Can Human Movements Explain Heterogeneous Propagation of Dengue Fever in Cambodia?
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 sc...
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| Published in: | PLoS neglected tropical diseases Vol. 6; no. 12; p. e1957 |
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| Main Authors: | , , , , , |
| Format: | Journal Article |
| Language: | English |
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United States
Public Library of Science
01.12.2012
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| ISSN: | 1935-2735, 1935-2727, 1935-2735 |
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| Abstract | 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.
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.
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. |
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| AbstractList | 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. Methodsand 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. Dengue fever is a mosquito borne viral infection. It has become a major public health problem during the past decades: only 9 countries were affected in the 1970s; dengue is now endemic in more than 100 countries. In the absence of any vaccine or specific treatment, control of dengue fever is currently limited to vector control measures, which are difficult to implement and hardly sustainable, especially in low income countries. To implement efficient control measures, it is crucial to understand the dynamics of propagation of the disease and the key factors underlying these dynamics. In this study, data from 8-year national surveillance in Cambodia were analysed. Dengue fever follows a recurrent pattern of propagation at the national scale. The annual epidemics originate from a few rural areas identified in this work. This study also suggests additional evidence for the role of human movement in the spatial dynamics of the disease, which should be accounted for in control measures. These results differ from the current knowledge about dengue dynamics and are therefore of interest for future research. Background: Determining the factors underlying the long-range spatial spread of infectious diseases is a key issueregarding their control. Dengue is the most important arboviral disease worldwide and a major public health problem intropical areas. However the determinants shaping its dynamics at a national scale remain poorly understood. Here wedescribe the spatial-temporal pattern of propagation of annual epidemics in Cambodia and discuss the role that humanmovements play in the observed pattern.Methods and Findings: We used wavelet phase analysis to analyse time-series data of 105,598 hospitalized cases reportedbetween 2002 and 2008 in the 135 (/180) most populous districts in Cambodia. We reveal spatial heterogeneity in thepropagation of the annual epidemic. Each year, epidemics are highly synchronous over a large geographic area along thebusiest national road of the country whereas travelling waves emanate from a few rural areas and move slowly along theMekong River at a speed of ,11 km per week (95% confidence interval 3–18 km per week) towards the capital, PhnomPenh.Conclusions: We suggest human movements – using roads as a surrogate – play a major role in the spread of dengue feverat a national scale. These findings constitute a new starting point in the understanding of the processes driving denguespread. BackgroundDetermining 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 findingsWe 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.ConclusionsWe 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. 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.BACKGROUNDDetermining 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.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.METHODS AND FINDINGSWe 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.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.CONCLUSIONSWe 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. 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. 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. 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. 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. 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. |
| Audience | Academic |
| Author | Teurlai, Magali Vong, Sirenda Huy, Rekol Cazelles, Bernard Duboz, Raphaël Baehr, Christophe |
