Access
To read this story in full you will need to login or make a payment (see right).
Letters to Nature
Nature 427, 344-347 (22 January 2004) | doi:10.1038/nature02225; Received 18 August 2003; Accepted 20 November 2003
Open Innovation Challenges
-
Single-cell Analysis Platform
This Challenge is looking for novel approaches to analyzing changes at a single-cell level. This is...
-
Methods to Analyze Consumer Emotions
The Seeker is looking for methods to analyze consumer emotions. This Challenge requires only a writ...
nature jobs
Assistant Manager-Pharma / CRO-Global Strategic Sourcing
- Varda Biotech
- Mumbai India
Postdoctoral Fellow in Immunology
- The Scripps Research Institute
- N Torrey Pines Rd, San Diego, CA, USA
Travelling waves in the occurrence of dengue haemorrhagic fever in Thailand
Derek A.T. Cummings1,2, Rafael A. Irizarry3, Norden E. Huang4, Timothy P. Endy5, Ananda Nisalak6, Kumnuan Ungchusak7 & Donald S. Burke2
- Department of Geography and Environmental Engineering, Johns Hopkins University, Baltimore, Maryland 21218, USA
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland 21205, USA
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland 21205, USA
- Laboratory for Hydrospheric Processes/Oceans and Ice Branch, NASA Goddard Space Flight Center, Greenbelt, Maryland 20771, USA
- Virology Division, United States Army Medical Research Institute in Infectious Disease, Fort Detrick, Maryland 21702, USA
- Department of Virology, Armed Forces Research Institute of Medical Sciences, Bangkok 10400, Thailand
- Bureau of Epidemiology, Ministry of Public Health, Nonthaburi 11000, Thailand
Correspondence to: Donald S. Burke2 Email: dburke@jhsph.edu
Abstract
Dengue fever is a mosquito-borne virus that infects 50–100 million people each year1. Of these infections, 200,000–500,000 occur as the severe, life-threatening form of the disease, dengue haemorrhagic fever (DHF)2. Large, unanticipated epidemics of DHF often overwhelm health systems3. 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 decomposition4 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 dynamics5, 6. 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.
To read this story in full you will need to login or make a payment (see right).
MORE ARTICLES LIKE THIS
These links to content published by NPG are automatically generated.
RESEARCH
Factors influencing the population structure of Aedes aegypti from the main cities in CambodiaHeredity Original Article
Original antigenic sin and apoptosis in the pathogenesis of dengue hemorrhagic feverNature Medicine Article (01 Jul 2003)
See all 4 matches for Research
