal Uwamahoro
Doris Uwamahoro
Zachary W. Lipsman
Sonya Naganathan
Naz Karim
Menelas Nkeshimana
Adam C. Levine
Andrew Stephen
Adam R. Aluisio
Performance of Prognostication Scores for Mortality in Injured Patients in Rwanda
Western Journal of Emergency Medicine
author_facet Oliver Y. Tang
Catalina González Marqués
Vincent Ndebwanimana
Chantal Uwamahoro
Doris Uwamahoro
Zachary W. Lipsman
Sonya Naganathan
Naz Karim
Menelas Nkeshimana
Adam C. Levine
Andrew Stephen
Adam R. Aluisio
author_sort Oliver Y. Tang
title Performance of Prognostication Scores for Mortality in Injured Patients in Rwanda
title_short Performance of Prognostication Scores for Mortality in Injured Patients in Rwanda
title_full Performance of Prognostication Scores for Mortality in Injured Patients in Rwanda
title_fullStr Performance of Prognostication Scores for Mortality in Injured Patients in Rwanda
title_full_unstemmed Performance of Prognostication Scores for Mortality in Injured Patients in Rwanda
title_sort performance of prognostication scores for mortality in injured patients in rwanda
publisher eScholarship Publishing, University of California
series Western Journal of Emergency Medicine
issn 1936-9018
publishDate 2020-12-01
description Introduction: While trauma prognostication and triage scores have been designed for use in lower-resourced healthcare settings specifically, the comparative clinical performance between trauma-specific and general triage scores for risk-stratifying injured patients in such settings is not well understood. This study evaluated the Kampala Trauma Score (KTS), Revised Trauma Score (RTS), and Triage Early Warning Score (TEWS) for accuracy in predicting mortality among injured patients seeking emergency department (ED) care at the Centre Hospitalier Universitaire de Kigali (CHUK) in Rwanda. Methods: A retrospective, randomly sampled cohort of ED patients presenting with injury was accrued from August 2015–July 2016. Primary outcome was 14-day mortality and secondary outcome was overall facility-based mortality. We evaluated summary statistics of the cohort. Bootstrap regression models were used to compare areas under receiver operating curves (AUC) with associated 95% confidence intervals (CI). Results: Among 617 cases, the median age was 32 years and 73.5% were male. The most frequent mechanism of injury was road traffic incident (56.2%). Predominant anatomical regions of injury were craniofacial (39.3%) and lower extremities (38.7%), and the most common injury types were fracture (46.0%) and contusion (12.0%). Fourteen-day mortality was 2.6% and overall facility-based mortality was 3.4%. For 14-day mortality, TEWS had the highest accuracy (AUC = 0.88, 95% CI, 0.76–1.00), followed by RTS (AUC = 0.73, 95% CI, 0.55–0.92), and then KTS (AUC = 0.65, 95% CI, 0.47–0.84). Similarly, for facility-based mortality, TEWS (AUC = 0.89, 95% CI, 0.79–0.98) had greater accuracy than RTS (AUC = 0.76, 95% CI, 0.61–0.91) and KTS (AUC = 0.68, 95% CI, 0.53–0.83). On pairwise comparisons, RTS had greater prognostic accuracy than KTS for 14-day mortality (P = 0.011) and TEWS had greater accuracy than KTS for overall (P = 0.007) mortality. However, TEWS and RTS accuracy were not significantly different for 14-day mortality (P = 0.864) or facility-based mortality (P = 0.101). Conclusion: In this cohort of emergently injured patients in Rwanda, the TEWS demonstrated the greatest accuracy for predicting mortality outcomes, with no significant discriminatory benefit found in the use of the trauma-specific RTS or KTS instruments, suggesting that the TEWS is the most clinically useful approach in the setting studied and likely in other similar ED environments.
