The development of PAH was significantly associated with the MLR and CRP/albumin ratio (p = 0.036, p = 0.006, respectively), and the development of ILD was significantly associated with the lymphocyte/HDL ratio (p = 0.004). Here, ALB is linked to pulmonary arterial hypertension.