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Serum cholinesterase as a new nutritional indicator for predicting weaning failure in patients
AIM: The objective of this study is to examine the correlation between patient serum cholinesterase (SCHE) concentration and weaning failure in the context of invasive mechanical ventilation (IMV), as well as to identify predictors of ventilator weaning failure. Additionally, this study investigates...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10368973/ https://www.ncbi.nlm.nih.gov/pubmed/37502364 http://dx.doi.org/10.3389/fmed.2023.1175089 |
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author | Liu, Jiaping Shao, Tianyu Chen, Hanwen Ma, Chenyang Lu, Xiaohui Yang, Xiaoming Song, Kang Wang, Lu Lei, Shu Wang, Dafen |
author_facet | Liu, Jiaping Shao, Tianyu Chen, Hanwen Ma, Chenyang Lu, Xiaohui Yang, Xiaoming Song, Kang Wang, Lu Lei, Shu Wang, Dafen |
author_sort | Liu, Jiaping |
collection | PubMed |
description | AIM: The objective of this study is to examine the correlation between patient serum cholinesterase (SCHE) concentration and weaning failure in the context of invasive mechanical ventilation (IMV), as well as to identify predictors of ventilator weaning failure. Additionally, this study investigates the potential relationship between SCHE and nutritional risk for developing more effective weaning strategies. METHOD: A retrospective observational study was conducted. The sample was collected from 227 patients with IMV over 48 h who underwent SBT before weaning. Relevant experimental samples and data collection were analyzed at the time of patient admission and before the initiation of the SBT. The correlation between SCHE and weaning failure was determined by multifactorial logistic regression and propensity matching scores. RESULTS: Weaning was successful in 127 patients and failed in 100 patients. Depending on the difficulty of weaning, 55 of these patients had difficulty in weaning and 45 had long-term weaning. In the crude cohort, experimental data collected on the day of SBT showed that SCHE concentrations were higher in patients with successful weaning than in those with failed weaning (4,514 u/l vs. 3,190 u/l p < 0.01). The critical value for predicting weaning failure was SCHE 3,228 u/l (p < 0.01). Ventilator weaning failure was predicted by multifactorial logistic regression analysis of SCHE, heart rate, and PaO(2) before SBT, with SCHE predicting ventilator weaning failure (AUC 0.714; 95% CI 0.647–0.782) better than heart rate (AUC 0.618; 95% CI 0.545–0.690), PaO(2) (AUC 0.59; 95% CI 0.515–0.664). After propensity-matched scores, SCHE remained an independent predictor of weaning failure (p = 0.05). And the SCHE concentration was strongly correlated with the patient’s weaning difficulties (p < 0.01). The Nutrition Risk in Critically Ill (NUTRIC) score was also significantly correlated with SCHE according to Spearman’s correlation analysis (p < 0.01). CONCLUSION: Our study revealed that the patients who experienced weaning failure exhibited lower SCHE values compared to those who successfully underwent weaning. Before spontaneous breathing trial (SBT), SCHE, heart rate, and PaO(2) were identified as independent predictors of weaning failure. Following propensity score matching (PSM), SCHE and heart rate remained independent predictors. Patients with SCHE levels below 3,228 u/l should undergo careful evaluation before weaning. Our findings suggest that malnutrition may be a contributing factor to weaning failure in patients. |
format | Online Article Text |
id | pubmed-10368973 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-103689732023-07-27 Serum cholinesterase as a new nutritional indicator for predicting weaning failure in patients Liu, Jiaping Shao, Tianyu Chen, Hanwen Ma, Chenyang Lu, Xiaohui Yang, Xiaoming Song, Kang Wang, Lu Lei, Shu Wang, Dafen Front Med (Lausanne) Medicine AIM: The objective of this study is to examine the correlation between patient serum cholinesterase (SCHE) concentration and weaning failure in the context of invasive mechanical ventilation (IMV), as well as to identify predictors of ventilator weaning failure. Additionally, this study investigates the potential relationship between SCHE and nutritional risk for developing more effective weaning strategies. METHOD: A retrospective observational study was conducted. The sample was collected from 227 patients with IMV over 48 h who underwent SBT before weaning. Relevant experimental samples and data collection were analyzed at the time of patient admission and before the initiation of the SBT. The correlation between SCHE and weaning failure was determined by multifactorial logistic regression and propensity matching scores. RESULTS: Weaning was successful in 127 patients and failed in 100 patients. Depending on the difficulty of weaning, 55 of these patients had difficulty in weaning and 45 had long-term weaning. In the crude cohort, experimental data collected on the day of SBT showed that SCHE concentrations were higher in patients with successful weaning than in those with failed weaning (4,514 u/l vs. 3,190 u/l p < 0.01). The critical value for predicting weaning failure was SCHE 3,228 u/l (p < 0.01). Ventilator weaning failure was predicted by multifactorial logistic regression analysis of SCHE, heart rate, and PaO(2) before SBT, with SCHE predicting ventilator weaning failure (AUC 0.714; 95% CI 0.647–0.782) better than heart rate (AUC 0.618; 95% CI 0.545–0.690), PaO(2) (AUC 0.59; 95% CI 0.515–0.664). After propensity-matched scores, SCHE remained an independent predictor of weaning failure (p = 0.05). And the SCHE concentration was strongly correlated with the patient’s weaning difficulties (p < 0.01). The Nutrition Risk in Critically Ill (NUTRIC) score was also significantly correlated with SCHE according to Spearman’s correlation analysis (p < 0.01). CONCLUSION: Our study revealed that the patients who experienced weaning failure exhibited lower SCHE values compared to those who successfully underwent weaning. Before spontaneous breathing trial (SBT), SCHE, heart rate, and PaO(2) were identified as independent predictors of weaning failure. Following propensity score matching (PSM), SCHE and heart rate remained independent predictors. Patients with SCHE levels below 3,228 u/l should undergo careful evaluation before weaning. Our findings suggest that malnutrition may be a contributing factor to weaning failure in patients. Frontiers Media S.A. 2023-07-12 /pmc/articles/PMC10368973/ /pubmed/37502364 http://dx.doi.org/10.3389/fmed.2023.1175089 Text en Copyright © 2023 Liu, Shao, Chen, Ma, Lu, Yang, Song, Wang, Lei and Wang. 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 | Medicine Liu, Jiaping Shao, Tianyu Chen, Hanwen Ma, Chenyang Lu, Xiaohui Yang, Xiaoming Song, Kang Wang, Lu Lei, Shu Wang, Dafen Serum cholinesterase as a new nutritional indicator for predicting weaning failure in patients |
title | Serum cholinesterase as a new nutritional indicator for predicting weaning failure in patients |
title_full | Serum cholinesterase as a new nutritional indicator for predicting weaning failure in patients |
title_fullStr | Serum cholinesterase as a new nutritional indicator for predicting weaning failure in patients |
title_full_unstemmed | Serum cholinesterase as a new nutritional indicator for predicting weaning failure in patients |
title_short | Serum cholinesterase as a new nutritional indicator for predicting weaning failure in patients |
title_sort | serum cholinesterase as a new nutritional indicator for predicting weaning failure in patients |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10368973/ https://www.ncbi.nlm.nih.gov/pubmed/37502364 http://dx.doi.org/10.3389/fmed.2023.1175089 |
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