Second, much of the mechanistic understanding of AQP4 function in stroke stems from preclinical rodent models, often employing young, healthy animals that may not fully replicate the pathophysiological heterogeneity of human stroke, especially in aged or multimorbid patients. The gene discussed is AQP4; the disease is stroke disorder.