Therefore, elucidating changes in Notch 1 and Notch 4 signaling pathways in lung fibrosis, and their correlation with EndoMT, is crucial for halting further abnormal transdifferentiation and fibrotic lung disease progression, while preserving normal tissue remodeling. The gene discussed is NOTCH1; the disease is pulmonary fibrosis.