Urbanization affects peak timing, prevalence, and bimodality of influenza pandemics in Australia: Results of a census-calibrated model
Tóm tắt
Simulations associate urbanization with earlier peaks, higher peak prevalence, and shifting bimodality of pandemics in Australia.
Từ khóa
Tài liệu tham khảo
United Nations Department of Economic and Social Affairs Population Division World Urbanization Prospects: The 2014 Revision Highlights (United Nations 2014).
World Health Organization Our cities our health our future: Acting on social determinants for health equity in urban settings. Report to the WHO Commission on Social Determinants of Health from the Knowledge Network on Urban Settings (World Health Organization 2008).
S. Eubank, H. Guclu, V. S. A. Kumar, M. V. Marathe, A. Srinivasan, Z. Toroczkai, N. Wang, Modelling disease outbreaks in realistic urban social networks. Nature 429, 180–184 (2004).
K. Yashima, A. Sasaki, Epidemic process over the commute network in a metropolitan area. PLOS ONE 9, e98518 (2014).
A. T. Newall P. A. Scuffham B. Hodgkinson Economic Report into the Cost of Influenza to the Australian Health System (National Institute of Clinical Studies 2007).
T. D. O’Rourke, Critical infrastructure, interdependencies, and resilience. Bridge 37, 22–29 (2007).
Australian Medical Association Public Hospital Report Card 2010. An AMA Analysis of Australia’s Public Hospital System (Australian Medical Association 2010).
P. C. Sprivulis, J.-A. Da Silva, I. G. Jacobs, G. A. Jelinek, A. R. L. Frazer, The association between hospital overcrowding and mortality among patients admitted via Western Australian emergency departments. Med. J. Aust. 184, 208–212 (2006).
J. F. Bishop, M. P. Murnane, R. Owen, Australia’s winter with the 2009 pandemic influenza A (H1N1) virus. N. Engl. J. Med. 361, 2591–2594 (2009).
Australian Government Department of Health Australian Influenza Surveillance Report and Activity Updates (2017); www.health.gov.au/flureport.
R. Itzwerth, A. Moa, C. R. MacIntyre, Australia’s influenza pandemic preparedness plans: An analysis. J. Public Health Policy 39, 111–124 (2018).
E. O. Nsoesie, J. S. Brownstein, N. Ramakrishnan, M. V. Marathe, A systematic review of studies on forecasting the dynamics of influenza outbreaks. Influenza Other Respi. Viruses 8, 309–316 (2014).
V. N. Petrova, C. A. Russell, The evolution of seasonal influenza viruses. Nat. Rev. Microbiol. 16, 47–60 (2018).
G. Chowell, C. Viboud, C. V. Munayco, J. Gómez, L. Simonsen, M. A. Miller, J. Tamerius, V. Fiestas, E. S. Halsey, V. A. Laguna-Torres, Spatial and temporal characteristics of the 2009 A/H1N1 influenza pandemic in Peru. PLOS ONE 6, e21287 (2011).
A. Choudhry, S. Singh, S. Khare, A. Rai, D. S. Rawat, R. K. Aggarwal, L. S. Chauhan, Emergence of pandemic 2009 influenza A H1N1, India. Indian J. Med. Res. 135, 534–537 (2012).
S. Echevarría-Zuno, J. M. Mejía-Aranguré, A. J. Mar-Obeso, C. Grajales-Muñíz, E. Robles-Pérez, M. González-León, M. C. Ortega-Alvárez, C. R. González-Bonilla, R. A. Rascón-Pacheco, V. H. Borja-Aburto, Infection and death from influenza A H1N1 virus in Mexico: A retrospective analysis. Lancet 374, 2072–2079 (2009).
L. J. Donaldson, P. D. Rutter, B. M. Ellis, F. E. C. Greaves, O. T. Mytton, R. G. Pebody, I. E. Yardley, Mortality from pandemic A/H1N1 2009 influenza in England: Public health surveillance study. Br. Med. J. 339, b5213 (2009).
A. C. Hayward, E. B. Fragaszy, A. Bermingham, L.-L. Wang, A. J. Copas, W. J. Edmunds, N. M. Ferguson, N. Goonetilleke, G. Harvey, J. Kovar, M. S. C. Lim, A. J. McMichael, E. R. C. Millett, J. S. Nguyen-Van-Tam, I. Nazareth, R. Pebody, F. Tabassum, J. M. Watson, F. B. Wurie, A. M. Johnson, M. C. Zambon, Comparative community burden and severity of seasonal and pandemic influenza: Results of the Flu Watch cohort study. Lancet Respir. Med. 2, 445–454 (2014).
M. A. Herrera-Valdez, M. Cruz-Aponte, C. Castillo-Chavez, Multiple outbreaks for the same pandemic: Local transportation and social distancing explain the different “waves” of A-H1N1pdm cases observed in México during 2009. Math. Biosci. Eng. 8, 21–48 (2011).
A. G. Hoen, T. J. Hladish, R. M. Eggo, M. Lenczner, J. S. Brownstein, L. A. Meyers, Epidemic wave dynamics attributable to urban community structure: A theoretical characterization of disease transmission in a large network. J. Med. Internet Res. 17, e169 (2015).
S. Cauchemez, A. Bhattarai, T. L. Marchbanks, R. P. Fagan, S. Ostroff, N. M. Ferguson, D. Swerdlow; Pennsylvania H1N1 Working Group, Role of social networks in shaping disease transmission during a community outbreak of 2009 H1N1 pandemic influenza. Proc. Natl. Acad. Sci. U.S.A. 108, 2825–2830 (2011).
T. C. Germann, K. Kadau, I. M. Longini Jr., C. A. Macken, Mitigation strategies for pandemic influenza in the United States. Proc. Natl. Acad. Sci. U.S.A. 103, 5935–5940 (2006).
M. E. Halloran, N. M. Ferguson, S. Eubank, I. M. Longini Jr., D. A. T. Cummings, B. Lewis, S. Xu, C. Fraser, A. Vullikanti, T. C. Germann, D. Wagener, R. Beckman, K. Kadau, C. Barrett, C. A. Macken, D. S. Burke, P. Cooley, Modeling targeted layered containment of an influenza pandemic in the United States. Proc. Natl. Acad. Sci. U.S.A. 105, 4639–4644 (2008).
O. M. Cliff, N. Harding, M. Piraveenan, E. Y. Erten, M. Gambhir, M. Prokopenko, Investigating spatiotemporal dynamics and synchrony of influenza epidemics in Australia: An agent-based modelling approach. Simul. Model. Pract. Theory 87, 412–431 (2018).
Australian Bureau of Statistics ABS Maps (2017); http://stat.abs.gov.au/itt/r.jsp?ABSMaps.
Australian Bureau of Statistics Regional Population Growth Australia 2016-17 Table 01. Estimated Resident Population by Remoteness Area (2018).
M. Piraveenan, M. Prokopenko, L. Hossain, Percolation centrality: Quantifying graph-theoretic impact of nodes during percolation in networks. PLOS ONE 8, e53095 (2013).
K. M. Fair C. Zachreson M. Prokopenko Creating a surrogate commuter network from Australian Bureau of Statistics census data; https://arxiv.org/abs/1808.09267 (2018).
Australian Curriculum Assessment and Reporting Authority ACARA Data Access Program (2017); www.acara.edu.au/contact-us/acara-data-access.
Australian Government Department of Infrastructure Regional Development and Cities Airport traffic data (2018); https://bitre.gov.au/publications/ongoing/airport_traffic_data.aspx.