In summary, this study concludes that advanced age, prolonged dialysis duration, concomitant diabetes, hypertension, hyperparathyroidism, and elevated levels of PTH and hs-CRP are significant risk factors for CAC in patients with ESRD. Here, PTH is linked to diabetes mellitus.