scRNA-seq was applied in this study and the analysis proved that GLG1 expressed in mesangial cells, principal cells and proximal tubular cells, interacting with SELE in endothelial dysfunction (82, 83, 99). Here, GLG1 is linked to endothelial dysfunction.