These insights not only elucidate cardiovascular disease mechanisms but also highlight potential GEF‐targeted therapies (e.g., against VAV3, ARHGEF1, TIAM1, or PDZ‐RhoGEF) for hypertension, atherosclerosis, and myocardial regeneration. The gene discussed is VAV3; the disease is Hypertension.