In contrast, the splenomegaly group demonstrated worse cardiovascular outcomes, including higher rates of left ventricular hypertrophy, pulmonary hypertension, arrhythmias, thromboembolic events, and elevated BNP levels, indicating increased cardiovascular morbidity and hemodynamic strain. This evidence concerns the gene NPPB and Splenomegaly.