Notably, the genetic variations in MUC5B and DSP genes exhibit significant correlations with DNA methylation 36, suggesting that multiple genetic factors may interact synergistically to influence the development and progression of IPF. Here, DSP is linked to idiopathic pulmonary fibrosis.