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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...

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Autores principales: Yang, Rui, Huang, Tao, Shen, Longbin, Feng, Aozi, Li, Li, Li, Shuna, Huang, Liying, He, Ningxia, Huang, Wei, Liu, Hui, Lyu, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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.
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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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