Using the SMOTE data, increased TET2 expression in IPF was validated, and DNMT3B and NSUN6 were also found to be upregulated in the IPF group (p < .05; Figure S1). The gene discussed is NSUN6; the disease is idiopathic pulmonary fibrosis.