Cargando…
The Predictive Role of Modified Early Warning Score in 174 Hematological Patients at the Point of Transfer to the Intensive Care Unit
Introduction: The examination of vital signs and their changes during illness can alert physicians to possible impending deterioration and organ dysfunction. The Modified Early Warning Score (MEWS) is used worldwide as a track and trigger system that can help to identify patients at risk of critical...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8539931/ https://www.ncbi.nlm.nih.gov/pubmed/34682889 http://dx.doi.org/10.3390/jcm10204766 |
_version_ | 1784588865176076288 |
---|---|
author | Constantinescu, Catalin Pasca, Sergiu Iluta, Sabina Gafencu, Grigore Santa, Maria Jitaru, Ciprian Teodorescu, Patric Dima, Delia Zdrenghea, Mihnea Tomuleasa, Ciprian |
author_facet | Constantinescu, Catalin Pasca, Sergiu Iluta, Sabina Gafencu, Grigore Santa, Maria Jitaru, Ciprian Teodorescu, Patric Dima, Delia Zdrenghea, Mihnea Tomuleasa, Ciprian |
author_sort | Constantinescu, Catalin |
collection | PubMed |
description | Introduction: The examination of vital signs and their changes during illness can alert physicians to possible impending deterioration and organ dysfunction. The Modified Early Warning Score (MEWS) is used worldwide as a track and trigger system that can help to identify patients at risk of critical illness. Thus, the current study aimed to assess the ability of MEWS to predict the mortality of hematologic patients at the point of transfer from the ward to the intensive care unit (ICU). Materials and Methods: The present study was retrospective, longitudinal, and observational, conducted at an oncology hospital in the city of Cluj-Napoca, Romania. We included 174 patients with hematological disorders transferred from the ward to the ICU between the 1st of January 2018 and the 1st of May 2020. We assessed the MEWS at the moment of admission in these patients in the ICU. The accuracy of MEWS in predicting mortality was assessed via the area under the receiver operating characteristic curves (AUC), and sensitivity, specificity, and hazard ratio (HR) were calculated for different MEWS cutoffs. MEWS values considering the status at discharge and frequency of death by MEWS were also analyzed. Results: We calculated MEWS values considering the status at discharge (p < 0.0001), and we assessed the frequency of death by MEWS. We also calculated the hazard ratio (HR) of death depending on the selected MEWS cutoff. The best cutoff point was found to be ≥6, with an accuracy of 0.667, sensitivity of 0.675, specificity of 0.646, and AUC of 0.731. Patients with higher MEWS had a higher probability of mortality. Conclusion: The MEWS and cutoff points were determined on a sample of hematologic patients at the moment of admission to the ICU. The final aim is to encourage physicians to use these scores to improve awareness of organ failure to admit patients to the ICU sooner and limit overall morbidity and mortality. The presence of an ICU physician on ward rounds might help in reducing the timeframe of access to a high-dependency unit (HDU) or ICU. An extension of these scores outside hematologic patients or considering hematologic patients outside ICU must be further studied. |
format | Online Article Text |
id | pubmed-8539931 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85399312021-10-24 The Predictive Role of Modified Early Warning Score in 174 Hematological Patients at the Point of Transfer to the Intensive Care Unit Constantinescu, Catalin Pasca, Sergiu Iluta, Sabina Gafencu, Grigore Santa, Maria Jitaru, Ciprian Teodorescu, Patric Dima, Delia Zdrenghea, Mihnea Tomuleasa, Ciprian J Clin Med Article Introduction: The examination of vital signs and their changes during illness can alert physicians to possible impending deterioration and organ dysfunction. The Modified Early Warning Score (MEWS) is used worldwide as a track and trigger system that can help to identify patients at risk of critical illness. Thus, the current study aimed to assess the ability of MEWS to predict the mortality of hematologic patients at the point of transfer from the ward to the intensive care unit (ICU). Materials and Methods: The present study was retrospective, longitudinal, and observational, conducted at an oncology hospital in the city of Cluj-Napoca, Romania. We included 174 patients with hematological disorders transferred from the ward to the ICU between the 1st of January 2018 and the 1st of May 2020. We assessed the MEWS at the moment of admission in these patients in the ICU. The accuracy of MEWS in predicting mortality was assessed via the area under the receiver operating characteristic curves (AUC), and sensitivity, specificity, and hazard ratio (HR) were calculated for different MEWS cutoffs. MEWS values considering the status at discharge and frequency of death by MEWS were also analyzed. Results: We calculated MEWS values considering the status at discharge (p < 0.0001), and we assessed the frequency of death by MEWS. We also calculated the hazard ratio (HR) of death depending on the selected MEWS cutoff. The best cutoff point was found to be ≥6, with an accuracy of 0.667, sensitivity of 0.675, specificity of 0.646, and AUC of 0.731. Patients with higher MEWS had a higher probability of mortality. Conclusion: The MEWS and cutoff points were determined on a sample of hematologic patients at the moment of admission to the ICU. The final aim is to encourage physicians to use these scores to improve awareness of organ failure to admit patients to the ICU sooner and limit overall morbidity and mortality. The presence of an ICU physician on ward rounds might help in reducing the timeframe of access to a high-dependency unit (HDU) or ICU. An extension of these scores outside hematologic patients or considering hematologic patients outside ICU must be further studied. MDPI 2021-10-18 /pmc/articles/PMC8539931/ /pubmed/34682889 http://dx.doi.org/10.3390/jcm10204766 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Constantinescu, Catalin Pasca, Sergiu Iluta, Sabina Gafencu, Grigore Santa, Maria Jitaru, Ciprian Teodorescu, Patric Dima, Delia Zdrenghea, Mihnea Tomuleasa, Ciprian The Predictive Role of Modified Early Warning Score in 174 Hematological Patients at the Point of Transfer to the Intensive Care Unit |
title | The Predictive Role of Modified Early Warning Score in 174 Hematological Patients at the Point of Transfer to the Intensive Care Unit |
title_full | The Predictive Role of Modified Early Warning Score in 174 Hematological Patients at the Point of Transfer to the Intensive Care Unit |
title_fullStr | The Predictive Role of Modified Early Warning Score in 174 Hematological Patients at the Point of Transfer to the Intensive Care Unit |
title_full_unstemmed | The Predictive Role of Modified Early Warning Score in 174 Hematological Patients at the Point of Transfer to the Intensive Care Unit |
title_short | The Predictive Role of Modified Early Warning Score in 174 Hematological Patients at the Point of Transfer to the Intensive Care Unit |
title_sort | predictive role of modified early warning score in 174 hematological patients at the point of transfer to the intensive care unit |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8539931/ https://www.ncbi.nlm.nih.gov/pubmed/34682889 http://dx.doi.org/10.3390/jcm10204766 |
work_keys_str_mv | AT constantinescucatalin thepredictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT pascasergiu thepredictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT ilutasabina thepredictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT gafencugrigore thepredictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT santamaria thepredictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT jitaruciprian thepredictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT teodorescupatric thepredictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT dimadelia thepredictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT zdrengheamihnea thepredictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT tomuleasaciprian thepredictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT constantinescucatalin predictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT pascasergiu predictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT ilutasabina predictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT gafencugrigore predictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT santamaria predictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT jitaruciprian predictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT teodorescupatric predictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT dimadelia predictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT zdrengheamihnea predictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit AT tomuleasaciprian predictiveroleofmodifiedearlywarningscorein174hematologicalpatientsatthepointoftransfertotheintensivecareunit |