Specifically, it remains unclear whether Ade2R-mediated inhibition of adenylate cyclase directly impacts the expression of all AQP1-4 isoforms, an aspect that requires further investigation to understand its implications on water transport and kidney function during CKD and recovery. Here, ADCY1 is linked to chronic kidney disease.