Given the potential role of Nrf2 in regulating PPARγ expression, future research exploring the molecular mechanisms of this interplay could provide valuable insights and uncover new therapeutic targets for IPF intervention. The gene discussed is NFE2L2; the disease is idiopathic pulmonary fibrosis.