The progression of fibrosis is associated with the accumulation of uremic toxins, such as indoxyl sulfate (IS), which enhances collagen expression and activates matrix metalloproteinase-9, thereby contributing to the transition from AKI to chronic kidney disease (CKD) [36–38]. Here, MMP9 is linked to acute kidney injury.