TNF and infection: Three upregulated cytokines, il-1b (18.09 ± 0.7539-fold change), il-6 (49.40 ± 1.641-fold change), and tnf-a (79.59 ± 6.921-fold change), indicated significant pulmonary inflammation levels post infection.