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The Use of Antibiotics for Ventilator-Associated Pneumonia in the MIMIC-IV Database
Purpose: By analyzing the clinical characteristics, etiological characteristics and commonly used antibiotics of patients with ventilator-associated pneumonia (VAP) in intensive care units (ICUs) in the intensive care database. This study aims to provide guidance information for the clinical rationa...
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/PMC9234107/ https://www.ncbi.nlm.nih.gov/pubmed/35770093 http://dx.doi.org/10.3389/fphar.2022.869499 |
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author | Yang, Rui Huang, Tao Shen, Longbin Feng, Aozi Li, Li Li, Shuna Huang, Liying He, Ningxia Huang, Wei Liu, Hui Lyu, Jun |
author_facet | Yang, Rui Huang, Tao Shen, Longbin Feng, Aozi Li, Li Li, Shuna Huang, Liying He, Ningxia Huang, Wei Liu, Hui Lyu, Jun |
author_sort | Yang, Rui |
collection | PubMed |
description | Purpose: By analyzing the clinical characteristics, etiological characteristics and commonly used antibiotics of patients with ventilator-associated pneumonia (VAP) in intensive care units (ICUs) in the intensive care database. This study aims to provide guidance information for the clinical rational use of drugs for patients with VAP. Method: Patients with VAP information were collected from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database, including their sociodemographic characteristics, vital signs, laboratory measurements, complications, microbiology, and antibiotic use. After data processing, the characteristics of the medications used by patients with VAP in ICUs were described using statistical graphs and tables, and experiences were summarized and the reasons were analyzed. Results: This study included 2,068 patients with VAP. Forty-eight patient characteristics, including demographic indicators, vital signs, biochemical indicators, scores, and comorbidities, were compared between the survival and death groups of VAP patients. Cephalosporins and vancomycin were the most commonly used. Among them, fourth-generation cephalosporin (ForGC) combined with vancomycin was used the most, by 540 patients. First-generati49n cephalosporin (FirGC) combined with vancomycin was associated with the highest survival rate (86.7%). More than 55% of patients were infected with Gram-negative bacteria. However, patients with VAP had fewer resistant strains (<25%). FirGC or ForGC combined with vancomycin had many inflammation-related features that differed significantly from those in patients who did not receive medication. Conclusion: Understanding antibiotic use, pathogenic bacteria compositions, and the drug resistance rates of patients with VAP can help prevent the occurrence of diseases, contain infections as soon as possible, and promote the recovery of patients. |
format | Online Article Text |
id | pubmed-9234107 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92341072022-06-28 The Use of Antibiotics for Ventilator-Associated Pneumonia in the MIMIC-IV Database Yang, Rui Huang, Tao Shen, Longbin Feng, Aozi Li, Li Li, Shuna Huang, Liying He, Ningxia Huang, Wei Liu, Hui Lyu, Jun Front Pharmacol Pharmacology Purpose: By analyzing the clinical characteristics, etiological characteristics and commonly used antibiotics of patients with ventilator-associated pneumonia (VAP) in intensive care units (ICUs) in the intensive care database. This study aims to provide guidance information for the clinical rational use of drugs for patients with VAP. Method: Patients with VAP information were collected from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database, including their sociodemographic characteristics, vital signs, laboratory measurements, complications, microbiology, and antibiotic use. After data processing, the characteristics of the medications used by patients with VAP in ICUs were described using statistical graphs and tables, and experiences were summarized and the reasons were analyzed. Results: This study included 2,068 patients with VAP. Forty-eight patient characteristics, including demographic indicators, vital signs, biochemical indicators, scores, and comorbidities, were compared between the survival and death groups of VAP patients. Cephalosporins and vancomycin were the most commonly used. Among them, fourth-generation cephalosporin (ForGC) combined with vancomycin was used the most, by 540 patients. First-generati49n cephalosporin (FirGC) combined with vancomycin was associated with the highest survival rate (86.7%). More than 55% of patients were infected with Gram-negative bacteria. However, patients with VAP had fewer resistant strains (<25%). FirGC or ForGC combined with vancomycin had many inflammation-related features that differed significantly from those in patients who did not receive medication. Conclusion: Understanding antibiotic use, pathogenic bacteria compositions, and the drug resistance rates of patients with VAP can help prevent the occurrence of diseases, contain infections as soon as possible, and promote the recovery of patients. Frontiers Media S.A. 2022-06-13 /pmc/articles/PMC9234107/ /pubmed/35770093 http://dx.doi.org/10.3389/fphar.2022.869499 Text en Copyright © 2022 Yang, Huang, Shen, Feng, Li, Li, Huang, He, Huang, Liu and Lyu. 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 | Pharmacology Yang, Rui Huang, Tao Shen, Longbin Feng, Aozi Li, Li Li, Shuna Huang, Liying He, Ningxia Huang, Wei Liu, Hui Lyu, Jun The Use of Antibiotics for Ventilator-Associated Pneumonia in the MIMIC-IV Database |
title | The Use of Antibiotics for Ventilator-Associated Pneumonia in the MIMIC-IV Database |
title_full | The Use of Antibiotics for Ventilator-Associated Pneumonia in the MIMIC-IV Database |
title_fullStr | The Use of Antibiotics for Ventilator-Associated Pneumonia in the MIMIC-IV Database |
title_full_unstemmed | The Use of Antibiotics for Ventilator-Associated Pneumonia in the MIMIC-IV Database |
title_short | The Use of Antibiotics for Ventilator-Associated Pneumonia in the MIMIC-IV Database |
title_sort | use of antibiotics for ventilator-associated pneumonia in the mimic-iv database |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9234107/ https://www.ncbi.nlm.nih.gov/pubmed/35770093 http://dx.doi.org/10.3389/fphar.2022.869499 |
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