Identifying Targets for Antibiotic Use for the Management of Carbapenem-Resistant Acinetobacter baumannii (CRAb) in Hospitals-A Multi-Centre Nonlinear Time-Series Study
Solutions are needed to inform antimicrobial stewardship (AMS) regarding balancing the access to effective antimicrobials with the need to control antimicrobial resistance. Theoretical and mathematical models suggest a non-linear relationship between antibiotic use and resistance, indicating the exi...
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Published in | Antibiotics (Basel) Vol. 11; no. 6; p. 775 |
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Abstract | Solutions are needed to inform antimicrobial stewardship (AMS) regarding balancing the access to effective antimicrobials with the need to control antimicrobial resistance. Theoretical and mathematical models suggest a non-linear relationship between antibiotic use and resistance, indicating the existence of thresholds of antibiotic use beyond which resistance would be triggered. It is anticipated that thresholds may vary across populations depending on host, environment, and organism factors. Further research is needed to evaluate thresholds in antibiotic use for a specific pathogen across different settings. The objective of this study is to identify thresholds of population antibiotic use associated with the incidence of carbapenem-resistant
(CRAb) across six hospital sites in Oman. The study was an ecological, multi-centre evaluation that involved collecting historical antibiotic use and CRAb incidence over the period from January 2015 to December 2019. By using non-linear time-series analysis, we identified different thresholds in the use of third-generation cephalosporins, piperacillin-tazobactam, aminoglycoside, and fluoroquinolones across participating hospitals. The identification of different thresholds emphasises the need for tailored analysis based on modelling data from each hospital. The determined thresholds can be used to set targets for each hospital AMS, providing a balance between access to these antibiotics versus controlling CRAb incidence. |
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AbstractList | Solutions are needed to inform antimicrobial stewardship (AMS) regarding balancing the access to effective antimicrobials with the need to control antimicrobial resistance. Theoretical and mathematical models suggest a non-linear relationship between antibiotic use and resistance, indicating the existence of thresholds of antibiotic use beyond which resistance would be triggered. It is anticipated that thresholds may vary across populations depending on host, environment, and organism factors. Further research is needed to evaluate thresholds in antibiotic use for a specific pathogen across different settings. The objective of this study is to identify thresholds of population antibiotic use associated with the incidence of carbapenem-resistant Acinetobacter baumannii (CRAb) across six hospital sites in Oman. The study was an ecological, multi-centre evaluation that involved collecting historical antibiotic use and CRAb incidence over the period from January 2015 to December 2019. By using non-linear time-series analysis, we identified different thresholds in the use of third-generation cephalosporins, piperacillin-tazobactam, aminoglycoside, and fluoroquinolones across participating hospitals. The identification of different thresholds emphasises the need for tailored analysis based on modelling data from each hospital. The determined thresholds can be used to set targets for each hospital AMS, providing a balance between access to these antibiotics versus controlling CRAb incidence. Solutions are needed to inform antimicrobial stewardship (AMS) regarding balancing the access to effective antimicrobials with the need to control antimicrobial resistance. Theoretical and mathematical models suggest a non-linear relationship between antibiotic use and resistance, indicating the existence of thresholds of antibiotic use beyond which resistance would be triggered. It is anticipated that thresholds may vary across populations depending on host, environment, and organism factors. Further research is needed to evaluate thresholds in antibiotic use for a specific pathogen across different settings. The objective of this study is to identify thresholds of population antibiotic use associated with the incidence of carbapenem-resistant Acinetobacter baumannii (CRAb) across six hospital sites in Oman. The study was an ecological, multi-centre