| AuthorAffiliation | 7 Météo France, CNRM, Toulouse, France 4 Ecologie & Evolution, UMR 7625, CNRS-UPMC-ENS, Paris, France 6 CIRAD UPR Agirs, Montpellier, France Duke University-National University of Singapore, Singapore 5 UMMISCO UMI 209 IRD - UPMC, Bondy, France 1 Epidemiology and Public Health Unit, Institut Pasteur du Cambodge, Phnom Penh, Cambodia 8 CNRS, GAME URA 1357, Toulouse, France 2 IRD UMR LOCEAN, UMR ESPACE-DEV, New-Caledonia, France 3 National Dengue Control Program, National Centre for Parasitology, Entomology and Malaria Control, Ministry of Health, Phnom Penh, Cambodia |
| AuthorAffiliation_xml | – name: 1 Epidemiology and Public Health Unit, Institut Pasteur du Cambodge, Phnom Penh, Cambodia – name: 6 CIRAD UPR Agirs, Montpellier, France – name: 2 IRD UMR LOCEAN, UMR ESPACE-DEV, New-Caledonia, France – name: 4 Ecologie & Evolution, UMR 7625, CNRS-UPMC-ENS, Paris, France – name: 8 CNRS, GAME URA 1357, Toulouse, France – name: 7 Météo France, CNRM, Toulouse, France – name: 3 National Dengue Control Program, National Centre for Parasitology, Entomology and Malaria Control, Ministry of Health, Phnom Penh, Cambodia – name: Duke University-National University of Singapore, Singapore – name: 5 UMMISCO UMI 209 IRD - UPMC, Bondy, France |
| Author_xml | – sequence: 1 givenname: Magali surname: Teurlai fullname: Teurlai, Magali – sequence: 2 givenname: Rekol surname: Huy fullname: Huy, Rekol – sequence: 3 givenname: Bernard surname: Cazelles fullname: Cazelles, Bernard – sequence: 4 givenname: Raphaël surname: Duboz fullname: Duboz, Raphaël – sequence: 5 givenname: Christophe surname: Baehr fullname: Baehr, Christophe – sequence: 6 givenname: Sirenda surname: Vong fullname: Vong, Sirenda |
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| Cites_doi | 10.1098/rsif.2007.0212 10.1038/414716a 10.1002/sim.4780080312 10.1073/pnas.0602960103 10.1093/oxfordjournals.aje.a114253 10.4269/ajtmh.1998.58.287 10.4269/ajtmh.2005.72.209 10.1186/1476-072X-8-68 10.1103/PhysRevE.84.011901 10.1126/science.1125237 10.1038/nature06958 10.1073/pnas.97.16.9335 10.1175/1520-0477(1998)079<0061:APGTWA>2.0.CO;2 10.1007/978-0-387-45972-1 10.1038/nature02225 |
| ContentType | Journal Article |
| Copyright | COPYRIGHT 2012 Public Library of Science 2012 Teurlai et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited: Teurlai M, Huy R, Cazelles B, Duboz R, Baehr C, et al. (2012) Can Human Movements Explain Heterogeneous Propagation of Dengue Fever in Cambodia? PLoS Negl Trop Dis 6(12): e1957. doi:10.1371/journal.pntd.0001957 Attribution 2012 Teurlai et al 2012 Teurlai et al |
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| DOI | 10.1371/journal.pntd.0001957 |
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| Keywords | Cambodia Dengue Humans Middle Aged Child, Preschool Infant Male Topography, Medical Young Adult Aged, 80 & over Transients & Migrants Time Factors Disease Outbreaks Adolescent Adult Female Aged Child Infant, Newborn |
| Language | English |
| License | Attribution: http://creativecommons.org/licenses/by This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. Creative Commons Attribution License |
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| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 PMCID: PMC3516584 Conceived and designed the experiments: MT BC SV. Analyzed the data: MT RH BC RD CB SV. Wrote the paper: MT RH BC RD CB SV. Provided the data: RH. Designed the toolbox to perform wavelet analysis: BC. The authors have declared that no competing interests exist. |
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| References | ref15 GM Vazquez-Prokopec (ref20) 2009; 8 ref11 DAT Cummings (ref7) 2004; 427 AC Morrison (ref23) 1998; 58 S Vong (ref18) 2010 DH Barmak (ref27) 2011; 84 ref17 WP Schmidt (ref19) 2011 C Viboud (ref25) 2006; 312 R Huy (ref2) 2010 SI Hay (ref3) 2000; 97 NA Honorio (ref24) 2009 KTD Thai (ref8) 2010 HJ Wearing (ref1) 2006; 103 B Cazelles (ref10) 2005 MP Mammen Jr (ref4) 2008 IM Longini (ref28) 1986; 123 DF Stroup (ref16) 1989; 8 MA Rabaa (ref9) 2010 LC Harrington (ref5) 2005; 72 C Torrence (ref12) 1998; 79 MC Gonzales (ref21) 2008; 453 B Cazelles (ref14) 2007; 4 ref6 B Adams (ref26) 2009 ST Stoddard (ref22) 2009 BT Grenfell (ref13) 2001; 414 16868086 - Proc Natl Acad Sci U S A. 2006 Aug 1;103(31):11802-7 10922081 - Proc Natl Acad Sci U S A. 2000 Aug 1;97(16):9335-9 19901983 - PLoS Negl Trop Dis. 2009;3(11):e545 15839751 - PLoS Med. 2005 Apr;2(4):e106 17301013 - J R Soc Interface. 