Although SPP1 was found to have an opposite expression pattern in the pulmonary arteries of HPH rats and lung tissues of PAH patients, it exhibited the best diagnostic effectiveness with an AUC of 0.8652 (95% CI 0.7723–0.9580) (Fig. 7G). This evidence concerns the gene SPP1 and pulmonary arterial hypertension.