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验证肾衰竭风险方程在预测新加坡多民族慢性肾脏病队列进展为肾衰竭风险中的作用。

Validation of the kidney failure risk equation in predicting the risk of progression to kidney failure in a multi-ethnic Singapore chronic kidney disease cohort.

机构信息

Department of Renal Medicine, Singapore General Hospital, Singapore.

MOH Holdings Pte Ltd, Singapore.

出版信息

Singapore Med J. 2022 Jun;63(6):313-318. doi: 10.11622/smedj.2020170. Epub 2020 Dec 2.

Abstract

INTRODUCTION

The Kidney Failure Risk Equation (KFRE) was developed to predict the risk of progression to end-stage kidney disease (ESKD). Although the KFRE has been validated in multinational cohorts, the Southeast Asian population was under-represented. This study aimed to validate the KFRE in a multi-ethnic Singapore chronic kidney disease (CKD) cohort.

METHODS

Stage 3-5 CKD patients referred to the renal medicine department at Singapore General Hospital in 2009 were included. The primary outcome (time to ESKD) was traced until 30 June 2017. The eight- and four-variable KFRE (non-North America) models using age, gender, estimated glomerular filtration rate, urine albumin-creatinine ratio, serum albumin, phosphate, bicarbonate and calcium were validated in our cohort. Cox regression, likelihood ratio (Χ), adequacy index, Harrell's C-index and calibration curves were calculated to assess the predictive performance, discrimination and calibration of these models on the cohort.

RESULTS

A total of 1,128 patients were included. During the study period, 252 (22.3%) patients reached ESKD at a median time to ESKD of 84.8 (range 0.1-104.7) months. Both the eight- and four-variable KFRE models showed excellent predictive performance and discrimination (eight-variable: C-index 0.872, 95% confidence interval [CI] 0.850-0.894, adequacy index 97.3%; four-variable: C-index 0.874, 95% CI 0.852-0.896, adequacy index 97.9%). There was no incremental improvement in the prediction ability of the eight-variable model over the four-variable model in this cohort.

CONCLUSION

The KFRE was validated in a multi-ethnic Singapore CKD cohort. This risk score may help to identify patients requiring early renal care.

摘要

简介

肾衰竭风险方程(KFRE)是为预测终末期肾病(ESKD)进展风险而开发的。尽管 KFRE 已经在多国队列中得到验证,但东南亚人群的代表性不足。本研究旨在验证 KFRE 在新加坡多民族慢性肾脏病(CKD)队列中的适用性。

方法

纳入 2009 年在新加坡总医院肾脏医学科就诊的 3-5 期 CKD 患者。主要结局(ESKD 时间)一直追踪到 2017 年 6 月 30 日。使用年龄、性别、估算肾小球滤过率、尿白蛋白-肌酐比、血清白蛋白、磷酸盐、碳酸氢盐和钙,对非北美地区的 KFRE 八变量和四变量模型在本队列中进行了验证。使用 Cox 回归、似然比(Χ)、充分性指数、Harrell's C 指数和校准曲线评估这些模型在队列中的预测性能、区分度和校准度。

结果

共纳入 1128 例患者。在研究期间,252 例(22.3%)患者达到 ESKD,中位 ESKD 时间为 84.8(范围 0.1-104.7)个月。八变量和四变量 KFRE 模型均显示出良好的预测性能和区分度(八变量:C 指数 0.872,95%置信区间 [CI] 0.850-0.894,充分性指数 97.3%;四变量:C 指数 0.874,95%CI 0.852-0.896,充分性指数 97.9%)。在本队列中,八变量模型在预测能力上没有比四变量模型有显著提高。

结论

KFRE 在新加坡多民族 CKD 队列中得到验证。该风险评分有助于识别需要早期肾脏护理的患者。

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