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Cost-effectiveness analysis of whole-genome sequencing during an outbreak of carbapenem-resistant Acinetobacter baumannii
BACKGROUND: Whole-genome sequencing (WGS) shotgun metagenomics (metagenomics) attempts to sequence the entire genetic content straight from the sample. Diagnostic advantages lie in the ability to detect unsuspected, uncultivatable, or very slow-growing organisms. OBJECTIVE: To evaluate the clinical...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cambridge University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9495627/ https://www.ncbi.nlm.nih.gov/pubmed/36168472 http://dx.doi.org/10.1017/ash.2021.233 |
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author | Elliott, Thomas M. Harris, Patrick N. Roberts, Leah W. Doidge, Michelle Hurst, Trish Hajkowicz, Krispin Forde, Brian Paterson, David L. Gordon, Louisa G. |
author_facet | Elliott, Thomas M. Harris, Patrick N. Roberts, Leah W. Doidge, Michelle Hurst, Trish Hajkowicz, Krispin Forde, Brian Paterson, David L. Gordon, Louisa G. |
author_sort | Elliott, Thomas M. |
collection | PubMed |
description | BACKGROUND: Whole-genome sequencing (WGS) shotgun metagenomics (metagenomics) attempts to sequence the entire genetic content straight from the sample. Diagnostic advantages lie in the ability to detect unsuspected, uncultivatable, or very slow-growing organisms. OBJECTIVE: To evaluate the clinical and economic effects of using WGS and metagenomics for outbreak management in a large metropolitan hospital. DESIGN: Cost-effectiveness study. SETTING: Intensive care unit and burn unit of large metropolitan hospital. PATIENTS: Simulated intensive care unit and burn unit patients. METHODS: We built a complex simulation model to estimate pathogen transmission, associated hospital costs, and quality-adjusted life years (QALYs) during a 32-month outbreak of carbapenem-resistant Acinetobacter baumannii (CRAB). Model parameters were determined using microbiology surveillance data, genome sequencing results, hospital admission databases, and local clinical knowledge. The model was calibrated to the actual pathogen spread within the intensive care unit and burn unit (scenario 1) and compared with early use of WGS (scenario 2) and early use of WGS and metagenomics (scenario 3) to determine their respective cost-effectiveness. Sensitivity analyses were performed to address model uncertainty. RESULTS: On average compared with scenario 1, scenario 2 resulted in 14 fewer patients with CRAB, 59 additional QALYs, and $75,099 cost savings. Scenario 3, compared with scenario 1, resulted in 18 fewer patients with CRAB, 74 additional QALYs, and $93,822 in hospital cost savings. The likelihoods that scenario 2 and scenario 3 were cost-effective were 57% and 60%, respectively. CONCLUSIONS: The use of WGS and metagenomics in infection control processes were predicted to produce favorable economic and clinical outcomes. |
format | Online Article Text |
id | pubmed-9495627 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Cambridge University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-94956272022-09-26 Cost-effectiveness analysis of whole-genome sequencing during an outbreak of carbapenem-resistant Acinetobacter baumannii Elliott, Thomas M. Harris, Patrick N. Roberts, Leah W. Doidge, Michelle Hurst, Trish Hajkowicz, Krispin Forde, Brian Paterson, David L. Gordon, Louisa G. Antimicrob Steward Healthc Epidemiol Original Article BACKGROUND: Whole-genome sequencing (WGS) shotgun metagenomics (metagenomics) attempts to sequence the entire genetic content straight from the sample. Diagnostic advantages lie in the ability to detect unsuspected, uncultivatable, or very slow-growing organisms. OBJECTIVE: To evaluate the clinical and economic effects of using WGS and metagenomics for outbreak management in a large metropolitan hospital. DESIGN: Cost-effectiveness study. SETTING: Intensive care unit and burn unit of large metropolitan hospital. PATIENTS: Simulated intensive care unit and burn unit patients. METHODS: We built a complex simulation model to estimate pathogen transmission, associated hospital costs, and quality-adjusted life years (QALYs) during a 32-month outbreak of carbapenem-resistant Acinetobacter baumannii (CRAB). Model parameters were determined using microbiology surveillance data, genome sequencing results, hospital admission databases, and local clinical knowledge. The model was calibrated to the actual pathogen spread within the intensive care unit and burn unit (scenario 1) and compared with early use of WGS (scenario 2) and early use of WGS and metagenomics (scenario 3) to determine their respective cost-effectiveness. Sensitivity analyses were performed to address model uncertainty. RESULTS: On average compared with scenario 1, scenario 2 resulted in 14 fewer patients with CRAB, 59 additional QALYs, and $75,099 cost savings. Scenario 3, compared with scenario 1, resulted in 18 fewer patients with CRAB, 74 additional QALYs, and $93,822 in hospital cost savings. The likelihoods that scenario 2 and scenario 3 were cost-effective were 57% and 60%, respectively. CONCLUSIONS: The use of WGS and metagenomics in infection control processes were predicted to produce favorable economic and clinical outcomes. Cambridge University Press 2021-12-13 /pmc/articles/PMC9495627/ /pubmed/36168472 http://dx.doi.org/10.1017/ash.2021.233 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution and reproduction in any medium, provided the original article is properly cited. |
spellingShingle | Original Article Elliott, Thomas M. Harris, Patrick N. Roberts, Leah W. Doidge, Michelle Hurst, Trish Hajkowicz, Krispin Forde, Brian Paterson, David L. Gordon, Louisa G. Cost-effectiveness analysis of whole-genome sequencing during an outbreak of carbapenem-resistant Acinetobacter baumannii |
title | Cost-effectiveness analysis of whole-genome sequencing during an outbreak of carbapenem-resistant Acinetobacter baumannii
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title_full | Cost-effectiveness analysis of whole-genome sequencing during an outbreak of carbapenem-resistant Acinetobacter baumannii
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title_fullStr | Cost-effectiveness analysis of whole-genome sequencing during an outbreak of carbapenem-resistant Acinetobacter baumannii
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title_full_unstemmed | Cost-effectiveness analysis of whole-genome sequencing during an outbreak of carbapenem-resistant Acinetobacter baumannii
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title_short | Cost-effectiveness analysis of whole-genome sequencing during an outbreak of carbapenem-resistant Acinetobacter baumannii
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title_sort | cost-effectiveness analysis of whole-genome sequencing during an outbreak of carbapenem-resistant acinetobacter baumannii |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9495627/ https://www.ncbi.nlm.nih.gov/pubmed/36168472 http://dx.doi.org/10.1017/ash.2021.233 |
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