url https://escholarship.org/uc/item/05m062xz
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spelling doaj-d118ff57fea84a6ab8e02875bed986922021-03-16T19:07:08ZengeScholarship Publishing, University of CaliforniaWestern Journal of Emergency Medicine1936-90182020-12-0122210.5811/westjem.2020.10.48434wjem-22-435Performance of Prognostication Scores for Mortality in Injured Patients in RwandaOliver Y. Tang0Catalina González Marqués1Vincent Ndebwanimana2Chantal Uwamahoro3Doris Uwamahoro4Zachary W. Lipsman5Sonya Naganathan6Naz Karim7Menelas Nkeshimana8Adam C. Levine9Andrew Stephen10Adam R. Aluisio11Brown University Warren Alpert Medical School, Department, Providence, Rhode IslandBrown University Warren Alpert Medical School, Department of Emergency Medicine, Providence, Rhode IslandUniversity of Rwanda, Department of Anesthesia, Emergency Medicine, and Critical Care, Kigali, RwandaUniversity of Rwanda, Department of Anesthesia, Emergency Medicine, and Critical Care, Kigali, RwandaUniversity of Rwanda, Department of Anesthesia, Emergency Medicine, and Critical Care, Kigali, RwandaKaiser Permanente, GSAA, San Leandro & Fremont Medical Centers, San Leandro, CaliforniaBrown University Warren Alpert Medical School, Department of Emergency Medicine, Providence, Rhode IslandBrown University Warren Alpert Medical School, Department of Emergency Medicine, Providence, Rhode IslandUniversity of Rwanda, Department of Anesthesia, Emergency Medicine, and Critical Care, Kigali, RwandaBrown University Warren Alpert Medical School, Department of Emergency Medicine, Providence, Rhode IslandBrown University Warren Alpert Medical School, Department of Surgery, Providence, Rhode IslandBrown University Warren Alpert Medical School, Department of Emergency Medicine, Providence, Rhode IslandIntroduction: While trauma prognostication and triage scores have been designed for use in lower-resourced healthcare settings specifically, the comparative clinical performance between trauma-specific and general triage scores for risk-stratifying injured patients in such settings is not well understood. This study evaluated the Kampala Trauma Score (KTS), Revised Trauma Score (RTS), and Triage Early Warning Score (TEWS) for accuracy in predicting mortality among injured patients seeking emergency department (ED) care at the Centre Hospitalier Universitaire de Kigali (CHUK) in Rwanda. Methods: A retrospective, randomly sampled cohort of ED patients presenting with injury was accrued from August 2015–July 2016. Primary outcome was 14-day mortality and secondary outcome was overall facility-based mortality. We evaluated summary statistics of the cohort. Bootstrap regression models were used to compare areas under receiver operating curves (AUC) with associated 95% confidence intervals (CI). Results: Among 617 cases, the median age was 32 years and 73.5% were male. The most frequent mechanism of injury was road traffic incident (56.2%). Predominant anatomical regions of injury were craniofacial (39.3%) and lower extremities (38.7%), and the most common injury types were fracture (46.0%) and contusion (12.0%). Fourteen-day mortality was 2.6% and overall facility-based mortality was 3.4%. For 14-day mortality, TEWS had the highest accuracy (AUC = 0.88, 95% CI, 0.76–1.00), followed by RTS (AUC = 0.73, 95% CI, 0.55–0.92), and then KTS (AUC = 0.65, 95% CI, 0.47–0.84). Similarly, for facility-based mortality, TEWS (AUC = 0.89, 95% CI, 0.79–0.98) had greater accuracy than RTS (AUC = 0.76, 95% CI, 0.61–0.91) and KTS (AUC = 0.68, 95% CI, 0.53–0.83). On pairwise comparisons, RTS had greater prognostic accuracy than KTS for 14-day mortality (P = 0.011) and TEWS had greater accuracy than KTS for overall (P = 0.007) mortality. However, TEWS and RTS accuracy were not significantly different for 14-day mortality (P = 0.864) or facility-based mortality (P = 0.101). Conclusion: In this cohort of emergently injured patients in Rwanda, the TEWS demonstrated the greatest accuracy for predicting mortality outcomes, with no significant discriminatory benefit found in the use of the trauma-specific RTS or KTS instruments, suggesting that the TEWS is the most clinically useful approach in the setting studied and likely in other similar ED environments.https://escholarship.org/uc/item/05m062xz