Predicting the effects of climate change on Schistosoma mansoni transmission in eastern Africa
Authored by Nicky McCreesh, Mark Booth, Grigory Nikulin
Date Published: 2015
DOI: 10.1186/s13071-014-0617-0
Sponsors:
European Union
Platforms:
NetLogo
Model Documentation:
Other Narrative
Model Code URLs:
Model code not found
Abstract
Background: Survival and fitness attributes of free-living and sporocyst
schistosome life-stages and their intermediate host snails are sensitive
to water temperature. Climate change may alter the geographical
distribution of schistosomiasis by affecting the suitability of
freshwater bodies for hosting parasite and snail populations.
Methods: We have developed an agent-based model of the
temperature-sensitive stages of the Schistosoma mansoni and intermediate
host snail lifecycles. The model was run using low, moderate and high
warming climate projections over eastern Africa. For each climate
projection, eight model scenarios were used to determine the sensitivity
of predictions to different relationships between air and water
temperature, and different snail mortality rates. Maps were produced
showing predicted changes in risk as a result of increasing temperatures
over the next 20 and 50 years.
Results: Baseline model output compared to prevalence data indicates
suitable temperatures are necessary but not sufficient for both S.
mansoni transmission and high infection prevalences. All else being
equal, infection risk may increase by up to 20\% over most of eastern
Africa over the next 20 and 50 years. Increases may be higher in Rwanda, Burundi, south-west Kenya and eastern Zambia, and S. mansoni may become
newly endemic in some areas. Results for 20-year projections are robust
to changes in simulated intermediate host snail habitat conditions.
There is greater uncertainty about the effects of different habitats on
changes in risk in 50 years' time.
Conclusions: Temperatures are likely to become suitable for increased S.
mansoni transmission over much of eastern Africa. This may reduce the
impact of control and elimination programmes. S. mansoni may also spread
to new areas outside existing control programmes. We call for increased
surveillance in areas defined as potentially suitable for emergent
transmission.
Tags
Epidemiology
Dynamics
China
Uganda
Intermediate host
Temperature
Diseases
Impact
Snails
River