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Microbiological Monitoring of the Environment Using the “Association Rules” Approach and Disinfection Procedure Evaluation in a Hospital Center in Morocco
BACKGROUND: The hospital environment, especially surfaces and medical devices, is a source of contamination for patients. OBJECTIVE: This study carried out, to the best of our knowledge, for the first time at Taza Hospital in Morocco aimed to assess the microbiological quality of surfaces and medica...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8275422/ https://www.ncbi.nlm.nih.gov/pubmed/34285698 http://dx.doi.org/10.1155/2021/7682042 |
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author | Flouchi, Rachid Elmniai, Abderrahim El Far, Mohamed Touzani, Ibrahim El Hachlafi, Naoufal Fikri-Benbrahim, Kawtar |
author_facet | Flouchi, Rachid Elmniai, Abderrahim El Far, Mohamed Touzani, Ibrahim El Hachlafi, Naoufal Fikri-Benbrahim, Kawtar |
author_sort | Flouchi, Rachid |
collection | PubMed |
description | BACKGROUND: The hospital environment, especially surfaces and medical devices, is a source of contamination for patients. OBJECTIVE: This study carried out, to the best of our knowledge, for the first time at Taza Hospital in Morocco aimed to assess the microbiological quality of surfaces and medical devices in surgical departments and to evaluate the disinfection procedure in time and space. METHODS: Samples were taken by swabbing after cleaning the hospital surface or medical device, to isolate and identify germs which were inoculated on semiselective culture media then identified by standard biochemical and physiological tests, using the analytical profile index (API) galleries. Moreover, the association rules extraction model between sites on the one hand and germs on the other hand was used for sampling. RESULTS: The study showed that 83% of the samples have been contaminated after biocleaning. The most contaminated services have been men's and women's surgeries. 62% of isolated germs have been identified as Gram-positive bacteria, 29% as Gram-negative bacteria, and 9% as fungi. Concerning the association rules extraction model, a strong association between some contaminated sites and the presence of germ has been found, such as the association between wall and nightstand and door cuff, meaning that the wall and nightstand contamination is systematically linked to that of the door cuff. The disinfection procedure efficacy evaluation has enabled suggesting renewing it each 4 h. CONCLUSION: Microbiological monitoring of surfaces is necessary at hospital level through the use of the association rule extraction model, which is very important to optimize the sampling, cleaning, and disinfection site scenarios of the most contaminated ones. |
format | Online Article Text |
id | pubmed-8275422 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-82754222021-07-19 Microbiological Monitoring of the Environment Using the “Association Rules” Approach and Disinfection Procedure Evaluation in a Hospital Center in Morocco Flouchi, Rachid Elmniai, Abderrahim El Far, Mohamed Touzani, Ibrahim El Hachlafi, Naoufal Fikri-Benbrahim, Kawtar J Environ Public Health Research Article BACKGROUND: The hospital environment, especially surfaces and medical devices, is a source of contamination for patients. OBJECTIVE: This study carried out, to the best of our knowledge, for the first time at Taza Hospital in Morocco aimed to assess the microbiological quality of surfaces and medical devices in surgical departments and to evaluate the disinfection procedure in time and space. METHODS: Samples were taken by swabbing after cleaning the hospital surface or medical device, to isolate and identify germs which were inoculated on semiselective culture media then identified by standard biochemical and physiological tests, using the analytical profile index (API) galleries. Moreover, the association rules extraction model between sites on the one hand and germs on the other hand was used for sampling. RESULTS: The study showed that 83% of the samples have been contaminated after biocleaning. The most contaminated services have been men's and women's surgeries. 62% of isolated germs have been identified as Gram-positive bacteria, 29% as Gram-negative bacteria, and 9% as fungi. Concerning the association rules extraction model, a strong association between some contaminated sites and the presence of germ has been found, such as the association between wall and nightstand and door cuff, meaning that the wall and nightstand contamination is systematically linked to that of the door cuff. The disinfection procedure efficacy evaluation has enabled suggesting renewing it each 4 h. CONCLUSION: Microbiological monitoring of surfaces is necessary at hospital level through the use of the association rule extraction model, which is very important to optimize the sampling, cleaning, and disinfection site scenarios of the most contaminated ones. Hindawi 2021-07-05 /pmc/articles/PMC8275422/ /pubmed/34285698 http://dx.doi.org/10.1155/2021/7682042 Text en Copyright © 2021 Rachid Flouchi et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Flouchi, Rachid Elmniai, Abderrahim El Far, Mohamed Touzani, Ibrahim El Hachlafi, Naoufal Fikri-Benbrahim, Kawtar Microbiological Monitoring of the Environment Using the “Association Rules” Approach and Disinfection Procedure Evaluation in a Hospital Center in Morocco |
title | Microbiological Monitoring of the Environment Using the “Association Rules” Approach and Disinfection Procedure Evaluation in a Hospital Center in Morocco |
title_full | Microbiological Monitoring of the Environment Using the “Association Rules” Approach and Disinfection Procedure Evaluation in a Hospital Center in Morocco |
title_fullStr | Microbiological Monitoring of the Environment Using the “Association Rules” Approach and Disinfection Procedure Evaluation in a Hospital Center in Morocco |
title_full_unstemmed | Microbiological Monitoring of the Environment Using the “Association Rules” Approach and Disinfection Procedure Evaluation in a Hospital Center in Morocco |
title_short | Microbiological Monitoring of the Environment Using the “Association Rules” Approach and Disinfection Procedure Evaluation in a Hospital Center in Morocco |
title_sort | microbiological monitoring of the environment using the “association rules” approach and disinfection procedure evaluation in a hospital center in morocco |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8275422/ https://www.ncbi.nlm.nih.gov/pubmed/34285698 http://dx.doi.org/10.1155/2021/7682042 |
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