2007 Aug 22;4(15):625-36 19621090 - PLoS Negl Trop Dis. 2009;3(7):e481 20668540 - PLoS Negl Trop Dis. 2010;4(7):e766 3946385 - Am J Epidemiol. 1986 Mar;123(3):383-91 11742391 - Nature. 2001 Dec 13;414(6865):716-23 2540519 - Stat Med. 1989 Mar;8(3):323-9; discussion 331-2 9546405 - Am J Trop Med Hyg. 1998 Mar;58(3):287-98 21867207 - Phys Rev E Stat Nonlin Soft Matter Phys. 2011 Jul;84(1 Pt 1):011901 15741559 - Am J Trop Med Hyg. 2005 Feb;72(2):209-20 18528393 - Nature. 2008 Jun 5;453(7196):779-82 18986209 - PLoS Med. 2008 Nov 4;5(11):e205 20644621 - PLoS Negl Trop Dis. 2010;4(7):e747 21918642 - PLoS Med. 2011 Aug;8(8):e1001082 14737166 - Nature. 2004 Jan 22;427(6972):344-7 19707544 - PLoS One. 2009;4(8):e6763 19948034 - Int J Health Geogr. 2009;8:68 21152061 - PLoS Negl Trop Dis. 2010;4(11):e903 16574822 - Science. 2006 Apr 21;312(5772):447-51 20865069 - Bull World Health Organ. 2010 Sep 1;88(9):650-7 |
| References_xml | – volume: 4 start-page: 625 year: 2007 ident: ref14 article-title: Time-dependent spectral analysis of epidemiological time-series with wavelets publication-title: J R Soc Interface doi: 10.1098/rsif.2007.0212 – volume: 414 start-page: 716 year: 2001 ident: ref13 article-title: Travelling waves and spatial hierarchies in measles epidemics publication-title: Nature doi: 10.1038/414716a – volume: 8 start-page: 323 year: 1989 ident: ref16 article-title: Detection of aberrations in the occurrence of notifiable diseases surveillance data publication-title: Stat Med doi: 10.1002/sim.4780080312 – year: 2009 ident: ref26 article-title: Man bites mosquito: understanding the contribution of human movement to vector-borne disease dynamics publication-title: PLoS One – volume: 103 start-page: 11802 year: 2006 ident: ref1 article-title: Ecological and immunological determinants of dengue epidemics publication-title: Proc Natl Acad Sci U S A doi: 10.1073/pnas.0602960103 – volume: 123 start-page: 383 year: 1986 ident: ref28 article-title: Predicting the global spread of new infectious agents publication-title: Am J Epidemiol doi: 10.1093/oxfordjournals.aje.a114253 – volume: 58 start-page: 287 year: 1998 ident: ref23 article-title: Exploratory space-time analysis of reported dengue cases during an outbreak in Florida, Puerto Rico, 1991–1992 publication-title: Am J Trop Med Hyg doi: 10.4269/ajtmh.1998.58.287 – year: 2009 ident: ref24 article-title: Spatial evaluation and modeling of dengue seroprevalence and vector density in Rio de Janeiro, Brazil publication-title: PLoS Negl Trop Dis – year: 2008 ident: ref4 article-title: Spatial and temporal clustering of dengue virus transmission in Thai villages publication-title: PLoS Med – year: 2010 ident: ref9 article-title: Phylogeography of recently emerged DENV-2 in southern Viet Nam publication-title: PLoS Negl Trop Dis – year: 2011 ident: ref19 article-title: Population density, water supply and the risk of dengue fever in Vietnam: cohort study and spatial analysis publication-title: PLoS Med – year: 2010 ident: ref18 article-title: Dengue incidence in urban and rural Cambodia: results from population-based active fever surveillance, 2006–2008 publication-title: PLoS Negl Trop Dis – volume: 72 start-page: 209 year: 2005 ident: ref5 article-title: Dispersal of the dengue vector Aedes aegypti within and between rural communities publication-title: Am J Trop Med Hyg doi: 10.4269/ajtmh.2005.72.209 – volume: 8 year: 2009 ident: ref20 article-title: Usefulness of commercially available GPS data-loggers for tracking human movement and exposure to dengue virus publication-title: International Journal of Health Geographics doi: 10.1186/1476-072X-8-68 – ident: ref11 – ident: ref15 – year: 2005 ident: ref10 article-title: Nonstationary influence of el Niño on the synchronous dengue epidemics in Thailand publication-title: PLoS Med – volume: 84 start-page: 011901 year: 2011 ident: ref27 article-title: Dengue epidemics and human mobility publication-title: Phys Rev E doi: 10.1103/PhysRevE.84.011901 – year: 2010 ident: ref2 article-title: National dengue surveillance in Cambodia 1980–2008: epidemiological and virological trends and the impact of vector control publication-title: Bull World Health Organ – ident: ref6 – year: 2010 ident: ref8 article-title: Dengue dynamics in Binh Thuan province, southern Vietnam: periodicity, synchronicity and climate variability publication-title: PLoS Negl Trop Dis – volume: 312 start-page: 447 year: 2006 ident: ref25 article-title: Synchrony, waves, and spatial hierarchies in