Literature DB >> 34465207

Comparing approaches for modelling indirect contact transmission of infectious diseases.

Amanda M Wilson1,2,3, Mark H Weir4, Marco-Felipe King5, Rachael M Jones1,2.   

Abstract

Mathematical models describing indirect contact transmission are an important component of infectious disease mitigation and risk assessment. A model that tracks microorganisms between compartments by coupled ordinary differential equations or a Markov chain is benchmarked against a mechanistic interpretation of the physical transfer of microorganisms from surfaces to fingers and subsequently to a susceptible person's facial mucosal membranes. The primary objective was to compare these models in their estimates of doses and changes in microorganism concentrations on hands and fomites over time. The abilities of the models to capture the impact of episodic events, such as hand hygiene, and of contact patterns were also explored. For both models, greater doses were estimated for the asymmetrical scenarios in which a more contaminated fomite was touched more often. Differing representations of hand hygiene in the Markov model did not notably impact estimated doses but affected pathogen concentration dynamics on hands. When using the Markov model, losses due to hand hygiene should be handled as separate events as opposed to time-averaging expected losses. The discrete event model demonstrated the effect of hand-to-mouth contact timing on the dose. Understanding how model design influences estimated doses is important for advancing models as reliable risk assessment tools.

Entities:  

Keywords:  exposure; indirect contact; infectious disease modelling; virus

Mesh:

Year:  2021        PMID: 34465207      PMCID: PMC8437226          DOI: 10.1098/rsif.2021.0281

Source DB:  PubMed          Journal:  J R Soc Interface        ISSN: 1742-5662            Impact factor:   4.293


  37 in total

1.  Quantified outdoor micro-activity data for children aged 7-12-years old.

Authors:  Paloma I Beamer; Catherine E Luik; Robert A Canales; James O Leckie
Journal:  J Expo Sci Environ Epidemiol       Date:  2011-10-12       Impact factor: 5.563

2.  Modeling of human viruses on hands and risk of infection in an office workplace using micro-activity data.

Authors:  Paloma I Beamer; Kevin R Plotkin; Charles P Gerba; Laura Y Sifuentes; David W Koenig; Kelly A Reynolds
Journal:  J Occup Environ Hyg       Date:  2015       Impact factor: 2.155

3.  Longer Contact Times Increase Cross-Contamination of Enterobacter aerogenes from Surfaces to Food.

Authors:  Robyn C Miranda; Donald W Schaffner
Journal:  Appl Environ Microbiol       Date:  2016-10-14       Impact factor: 4.792

4.  Comparison of estimated norovirus infection risk reductions for a single fomite contact scenario with residual and nonresidual hand sanitizers.

Authors:  Amanda M Wilson; Kelly A Reynolds; Lee-Ann Jaykus; Blanca Escudero-Abarca; Charles P Gerba
Journal:  Am J Infect Control       Date:  2019-10-29       Impact factor: 2.918

5.  A Pilot Study on Integrating Videography and Environmental Microbial Sampling to Model Fecal Bacterial Exposures in Peri-Urban Tanzania.

Authors:  Timothy R Julian; Amy J Pickering
Journal:  PLoS One       Date:  2015-08-21       Impact factor: 3.240

6.  Modeling environmental contamination in hospital single- and four-bed rooms.

Authors:  M-F King; C J Noakes; P A Sleigh
Journal:  Indoor Air       Date:  2015-03-04       Impact factor: 5.770

7.  Exploring surface cleaning strategies in hospital to prevent contact transmission of methicillin-resistant Staphylococcus aureus.

Authors:  Hao Lei; Rachael M Jones; Yuguo Li
Journal:  BMC Infect Dis       Date:  2017-01-18       Impact factor: 3.090

8.  Frequency of hand-to-head, -mouth, -eyes, and -nose contacts for adults and children during eating and non-eating macro-activities.

Authors:  Amanda M Wilson; Marc P Verhougstraete; Paloma I Beamer; Marco-Felipe King; Kelly A Reynolds; Charles P Gerba
Journal:  J Expo Sci Environ Epidemiol       Date:  2020-07-15       Impact factor: 5.563

9.  Effects of patient room layout on viral accruement on healthcare professionals' hands.

Authors:  Amanda M Wilson; Marco-Felipe King; Martín López-García; Ian J Clifton; Jessica Proctor; Kelly A Reynolds; Catherine J Noakes
Journal:  Indoor Air       Date:  2021-04-29       Impact factor: 6.554

10.  Respirators, face masks, and their risk reductions via multiple transmission routes for first responders within an ambulance.

Authors:  Amanda M Wilson; Rachael M Jones; Veronica Lugo Lerma; Sarah E Abney; Marco-Felipe King; Mark H Weir; Jonathan D Sexton; Catherine J Noakes; Kelly A Reynolds
Journal:  J Occup Environ Hyg       Date:  2021-06-15       Impact factor: 2.155

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