Literature DB >> 23933724

Spatially explicit conditions for waterborne pathogen invasion.

Marino Gatto1, Lorenzo Mari, Enrico Bertuzzo, Renato Casagrandi, Lorenzo Righetto, Ignacio Rodriguez-Iturbe, Andrea Rinaldo.   

Abstract

Waterborne pathogens cause many possibly lethal human diseases. We derive the condition for pathogen invasion and subsequent disease outbreak in a territory with specific, space-inhomogeneous characteristics (hydrological, ecological, demographic, and epidemiological). The criterion relies on a spatially explicit model accounting for the density of susceptible and infected individuals and the pathogen concentration in a network of communities linked by human mobility and the water system. Pathogen invasion requires that a dimensionless parameter, the dominant eigenvalue of a generalized reproductive matrix J0, be larger than unity. Conditions for invasion are studied while crucial parameters (population density distribution, contact and water contamination rates, pathogen growth rates) and the characteristics of the networks (connectivity, directional transport, water retention times, mobility patterns) are varied. We analyze both simple, prototypical test cases and realistic landscapes, in which optimal channel networks mimic the water systems and gravitational models describe human mobility. Also, we show that the dominant eigenvector of J0 effectively portrays the geography of epidemic outbreaks, that is, the areas of the studied territory that will be initially affected by an epidemic. This is important for planning an efficient spatial allocation of interventions (e.g., improving sanitation and providing emergency aid and medicines).

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Year:  2013        PMID: 23933724     DOI: 10.1086/671258

Source DB:  PubMed          Journal:  Am Nat        ISSN: 0003-0147            Impact factor:   3.926


  12 in total

1.  River networks as ecological corridors: A coherent ecohydrological perspective.

Authors:  Andrea Rinaldo; Marino Gatto; Ignacio Rodriguez-Iturbe
Journal:  Adv Water Resour       Date:  2018-02       Impact factor: 4.510

2.  On the predictive ability of mechanistic models for the Haitian cholera epidemic.

Authors:  Lorenzo Mari; Enrico Bertuzzo; Flavio Finger; Renato Casagrandi; Marino Gatto; Andrea Rinaldo
Journal:  J R Soc Interface       Date:  2015-03-06       Impact factor: 4.118

3.  Evolution and selection of river networks: statics, dynamics, and complexity.

Authors:  Andrea Rinaldo; Riccardo Rigon; Jayanth R Banavar; Amos Maritan; Ignacio Rodriguez-Iturbe
Journal:  Proc Natl Acad Sci U S A       Date:  2014-02-03       Impact factor: 11.205

4.  Modeling environmentally mediated rotavirus transmission: The role of temperature and hydrologic factors.

Authors:  Alicia N M Kraay; Andrew F Brouwer; Nan Lin; Philip A Collender; Justin V Remais; Joseph N S Eisenberg
Journal:  Proc Natl Acad Sci U S A       Date:  2018-03-01       Impact factor: 11.205

Review 5.  Quantitative Microbial Risk Assessment and Infectious Disease Transmission Modeling of Waterborne Enteric Pathogens.

Authors:  Andrew F Brouwer; Nina B Masters; Joseph N S Eisenberg
Journal:  Curr Environ Health Rep       Date:  2018-06

6.  Health at the Sub-catchment Scale: Typhoid and Its Environmental Determinants in Central Division, Fiji.

Authors:  Aaron Peter Jenkins; Stacy Jupiter; Ute Mueller; Adam Jenney; Gandercillar Vosaki; Varanisese Rosa; Alanieta Naucukidi; Kim Mulholland; Richard Strugnell; Mike Kama; Pierre Horwitz
Journal:  Ecohealth       Date:  2016-08-24       Impact factor: 3.184

7.  Determinants of Short-term Movement in a Developing Region and Implications for Disease Transmission.

Authors:  Alicia N M Kraay; James Trostle; Andrew F Brouwer; William Cevallos; Joseph N S Eisenberg
Journal:  Epidemiology       Date:  2018-01       Impact factor: 4.822

8.  The epidemicity index of recurrent SARS-CoV-2 infections.

Authors:  Lorenzo Mari; Renato Casagrandi; Enrico Bertuzzo; Damiano Pasetto; Stefano Miccoli; Andrea Rinaldo; Marino Gatto
Journal:  Nat Commun       Date:  2021-05-12       Impact factor: 14.919

9.  A Theoretical Analysis of the Geography of Schistosomiasis in Burkina Faso Highlights the Roles of Human Mobility and Water Resources Development in Disease Transmission.

Authors:  Javier Perez-Saez; Lorenzo Mari; Enrico Bertuzzo; Renato Casagrandi; Susanne H Sokolow; Giulio A De Leo; Theophile Mande; Natalie Ceperley; Jean-Marc Froehlich; Mariam Sou; Harouna Karambiri; Hamma Yacouba; Amadou Maiga; Marino Gatto; Andrea Rinaldo
Journal:  PLoS Negl Trop Dis       Date:  2015-10-29

10.  Spread and dynamics of the COVID-19 epidemic in Italy: Effects of emergency containment measures.

Authors:  Marino Gatto; Enrico Bertuzzo; Lorenzo Mari; Stefano Miccoli; Luca Carraro; Renato Casagrandi; Andrea Rinaldo
Journal:  Proc Natl Acad Sci U S A       Date:  2020-04-23       Impact factor: 11.205

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