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Relationship of Admission Serum Anion Gap and Prognosis of Critically Ill Patients: A Large Multicenter Cohort Study
BACKGROUND: There were controversies over the relationship between Anion gap (AG) and mortality in critically ill patients. Therefore, a large multicenter cohort study was conducted to evaluate the association of AG and mortality in large-scale intensive care units (ICUs) patients. METHODS: This ret...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9771639/ https://www.ncbi.nlm.nih.gov/pubmed/36569219 http://dx.doi.org/10.1155/2022/5926049 |
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author | Li, Ruohan Jin, Xuting Ren, Jiajia Deng, Guorong Li, Jiamei Gao, Ya Zhang, Jingjing Du, Linyun Liu, Jueheng Liu, Xiu Wang, Xiaochuang Wang, Gang |
author_facet | Li, Ruohan Jin, Xuting Ren, Jiajia Deng, Guorong Li, Jiamei Gao, Ya Zhang, Jingjing Du, Linyun Liu, Jueheng Liu, Xiu Wang, Xiaochuang Wang, Gang |
author_sort | Li, Ruohan |
collection | PubMed |
description | BACKGROUND: There were controversies over the relationship between Anion gap (AG) and mortality in critically ill patients. Therefore, a large multicenter cohort study was conducted to evaluate the association of AG and mortality in large-scale intensive care units (ICUs) patients. METHODS: This retrospective cohort study included adult ICU patients enrolled from eICU Collaborative Research Database. According to initial serum AG upon ICU admission, patients were divided into three groups: AG < 8 mmol/L, 8 ≤ AG ≤ 16 mmol/L, and AG > 16 mmol/L. Logistic regression models were built to investigate the association between serum AG and ICU and hospital mortalities. Serum AG was added into Acute Physiology and Chronic Health Evaluation (APACHE) IV score and the model discrimination was assessed by the area under the curve (AUC) of receiver operating characteristic curves. The relationship between serum AG and mortalities in patients with different acid-base status and serum lactate were also evaluated. An external validation was performed with the Critical care database comprising patients with infection at Zigong Fourth People's Hospital. RESULTS: A total of 8520 patients entered the final cohort. There are 42 patients with serum AG < 8 mmol/L, 3238 patients with 8 ≤ AG ≤ 16 mmol/L, and 5240 patients with AG > 16 mmol/L. Serum AG > 16 mmol/L is related with increased ICU mortality (odds ratio [OR], 1.530; 95% confidence interval [CI], 1.305–1.794) and hospital mortality (OR, 1.618; 95% CI, 1.415–1.849), compared with 8 ≤ AG ≤ 16 mmol/L. Adding Serum AG to APACHE IV score could statistically improve the prediction of ICU (0.770 [0.761–0.779] to 0.774 [0.765–0.783], P = 0.001) and hospital mortalities (0.756 [0.747–0.765] to 0.761 [0.751–0.770], P = 0.012). The associations between serum AG and mortalities remain robust in patients with different acid-base statuses and serum lactate. The findings are validated in the external cohort. CONCLUSIONS: Initial serum AG > 16 mmol/L after ICU admission is associated with increased mortality in critically ill patients. |
format | Online Article Text |
id | pubmed-9771639 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-97716392022-12-22 Relationship of Admission Serum Anion Gap and Prognosis of Critically Ill Patients: A Large Multicenter Cohort Study Li, Ruohan Jin, Xuting Ren, Jiajia Deng, Guorong Li, Jiamei Gao, Ya Zhang, Jingjing Du, Linyun Liu, Jueheng Liu, Xiu Wang, Xiaochuang Wang, Gang Dis Markers Research Article BACKGROUND: There were controversies over the relationship between Anion gap (AG) and mortality in critically ill patients. Therefore, a large multicenter cohort study was conducted to evaluate the association of AG and mortality in large-scale intensive care units (ICUs) patients. METHODS: This retrospective cohort study included adult ICU patients enrolled from eICU Collaborative Research Database. According to initial serum AG upon ICU admission, patients were divided into three groups: AG < 8 mmol/L, 8 ≤ AG ≤ 16 mmol/L, and AG > 16 mmol/L. Logistic regression models were built to investigate the association between serum AG and ICU and hospital mortalities. Serum AG was added into Acute Physiology and Chronic Health Evaluation (APACHE) IV score and the model discrimination was assessed by the area under the curve (AUC) of receiver operating characteristic curves. The relationship between serum AG and mortalities in patients with different acid-base status and serum lactate were also evaluated. An external validation was performed with the Critical care database comprising patients with infection at Zigong Fourth People's Hospital. RESULTS: A total of 8520 patients entered the final cohort. There are 42 patients with serum AG < 8 mmol/L, 3238 patients with 8 ≤ AG ≤ 16 mmol/L, and 5240 patients with AG > 16 mmol/L. Serum AG > 16 mmol/L is related with increased ICU mortality (odds ratio [OR], 1.530; 95% confidence interval [CI], 1.305–1.794) and hospital mortality (OR, 1.618; 95% CI, 1.415–1.849), compared with 8 ≤ AG ≤ 16 mmol/L. Adding Serum AG to APACHE IV score could statistically improve the prediction of ICU (0.770 [0.761–0.779] to 0.774 [0.765–0.783], P = 0.001) and hospital mortalities (0.756 [0.747–0.765] to 0.761 [0.751–0.770], P = 0.012). The associations between serum AG and mortalities remain robust in patients with different acid-base statuses and serum lactate. The findings are validated in the external cohort. CONCLUSIONS: Initial serum AG > 16 mmol/L after ICU admission is associated with increased mortality in critically ill patients. Hindawi 2022-12-14 /pmc/articles/PMC9771639/ /pubmed/36569219 http://dx.doi.org/10.1155/2022/5926049 Text en Copyright © 2022 Ruohan Li et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Li, Ruohan Jin, Xuting Ren, Jiajia Deng, Guorong Li, Jiamei Gao, Ya Zhang, Jingjing Du, Linyun Liu, Jueheng Liu, Xiu Wang, Xiaochuang Wang, Gang Relationship of Admission Serum Anion Gap and Prognosis of Critically Ill Patients: A Large Multicenter Cohort Study |
title | Relationship of Admission Serum Anion Gap and Prognosis of Critically Ill Patients: A Large Multicenter Cohort Study |
title_full | Relationship of Admission Serum Anion Gap and Prognosis of Critically Ill Patients: A Large Multicenter Cohort Study |
title_fullStr | Relationship of Admission Serum Anion Gap and Prognosis of Critically Ill Patients: A Large Multicenter Cohort Study |
title_full_unstemmed | Relationship of Admission Serum Anion Gap and Prognosis of Critically Ill Patients: A Large Multicenter Cohort Study |
title_short | Relationship of Admission Serum Anion Gap and Prognosis of Critically Ill Patients: A Large Multicenter Cohort Study |
title_sort | relationship of admission serum anion gap and prognosis of critically ill patients: a large multicenter cohort study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9771639/ https://www.ncbi.nlm.nih.gov/pubmed/36569219 http://dx.doi.org/10.1155/2022/5926049 |
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