Therefore, this study aimed to evaluate perioperative changes in urinary KIM-1 and VDBP levels and to explore their predictive value for postoperative AKI in LVAD patients, with an emphasis on their potential clinical applicability for early risk prediction and individualized perioperative kidney protection. This evidence concerns the gene HAVCR1 and acute kidney injury.