Importantly, we are the first to reveal the role of the IGF1R-JAK2/STAT3-LDHA axis in regulating glycolysis and EMT in a kidney stone model, offering a fresh perspective on the metabolic mechanisms underlying kidney stone injury. This evidence concerns the gene STAT3 and nephrolithiasis.