The observed sex- and age-related differences in sST2 levels align with previous findings in cardiovascular diseases, where testosterone has been shown to increase circulating sST2.27 The correlation between BMP9 and sST2 in specific patient subgroups suggests a context-dependent interaction, possibly linked to advanced disease stages or systemic vascular dysfunction. The gene discussed is GDF2; the disease is cardiovascular disorder.