In essence, pulmonary infection with gram-negative bacteria in NSCLC patients results in TLR4 activation and IL-33 overexpression, promoting tumor progression and recurrence by enhancing cancer metabolic reprograming and cancer stem cell properties. The gene discussed is TLR4; the disease is cancer.