In this study, we performed differential analysis by comparing lung tissue from PAH patients and normal as a result, 15 kinds of m7G differential molecules were screened, and 3 important diseases characteristics genes CYFIP1, EIF4E, and IFIT5 were screened by machine learning method. This evidence concerns the gene IFIT5 and pulmonary arterial hypertension.