CHD7 and idiopathic pulmonary fibrosis: Notably, our network diagram results revealed a significant positive correlation between the 48 differentially expressed CRG, and we identified 21 risk factors related to IPF prognosis (Fig 2C, HR > 1, p < 0.05).