Background: Frailty describes an age-related clinical state and can be regarded as a predictive factor for fall, disability, hospitalization, and death in the elderly. Previous studies proved that frailty could be reversed or attenuated by multidisciplinary intervention. However, only a few studies have been performed in non-dialysis patients with chronic kidney disease. Methods: A randomized parallel controlled trial will be conducted to compare an individualized intervention according to the consequence of the comprehensive geriatric assessment with routine treatment. A total of 242 individuals aged ≥65 years, who fulfill the Fried Phenotype of frailty and have chronic kidney disease stage 3-5 without dialysis will be recruited from the