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Development and Validation of a Risk Scoring System for Cephamycin-Associated Hemorrhagic Events
Cephamycin-associated hemorrhages have been reported since their launch. This research aimed to determine risk factors for cephamycin-associated hemorrhagic events and produce a risk scoring system using National Taiwan University Hospital (NTUH) database. Patients who were older than 20 years old a...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6733795/ https://www.ncbi.nlm.nih.gov/pubmed/31501462 http://dx.doi.org/10.1038/s41598-019-49340-5 |
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author | Chien, Tong-Ling Hsiao, Fei-Yuan Chen, Li-Ju Wen, Yu-Wen Lin, Shu-Wen |
author_facet | Chien, Tong-Ling Hsiao, Fei-Yuan Chen, Li-Ju Wen, Yu-Wen Lin, Shu-Wen |
author_sort | Chien, Tong-Ling |
collection | PubMed |
description | Cephamycin-associated hemorrhages have been reported since their launch. This research aimed to determine risk factors for cephamycin-associated hemorrhagic events and produce a risk scoring system using National Taiwan University Hospital (NTUH) database. Patients who were older than 20 years old and consecutively used study antibiotics for more than 48 hours (epidode) at NTUH between January 1(st), 2009 and December 31(st), 2015 were included. The population was divided into two cohorts for evaluation of risk factors and validation of the scoring system. Multivariate logistic regression was used for the assessment of the adjusted association between factors and the outcome of interest. Results of the multivariate logistic regression were treated as the foundation to develop the risk scoring system. There were 46402 and 22681 episodes identified in 2009–2013 and 2014–2015 cohorts with 356 and 204 hemorrhagic events among respective cohorts. Use of cephamycins was associated with a higher risk for hemorrhagic outcomes (aOR 2.03, 95% CI 1.60–2.58). Other risk factors included chronic hepatic disease, at least 65 years old, prominent bleeding tendency, and bleeding history. A nine-score risk scoring system (AUROC = 0.8035, 95% CI 0.7794–0.8275; Hosmer-Lemeshow goodness-of-fit test p = 0.1044) was developed based on the identified risk factors, with higher scores indicating higher risk for bleeding. Use of cephamycins was associated with more hemorrhagic events compared with commonly used penicillins and cephalosporins. The established scoring system, CHABB, may help pharmacists identify high-risk patients and provide recommendations according to the predictive risk, and eventually enhance the overall quality of care. |
format | Online Article Text |
id | pubmed-6733795 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-67337952019-09-20 Development and Validation of a Risk Scoring System for Cephamycin-Associated Hemorrhagic Events Chien, Tong-Ling Hsiao, Fei-Yuan Chen, Li-Ju Wen, Yu-Wen Lin, Shu-Wen Sci Rep Article Cephamycin-associated hemorrhages have been reported since their launch. This research aimed to determine risk factors for cephamycin-associated hemorrhagic events and produce a risk scoring system using National Taiwan University Hospital (NTUH) database. Patients who were older than 20 years old and consecutively used study antibiotics for more than 48 hours (epidode) at NTUH between January 1(st), 2009 and December 31(st), 2015 were included. The population was divided into two cohorts for evaluation of risk factors and validation of the scoring system. Multivariate logistic regression was used for the assessment of the adjusted association between factors and the outcome of interest. Results of the multivariate logistic regression were treated as the foundation to develop the risk scoring system. There were 46402 and 22681 episodes identified in 2009–2013 and 2014–2015 cohorts with 356 and 204 hemorrhagic events among respective cohorts. Use of cephamycins was associated with a higher risk for hemorrhagic outcomes (aOR 2.03, 95% CI 1.60–2.58). Other risk factors included chronic hepatic disease, at least 65 years old, prominent bleeding tendency, and bleeding history. A nine-score risk scoring system (AUROC = 0.8035, 95% CI 0.7794–0.8275; Hosmer-Lemeshow goodness-of-fit test p = 0.1044) was developed based on the identified risk factors, with higher scores indicating higher risk for bleeding. Use of cephamycins was associated with more hemorrhagic events compared with commonly used penicillins and cephalosporins. The established scoring system, CHABB, may help pharmacists identify high-risk patients and provide recommendations according to the predictive risk, and eventually enhance the overall quality of care. Nature Publishing Group UK 2019-09-09 /pmc/articles/PMC6733795/ /pubmed/31501462 http://dx.doi.org/10.1038/s41598-019-49340-5 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Chien, Tong-Ling Hsiao, Fei-Yuan Chen, Li-Ju Wen, Yu-Wen Lin, Shu-Wen Development and Validation of a Risk Scoring System for Cephamycin-Associated Hemorrhagic Events |
title | Development and Validation of a Risk Scoring System for Cephamycin-Associated Hemorrhagic Events |
title_full | Development and Validation of a Risk Scoring System for Cephamycin-Associated Hemorrhagic Events |
title_fullStr | Development and Validation of a Risk Scoring System for Cephamycin-Associated Hemorrhagic Events |
title_full_unstemmed | Development and Validation of a Risk Scoring System for Cephamycin-Associated Hemorrhagic Events |
title_short | Development and Validation of a Risk Scoring System for Cephamycin-Associated Hemorrhagic Events |
title_sort | development and validation of a risk scoring system for cephamycin-associated hemorrhagic events |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6733795/ https://www.ncbi.nlm.nih.gov/pubmed/31501462 http://dx.doi.org/10.1038/s41598-019-49340-5 |
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