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Cumulative lactate and hospital mortality in ICU patients
BACKGROUND: Both hyperlactatemia and persistence of hyperlactatemia have been associated with bad outcome. We compared lactate and lactate-derived variables in outcome prediction. METHODS: Retrospective observational study. Case records from 2,251 consecutive intensive care unit (ICU) patients admit...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3599274/ https://www.ncbi.nlm.nih.gov/pubmed/23446002 http://dx.doi.org/10.1186/2110-5820-3-6 |
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author | van Beest, Paul A Brander, Lukas Jansen, Sebastiaan PA Rommes, Johannes H Kuiper, Michaël A Spronk, Peter E |
author_facet | van Beest, Paul A Brander, Lukas Jansen, Sebastiaan PA Rommes, Johannes H Kuiper, Michaël A Spronk, Peter E |
author_sort | van Beest, Paul A |
collection | PubMed |
description | BACKGROUND: Both hyperlactatemia and persistence of hyperlactatemia have been associated with bad outcome. We compared lactate and lactate-derived variables in outcome prediction. METHODS: Retrospective observational study. Case records from 2,251 consecutive intensive care unit (ICU) patients admitted between 2001 and 2007 were analyzed. Baseline characteristics, all lactate measurements, and in-hospital mortality were recorded. The time integral of arterial blood lactate levels above the upper normal threshold of 2.2 mmol/L (lactate-time-integral), maximum lactate (max-lactate), and time-to-first-normalization were calculated. Survivors and nonsurvivors were compared and receiver operating characteristic (ROC) analysis were applied. RESULTS: A total of 20,755 lactate measurements were analyzed. Data are srpehown as median [interquartile range]. In nonsurvivors (n = 405) lactate-time-integral (192 [0–1881] min·mmol/L) and time-to-first normalization (44.0 [0–427] min) were higher than in hospital survivors (n = 1846; 0 [0–134] min·mmol/L and 0 [0–75] min, respectively; all p < 0.001). Normalization of lactate <6 hours after ICU admission revealed better survival compared with normalization of lactate >6 hours (mortality 16.6% vs. 24.4%; p < 0.001). AUC of ROC curves to predict in-hospital mortality was the largest for max-lactate, whereas it was not different among all other lactate derived variables (all p > 0.05). The area under the ROC curves for admission lactate and lactate-time-integral was not different (p = 0.36). CONCLUSIONS: Hyperlactatemia is associated with in-hospital mortality in a heterogeneous ICU population. In our patients, lactate peak values predicted in-hospital mortality equally well as lactate-time-integral of arterial blood lactate levels above the upper normal threshold. |
format | Online Article Text |
id | pubmed-3599274 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Springer |
record_format | MEDLINE/PubMed |
spelling | pubmed-35992742013-03-19 Cumulative lactate and hospital mortality in ICU patients van Beest, Paul A Brander, Lukas Jansen, Sebastiaan PA Rommes, Johannes H Kuiper, Michaël A Spronk, Peter E Ann Intensive Care Research BACKGROUND: Both hyperlactatemia and persistence of hyperlactatemia have been associated with bad outcome. We compared lactate and lactate-derived variables in outcome prediction. METHODS: Retrospective observational study. Case records from 2,251 consecutive intensive care unit (ICU) patients admitted between 2001 and 2007 were analyzed. Baseline characteristics, all lactate measurements, and in-hospital mortality were recorded. The time integral of arterial blood lactate levels above the upper normal threshold of 2.2 mmol/L (lactate-time-integral), maximum lactate (max-lactate), and time-to-first-normalization were calculated. Survivors and nonsurvivors were compared and receiver operating characteristic (ROC) analysis were applied. RESULTS: A total of 20,755 lactate measurements were analyzed. Data are srpehown as median [interquartile range]. In nonsurvivors (n = 405) lactate-time-integral (192 [0–1881] min·mmol/L) and time-to-first normalization (44.0 [0–427] min) were higher than in hospital survivors (n = 1846; 0 [0–134] min·mmol/L and 0 [0–75] min, respectively; all p < 0.001). Normalization of lactate <6 hours after ICU admission revealed better survival compared with normalization of lactate >6 hours (mortality 16.6% vs. 24.4%; p < 0.001). AUC of ROC curves to predict in-hospital mortality was the largest for max-lactate, whereas it was not different among all other lactate derived variables (all p > 0.05). The area under the ROC curves for admission lactate and lactate-time-integral was not different (p = 0.36). CONCLUSIONS: Hyperlactatemia is associated with in-hospital mortality in a heterogeneous ICU population. In our patients, lactate peak values predicted in-hospital mortality equally well as lactate-time-integral of arterial blood lactate levels above the upper normal threshold. Springer 2013-02-27 /pmc/articles/PMC3599274/ /pubmed/23446002 http://dx.doi.org/10.1186/2110-5820-3-6 Text en Copyright ©2013 van Beest et al; licensee Springer. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research van Beest, Paul A Brander, Lukas Jansen, Sebastiaan PA Rommes, Johannes H Kuiper, Michaël A Spronk, Peter E Cumulative lactate and hospital mortality in ICU patients |
title | Cumulative lactate and hospital mortality in ICU patients |
title_full | Cumulative lactate and hospital mortality in ICU patients |
title_fullStr | Cumulative lactate and hospital mortality in ICU patients |
title_full_unstemmed | Cumulative lactate and hospital mortality in ICU patients |
title_short | Cumulative lactate and hospital mortality in ICU patients |
title_sort | cumulative lactate and hospital mortality in icu patients |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3599274/ https://www.ncbi.nlm.nih.gov/pubmed/23446002 http://dx.doi.org/10.1186/2110-5820-3-6 |
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