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Serum albumin and the short-term mortality in individuals with congestive heart failure in intensive care unit: an analysis of MIMIC

Decreased albumin levels are common in congestive heart failure (CHF), but little is known about its role in mortality risk in CHF. This study developed a cohort prediction model based on 7121 individuals with heart failure to evaluate the short-term mortality and prognostic role of albumin in patie...

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Autores principales: Chao, Peng, Cui, Xinyue, Wang, Shanshan, Zhang, Lei, Ma, Qingru, Zhang, Xueqin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9519563/
https://www.ncbi.nlm.nih.gov/pubmed/36171266
http://dx.doi.org/10.1038/s41598-022-20600-1
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author Chao, Peng
Cui, Xinyue
Wang, Shanshan
Zhang, Lei
Ma, Qingru
Zhang, Xueqin
author_facet Chao, Peng
Cui, Xinyue
Wang, Shanshan
Zhang, Lei
Ma, Qingru
Zhang, Xueqin
author_sort Chao, Peng
collection PubMed
description Decreased albumin levels are common in congestive heart failure (CHF), but little is known about its role in mortality risk in CHF. This study developed a cohort prediction model based on 7121 individuals with heart failure to evaluate the short-term mortality and prognostic role of albumin in patients with CHF. The cohort was from intensive care unit between 2001 and 2012 in a publicly available clinical database in intensive care called MIMIC III. We used a generalized additive model to determine the nonlinear correlation between serum albumin and 14th day, 28th day and 90th day all-cause mortality in patients with heart failure. The results showed that serum albumin is an independent risk factor for 14th, 28th and 90th day all-cause mortality, and has a linear relationship with all-cause mortality in congestive heart failure. Cox regression analysis using restricted cubic spline with albumin as continuous parameter showed that the decrease of albumin level is directly related to the increase of mortality (14th day mortality: hazard ratio [HR], 0.65 [95% CI, 0.58 to 0.73]); 28th day mortality: HR, 0.56 [95% CI, 0.51 to 0.63]; 90th day mortality: HR, 0.52 [95% CI, 0.47 to 0.57]; P for trend < 0.001). The multivariate adjusted association between albumin (as a continuous variable) and all-cause mortality on the 90th days is mixed by ARDS [HR, 0.64, 95% CI (0.47–0.87), P = 0.005]. The all-cause mortality on the 90th day predicted better clinical results with the all-cause mortality on the 14th day.
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spelling pubmed-95195632022-09-30 Serum albumin and the short-term mortality in individuals with congestive heart failure in intensive care unit: an analysis of MIMIC Chao, Peng Cui, Xinyue Wang, Shanshan Zhang, Lei Ma, Qingru Zhang, Xueqin Sci Rep Article Decreased albumin levels are common in congestive heart failure (CHF), but little is known about its role in mortality risk in CHF. This study developed a cohort prediction model based on 7121 individuals with heart failure to evaluate the short-term mortality and prognostic role of albumin in patients with CHF. The cohort was from intensive care unit between 2001 and 2012 in a publicly available clinical database in intensive care called MIMIC III. We used a generalized additive model to determine the nonlinear correlation between serum albumin and 14th day, 28th day and 90th day all-cause mortality in patients with heart failure. The results showed that serum albumin is an independent risk factor for 14th, 28th and 90th day all-cause mortality, and has a linear relationship with all-cause mortality in congestive heart failure. Cox regression analysis using restricted cubic spline with albumin as continuous parameter showed that the decrease of albumin level is directly related to the increase of mortality (14th day mortality: hazard ratio [HR], 0.65 [95% CI, 0.58 to 0.73]); 28th day mortality: HR, 0.56 [95% CI, 0.51 to 0.63]; 90th day mortality: HR, 0.52 [95% CI, 0.47 to 0.57]; P for trend < 0.001). The multivariate adjusted association between albumin (as a continuous variable) and all-cause mortality on the 90th days is mixed by ARDS [HR, 0.64, 95% CI (0.47–0.87), P = 0.005]. The all-cause mortality on the 90th day predicted better clinical results with the all-cause mortality on the 14th day. Nature Publishing Group UK 2022-09-28 /pmc/articles/PMC9519563/ /pubmed/36171266 http://dx.doi.org/10.1038/s41598-022-20600-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Chao, Peng
Cui, Xinyue
Wang, Shanshan
Zhang, Lei
Ma, Qingru
Zhang, Xueqin
Serum albumin and the short-term mortality in individuals with congestive heart failure in intensive care unit: an analysis of MIMIC
title Serum albumin and the short-term mortality in individuals with congestive heart failure in intensive care unit: an analysis of MIMIC
title_full Serum albumin and the short-term mortality in individuals with congestive heart failure in intensive care unit: an analysis of MIMIC
title_fullStr Serum albumin and the short-term mortality in individuals with congestive heart failure in intensive care unit: an analysis of MIMIC
title_full_unstemmed Serum albumin and the short-term mortality in individuals with congestive heart failure in intensive care unit: an analysis of MIMIC
title_short Serum albumin and the short-term mortality in individuals with congestive heart failure in intensive care unit: an analysis of MIMIC
title_sort serum albumin and the short-term mortality in individuals with congestive heart failure in intensive care unit: an analysis of mimic
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9519563/
https://www.ncbi.nlm.nih.gov/pubmed/36171266
http://dx.doi.org/10.1038/s41598-022-20600-1
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