In addition, the tight junction protein ZO-1, occludin, and claudin-5 might be related to be PVOD, which confirmed the GO and KEGG pathway analyses, but the underlying mechanisms need to be explored further. The gene discussed is TJP1; the disease is pulmonary venoocclusive disease.