Literature DB >> 35507091

Effect of Human Mobility on the Spatial Spread of Airborne Diseases: An Epidemic Model with Indirect Transmission.

Jummy F David1,2,3, Sarafa A Iyaniwura4.   

Abstract

We extended a class of coupled PDE-ODE models for studying the spatial spread of airborne diseases by incorporating human mobility. Human populations are modeled with patches, and a Lagrangian perspective is used to keep track of individuals' places of residence. The movement of pathogens in the air is modeled with linear diffusion and coupled to the SIR dynamics of each human population through an integral of the density of pathogens around the population patches. In the limit of fast diffusion pathogens, the method of matched asymptotic analysis is used to reduce the coupled PDE-ODE model to a nonlinear system of ODEs for the average density of pathogens in the air. The reduced system of ODEs is used to derive the basic reproduction number and the final size relation for the model. Numerical simulations of the full PDE-ODE model and the reduced system of ODEs are used to assess the impact of human mobility, together with the diffusion of pathogens on the dynamics of the disease. Results from the two models are consistent and show that human mobility significantly affects disease dynamics. In addition, we show that an increase in the diffusion rate of pathogen leads to a lower epidemic.
© 2022. The Author(s), under exclusive licence to Society for Mathematical Biology.

Entities:  

Keywords:  Airborne disease; Asymptotic analysis; Epidemics; Green’s function; Heterogeneous mixing; Human mobility; Indirect transmission

Mesh:

Year:  2022        PMID: 35507091      PMCID: PMC9066407          DOI: 10.1007/s11538-022-01020-8

Source DB:  PubMed          Journal:  Bull Math Biol        ISSN: 0092-8240            Impact factor:   3.871


  17 in total

1.  Transmission dynamics and control of severe acute respiratory syndrome.

Authors:  Marc Lipsitch; Ted Cohen; Ben Cooper; James M Robins; Stefan Ma; Lyn James; Gowri Gopalakrishna; Suok Kai Chew; Chorh Chuan Tan; Matthew H Samore; David Fisman; Megan Murray
Journal:  Science       Date:  2003-05-23       Impact factor: 47.728

Review 2.  Significance of fomites in the spread of respiratory and enteric viral disease.

Authors:  Stephanie A Boone; Charles P Gerba
Journal:  Appl Environ Microbiol       Date:  2007-01-12       Impact factor: 4.792

3.  A final size relation for epidemic models.

Authors:  Julien Arino; Fred Brauer; P van den Driessche; James Watmough; Jianhong Wu
Journal:  Math Biosci Eng       Date:  2007-04       Impact factor: 2.080

4.  SIS and SIR Epidemic Models Under Virtual Dispersal.

Authors:  Derdei Bichara; Yun Kang; Carlos Castillo-Chavez; Richard Horan; Charles Perrings
Journal:  Bull Math Biol       Date:  2015-10-21       Impact factor: 1.758

5.  Epidemic models with heterogeneous mixing and treatment.

Authors:  Fred Brauer
Journal:  Bull Math Biol       Date:  2008-07-29       Impact factor: 1.758

6.  A novel approach to modelling the spatial spread of airborne diseases: an epidemic model with indirect transmission.

Authors:  Jummy F David; Sarafa A Iyaniwura; Michael J Ward; Fred Brauer
Journal:  Math Biosci Eng       Date:  2020-04-27       Impact factor: 2.080

7.  Hyperinfectivity: a critical element in the ability of V. cholerae to cause epidemics?

Authors:  David M Hartley; J Glenn Morris; David L Smith
Journal:  PLoS Med       Date:  2005-12-06       Impact factor: 11.069

8.  A final size relation for epidemic models of vector-transmitted diseases.

Authors:  Fred Brauer
Journal:  Infect Dis Model       Date:  2016-12-12

9.  The Final Size of a Serious Epidemic.

Authors:  Fred Brauer
Journal:  Bull Math Biol       Date:  2018-12-07       Impact factor: 1.758

Review 10.  Cholera transmission: the host, pathogen and bacteriophage dynamic.

Authors:  Eric J Nelson; Jason B Harris; J Glenn Morris; Stephen B Calderwood; Andrew Camilli
Journal:  Nat Rev Microbiol       Date:  2009-10       Impact factor: 60.633

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