Mechanistically, VEGF pathway inhibition may disrupt marrow endothelial integrity and hematopoietic homeostasis, promoting cytopenias and erythroid precursor release, while immune activation drives cytokine-mediated endothelial dysfunction and vascular hyperpermeability. The gene discussed is VEGFA; the disease is endothelial dysfunction.