Pairwise comparisons between non-smokers and IPF subjects revealed changes in some of the important genes like PARP1, PCNA, FEN1, CDKN1B, NFATC2 and GADD45B, as discussed in above comparisons. Here, PARP1 is linked to idiopathic pulmonary fibrosis.