SPP1 and pulmonary hypertension: pioneered the exploration of OPN’s utility in pulmonary hypertension (PH) patients by analyzing the correlation between serum OPN levels and right ventricular functional and morphological parameters assessed by echocardiography, establishing OPN’s preliminary role as a predictor of right ventricular dysfunction (37).