NFE2L2 and idiopathic pulmonary fibrosis: Zhang et al. (Zhang et al., 2018b) discovered that avoiding NUMB expression abnormalities by activating the NRF2 antioxidant pathway inhibited epithelial–mesenchymal transformation (EMT) in IPF.