In summary, by integrating and analyzing multiple datasets, and through the establishment of a co-expression network via WGCNA analysis, two potential marker genes of PAH, CDC5L and DDX46, were identified. The gene discussed is DDX46; the disease is pulmonary arterial hypertension.