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Patients with Acute Myeloid Leukemia Admitted to Intensive Care Units: Outcome Analysis and Risk Prediction
BACKGROUND: This retrospective, multicenter study aimed to reveal risk predictors for mortality in the intensive care unit (ICU) as well as survival after ICU discharge in patients with acute myeloid leukemia (AML) requiring treatment in the ICU. METHODS AND RESULTS: Multivariate analysis of data fo...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5004890/ https://www.ncbi.nlm.nih.gov/pubmed/27575819 http://dx.doi.org/10.1371/journal.pone.0160871 |
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author | Pohlen, Michele Thoennissen, Nils H. Braess, Jan Thudium, Johannes Schmid, Christoph Kochanek, Matthias Kreuzer, Karl-Anton Lebiedz, Pia Görlich, Dennis Gerth, Hans U. Rohde, Christian Kessler, Torsten Müller-Tidow, Carsten Stelljes, Matthias Büchner, Thomas Schlimok, Günter Hallek, Michael Waltenberger, Johannes Hiddemann, Wolfgang Berdel, Wolfgang E. Heilmeier, Bernhard Krug, Utz |
author_facet | Pohlen, Michele Thoennissen, Nils H. Braess, Jan Thudium, Johannes Schmid, Christoph Kochanek, Matthias Kreuzer, Karl-Anton Lebiedz, Pia Görlich, Dennis Gerth, Hans U. Rohde, Christian Kessler, Torsten Müller-Tidow, Carsten Stelljes, Matthias Büchner, Thomas Schlimok, Günter Hallek, Michael Waltenberger, Johannes Hiddemann, Wolfgang Berdel, Wolfgang E. Heilmeier, Bernhard Krug, Utz |
author_sort | Pohlen, Michele |
collection | PubMed |
description | BACKGROUND: This retrospective, multicenter study aimed to reveal risk predictors for mortality in the intensive care unit (ICU) as well as survival after ICU discharge in patients with acute myeloid leukemia (AML) requiring treatment in the ICU. METHODS AND RESULTS: Multivariate analysis of data for 187 adults with AML treated in the ICU in one institution revealed the following as independent prognostic factors for death in the ICU: arterial oxygen partial pressure below 72 mmHg, active AML and systemic inflammatory response syndrome upon ICU admission, and need for hemodialysis and mechanical ventilation in the ICU. Based on these variables, we developed an ICU mortality score and validated the score in an independent cohort of 264 patients treated in the ICU in three additional tertiary hospitals. Compared with the Simplified Acute Physiology Score (SAPS) II, the Logistic Organ Dysfunction (LOD) score, and the Sequential Organ Failure Assessment (SOFA) score, our score yielded a better prediction of ICU mortality in the receiver operator characteristics (ROC) analysis (AUC = 0.913 vs. AUC = 0.710 [SAPS II], AUC = 0.708 [LOD], and 0.770 [SOFA] in the training cohort; AUC = 0.841 for the developed score vs. AUC = 0.730 [SAPSII], AUC = 0.773 [LOD], and 0.783 [SOFA] in the validation cohort). Factors predicting decreased survival after ICU discharge were as follows: relapse or refractory disease, previous allogeneic stem cell transplantation, time between hospital admission and ICU admission, time spent in ICU, impaired diuresis, Glasgow Coma Scale <8 and hematocrit of ≥25% at ICU admission. Based on these factors, an ICU survival score was created and used for risk stratification into three risk groups. This stratification discriminated distinct survival rates after ICU discharge. CONCLUSIONS: Our data emphasize that although individual risks differ widely depending on the patient and disease status, a substantial portion of critically ill patients with AML benefit from intensive care. |
format | Online Article Text |
