Please cite this article in press as: Stensgaard, A.-S., et al., Large-scale determinants of intestinal schistosomiasis and intermediate host snail
distribution across Africa: Does climate matter? Acta Trop. (2011), doi:10.1016/j.actatropica.2011.11.010
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Acta Tropica xxx (2011) xxx–xxx
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Acta Tropica
journa l h o me pa g e: www.elsevier.com/locate/actatropica
Large-scale determinants of intestinal schistosomiasis and intermediate host
snail distribution across Africa: Does climate matter?
1
2
Anna-Sofie Stensgaard
a,b,∗
, Jürg Utzinger
c,d
, Penelope Vounatsou
c,d
, Eveline Hürlimann
c,d
, Q1
Nadine Schur
c,d
, Christopher F.L. Saarnak
b
, Christopher Simoonga
e
, Patricia Mubita
f
,
Narcis B. Kabatereine
g
, Louis-Albert Tchuem Tchuenté
h,i,j
, Carsten Rahbek
a
, Thomas K. Kristensen
b
3
4
5
a
Center for Macroecology, Evolution and Climate, Department of Biology, University of Copenhagen, Universitetsparken 15, DK-2100 Copenhagen Ø, Denmark 6
b
DBL, Department of Veterinary Disease Biology, University of Copenhagen, Thorvaldsensvej 57, DK-1871 Frederiksberg C, Denmark 7
c
Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, P.O. Box, CH-4002 Basel, Switzerland 8
d
University of Basel, P.O. Box, CH-4003 Basel, Switzerland 9
e
Ministry of Health, P.O. Box 30205, 10101 Lusaka, Zambia 10
f
Department of Community Medicine, University of Zambia, P.O. Box 50110, 10101 Lusaka, Zambia 11
g
Vector Control Division, Ministry of Health, P.O. Box 1661, Kampala, Uganda 12
h
National Programme for the Control of Schistosomiasis and Intestinal Helminthiasis, Ministry of Public Health, Yaoundé, Cameroon 13
i
Laboratoire de Biologie Générale, Université de Yaoundé I, Yaoundé, Cameroon 14
j
Centre for Schistosomiasis and Parasitology, P.O. Box 7244, Yaoundé, Cameroon 15
16
a r t i c l e i n f o 17
18
Article history: 19
Received 1 March 2011 20
Received in revised form
15 November 2011
21
22
Accepted 18 November 2011 23
Available online xxx
24
Keywords: 25
Schistosomiasis, Schistosoma mansoni,
Intermediate host snail, Biomphalaria,
Disease ecology, Climate change, Species
distribution modelling, Growing degree
day, Africa
26
27
28
29
30
a b s t r a c t
The geographical ranges of most species, including many infectious disease agents and their vectors and
intermediate hosts, are assumed to be constrained by climatic tolerances, mainly temperature. It has
been suggested that global warming will cause an expansion of the areas potentially suitable for infec-
tious disease transmission. However, the transmission of infectious diseases is governed by a myriad of
ecological, economic, evolutionary and social factors. Hence, a deeper understanding of the total disease
system (pathogens, vectors and hosts) and its drivers is important for predicting responses to climate
change. Here, we combine a growing degree day model for Schistosoma mansoni with species distribu-
tion models for the intermediate host snail (Biomphalaria spp.) to investigate large-scale environmental
determinants of the distribution of the African S. mansoni-Biomphalaria system and potential impacts of
climatic changes. Snail species distribution models included several combinations of climatic and habitat-
related predictors; the latter divided into “natural” and “human-impacted” habitat variables to measure
anthropogenic influence. The predictive performance of the combined snail–parasite model was eval-
uated against a comprehensive compilation of historical S. mansoni parasitological survey records, and
then examined for two climate change scenarios of increasing severity for 2080. Future projections indi-
cate that while the potential S. mansoni transmission area expands, the snail ranges are more likely to
contract and/or move into cooler areas in the south and east. Importantly, we also note that even though
climate per se matters, the impact of humans on habitat play a crucial role in determining the distribution
of the intermediate host snails in Africa. Thus, a future contraction in the geographical range size of the
intermediate host snails caused by climatic changes does not necessarily translate into a decrease or
zero-sum change in human schistosomiasis prevalence.
© 2011 Elsevier B.V. All rights reserved.
1. Introduction 31
Climate change is currently ongoing (IPCC, 2007), and expected 32
to affect biological systems worldwide (Rosenzweig et al., 2008). 33
∗
Corresponding author at: Center for Macroecology, Evolution and Climate,
Department of Biology, University of Copenhagen, Universitetsparken 15, DK-2100
Copenhagen Ø, Denmark. Tel.: +45 3532 1262; fax: +45 3532 2321.
E-mail address: asstensgaard@bio.ku.dk (A.-S. Stensgaard).
Hence a better understanding of how climate – particularly rising 34
temperature – affects the frequency and transmission dynamics 35
of infectious diseases is an important public health issue (Haines 36
et al., 2009; Lafferty, 2009; Chaves and Koenraadt, 2010; Yang et al., 37
2010b). Conventionally, predicted risk profiles of climate-sensitive 38
infectious diseases have emphasised potential increases in disease 39
with climate change, even though recent studies noted range shifts 40
in disease distributions, rather than net expansions (Randolph, 41
2009; Ostfeld, 2009; Lafferty, 2009). Though complex and fraught 42
with uncertainties, understanding how species involved in disease 43
0001-706X/$ – see front matter © 2011 Elsevier B.V. All rights reserved.
doi:10.1016/j.actatropica.2011.11.010