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Performance of Early-Warning Scores in Predicting Mortality in an HIV-Infected Population with Sepsis in Uganda
BACKGROUND: Early-warning scores (EWS) have the potential to improve resource allocation and hasten care in sub-Saharan Africa (SSA). Despite the high prevalence of HIV infection in SSA, current EWS do not take into account HIV serostatus. METHODS: We conducted a retrospective study at Mbarara Regio...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5632238/ http://dx.doi.org/10.1093/ofid/ofx163.419 |
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author | Abdallah, Amir Hazard, Riley Moore, Christopher |
author_facet | Abdallah, Amir Hazard, Riley Moore, Christopher |
author_sort | Abdallah, Amir |
collection | PubMed |
description | BACKGROUND: Early-warning scores (EWS) have the potential to improve resource allocation and hasten care in sub-Saharan Africa (SSA). Despite the high prevalence of HIV infection in SSA, current EWS do not take into account HIV serostatus. METHODS: We conducted a retrospective study at Mbarara Regional Referral Hospital (MRRH) in Uganda to evaluate the performance of CRB-65, modified early-warning score (MEWS), quick sepsis-related organ failure assessment (qSOFA), rapid acute physiology score (RAPS), rapid emergency medicine score (REMS), South African triage scale (SATS), and shock index (SI) in predicting mortality among HIV-infected patients presenting with sepsis. We included patients admitted with sepsis to MRRH between January 2014 and December 2015 that had an HIV-positive serostatus and at least one valid heart rate, respiratory rate, systolic blood pressure, diastolic blood pressure, temperature, and oxygen saturation. Glasgow coma scale was imputed with the median. We used the area under the receiver operating curve (AUC) with tenfold cross-validation to assess the performance of each EWS. RESULTS: Of the 193 patients, the median (interquartile range) age was 34 (27, 42) years, 87 (45.0%) were female and 65 (44.6%) died. The AUC (95% confidence interval) was 0.53 (0.43, 0.62) for CRB65, 0.53 (0.44, 0.62) for MEWS, 0.57 (0.46, 0.68), for qSOFA, 0.60 (0.51, 0.69) for RAPS, 0.55 (0.46, 0.63) for REMS, 0.53 (0.45, 0.62) for SATS, and 0.54 (0.46, 0.63) for SI. CONCLUSION: The ability of EWS to predict mortality in an HIV-infected patient population with sepsis in Uganda was poor. EWS used in SSA should be derived from African patient populations and adjust for HIV serostatus. DISCLOSURES: All authors: No reported disclosures. |
format | Online Article Text |
id | pubmed-5632238 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-56322382017-10-12 Performance of Early-Warning Scores in Predicting Mortality in an HIV-Infected Population with Sepsis in Uganda Abdallah, Amir Hazard, Riley Moore, Christopher Open Forum Infect Dis Abstracts BACKGROUND: Early-warning scores (EWS) have the potential to improve resource allocation and hasten care in sub-Saharan Africa (SSA). Despite the high prevalence of HIV infection in SSA, current EWS do not take into account HIV serostatus. METHODS: We conducted a retrospective study at Mbarara Regional Referral Hospital (MRRH) in Uganda to evaluate the performance of CRB-65, modified early-warning score (MEWS), quick sepsis-related organ failure assessment (qSOFA), rapid acute physiology score (RAPS), rapid emergency medicine score (REMS), South African triage scale (SATS), and shock index (SI) in predicting mortality among HIV-infected patients presenting with sepsis. We included patients admitted with sepsis to MRRH between January 2014 and December 2015 that had an HIV-positive serostatus and at least one valid heart rate, respiratory rate, systolic blood pressure, diastolic blood pressure, temperature, and oxygen saturation. Glasgow coma scale was imputed with the median. We used the area under the receiver operating curve (AUC) with tenfold cross-validation to assess the performance of each EWS. RESULTS: Of the 193 patients, the median (interquartile range) age was 34 (27, 42) years, 87 (45.0%) were female and 65 (44.6%) died. The AUC (95% confidence interval) was 0.53 (0.43, 0.62) for CRB65, 0.53 (0.44, 0.62) for MEWS, 0.57 (0.46, 0.68), for qSOFA, 0.60 (0.51, 0.69) for RAPS, 0.55 (0.46, 0.63) for REMS, 0.53 (0.45, 0.62) for SATS, and 0.54 (0.46, 0.63) for SI. CONCLUSION: The ability of EWS to predict mortality in an HIV-infected patient population with sepsis in Uganda was poor. EWS used in SSA should be derived from African patient populations and adjust for HIV serostatus. DISCLOSURES: All authors: No reported disclosures. Oxford University Press 2017-10-04 /pmc/articles/PMC5632238/ http://dx.doi.org/10.1093/ofid/ofx163.419 Text en © The Author 2017. Published by Oxford University Press on behalf of Infectious Diseases Society of America. http://creativecommons.org/licenses/by-nc-nd/4.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Abstracts Abdallah, Amir Hazard, Riley Moore, Christopher Performance of Early-Warning Scores in Predicting Mortality in an HIV-Infected Population with Sepsis in Uganda |
title | Performance of Early-Warning Scores in Predicting Mortality in an HIV-Infected Population with Sepsis in Uganda |
title_full | Performance of Early-Warning Scores in Predicting Mortality in an HIV-Infected Population with Sepsis in Uganda |
title_fullStr | Performance of Early-Warning Scores in Predicting Mortality in an HIV-Infected Population with Sepsis in Uganda |
title_full_unstemmed | Performance of Early-Warning Scores in Predicting Mortality in an HIV-Infected Population with Sepsis in Uganda |
title_short | Performance of Early-Warning Scores in Predicting Mortality in an HIV-Infected Population with Sepsis in Uganda |
title_sort | performance of early-warning scores in predicting mortality in an hiv-infected population with sepsis in uganda |
topic | Abstracts |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5632238/ http://dx.doi.org/10.1093/ofid/ofx163.419 |
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