Interestingly, PT_VCAM1 cell-specific peaks also showed increased heritability for CKD, which raises the possibility that genetic background may influence the transition from proximal tubule to PT_VCAM1 (Fig. 7A). This evidence concerns the gene VCAM1 and chronic kidney disease.