<h4>Introduction</h4>Tumor necrosis factor (TNF) is a key pro-inflammatory cytokine involved in various pulmonary diseases, including idiopathic pulmonary fibrosis (IPF), where it contributes to immune cell recruitment, tissue remodeling, and disease progression. The gene discussed is TNF; the disease is pulmonary fibrosis.