AIM: Stroke is a leading cause of death and disability, with substantial healthcare implications. Chronic kidney disease (CKD) is similarly impactful, and emerging evidence links CKD to a higher stroke risk. Despite this, stroke risk assessment in CKD patients remains limited. This study explores the kidney failure risk equation (KFRE) as a predictive tool for ischaemic stroke in CKD patients. METHODS: This retrospective cohort study analysed CKD patients from a healthcare registry, excluding those with prior stroke, end-stage kidney disease, or kidney transplants. Acute ischemic stroke was the primary outcome, with deaths censored. Cox proportional hazards models evaluated associations between the 2-year and 5-year 4-variable KFRE scores and stroke risk. RESULTS: A total of 14,794 consecutive patients were included, with a median follow-up of 509 days. The median age of the cohort was 73 years (IQR:14 years), with 6251 females(42.3%), and the majority being of Chinese ethnicity (n = 10 759,73.5%). During the follow-up period, 155 patients (1.05%) experienced an ischemic stroke event, with a median time to stroke of 265 days (IQR:242 days). The 2-year (HR: 1.38 per 10% increase, 95% CI: [1.17-1.63], p <
0.001) and 5-year (HR:1.20 per 10% increase, 95% CI: [1.10-1.31], p <
0.001) 4-variable KFRE scores were significantly associated with an increased risk of ischemic stroke. These associations remained significant after adjusting for patient demographics, comorbidities, advanced CKD stage, glycated haemoglobin and lipid parameters. CONCLUSION: CKD patients at elevated risk of kidney failure also face a significantly increased risk of acute ischaemic stroke. The KFRE could potentially be integrated into CKD management to assess this risk. Future large prospective cohort studies are necessary to validate these findings.