The DKD-related bulk RNA-seq validation dataset GSE96804 verified the downregulation of GAS6 and PTH1R, suggesting that GAS6–TYRO3 and PTHLH–PTH1R LR interactions may gradually weaken with DKD progression (Fig 6G). Here, PTHLH is linked to diabetic kidney disease.