CKD induces renal osteodystrophy primarily by disrupting mineral metabolism, leading to imbalances in calcium, phosphorus, and parathyroid hormone levels. These disturbances cause bone abnormalities like osteomalacia, osteitis fibrosa cystica, and adynamic bone disease, contributing to ROD