The experiment also revealed that the stable operation of the single‐vector AAV translational regulatory tool designed for the GPX4 gene could effectively alleviate kidney injury and diminish the extent of ferroptosis in the kidneys of the kidney stone mouse model. Here, GPX4 is linked to nephrolithiasis.