Some of these methylation changes were in genes that were previously reported to be increased in IPF such as COL18A1 [11], genes that are implicated in myofibroblast differentiation such as NOTCH1 [59] or markers of progressive IPF like SMARCA4 [60]. This evidence concerns the gene NOTCH1 and idiopathic pulmonary fibrosis.