As described above, exogenous expression of IL-10, IL-37, or GM-CSF in the lungs of influenza-infected mice improved survival and recovery from infection (Huang et al., 2011; Dutta et al., 2015; Subramaniam et al., 2015; Qi et al., 2019). This evidence concerns the gene CSF2 and infection.