id | pubmed-5004890 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-50048902016-09-12 Patients with Acute Myeloid Leukemia Admitted to Intensive Care Units: Outcome Analysis and Risk Prediction Pohlen, Michele Thoennissen, Nils H. Braess, Jan Thudium, Johannes Schmid, Christoph Kochanek, Matthias Kreuzer, Karl-Anton Lebiedz, Pia Görlich, Dennis Gerth, Hans U. Rohde, Christian Kessler, Torsten Müller-Tidow, Carsten Stelljes, Matthias Büchner, Thomas Schlimok, Günter Hallek, Michael Waltenberger, Johannes Hiddemann, Wolfgang Berdel, Wolfgang E. Heilmeier, Bernhard Krug, Utz PLoS One Research Article BACKGROUND: This retrospective, multicenter study aimed to reveal risk predictors for mortality in the intensive care unit (ICU) as well as survival after ICU discharge in patients with acute myeloid leukemia (AML) requiring treatment in the ICU. METHODS AND RESULTS: Multivariate analysis of data for 187 adults with AML treated in the ICU in one institution revealed the following as independent prognostic factors for death in the ICU: arterial oxygen partial pressure below 72 mmHg, active AML and systemic inflammatory response syndrome upon ICU admission, and need for hemodialysis and mechanical ventilation in the ICU. Based on these variables, we developed an ICU mortality score and validated the score in an independent cohort of 264 patients treated in the ICU in three additional tertiary hospitals. Compared with the Simplified Acute Physiology Score (SAPS) II, the Logistic Organ Dysfunction (LOD) score, and the Sequential Organ Failure Assessment (SOFA) score, our score yielded a better prediction of ICU mortality in the receiver operator characteristics (ROC) analysis (AUC = 0.913 vs. AUC = 0.710 [SAPS II], AUC = 0.708 [LOD], and 0.770 [SOFA] in the training cohort; AUC = 0.841 for the developed score vs. AUC = 0.730 [SAPSII], AUC = 0.773 [LOD], and 0.783 [SOFA] in the validation cohort). Factors predicting decreased survival after ICU discharge were as follows: relapse or refractory disease, previous allogeneic stem cell transplantation, time between hospital admission and ICU admission, time spent in ICU, impaired diuresis, Glasgow Coma Scale <8 and hematocrit of ≥25% at ICU admission. Based on these factors, an ICU survival score was created and used for risk stratification into three risk groups. This stratification discriminated distinct survival rates after ICU discharge. CONCLUSIONS: Our data emphasize that although individual risks differ widely depending on the patient and disease status, a substantial portion of critically ill patients with AML benefit from intensive care. Public Library of Science 2016-08-30 /pmc/articles/PMC5004890/ /pubmed/27575819 http://dx.doi.org/10.1371/journal.pone.0160871 Text en © 2016 Pohlen et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Pohlen, Michele Thoennissen, Nils H. Braess, Jan Thudium, Johannes Schmid, Christoph Kochanek, Matthias Kreuzer, Karl-Anton Lebiedz, Pia Görlich, Dennis Gerth, Hans U. Rohde, Christian Kessler, Torsten Müller-Tidow, Carsten Stelljes, Matthias Büchner, Thomas Schlimok, Günter Hallek, Michael Waltenberger, Johannes Hiddemann, Wolfgang Berdel, Wolfgang E. Heilmeier, Bernhard Krug, Utz Patients with Acute Myeloid Leukemia Admitted to Intensive Care Units: Outcome Analysis and Risk Prediction |
title | Patients with Acute Myeloid Leukemia Admitted to Intensive Care Units: Outcome Analysis and Risk Prediction |
title_full | Patients with Acute Myeloid Leukemia Admitted to Intensive Care Units: Outcome Analysis and Risk Prediction |
title_fullStr | Patients with Acute Myeloid Leukemia Admitted to Intensive Care Units: Outcome Analysis and Risk Prediction |
title_full_unstemmed | Patients with Acute Myeloid Leukemia Admitted to Intensive Care Units: Outcome Analysis and Risk Prediction |
title_short | Patients with Acute Myeloid Leukemia Admitted to Intensive Care Units: Outcome Analysis and Risk Prediction |
title_sort | patients with acute myeloid leukemia admitted to intensive care units: outcome analysis and risk prediction |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5004890/ https://www.ncbi.nlm.nih.gov/pubmed/27575819 http://dx.doi.org/10.1371/journal.pone.0160871 |
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