The association of melioidosis with climatic factors in Darwin, Australia: A 23-year time-series analysis

Mirjam Kaestli, EPM Grist, Linda Ward, Audrey Hill, Mark Mayo, Bart Currie

Research output: Contribution to journalArticle

Abstract

Objectives: Melioidosis is an often fatal disease in humans and animals and endemic in Southeast Asia and northern Australia. It is caused by the environmental bacterium Burkholderia pseudomallei. We analysed weather and climate factors preceding new melioidosis cases in Darwin and compared the time between weather event and admission to hospital for severe and average wet season rainfall. 

Methods: In a time-series analysis from 1990 to 2013 we applied a boosted regression tree and a negative binomial model to investigate the association between melioidosis cases and weather events. Fitted Fourier terms controlled for long-term seasonal trends. 

Results: We found a rise in the dew point, cloud cover, rainfall, maximum temperature and groundwater to be associated with an increased risk to acquire melioidosis. A shorter 'putative' incubation period was evident after severe rainfall events. Rainfall occurring early in the wet season was linked to more cases as was an increase in the local sea surface temperature reflecting local weather dynamics and precipitation. 

Conclusions: Our findings demonstrate a statistical association between frequency of recorded melioidosis cases and the nature and timing of rainfall related events and suggest a future rise in the sea surface and ambient temperature may lead to increased melioidosis. 

Original languageEnglish
Pages (from-to)687-697
Number of pages11
JournalJournal of Infection
Volume72
Issue number6
DOIs
Publication statusPublished - 2016

Fingerprint Dive into the research topics of 'The association of melioidosis with climatic factors in Darwin, Australia: A 23-year time-series analysis'. Together they form a unique fingerprint.

  • Cite this