Travelling waves in the occurrence of dengue haemorrhagic fever in Thailand - PubMed (original) (raw)
. 2004 Jan 22;427(6972):344-7.
doi: 10.1038/nature02225.
Affiliations
- PMID: 14737166
- DOI: 10.1038/nature02225
Free article
Travelling waves in the occurrence of dengue haemorrhagic fever in Thailand
Derek A T Cummings et al. Nature. 2004.
Free article
Abstract
Dengue fever is a mosquito-borne virus that infects 50-100 million people each year. Of these infections, 200,000-500,000 occur as the severe, life-threatening form of the disease, dengue haemorrhagic fever (DHF). Large, unanticipated epidemics of DHF often overwhelm health systems. An understanding of the spatial-temporal pattern of DHF incidence would aid the allocation of resources to combat these epidemics. Here we examine the spatial-temporal dynamics of DHF incidence in a data set describing 850,000 infections occurring in 72 provinces of Thailand during the period 1983 to 1997. We use the method of empirical mode decomposition to show the existence of a spatial-temporal travelling wave in the incidence of DHF. We observe this wave in a three-year periodic component of variance, which is thought to reflect host-pathogen population dynamics. The wave emanates from Bangkok, the largest city in Thailand, moving radially at a speed of 148 km per month. This finding provides an important starting point for detecting and characterizing the key processes that contribute to the spatial-temporal dynamics of DHF in Thailand.
Similar articles
- Temporal trends of dengue fever/dengue hemorrhagic fever in Bangkok, Thailand from 1981 to 2000: an age-period-cohort analysis.
Kongsomboon K, Singhasivanon P, Kaewkungwal J, Nimmannitya S, Mammen MP Jr, Nisalak A, Sawanpanyalert P. Kongsomboon K, et al. Southeast Asian J Trop Med Public Health. 2004 Dec;35(4):913-7. Southeast Asian J Trop Med Public Health. 2004. PMID: 15916090 - Global situation of dengue and dengue haemorrhagic fever, and its emergence in the Americas.
Pinheiro FP, Corber SJ. Pinheiro FP, et al. World Health Stat Q. 1997;50(3-4):161-9. World Health Stat Q. 1997. PMID: 9477544 Review. - The climatic factors influencing the occurrence of dengue hemorrhagic fever in Thailand.
Thammapalo S, Chongsuwiwatwong V, McNeil D, Geater A. Thammapalo S, et al. Southeast Asian J Trop Med Public Health. 2005 Jan;36(1):191-6. Southeast Asian J Trop Med Public Health. 2005. PMID: 15906666 - Spatial-temporal patterns of dengue in areas at risk of dengue hemorrhagic fever in Kaohsiung, Taiwan, 2002.
Wen TH, Lin NH, Chao DY, Hwang KP, Kan CC, Lin KC, Wu JT, Huang SY, Fan IC, King CC. Wen TH, et al. Int J Infect Dis. 2010 Apr;14(4):e334-43. doi: 10.1016/j.ijid.2009.06.006. Epub 2009 Aug 27. Int J Infect Dis. 2010. PMID: 19716331 - Alternate hypothesis on the pathogenesis of dengue hemorrhagic fever (DHF)/dengue shock syndrome (DSS) in dengue virus infection.
Noisakran S, Perng GC. Noisakran S, et al. Exp Biol Med (Maywood). 2008 Apr;233(4):401-8. doi: 10.3181/0707-MR-198. Exp Biol Med (Maywood). 2008. PMID: 18367628 Review.
Cited by
- The use of mobile phone data to inform analysis of COVID-19 pandemic epidemiology.
Grantz KH, Meredith HR, Cummings DAT, Metcalf CJE, Grenfell BT, Giles JR, Mehta S, Solomon S, Labrique A, Kishore N, Buckee CO, Wesolowski A. Grantz KH, et al. Nat Commun. 2020 Sep 30;11(1):4961. doi: 10.1038/s41467-020-18190-5. Nat Commun. 2020. PMID: 32999287 Free PMC article. Review. - Using heterogeneous data to identify signatures of dengue outbreaks at fine spatio-temporal scales across Brazil.
Castro LA, Generous N, Luo W, Pastore Y Piontti A, Martinez K, Gomes MFC, Osthus D, Fairchild G, Ziemann A, Vespignani A, Santillana M, Manore CA, Del Valle SY. Castro LA, et al. PLoS Negl Trop Dis. 2021 May 21;15(5):e0009392. doi: 10.1371/journal.pntd.0009392. eCollection 2021 May. PLoS Negl Trop Dis. 2021. PMID: 34019536 Free PMC article. - Multi-level analyses of spatial and temporal determinants for dengue infection.
Vanwambeke SO, van Benthem BH, Khantikul N, Burghoorn-Maas C, Panart K, Oskam L, Lambin EF, Somboon P. Vanwambeke SO, et al. Int J Health Geogr. 2006 Jan 18;5:5. doi: 10.1186/1476-072X-5-5. Int J Health Geogr. 2006. PMID: 16420702 Free PMC article. - Multiyear climate variability and dengue--El Niño southern oscillation, weather, and dengue incidence in Puerto Rico, Mexico, and Thailand: a longitudinal data analysis.
Johansson MA, Cummings DA, Glass GE. Johansson MA, et al. PLoS Med. 2009 Nov;6(11):e1000168. doi: 10.1371/journal.pmed.1000168. Epub 2009 Nov 17. PLoS Med. 2009. PMID: 19918363 Free PMC article. - Modelling Representative Population Mobility for COVID-19 Spatial Transmission in South Africa.
Potgieter A, Fabris-Rotelli IN, Kimmie Z, Dudeni-Tlhone N, Holloway JP, Janse van Rensburg C, Thiede RN, Debba P, Manjoo-Docrat R, Abdelatif N, Khuluse-Makhanya S. Potgieter A, et al. Front Big Data. 2021 Oct 22;4:718351. doi: 10.3389/fdata.2021.718351. eCollection 2021. Front Big Data. 2021. PMID: 34746771 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources