One plausible explanation is that higher phos is a surrogate for other components of CKD–MBD, such as low vitamin D or increased PTH and FGF23 levels, which are linked to lower Hb levels or resistance to EPO therapy32–36. Here, PTH is linked to chronic kidney disease.