evaluation that involved collecting historical antibiotic use and CRAb incidence over the period from January 2015 to December 2019. By using non-linear time-series analysis, we identified different thresholds in the use of third-generation cephalosporins, piperacillin-tazobactam, aminoglycoside, and fluoroquinolones across participating hospitals. The identification of different thresholds emphasises the need for tailored analysis based on modelling data from each hospital. The determined thresholds can be used to set targets for each hospital AMS, providing a balance between access to these antibiotics versus controlling CRAb incidence. Solutions are needed to inform antimicrobial stewardship (AMS) regarding balancing the access to effective antimicrobials with the need to control antimicrobial resistance. Theoretical and mathematical models suggest a non-linear relationship between antibiotic use and resistance, indicating the existence of thresholds of antibiotic use beyond which resistance would be triggered. It is anticipated that thresholds may vary across populations depending on host, environment, and organism factors. Further research is needed to evaluate thresholds in antibiotic use for a specific pathogen across different settings. The objective of this study is to identify thresholds of population antibiotic use associated with the incidence of carbapenem-resistant (CRAb) across six hospital sites in Oman. The study was an ecological, multi-centre evaluation that involved collecting historical antibiotic use and CRAb incidence over the period from January 2015 to December 2019. By using non-linear time-series analysis, we identified different thresholds in the use of third-generation cephalosporins, piperacillin-tazobactam, aminoglycoside, and fluoroquinolones across participating hospitals. The identification of different thresholds emphasises the need for tailored analysis based on modelling data from each hospital. The determined thresholds can be used to set targets for each hospital AMS, providing a balance between access to these antibiotics versus controlling CRAb incidence. |
Author | Conway, Barbara R Al-Hashimy, Zainab Said Al Mawali, Ghalib Zahran Aldeyab, Mamoon A Khamis, Faryal Gould, Ian Al Alawi, Said Salim Al Mamari, Mohammed Said Lattyak, William J López-Lozano, José-María Lattyak, Elizabeth A Al Maashani, Aisha Mahad Al-Yaqoobi, Mubarak Aldiab, Motasem Al Hadhrami, Yaqoob Said |
AuthorAffiliation | 3 Institute of Skin Integrity and Infection Prevention, University of Huddersfield, Huddersfield HD1 3DH, UK 1 Directorate of Pharmacy and Medical Stores, Khawlah Hospital, Muscat P.O. Box 90, Oman; zainab.alhashimy@outlook.com 14 Biomedical Research Institute of Murcia (IMIB-Arrixaca), 30120 Murcia, Spain; josemaria.lopezl@um.es 5 Adult Infectious Disease, Department of Medicine, Royal Hospital, Muscat P.O. Box 1331, Oman; khami001@gmail.com 12 Department of Computing, British Columbia Institute of Technology, Vancouver, BC V6B 3H6, Canada; motasem.aldiab@gmail.com 7 Department of Pharmacy and Medical Store, As Sultan Qaboos Hospital, Salalah P.O. Box 98, Oman; amsa4383@gmail.com 8 Department of Pharmacy and Medical Store, Nizwa Hospital, Nizwa P.O. Box 1222, Oman; yaqoob_999@hotmail.com 13 Medical Microbiology Department, Aberdeen Royal Infirmary, Aberdeen AB25 2ZN, UK; i.m.gould@abdn.ac.uk 10 Department of Pharmacy and Medical Store, Ibra Hospital, Ibra P.O. Box 162, Oman; almammri333@hotma |
AuthorAffiliation_xml | – name: 3 Institute of Skin Integrity and Infection Prevention, University of Huddersfield, Huddersfield HD1 3DH, UK – name: 9 Department of Pharmacy and Medical Store, Sur Hospital, Sur P.O. Box 966, Oman; cheedy7801@gmail.com – name: 13 Medical Microbiology Department, Aberdeen Royal Infirmary, Aberdeen AB25 2ZN, UK; i.m.gould@abdn.ac.uk – name: 14 Biomedical Research Institute of Murcia (IMIB-Arrixaca), 30120 Murcia, Spain; josemaria.lopezl@um.es – name: 2 Department of Pharmacy, School of Applied Sciences, University of Huddersfield, Huddersfield HD1 3DH, UK; b.r.conway@hud.ac.uk – name: 5 Adult Infectious Disease, Department of Medicine, Royal Hospital, Muscat P.O. Box 1331, Oman; khami001@gmail.com – name: 12 Department of Computing, British Columbia Institute of Technology, Vancouver, BC V6B 3H6, Canada; motasem.aldiab@gmail.com – name: 11 Scientific Computing Associates Corp., River Forest, IL 60305, USA; blattyak@scausa.com (W.J.L.); elizabeth.lattyak@sbcglobal.net (E.A.L.) – name: 15 Research Group on Health Sciences Data Analysis, Universidad