Moreover, the univariate Cox regression analysis supported these findings, and the multivariate Cox regression analysis identified that DNMT3A, NSUN4, and NOP2 were independent prognostic factors for IPF patients (Table 1). Here, DNMT3A is linked to idiopathic pulmonary fibrosis.