Comparative transcriptomics reveal model-specific responses, immune and oxidative-stress programs in pneumonia versus extracellular matrix (ECM)-remodeling pathways in fibrosis, yet nearly half of all changes converge on a shared ANGPTL4-regulated network linking hypoxic, inflammatory, apoptotic, and stress response programs. The gene discussed is ANGPTL4; the disease is susceptibility to pneumonia measurement.