de Murcia, 30003 Murcia, Spain – name: 8 Department of Pharmacy and Medical Store, Nizwa Hospital, Nizwa P.O. Box 1222, Oman; yaqoob_999@hotmail.com – name: 6 Pharmaceutical Care Department, Royal Hospital, Muscat P.O. Box 1331, Oman; gmaawaly@gmail.com – name: 10 Department of Pharmacy and Medical Store, Ibra Hospital, Ibra P.O. Box 162, Oman; almammri333@hotmail.com – name: 7 Department of Pharmacy and Medical Store, As Sultan Qaboos Hospital, Salalah P.O. Box 98, Oman; amsa4383@gmail.com – name: 1 Directorate of Pharmacy and Medical Stores, Khawlah Hospital, Muscat P.O. Box 90, Oman; zainab.alhashimy@outlook.com – name: 4 Directorate of Laboratories, Department of Microbiology, Khawlah Hospital, Muscat P.O. Box 90, Oman; mubarak18@gmail.com |
Author_xml | – sequence: 1 givenname: Zainab Said orcidid: 0000-0003-3779-1427 surname: Al-Hashimy fullname: Al-Hashimy, Zainab Said organization: Department of Pharmacy, School of Applied Sciences, University of Huddersfield, Huddersfield HD1 3DH, UK – sequence: 2 givenname: Barbara R orcidid: 0000-0001-5570-3318 surname: Conway fullname: Conway, Barbara R organization: Institute of Skin Integrity and Infection Prevention, University of Huddersfield, Huddersfield HD1 3DH, UK – sequence: 3 givenname: Mubarak surname: Al-Yaqoobi fullname: Al-Yaqoobi, Mubarak organization: Directorate of Laboratories, Department of Microbiology, Khawlah Hospital, Muscat P.O. Box 90, Oman – sequence: 4 givenname: Faryal orcidid: 0000-0002-5107-921X surname: Khamis fullname: Khamis, Faryal organization: Adult Infectious Disease, Department of Medicine, Royal Hospital, Muscat P.O. Box 1331, Oman – sequence: 5 givenname: Ghalib Zahran surname: Al Mawali fullname: Al Mawali, Ghalib Zahran organization: Pharmaceutical Care Department, Royal Hospital, Muscat P.O. Box 1331, Oman – sequence: 6 givenname: Aisha Mahad surname: Al Maashani fullname: Al Maashani, Aisha Mahad organization: Department of Pharmacy and Medical Store, As Sultan Qaboos Hospital, Salalah P.O. Box 98, Oman – sequence: 7 givenname: Yaqoob Said surname: Al Hadhrami fullname: Al Hadhrami, Yaqoob Said organization: Department of Pharmacy and Medical Store, Nizwa Hospital, Nizwa P.O. Box 1222, Oman – sequence: 8 givenname: Said Salim surname: Al Alawi fullname: Al Alawi, Said Salim organization: Department of Pharmacy and Medical Store, Sur Hospital, Sur P.O. Box 966, Oman – sequence: 9 givenname: Mohammed Said surname: Al Mamari fullname: Al Mamari, Mohammed Said organization: Department of Pharmacy and Medical Store, Ibra Hospital, Ibra P.O. Box 162, Oman – sequence: 10 givenname: William J surname: Lattyak fullname: Lattyak, William J organization: Scientific Computing Associates Corp., River Forest, IL 60305, USA – sequence: 11 givenname: Elizabeth A surname: Lattyak fullname: Lattyak, Elizabeth A organization: Scientific Computing Associates Corp., River Forest, IL 60305, USA – sequence: 12 givenname: Motasem surname: Aldiab fullname: Aldiab, Motasem organization: Department of Computing, British Columbia Institute of Technology, Vancouver, BC V6B 3H6, Canada – sequence: 13 givenname: Ian surname: Gould fullname: Gould, Ian organization: Medical Microbiology Department, Aberdeen Royal Infirmary, Aberdeen AB25 2ZN, UK – sequence: 14 givenname: José-María orcidid: 0000-0003-0145-0487 surname: López-Lozano fullname: López-Lozano, José-María organization: Research Group on Health Sciences Data Analysis, Universidad de Murcia, 30003 Murcia, Spain – sequence: 15 givenname: Mamoon A orcidid: 0000-0001-8148-7612 surname: Aldeyab fullname: Aldeyab, Mamoon A organization: Department of Pharmacy, School of Applied Sciences, University of Huddersfield, Huddersfield HD1 3DH, UK |
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CitedBy_id | crossref_primary_10_1080_14787210_2023_2263642 crossref_primary_10_3390_antibiotics11081076 crossref_primary_10_1186_s12931_023_02624_x crossref_primary_10_3390_antibiotics11091250 crossref_primary_10_1080_14787210_2023_2224961 |
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Keywords | carbapenem-resistant Enterobacteriaceae Acinetobacter baumannii thresholds alcohol-based hand rub antibiotic consumption antibacterial agents hand sanitizers antibiotic stewardship non-linear time-series analysis |
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Title | Identifying Targets for Antibiotic Use for the Management of Carbapenem-Resistant Acinetobacter baumannii (CRAb) in Hospitals-A Multi-Centre Nonlinear Time-Series Study |
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