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Prognostic value of glucose‐to‐lymphocyte ratio in critically ill patients with acute respiratory distress syndrome: A retrospective cohort study
BACKGROUND: There is need to identify biomarkers for prognosis of acute respiratory distress syndrome (ADRS). This may allow early and accurate identification of patients with high‐risk ARDS to guide adjustment of clinical treatment and nursing intervention, which would ultimately improve prognosis...
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/PMC9102764/ https://www.ncbi.nlm.nih.gov/pubmed/35358348 http://dx.doi.org/10.1002/jcla.24397 |
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author | Zhang, Yi Zhang, Shuo |
author_facet | Zhang, Yi Zhang, Shuo |
author_sort | Zhang, Yi |
collection | PubMed |
description | BACKGROUND: There is need to identify biomarkers for prognosis of acute respiratory distress syndrome (ADRS). This may allow early and accurate identification of patients with high‐risk ARDS to guide adjustment of clinical treatment and nursing intervention, which would ultimately improve prognosis of patients with ARDS. Biomarkers based on a combination of fasting glucose and lymphocyte counts to predict prognosis in critically ill patients with ARDS remain undefined. In this study, we investigated the association between glucose‐to‐lymphocyte ratio (GLR) and in‐hospital mortality. METHODS: The study obtained data from Medical Information Mart for Intensive Care‐IV (MIMIC‐IV Version 1.0) database. We defined the GLR as fasting glucose/lymphocyte count and the patient in‐hospital mortality was considered as the outcome. In addition, we employed linear and logistic regression models for analysis. RESULTS: In total, 1,085 patients with ARDS were included in this study. The eligible participants included 498 female and 587 males, with a mean age of 64.2 ± 17.5 years. Logistic regression analysis demonstrated that higher GLR was an independent risk factor for all‐cause mortality (OR =1.67, 95% CI: 1.26–2.22) after adjusting for age, sex, anion gap, white blood cell count, congestive heart failure, sequential organ failure assessment (SOFA), SBP, DBP, and respiratory rate in both the dichotomized group and subgroups. We also analyzed the in‐hospital mortality to ROC curves by comparing the value between SOFA + GLR and SOFA. The area under the curve (AUC) was 0.6991 for the SOFA + GLR (95% CI: 0.6634–0.7348), and 0.6613 for the SOFA (95% CI: 0.6238–0.6988). CONCLUSION: Our data showed that the GLR was an independent predictor of in‐hospital mortality for patients with ARDS. The GLR is an integrated, readily available clinical biomarker for mortality in patients with ARDS. |
format | Online Article Text |
id | pubmed-9102764 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91027642022-05-18 Prognostic value of glucose‐to‐lymphocyte ratio in critically ill patients with acute respiratory distress syndrome: A retrospective cohort study Zhang, Yi Zhang, Shuo J Clin Lab Anal Research Articles BACKGROUND: There is need to identify biomarkers for prognosis of acute respiratory distress syndrome (ADRS). This may allow early and accurate identification of patients with high‐risk ARDS to guide adjustment of clinical treatment and nursing intervention, which would ultimately improve prognosis of patients with ARDS. Biomarkers based on a combination of fasting glucose and lymphocyte counts to predict prognosis in critically ill patients with ARDS remain undefined. In this study, we investigated the association between glucose‐to‐lymphocyte ratio (GLR) and in‐hospital mortality. METHODS: The study obtained data from Medical Information Mart for Intensive Care‐IV (MIMIC‐IV Version 1.0) database. We defined the GLR as fasting glucose/lymphocyte count and the patient in‐hospital mortality was considered as the outcome. In addition, we employed linear and logistic regression models for analysis. RESULTS: In total, 1,085 patients with ARDS were included in this study. The eligible participants included 498 female and 587 males, with a mean age of 64.2 ± 17.5 years. Logistic regression analysis demonstrated that higher GLR was an independent risk factor for all‐cause mortality (OR =1.67, 95% CI: 1.26–2.22) after adjusting for age, sex, anion gap, white blood cell count, congestive heart failure, sequential organ failure assessment (SOFA), SBP, DBP, and respiratory rate in both the dichotomized group and subgroups. We also analyzed the in‐hospital mortality to ROC curves by comparing the value between SOFA + GLR and SOFA. The area under the curve (AUC) was 0.6991 for the SOFA + GLR (95% CI: 0.6634–0.7348), and 0.6613 for the SOFA (95% CI: 0.6238–0.6988). CONCLUSION: Our data showed that the GLR was an independent predictor of in‐hospital mortality for patients with ARDS. The GLR is an integrated, readily available clinical biomarker for mortality in patients with ARDS. John Wiley and Sons Inc. 2022-03-31 /pmc/articles/PMC9102764/ /pubmed/35358348 http://dx.doi.org/10.1002/jcla.24397 Text en © 2022 The Authors. Journal of Clinical Laboratory Analysis published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Research Articles Zhang, Yi Zhang, Shuo Prognostic value of glucose‐to‐lymphocyte ratio in critically ill patients with acute respiratory distress syndrome: A retrospective cohort study |
title | Prognostic value of glucose‐to‐lymphocyte ratio in critically ill patients with acute respiratory distress syndrome: A retrospective cohort study |
title_full | Prognostic value of glucose‐to‐lymphocyte ratio in critically ill patients with acute respiratory distress syndrome: A retrospective cohort study |
title_fullStr | Prognostic value of glucose‐to‐lymphocyte ratio in critically ill patients with acute respiratory distress syndrome: A retrospective cohort study |
title_full_unstemmed | Prognostic value of glucose‐to‐lymphocyte ratio in critically ill patients with acute respiratory distress syndrome: A retrospective cohort study |
title_short | Prognostic value of glucose‐to‐lymphocyte ratio in critically ill patients with acute respiratory distress syndrome: A retrospective cohort study |
title_sort | prognostic value of glucose‐to‐lymphocyte ratio in critically ill patients with acute respiratory distress syndrome: a retrospective cohort study |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9102764/ https://www.ncbi.nlm.nih.gov/pubmed/35358348 http://dx.doi.org/10.1002/jcla.24397 |
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