Can Human Movements Explain Heterogeneous Propagation of Dengue Fever in Cambodia?

Background Determining the factors underlying the long-range spatial spread of infectious diseases is a key issue regarding their control. Dengue is the most important arboviral disease worldwide and a major public health problem in tropical areas. However the determinants shaping its dynamics at a national scale remain poorly understood. Here we describe the spatial-temporal pattern of propagation of annual epidemics in Cambodia and discuss the role that human movements play in the observed pattern. Methods and Findings We used wavelet phase analysis to analyse time-series data of 105,598 hospitalized cases reported between 2002 and 2008 in the 135 (/180) most populous districts in Cambodia. We reveal spatial heterogeneity in the propagation of the annual epidemic. Each year, epidemics are highly synchronous over a large geographic area along the busiest national road of the country whereas travelling waves emanate from a few rural areas and move slowly along the Mekong River at a speed of ∼11 km per week (95% confidence interval 3–18 km per week) towards the capital, Phnom Penh. Conclusions We suggest human movements – using roads as a surrogate – play a major role in the spread of dengue fever at a national scale. These findings constitute a new starting point in the understanding of the processes driving dengue spread.

[1]  Alan L Rothman,et al.  Spatial and Temporal Clustering of Dengue Virus Transmission in Thai Villages , 2008, PLoS medicine.

[2]  D F Stroup,et al.  Detection of aberrations in the occurrence of notifiable diseases surveillance data. , 1989, Statistics in medicine.

[3]  Mark A. Miller,et al.  Synchrony, Waves, and Spatial Hierarchies in the Spread of Influenza , 2006, Science.

[4]  S I Hay,et al.  Etiology of interepidemic periods of mosquito-borne disease. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[5]  D H Barmak,et al.  Dengue epidemics and human mobility. , 2011, Physical review. E, Statistical, nonlinear, and soft matter physics.

[6]  E. Holmes,et al.  Phylogeography of Recently Emerged DENV-2 in Southern Viet Nam , 2010, PLoS neglected tropical diseases.

[7]  Philippe Buchy,et al.  Dengue Incidence in Urban and Rural Cambodia: Results from Population-Based Active Fever Surveillance, 2006–2008 , 2010, PLoS neglected tropical diseases.

[8]  T. Scott,et al.  Dispersal of the dengue vector Aedes aegypti within and between rural communities. , 2005, The American journal of tropical medicine and hygiene.

[9]  I M Longini,et al.  Predicting the global spread of new infectious agents. , 1986, American journal of epidemiology.

[10]  O. Bjørnstad,et al.  Travelling waves and spatial hierarchies in measles epidemics , 2001, Nature.

[11]  Albert-László Barabási,et al.  Understanding individual human mobility patterns , 2008, Nature.

[12]  P Reiter,et al.  Exploratory space-time analysis of reported dengue cases during an outbreak in Florida, Puerto Rico, 1991-1992. , 1998, The American journal of tropical medicine and hygiene.

[13]  U. Haque,et al.  Population Density, Water Supply, and the Risk of Dengue Fever in Vietnam: Cohort Study and Spatial Analysis , 2011, PLoS medicine.

[14]  Mario Chavez,et al.  Time-dependent spectral analysis of epidemiological time-series with wavelets , 2007, Journal of The Royal Society Interface.

[15]  Durrell D. Kapan,et al.  Man Bites Mosquito: Understanding the Contribution of Human Movement to Vector-Borne Disease Dynamics , 2009, PloS one.

[16]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[17]  K. Chan Singapore's dengue haemorrhagic fever control programme : a case study on the successful control of Aedes aegypti and Aedes albopictus using mainly environmental measures as a part of integrated vector control , 1985 .

[18]  Anthony J McMichael,et al.  Nonstationary Influence of El Niño on the Synchronous Dengue Epidemics in Thailand , 2005, PLoS medicine.

[19]  Uriel Kitron,et al.  The Role of Human Movement in the Transmission of Vector-Borne Pathogens , 2009, PLoS neglected tropical diseases.

[20]  R. Irizarry,et al.  Travelling waves in the occurrence of dengue haemorrhagic fever in Thailand , 2004, Nature.

[21]  Pejman Rohani,et al.  Ecological and immunological determinants of dengue epidemics. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[22]  C. Torrence,et al.  A Practical Guide to Wavelet Analysis. , 1998 .

[23]  Thomas W Scott,et al.  Usefulness of commercially available GPS data-loggers for tracking human movement and exposure to dengue virus , 2009 .

[24]  Bernard Cazelles,et al.  Dengue Dynamics in Binh Thuan Province, Southern Vietnam: Periodicity, Synchronicity and Climate Variability , 2010, PLoS neglected tropical diseases.

[25]  Weiqi Luo,et al.  Analysing ecological data , 2009 .

[26]  Cláudia Torres Codeço,et al.  Spatial Evaluation and Modeling of Dengue Seroprevalence and Vector Density in Rio de Janeiro, Brazil , 2009, PLoS neglected tropical diseases.

[27]  P. Buchy,et al.  National dengue surveillance in Cambodia 1980-2008: epidemiological and virological trends and the impact of vector control. , 2010, Bulletin of the World Health Organization.