While IGFBPL-1’s specific involvement in PAH remains largely unexplored, its structural similarity to IGFBPs raises the possibility that it may influence vascular remodeling and inflammation, key drivers of PAH progression (Hwa et al., 1999; Pan et al., 2023). The gene discussed is IGFBPL1; the disease is pulmonary arterial hypertension.