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Prognostic Value of Serum Albumin Level in Critically Ill Patients: Observational Data From Large Intensive Care Unit Databases
BACKGROUND: Decreased serum albumin level (SAL) is associated with adverse clinical outcomes. We designed the present study to further assess the prognostic value of SAL in critically ill patients based on data from large intensive care unit (ICU) databases. METHODS: This retrospective cohort study...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9234460/ https://www.ncbi.nlm.nih.gov/pubmed/35769376 http://dx.doi.org/10.3389/fnut.2022.770674 |
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author | Jin, Xuting Li, Jiamei Sun, Lu Zhang, Jingjing Gao, Ya Li, Ruohan Ren, Jiajia Hou, Yanli Su, Dan Liu, Jiao Wang, Xiaochuang Chen, Dechang Wang, Gang Wiedermann, Christian J. |
author_facet | Jin, Xuting Li, Jiamei Sun, Lu Zhang, Jingjing Gao, Ya Li, Ruohan Ren, Jiajia Hou, Yanli Su, Dan Liu, Jiao Wang, Xiaochuang Chen, Dechang Wang, Gang Wiedermann, Christian J. |
author_sort | Jin, Xuting |
collection | PubMed |
description | BACKGROUND: Decreased serum albumin level (SAL) is associated with adverse clinical outcomes. We designed the present study to further assess the prognostic value of SAL in critically ill patients based on data from large intensive care unit (ICU) databases. METHODS: This retrospective cohort study recruited 18,353 patients from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. Restricted cubic splines (RCS) were performed to visualize the association of SAL at admission with ICU and hospital mortalities. The prognostic value of SAL was analyzed using logistic regression models and receiver operating characteristic (ROC) curves in overall patients and subgroups. RESULTS: Restricted cubic splines revealed rapid increasing risks in ICU and hospital mortalities when SAL declined to below 30 g/l. Patients with SAL <30 g/l (n = 6,069) had higher ICU (13.7% vs. 6.4%, p < 0.001) and hospital (23.9% vs. 10.7%, p < 0.001) mortalities than those with SAL ≥30 g/l. Multivariable logistic regression model revealed that SAL <30 g/l independently correlated with higher risks of both ICU (odds ratio [OR]: 1.20, 95% confidence interval [CI]: 1.07–1.36) and hospital (OR: 1.51, 95% CI: 1.37–1.66) mortalities. However, the association diminished in patients with cirrhosis (OR: 1.16, 95% CI: 0.91–1.49 for ICU mortality; OR: 1.21, 95% CI: 1.00–1.48 for hospital mortality). ROC curves revealed a poor performance of SAL in predicting mortalities, both in overall patients and in those with cirrhosis. CONCLUSIONS: Decreased SAL is associated with increased risk of mortality. However, it possesses low sensitivity and specificity for outcome prediction in critically ill patients, especially in those with cirrhosis. |
format | Online Article Text |
id | pubmed-9234460 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92344602022-06-28 Prognostic Value of Serum Albumin Level in Critically Ill Patients: Observational Data From Large Intensive Care Unit Databases Jin, Xuting Li, Jiamei Sun, Lu Zhang, Jingjing Gao, Ya Li, Ruohan Ren, Jiajia Hou, Yanli Su, Dan Liu, Jiao Wang, Xiaochuang Chen, Dechang Wang, Gang Wiedermann, Christian J. Front Nutr Nutrition BACKGROUND: Decreased serum albumin level (SAL) is associated with adverse clinical outcomes. We designed the present study to further assess the prognostic value of SAL in critically ill patients based on data from large intensive care unit (ICU) databases. METHODS: This retrospective cohort study recruited 18,353 patients from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. Restricted cubic splines (RCS) were performed to visualize the association of SAL at admission with ICU and hospital mortalities. The prognostic value of SAL was analyzed using logistic regression models and receiver operating characteristic (ROC) curves in overall patients and subgroups. RESULTS: Restricted cubic splines revealed rapid increasing risks in ICU and hospital mortalities when SAL declined to below 30 g/l. Patients with SAL <30 g/l (n = 6,069) had higher ICU (13.7% vs. 6.4%, p < 0.001) and hospital (23.9% vs. 10.7%, p < 0.001) mortalities than those with SAL ≥30 g/l. Multivariable logistic regression model revealed that SAL <30 g/l independently correlated with higher risks of both ICU (odds ratio [OR]: 1.20, 95% confidence interval [CI]: 1.07–1.36) and hospital (OR: 1.51, 95% CI: 1.37–1.66) mortalities. However, the association diminished in patients with cirrhosis (OR: 1.16, 95% CI: 0.91–1.49 for ICU mortality; OR: 1.21, 95% CI: 1.00–1.48 for hospital mortality). ROC curves revealed a poor performance of SAL in predicting mortalities, both in overall patients and in those with cirrhosis. CONCLUSIONS: Decreased SAL is associated with increased risk of mortality. However, it possesses low sensitivity and specificity for outcome prediction in critically ill patients, especially in those with cirrhosis. Frontiers Media S.A. 2022-06-13 /pmc/articles/PMC9234460/ /pubmed/35769376 http://dx.doi.org/10.3389/fnut.2022.770674 Text en Copyright © 2022 Jin, Li, Sun, Zhang, Gao, Li, Ren, Hou, Su, Liu, Wang, Chen, Wang and Wiedermann. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Nutrition Jin, Xuting Li, Jiamei Sun, Lu Zhang, Jingjing Gao, Ya Li, Ruohan Ren, Jiajia Hou, Yanli Su, Dan Liu, Jiao Wang, Xiaochuang Chen, Dechang Wang, Gang Wiedermann, Christian J. Prognostic Value of Serum Albumin Level in Critically Ill Patients: Observational Data From Large Intensive Care Unit Databases |
title | Prognostic Value of Serum Albumin Level in Critically Ill Patients: Observational Data From Large Intensive Care Unit Databases |
title_full | Prognostic Value of Serum Albumin Level in Critically Ill Patients: Observational Data From Large Intensive Care Unit Databases |
title_fullStr | Prognostic Value of Serum Albumin Level in Critically Ill Patients: Observational Data From Large Intensive Care Unit Databases |
title_full_unstemmed | Prognostic Value of Serum Albumin Level in Critically Ill Patients: Observational Data From Large Intensive Care Unit Databases |
title_short | Prognostic Value of Serum Albumin Level in Critically Ill Patients: Observational Data From Large Intensive Care Unit Databases |
title_sort | prognostic value of serum albumin level in critically ill patients: observational data from large intensive care unit databases |
topic | Nutrition |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9234460/ https://www.ncbi.nlm.nih.gov/pubmed/35769376 http://dx.doi.org/10.3389/fnut.2022.770674 |
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