In terms of improving autophagy and reducing senescence, supplementation with exogenous spermine or genetic deficiency of spermine oxidase (SMOX) has been shown to improve autophagy, reduce cellular senescence, and attenuate fibrosis in a mouse model of CKD [88]. This evidence concerns the gene SMOX and chronic kidney disease.