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Appropriate empirical antifungal therapy is associated with a reduced mortality rate in intensive care unit patients with invasive fungal infection: A real-world retrospective study based on the MIMIC-IV database
OBJECTIVE: The study aimed to determine the prevalence and pathogens of invasive fungal infection (IFI) among intensive care unit (ICU) patients. The next goal was to investigate the association between empirical antifungal treatment and mortality in ICU patients. METHODS: Using microbiological even...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9530049/ https://www.ncbi.nlm.nih.gov/pubmed/36203769 http://dx.doi.org/10.3389/fmed.2022.952611 |
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author | Zhang, Man-ka Rao, Zhi-guo Ma, Tao Tang, Ming Xu, Tian-qi He, Xiao-xu Li, Zhou-ping Liu, Yin Xu, Qing-jie Yang, Ke-yu Gong, Yi-fan Xue, Jing Wu, Mei-qing Xue, Xiao-yan |
author_facet | Zhang, Man-ka Rao, Zhi-guo Ma, Tao Tang, Ming Xu, Tian-qi He, Xiao-xu Li, Zhou-ping Liu, Yin Xu, Qing-jie Yang, Ke-yu Gong, Yi-fan Xue, Jing Wu, Mei-qing Xue, Xiao-yan |
author_sort | Zhang, Man-ka |
collection | PubMed |
description | OBJECTIVE: The study aimed to determine the prevalence and pathogens of invasive fungal infection (IFI) among intensive care unit (ICU) patients. The next goal was to investigate the association between empirical antifungal treatment and mortality in ICU patients. METHODS: Using microbiological events, we identified all ICU patients with IFI and then retrieved electronic clinical data from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. The data were statistically analyzed using t-tests, chi-square tests, log-rank tests, and Cox regression. RESULTS: The most commonly reported fungi were Candida (72.64%) and Aspergillus (19.08%). The most frequently prescribed antifungal medication was fluconazole (37.57%), followed by micafungin (26.47%). In the survival study of ICU patients and patients with sepsis, survivors were more likely to receive empirical antifungal treatment. In contrast, non-empirical antifungal therapy was significantly associated with poor survival in patients with positive blood cultures. We found that the current predictive score makes an accurate prediction of patients with fungal infections challenging. CONCLUSIONS: Our study demonstrated that empirical antifungal treatment is associated with decreased mortality in ICU patients. To avoid treatment delays, novel diagnostic techniques should be implemented in the clinic. Until such tests are available, appropriate empirical antifungal therapy could be administered based on a model that predicts the optimal time to initiate antifungal therapy. Additional studies should be conducted to establish more accurate predictive models in the future. |
format | Online Article Text |
id | pubmed-9530049 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95300492022-10-05 Appropriate empirical antifungal therapy is associated with a reduced mortality rate in intensive care unit patients with invasive fungal infection: A real-world retrospective study based on the MIMIC-IV database Zhang, Man-ka Rao, Zhi-guo Ma, Tao Tang, Ming Xu, Tian-qi He, Xiao-xu Li, Zhou-ping Liu, Yin Xu, Qing-jie Yang, Ke-yu Gong, Yi-fan Xue, Jing Wu, Mei-qing Xue, Xiao-yan Front Med (Lausanne) Medicine OBJECTIVE: The study aimed to determine the prevalence and pathogens of invasive fungal infection (IFI) among intensive care unit (ICU) patients. The next goal was to investigate the association between empirical antifungal treatment and mortality in ICU patients. METHODS: Using microbiological events, we identified all ICU patients with IFI and then retrieved electronic clinical data from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. The data were statistically analyzed using t-tests, chi-square tests, log-rank tests, and Cox regression. RESULTS: The most commonly reported fungi were Candida (72.64%) and Aspergillus (19.08%). The most frequently prescribed antifungal medication was fluconazole (37.57%), followed by micafungin (26.47%). In the survival study of ICU patients and patients with sepsis, survivors were more likely to receive empirical antifungal treatment. In contrast, non-empirical antifungal therapy was significantly associated with poor survival in patients with positive blood cultures. We found that the current predictive score makes an accurate prediction of patients with fungal infections challenging. CONCLUSIONS: Our study demonstrated that empirical antifungal treatment is associated with decreased mortality in ICU patients. To avoid treatment delays, novel diagnostic techniques should be implemented in the clinic. Until such tests are available, appropriate empirical antifungal therapy could be administered based on a model that predicts the optimal time to initiate antifungal therapy. Additional studies should be conducted to establish more accurate predictive models in the future. Frontiers Media S.A. 2022-09-20 /pmc/articles/PMC9530049/ /pubmed/36203769 http://dx.doi.org/10.3389/fmed.2022.952611 Text en Copyright © 2022 Zhang, Rao, Ma, Tang, Xu, He, Li, Liu, Xu, Yang, Gong, Xue, Wu and Xue. 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 Zhang, Man-ka Rao, Zhi-guo Ma, Tao Tang, Ming Xu, Tian-qi He, Xiao-xu Li, Zhou-ping Liu, Yin Xu, Qing-jie Yang, Ke-yu Gong, Yi-fan Xue, Jing Wu, Mei-qing Xue, Xiao-yan Appropriate empirical antifungal therapy is associated with a reduced mortality rate in intensive care unit patients with invasive fungal infection: A real-world retrospective study based on the MIMIC-IV database |
title | Appropriate empirical antifungal therapy is associated with a reduced mortality rate in intensive care unit patients with invasive fungal infection: A real-world retrospective study based on the MIMIC-IV database |
title_full | Appropriate empirical antifungal therapy is associated with a reduced mortality rate in intensive care unit patients with invasive fungal infection: A real-world retrospective study based on the MIMIC-IV database |
title_fullStr | Appropriate empirical antifungal therapy is associated with a reduced mortality rate in intensive care unit patients with invasive fungal infection: A real-world retrospective study based on the MIMIC-IV database |
title_full_unstemmed | Appropriate empirical antifungal therapy is associated with a reduced mortality rate in intensive care unit patients with invasive fungal infection: A real-world retrospective study based on the MIMIC-IV database |
title_short | Appropriate empirical antifungal therapy is associated with a reduced mortality rate in intensive care unit patients with invasive fungal infection: A real-world retrospective study based on the MIMIC-IV database |
title_sort | appropriate empirical antifungal therapy is associated with a reduced mortality rate in intensive care unit patients with invasive fungal infection: a real-world retrospective study based on the mimic-iv database |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9530049/ https://www.ncbi.nlm.nih.gov/pubmed/36203769 http://dx.doi.org/10.3389/fmed.2022.952611 |
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