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Preoperative and operation-related risk factors for postoperative nosocomial infections in pediatric patients: A retrospective cohort study
BACKGROUND: Pediatric patients undergoing invasive operations bear extra risk of developing nosocomial infections (NIs). However, epidemiological evidence of the underlying risk factors, which is needed for early prevention, remains limited. METHODS: Using data from the electronic medical records an...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6927644/ https://www.ncbi.nlm.nih.gov/pubmed/31869341 http://dx.doi.org/10.1371/journal.pone.0225607 |
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author | Li, Kuanrong Li, Xiaojun Si, Wenyue Cui, Yanqin Xia, Huimin Sun, Xin Song, Xingrong Liang, Huiying |
author_facet | Li, Kuanrong Li, Xiaojun Si, Wenyue Cui, Yanqin Xia, Huimin Sun, Xin Song, Xingrong Liang, Huiying |
author_sort | Li, Kuanrong |
collection | PubMed |
description | BACKGROUND: Pediatric patients undergoing invasive operations bear extra risk of developing nosocomial infections (NIs). However, epidemiological evidence of the underlying risk factors, which is needed for early prevention, remains limited. METHODS: Using data from the electronic medical records and the NI reporting system of a tertiary pediatric hospital, we conducted a retrospective analysis to identify preoperative and operation-related risk factors for postoperative NIs. Multivariable accelerated failure time models were fitted to select independent risk factors. The performance of these factors in risk stratification was examined by comparing the empirical risks between the model-defined low- and high-risk groups. RESULTS: A total of 18,314 children undergoing invasive operations were included for analysis. After a follow-up period of 154,700 patient-days, 847 postoperative NIs were diagnosed. The highest postoperative NI rate was observed for operations on hemic and lymphatic system. Surgical site infections were the NI type showing the highest overall risk; however, patients were more likely to develop urinary tract infections in the first postoperative week. Older age, higher weight-for-height z-score, longer preoperative ICU stay, preoperative enteral nutrition, same-day antibiotic prophylaxis, and higher hemoglobin level were associated with delayed occurrence of postoperative NIs, while longer preoperative hospitalization, longer operative duration, and higher American Society of Anesthesiologists score showed acceleration effects. Risk stratification based on these factors in an independent patient population was moderate, resulting in a high-risk group in which 72% of the postoperative NIs were included. CONCLUSIONS: Our findings suggest that pediatric patients undergoing invasive operations and at high risk of developing postoperative NIs are likely to be identified using basic preoperative and operation-related risk factors, which together might lead to moderately accurate risk stratification but still provide valuable information to guide early and judicious prevention. |
format | Online Article Text |
id | pubmed-6927644 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-69276442020-01-07 Preoperative and operation-related risk factors for postoperative nosocomial infections in pediatric patients: A retrospective cohort study Li, Kuanrong Li, Xiaojun Si, Wenyue Cui, Yanqin Xia, Huimin Sun, Xin Song, Xingrong Liang, Huiying PLoS One Research Article BACKGROUND: Pediatric patients undergoing invasive operations bear extra risk of developing nosocomial infections (NIs). However, epidemiological evidence of the underlying risk factors, which is needed for early prevention, remains limited. METHODS: Using data from the electronic medical records and the NI reporting system of a tertiary pediatric hospital, we conducted a retrospective analysis to identify preoperative and operation-related risk factors for postoperative NIs. Multivariable accelerated failure time models were fitted to select independent risk factors. The performance of these factors in risk stratification was examined by comparing the empirical risks between the model-defined low- and high-risk groups. RESULTS: A total of 18,314 children undergoing invasive operations were included for analysis. After a follow-up period of 154,700 patient-days, 847 postoperative NIs were diagnosed. The highest postoperative NI rate was observed for operations on hemic and lymphatic system. Surgical site infections were the NI type showing the highest overall risk; however, patients were more likely to develop urinary tract infections in the first postoperative week. Older age, higher weight-for-height z-score, longer preoperative ICU stay, preoperative enteral nutrition, same-day antibiotic prophylaxis, and higher hemoglobin level were associated with delayed occurrence of postoperative NIs, while longer preoperative hospitalization, longer operative duration, and higher American Society of Anesthesiologists score showed acceleration effects. Risk stratification based on these factors in an independent patient population was moderate, resulting in a high-risk group in which 72% of the postoperative NIs were included. CONCLUSIONS: Our findings suggest that pediatric patients undergoing invasive operations and at high risk of developing postoperative NIs are likely to be identified using basic preoperative and operation-related risk factors, which together might lead to moderately accurate risk stratification but still provide valuable information to guide early and judicious prevention. Public Library of Science 2019-12-23 /pmc/articles/PMC6927644/ /pubmed/31869341 http://dx.doi.org/10.1371/journal.pone.0225607 Text en © 2019 Li et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Li, Kuanrong Li, Xiaojun Si, Wenyue Cui, Yanqin Xia, Huimin Sun, Xin Song, Xingrong Liang, Huiying Preoperative and operation-related risk factors for postoperative nosocomial infections in pediatric patients: A retrospective cohort study |
title | Preoperative and operation-related risk factors for postoperative nosocomial infections in pediatric patients: A retrospective cohort study |
title_full | Preoperative and operation-related risk factors for postoperative nosocomial infections in pediatric patients: A retrospective cohort study |
title_fullStr | Preoperative and operation-related risk factors for postoperative nosocomial infections in pediatric patients: A retrospective cohort study |
title_full_unstemmed | Preoperative and operation-related risk factors for postoperative nosocomial infections in pediatric patients: A retrospective cohort study |
title_short | Preoperative and operation-related risk factors for postoperative nosocomial infections in pediatric patients: A retrospective cohort study |
title_sort | preoperative and operation-related risk factors for postoperative nosocomial infections in pediatric patients: a retrospective cohort study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6927644/ https://www.ncbi.nlm.nih.gov/pubmed/31869341 http://dx.doi.org/10.1371/journal.pone.0225607 |
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