NT5C and idiopathic pulmonary fibrosis: In summary, core targets with high predictive value were screened out by machine learning algorithms, and molecular docking verified the interaction ability between CDN and these targets, laying a foundation for in-depth exploration of the therapeutic mechanism of CDN in IPF.