Again, in line with our hypothesis of exaggerated responses to lung infection, many of the top upstream regulators identified by IPA were associated with enhanced inflammation (TNF, IFNG, and IL1B) and infection with Gram-negative bacteria (TLR4) (Table 1). Here, IFNG is linked to infection.