By: Diana Erazo, Luke Grant, Guillaume Ghisbain, Giovanni Marini, Felipe J. Colón-González, William Wint, Annapaola Rizzoli, Wim Van Bortel, Chantal B. F. Vogels, Nathan D. Grubaugh, Matthias Mengel, Katja Frieler, Wim Thiery & Simon Dellicour
In a recent study published this week in the journal Nature Communications, researchers from the Spatial Epidemiology Lab (SpELL, https://spell.ulb.be/) of the University of Brussels (ULB) and their collaborators demonstrate the contribution of climate change to the spatial expansion of West Nile virus in Europe, a virus that constitutes a new public health threat in the continent. Their findings highlight a notable increase in the area ecologically suitable for the virus circulation since the beginning of last century and an increase in the human population at risk of exposure, due in part to climate change.
West Nile virus is an emerging pathogen in Europe and represents a public health threat in previously non-affected European countries. Occurring in a cycle involving transmission between bird and mosquito species, this virus can be transmitted to humans by mosquitoes and induce West Nile fever. While most human infections are asymptomatic, around 25% of victims develop symptoms such as fever and headache, and less than 1% develop more severe neurological complications that can lead to death.
The Flemish Supercomputer Centre (VSC) is an essential tool in the climate modellers work. Since our study is the result of an interdisciplinary effort, involving epidemiology and climate science, the VSC computational resources and services played a crucial role in facilitating our research.
While climate change has been cited as a potential driver of the emergence of the West Nile virus on the European continent, a formal evaluation of this causal relationship was lacking. In a study published in the journal Nature Communications, researchers from the University of Brussels (ULB) – Diana Erazo and Simon Dellicour from the Spatial Epidemiology Laboratory – and their collaborators investigated the extent to which West Nile virus spatial expansion in Europe can be attributed to climate change while accounting for other direct human influences such as land use and human population changes.
To this end, they adopted a machine learning approach to predict the risk of local West Nile virus circulation given local environmental conditions. They subsequently unravelled the isolated effect of climate change by comparing factual simulations to a counterfactual where climate change had been removed.
“Our results point towards a significant responsibility of climate change in the establishment of West Nile virus in the south-eastern part of the continent. In particular, we identify that current West Nile virus hotspots in Europe are most likely to be attributed to climate change” explains Diana Erazo, first author of the study and post-doctoral researcher at the Spatial Epidemiology Lab. “Our results also demonstrate a recent and drastic increase in the population at risk of exposure. While this increase is partly due to an increase in population density, we show that climate change has also been a critical factor driving the risk of West Nile virus exposure in Europe.”
Illustration: estimated changes in the risk of local West Nile virus circulation since the beginning of last century across the European continent. The successive maps display the estimated evolution of ecological suitability based on actual environmental data (a) and a counterfactual scenario representing a world without climate change (b).
Made possible by the collaboration of researchers with different expertise, the study is also the result of an interdisciplinary approach. “Our work illustrates how climate data could be effectively used in an epidemiological context by estimating the past and present-day ecological suitability of the virus, filling another analytical gap between climate science and epidemiology” says Simon Dellicour, supervisor of the study and head of the Spatial Epidemiology Lab. “With climate change emerging as a critical public health challenge, future work should explore the evolution of infectious disease distributions under different scenarios of future climate change to inform surveillance and intervention strategies.”
Scientific contacts: Dr Diana Erazo and Dr Simon Dellicour from the Spatial Epidemiology Lab (SpELL, https ://spell.ulb.be/). E-mails: diana.erazo@ulb.be and simon.dellicour@ulb.be
Reference: Erazo D, Grant L, Ghisbain G, Marini G, Colón-González FJ, Wint W, Rizzoli A, Van Bortel W, Vogels CBF, Grubaugh ND, Mengel M, Frieler K, Thiery W, Dellicour S (2024). Contribution of climate change to the spatial expansion of West Nile virus in Europe. Nature Communications, in press. https://doi.org/10.1038/s41467-024-45290-3