Interestingly, the genes strongly down regulated in the winter that did not show correlation with DWV include eater, PPO and PPOa, which belong to the cellular immune response, while the genes that do not show reduced expression during the winter and were positively associated with DWV, belong to the TOLL-IMD pathways involved in the humoral response to bacterial infection. Here, TLR4 is linked to bacterial infectious disease.