TY - JOUR
T1 - Ecological niche modelling of potential West Nile virus vector mosquito species and their geographical association with equine epizootics in Italy
AU - Mughini-Gras, Lapo
AU - Mulatti, Paolo
AU - Severini, Francesco
AU - Boccolini, Daniela
AU - Romi, Roberto
AU - Bongiorno, Gioia
AU - Khoury, Cristina
AU - Bianchi, Riccardo
AU - Montarsi, Fabrizio
AU - Patregnani, Tommaso
AU - Bonfanti, Lebana
AU - Rezza, Giovanni
AU - Capelli, Gioia
AU - Busani, Luca
PY - 2014
Y1 - 2014
N2 - In Italy, West Nile virus (WNV) equine outbreaks have occurred annually since 2008. Characterizing WNV vector habitat requirements allows for the identification of areas at risk of viral amplification and transmission. Maxent-based ecological niche models were developed using literature records of 13 potential WNV Italian vector mosquito species to predict their habitat suitability range and to investigate possible geographical associations with WNV equine outbreak occurrence in Italy from 2008 to 2010. The contribution of different environmental variables to the niche models was also assessed. Suitable habitats for Culex pipiens, Aedes albopictus, and Anopheles maculipennis were widely distributed; Culex modestus, Ochlerotatus geniculatus, Ochlerotatus caspius, Coquillettidia richiardii, Aedes vexans, and Anopheles plumbeus were concentrated in north-central Italy; Aedes cinereus, Culex theileri, Ochlerotatus dorsalis, and Culiseta longiareolata were restricted to coastal/southern areas. Elevation, temperature, and precipitation variables showed the highest predictive power. Host population and landscape variables provided minor contributions. WNV equine outbreaks had a significantly higher probability to occur in habitats suitable for Cx. modestus and Cx. pipiens, providing circumstantial evidence that the potential distribution of these two species coincides geographically with the observed distribution of the disease in equines.
AB - In Italy, West Nile virus (WNV) equine outbreaks have occurred annually since 2008. Characterizing WNV vector habitat requirements allows for the identification of areas at risk of viral amplification and transmission. Maxent-based ecological niche models were developed using literature records of 13 potential WNV Italian vector mosquito species to predict their habitat suitability range and to investigate possible geographical associations with WNV equine outbreak occurrence in Italy from 2008 to 2010. The contribution of different environmental variables to the niche models was also assessed. Suitable habitats for Culex pipiens, Aedes albopictus, and Anopheles maculipennis were widely distributed; Culex modestus, Ochlerotatus geniculatus, Ochlerotatus caspius, Coquillettidia richiardii, Aedes vexans, and Anopheles plumbeus were concentrated in north-central Italy; Aedes cinereus, Culex theileri, Ochlerotatus dorsalis, and Culiseta longiareolata were restricted to coastal/southern areas. Elevation, temperature, and precipitation variables showed the highest predictive power. Host population and landscape variables provided minor contributions. WNV equine outbreaks had a significantly higher probability to occur in habitats suitable for Cx. modestus and Cx. pipiens, providing circumstantial evidence that the potential distribution of these two species coincides geographically with the observed distribution of the disease in equines.
KW - Animals
KW - Culicidae/virology
KW - Disease Outbreaks/statistics & numerical data
KW - Disease Transmission, Infectious/statistics & numerical data
KW - Ecosystem
KW - Horse Diseases/epidemiology
KW - Horses
KW - Insect Vectors/virology
KW - Italy/epidemiology
KW - West Nile Fever/transmission
U2 - 10.1007/s10393-013-0878-7
DO - 10.1007/s10393-013-0878-7
M3 - Article
C2 - 24121802
SN - 1612-9202
VL - 11
SP - 120
EP - 132
JO - EcoHealth
JF - EcoHealth
IS - 1
ER -