the spread of influenza publication-title: Science doi: 10.1126/science.1125237 – year: 2009 ident: ref22 article-title: The role of human movement in the transmission of vector-borne pathogens publication-title: PLoS Negl Trop Dis – volume: 453 start-page: 779 year: 2008 ident: ref21 article-title: Understanding individual human mobility patterns publication-title: Nature doi: 10.1038/nature06958 – volume: 97 start-page: 9335 year: 2000 ident: ref3 article-title: Etiology of interepidemic periods of mosquito-borne disease publication-title: Proc Natl Acad Sci U S A doi: 10.1073/pnas.97.16.9335 – volume: 79 start-page: 61 year: 1998 ident: ref12 article-title: A practical guide to wavelet analysis publication-title: Bull Am Meteorol Soc doi: 10.1175/1520-0477(1998)079<0061:APGTWA>2.0.CO;2 – ident: ref17 doi: 10.1007/978-0-387-45972-1 – volume: 427 start-page: 344 year: 2004 ident: ref7 article-title: Travelling waves in the occurrence of dengue haemorrhagic fever in Thailand publication-title: Nature doi: 10.1038/nature02225 – reference: 10922081 - Proc Natl Acad Sci U S A. 2000 Aug 1;97(16):9335-9 – reference: 2540519 - Stat Med. 1989 Mar;8(3):323-9; discussion 331-2 – reference: 15839751 - PLoS Med. 2005 Apr;2(4):e106 – reference: 18528393 - Nature. 2008 Jun 5;453(7196):779-82 – reference: 20644621 - PLoS Negl Trop Dis. 2010;4(7):e747 – reference: 21152061 - PLoS Negl Trop Dis. 2010;4(11):e903 – reference: 21918642 - PLoS Med. 2011 Aug;8(8):e1001082 – reference: 11742391 - Nature. 2001 Dec 13;414(6865):716-23 – reference: 3946385 - Am J Epidemiol. 1986 Mar;123(3):383-91 – reference: 20865069 - Bull World Health Organ. 2010 Sep 1;88(9):650-7 – reference: 19901983 - PLoS Negl Trop Dis. 2009;3(11):e545 – reference: 19948034 - Int J Health Geogr. 2009;8:68 – reference: 20668540 - PLoS Negl Trop Dis. 2010;4(7):e766 – reference: 9546405 - Am J Trop Med Hyg. 1998 Mar;58(3):287-98 – reference: 16574822 - Science. 2006 Apr 21;312(5772):447-51 – reference: 17301013 - J R Soc Interface. 2007 Aug 22;4(15):625-36 – reference: 19707544 - PLoS One. 2009;4(8):e6763 – reference: 18986209 - PLoS Med. 2008 Nov 4;5(11):e205 – reference: 21867207 - Phys Rev E Stat Nonlin Soft Matter Phys. 2011 Jul;84(1 Pt 1):011901 – reference: 15741559 - Am J Trop Med Hyg. 2005 Feb;72(2):209-20 – reference: 14737166 - Nature. 2004 Jan 22;427(6972):344-7 – reference: 19621090 - PLoS Negl Trop Dis. 2009;3(7):e481 – reference: 16868086 - Proc Natl Acad Sci U S A. 2006 Aug 1;103(31):11802-7 |
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| Snippet | Determining the factors underlying the long-range spatial spread of infectious diseases is a key issue regarding their control. Dengue is the most important... Background: Determining the factors underlying the long-range spatial spread of infectious diseases is a key issue regarding their control. Dengue is the most... Background Determining the factors underlying the long-range spatial spread of infectious diseases is a key issue regarding their control. Dengue is the most... Background: Determining the factors underlying the long-range spatial spread of infectious diseases is a key issueregarding their control. Dengue is the most... Dengue fever is a mosquito borne viral infection. It has become a major public health problem during the past decades: only 9 countries were affected in the... BackgroundDetermining the factors underlying the long-range spatial spread of infectious diseases is a key issue regarding their control. Dengue is the most... Background Determining the factors underlying the long-range spatial spread of infectious diseases is a key issue regarding their control. Dengue is the most... |
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| SubjectTerms | Adolescent Adult Aged Aged, 80 and over Cambodia - epidemiology Care and treatment Child Child, Preschool Demographic aspects Dengue Dengue - epidemiology Dengue fever Diagnosis Disease Disease Outbreaks Driving ability Epidemics Female Geophysics Heterogeneity Hospitals Humans Infant Infant, Newborn Infectious diseases Male Mathematics Medicine Middle Aged Physics Propagation Public health Rural areas Time Factors Topography, Medical Transients and Migrants Tropical diseases Vaccines Vector-borne diseases Viral infections Viruses Young Adult |
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| Title | Can Human Movements Explain Heterogeneous Propagation of Dengue Fever in Cambodia? |
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