Traditionally biologists study organisms at separate levels, with few studies linking mechanistic aspects of gene function to the ecological niche of the organism and the environment. In this project, we will use a multi-level modelling approach and combine it with molecular biology and ecology to make causal connections between the gene function within an organism and the impact of this gene function on the pathogen distributions within whole countries.