Hundemer Gregory L, Tangri Navdeep, Sood Manish M, Clark Edward G, Canney Mark, Edwards Cedric, White Christine A, Oliver Matthew J, Ramsay Tim, Akbari Ayub
Division of Nephrology, Department of Medicine, The Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Ontario, Canada.
Clinical Epidemiology Program, Ottawa Hospital Research Institute, University of Ottawa, Ottawa, Ontario, Canada.
Kidney Int Rep. 2021 Oct 8;6(12):2993-3001. doi: 10.1016/j.ekir.2021.09.006. eCollection 2021 Dec.
The Kidney Failure Risk Equation (KFRE) is a clinical tool widely used to predict progression from chronic kidney disease (CKD) to kidney failure. This study aimed to evaluate the effect of age on KFRE performance in advanced CKD.
We conducted a retrospective cohort study among 1701 consecutive patients referred to an advanced CKD clinic in Ottawa, Canada, between 2010 and 2018. Patients were categorized by age as follows: <60, 60 to 69, 70 to 79, and ≥80 years. Calibration plots compared the predicted (through the KFRE) and observed incidence of kidney failure. Concordance statistic (C-statistic) evaluated discrimination. Cumulative incidence of kidney failure was compared between models that accounted for the competing risk of death and those that did not.
We found that the KFRE overestimated the risk of kidney failure among the oldest subset of patients (≥80 years) with absolute and relative differences of 7.6% and 22.8%, respectively, over 2 years ( = 0.047), and 24.7% and 40.4%, respectively, over 5 years ( < 0.001). The degree of overestimation in the elderly was most pronounced among those with the highest predicted risks for kidney failure. KFRE discrimination was acceptable (C-statistic 0.70-0.79) across all age categories. The cumulative incidence of kidney failure was overestimated in models that did not account for the competing risk of death, and this overestimation was more pronounced with older age.
The KFRE overestimates kidney failure risk among elderly patients with advanced CKD. This overestimation relates to the increasing competing risk of death with older age, particularly over longer time horizons.
肾衰竭风险方程(KFRE)是一种广泛用于预测慢性肾脏病(CKD)进展至肾衰竭的临床工具。本研究旨在评估年龄对晚期CKD患者中KFRE性能的影响。
我们对2010年至2018年间转诊至加拿大渥太华一家晚期CKD诊所的1701例连续患者进行了一项回顾性队列研究。患者按年龄分类如下:<60岁、60至69岁、70至79岁和≥80岁。校准图比较了预测的(通过KFRE)和观察到的肾衰竭发生率。一致性统计量(C统计量)评估辨别力。比较了考虑死亡竞争风险的模型与未考虑死亡竞争风险的模型之间的肾衰竭累积发生率。
我们发现,KFRE高估了年龄最大的患者亚组(≥80岁)的肾衰竭风险,在2年期间,绝对差异和相对差异分别为7.6%和22.8%(P = 0.047),在5年期间分别为24.7%和40.4%(P < 0.001)。在肾衰竭预测风险最高的人群中,老年人的高估程度最为明显。在所有年龄类别中,KFRE的辨别力是可接受的(C统计量为0.70 - 0.79)。在未考虑死亡竞争风险的模型中,肾衰竭累积发生率被高估,且随着年龄增长,这种高估更为明显。
KFRE高估了晚期CKD老年患者的肾衰竭风险。这种高估与年龄增长导致的死亡竞争风险增加有关,尤其是在较长时间范围内。