Chronic kidney disease (CKD) has emerged as a major public health concern worldwide, affecting millions of people each year. Among its various stages, late-stage CKD represents a critical phase where kidney function is severely impaired, often leading to end-stage renal disease (ESRD) and the need for dialysis or kidney transplantation. The growing prevalence of diabetes, hypertension, and...