There is a trend (see Fig. 1G) that suggests the greater the reduction in renal function, the lower the expression of APOBEC1, even though there is an increase above control level of APOBEC1 expression (Fig. 1F) in CKD. This evidence concerns the gene APOBEC1 and chronic kidney disease.