Modelling the epidemiology of Escherichia coli ST131 and the impact of interventions on the community and healthcare centres
2016
Talaminos Barroso, Alejandro | López Cerero, Lorena | Calvillo Arbizu, Jorge | Pascual Hernández, Álvaro | Roa Romero, Laura María | Rodríguez-Baño, Jesús | Universidad de Sevilla. Departamento de Ingeniería de Sistemas y Automática | Universidad de Sevilla. Departamento de Ingeniería Telemática | Universidad de Sevilla. Departamento de Microbiología | Universidad de Sevilla. Departamento de Medicina | Universidad de Sevilla. TIC203: Ingenieria Biomédica | Ministerio de Economía y Competitividad (MINECO). España | Instituto de Salud Carlos III | European Commission (EC). Fondo Europeo de Desarrollo Regional (FEDER) | Red Española de Investigación en Enfermedades Infecciosas | Fondo de Investigación Sanitaria | Junta de Andalucía
ST131 Escherichia coli is an emergent clonal group that has achieved successful worldwide spread through a combination of virulence and antimicrobial resistance. Our aim was to develop a mathematical model, based on current knowledge of the epidemiology of ESBL-producing and non-ESBL-producing ST131 E. coli, to provide a framework enabling a better understanding of its spread within the community, in hospitals and long-term care facilities, and the potential impact of specific interventions on the rates of infection. A model belonging to the SEIS (Susceptible–Exposed–Infected–Susceptible) class of compartmental models, with specific modifications, was developed. Quantification of the model is based on the law of mass preservation, which helps determine the relationships between flows of individuals and different compartments. Quantification is deterministic or probabilistic depending on subpopulation size. The assumptions for the model are based on several developed epidemiological studies. Based on the assumptions of the model, an intervention capable of sustaining a 25% reduction in personto- person transmission shows a significant reduction in the rate of infections caused by ST131; the impact is higher for non-ESBL-producing ST131 isolates than for ESBL producers. On the other hand, an isolated intervention reducing exposure to antimicrobial agents has much more limited impact on the rate of ST131 infection. Our results suggest that interventions achieving a continuous reduction in the transmission of ST131 in households, nursing homes and hospitals offer the best chance of reducing the burden of the infections caused by these isolates.
显示更多 [+] 显示较少 [-]Red Española de Investigación en Enfermedades Infecciosas REIPI RD12 / 0015
显示更多 [+] 显示较少 [-]Fondo de Investigación Sanitaria 070190
显示更多 [+] 显示较少 [-]Fondo de Investigación Sanitaria 10/02021
显示更多 [+] 显示较少 [-]Fondo de Investigación Sanitaria 10/01955
显示更多 [+] 显示较少 [-]Fondo de Investigación Sanitaria 10/00795
显示更多 [+] 显示较少 [-]Junta de Andalucía 0048/2008
显示更多 [+] 显示较少 [-]Junta de Andalucía CTS-5259
显示更多 [+] 显示较少 [-]Junta de Andalucía CTS210
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