In contrast, all non clear cell tumor cases were plotted in the normocalcemia range with a relatively low-expression of PTHLH (≤0.213) except for one collecting-duct carcinoma case (#YUC667) (Fig.1C). Here, PTHLH is linked to collecting duct carcinoma.