Transcriptome-wide association study detected several significant IPF-related genes previously reported in GWAS, such as DSP and MUC5B. DSP encodes desmoplakin, which is an important component of the desmosome structure. Here, MUC5B is linked to idiopathic pulmonary fibrosis.