TNF and acute kidney injury: The GA/AA genotypes are associated with heightened TNF-α expression, intensifying renal inflammation and tubular injury, which in turn upregulates serum cystatin-C (sCysC) as a biomarker of glomerular filtration impairment, thereby positioning sCysC as a downstream effector in genetically mediated AKI.