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Relationship between blood glucose levels and length of hospital stay in patients with acute pancreatitis: An analysis of MIMIC‐III database
We aimed to investigate the effect of blood glucose levels on length of stay (LOS) in patients hospitalized with acute pancreatitis (AP). We retrospectively collected clinical data of patients diagnosed with AP from the Medical Information Mart for Intensive Care III (MIMIC‐III) database. Dose–respo...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9926064/ https://www.ncbi.nlm.nih.gov/pubmed/36350303 http://dx.doi.org/10.1111/cts.13445 |
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author | Wang, Dongyan Lu, Jie Zhang, Pan Hu, Zhengyu Shi, Yihai |
author_facet | Wang, Dongyan Lu, Jie Zhang, Pan Hu, Zhengyu Shi, Yihai |
author_sort | Wang, Dongyan |
collection | PubMed |
description | We aimed to investigate the effect of blood glucose levels on length of stay (LOS) in patients hospitalized with acute pancreatitis (AP). We retrospectively collected clinical data of patients diagnosed with AP from the Medical Information Mart for Intensive Care III (MIMIC‐III) database. Dose–response analysis curves of restricted cubic spline (RCS) function and multivariate logistic regression models were used to confirm the relationship between blood glucose levels and LOS. A total of 3656 patients with AP were included according to the inclusion and exclusion criteria. According to RCS, all patients were divided into three groups, namely the less than 68 mg/dl group, the 68‐104 mg/dl group, and the >104 mg/dl group. RCS showed a significant nonlinear correlation between blood glucose levels and LOS (p < 0.001). Multivariate logistic regression revealed a 53% higher risk of LOS greater than or equal to 2 days (adjusted odds ratio [aOR] = 1.53, 95% confidence interval [CI] 1.24–1.89, p < 0.001), a 114% higher risk of LOS greater than or equal to 5 days (aOR = 2.14, 95% CI 1.86–2.47, p < 0.001), and a 130% higher risk of LOS greater than or equal to 7 days (aOR = 2.30, 95% CI 1.97–2.69, p < 0.001) in patients with glucose levels greater than 104 mg/dl than patients with glucose levels 68–104 mg/dl. The risk of LOS greater than or equal to 7 days was higher in patients with blood glucose less than 68 mg/dl than patients with glucose levels 68–104 mg/dl (aOR = 1.45, 95% CI 1.02–2.05, p = 0.040). In addition, we observed similar results in many subgroups. Our findings suggest that either hyperglycemia or hypoglycemia increase LOS in patients hospitalized with AP. For hospitalized patients with AP, blood glucose control in a reasonable range of 68–104 mg/dl is required. |
format | Online Article Text |
id | pubmed-9926064 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99260642023-02-16 Relationship between blood glucose levels and length of hospital stay in patients with acute pancreatitis: An analysis of MIMIC‐III database Wang, Dongyan Lu, Jie Zhang, Pan Hu, Zhengyu Shi, Yihai Clin Transl Sci Research We aimed to investigate the effect of blood glucose levels on length of stay (LOS) in patients hospitalized with acute pancreatitis (AP). We retrospectively collected clinical data of patients diagnosed with AP from the Medical Information Mart for Intensive Care III (MIMIC‐III) database. Dose–response analysis curves of restricted cubic spline (RCS) function and multivariate logistic regression models were used to confirm the relationship between blood glucose levels and LOS. A total of 3656 patients with AP were included according to the inclusion and exclusion criteria. According to RCS, all patients were divided into three groups, namely the less than 68 mg/dl group, the 68‐104 mg/dl group, and the >104 mg/dl group. RCS showed a significant nonlinear correlation between blood glucose levels and LOS (p < 0.001). Multivariate logistic regression revealed a 53% higher risk of LOS greater than or equal to 2 days (adjusted odds ratio [aOR] = 1.53, 95% confidence interval [CI] 1.24–1.89, p < 0.001), a 114% higher risk of LOS greater than or equal to 5 days (aOR = 2.14, 95% CI 1.86–2.47, p < 0.001), and a 130% higher risk of LOS greater than or equal to 7 days (aOR = 2.30, 95% CI 1.97–2.69, p < 0.001) in patients with glucose levels greater than 104 mg/dl than patients with glucose levels 68–104 mg/dl. The risk of LOS greater than or equal to 7 days was higher in patients with blood glucose less than 68 mg/dl than patients with glucose levels 68–104 mg/dl (aOR = 1.45, 95% CI 1.02–2.05, p = 0.040). In addition, we observed similar results in many subgroups. Our findings suggest that either hyperglycemia or hypoglycemia increase LOS in patients hospitalized with AP. For hospitalized patients with AP, blood glucose control in a reasonable range of 68–104 mg/dl is required. John Wiley and Sons Inc. 2022-11-16 /pmc/articles/PMC9926064/ /pubmed/36350303 http://dx.doi.org/10.1111/cts.13445 Text en © 2022 The Authors. Clinical and Translational Science published by Wiley Periodicals LLC on behalf of American Society for Clinical Pharmacology and Therapeutics. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Research Wang, Dongyan Lu, Jie Zhang, Pan Hu, Zhengyu Shi, Yihai Relationship between blood glucose levels and length of hospital stay in patients with acute pancreatitis: An analysis of MIMIC‐III database |
title | Relationship between blood glucose levels and length of hospital stay in patients with acute pancreatitis: An analysis of MIMIC‐III database |
title_full | Relationship between blood glucose levels and length of hospital stay in patients with acute pancreatitis: An analysis of MIMIC‐III database |
title_fullStr | Relationship between blood glucose levels and length of hospital stay in patients with acute pancreatitis: An analysis of MIMIC‐III database |
title_full_unstemmed | Relationship between blood glucose levels and length of hospital stay in patients with acute pancreatitis: An analysis of MIMIC‐III database |
title_short | Relationship between blood glucose levels and length of hospital stay in patients with acute pancreatitis: An analysis of MIMIC‐III database |
title_sort | relationship between blood glucose levels and length of hospital stay in patients with acute pancreatitis: an analysis of mimic‐iii database |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9926064/ https://www.ncbi.nlm.nih.gov/pubmed/36350303 http://dx.doi.org/10.1111/cts.13445 |
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