It was shown that higher β2-M was associated with thinner GG-IPLt, and excessive PTH was associated with increased GCC-FLV and GCC-GLV, indicating the underlying pathophysiology of retinal neurodegeneration in CKD patients was related to the neurotoxic effects exerted by uremic toxins. Here, PTH is linked to chronic kidney disease.