We found that 3 of the 4 candidate genes have statistically significant differences between the IPF and normal groups (MALAT1, E2F1, and YBX1 with P < 0.01, FENDRR with P > 0.05). Here, E2F1 is linked to idiopathic pulmonary fibrosis.