Seven hub genes, IL4, IL6, CSF2, IFNG, IL1B, TNF and IL17A, were responsible for Experimental Lung Inflammation, Pneumonitis, Pneumonia and Lobar Pneumonia. Here, TNF is linked to susceptibility to pneumonia measurement.