An observational cohort study examined the change point of kidney function stabilization in the initial period after transplantation

IF 14.8 1区 医学 Q1 UROLOGY & NEPHROLOGY
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Abstract

Baseline kidney function following kidney transplantation is often used in research and clinical decision-making yet is not well defined. Here, a method to determine baseline function was proposed and validated on three single-center retrospective cohorts consisting of 922 patients from Belgium (main cohort) and two validation cohorts of 987 patients from the Netherlands and 519 patients from Germany. For each transplant, a segmented regression model was fitted on the estimated glomerular filtration rate (eGFR) evolution during the first-year post-transplantation. This yielded estimates for change point timing, rate of eGFR change before and after change point and eGFR value at change point, now considered the “baseline function”. Associations of eGFR evolution with recipient/donor characteristics and the graft failure rate were assessed with linear regression and Cox regression respectively. The change point occurred on average at an eGFR value of 43.7±14.6 mL/min/1.73m2, at a median time of 6.5 days post-transplantation. Despite significant associations with several baseline donor-recipient characteristics (particularly, donor type; living vs deceased), the predictive value of these characteristics for eGFR value and timing of the change point was limited. This followed from a large heterogeneity within eGFR trajectories, which in turn indicated that favorable levels of kidney function could be reached despite a suboptimal initial evolution. Segmented regression consistently provided a good fit to early eGFR evolution, and its estimate of the change point can be a useful reference value in future analyses. Thus, our study shows that baseline kidney function after transplantation is heterogeneous and partly related to pretransplant donor characteristics.

Abstract Image

一项观察性队列研究考察了移植后初期肾功能稳定的变化点。
肾移植后的基线肾功能经常被用于研究和临床决策,但其定义并不明确。本文提出了一种确定基线功能的方法,并在三个单中心回顾性队列中进行了验证,包括 922 名比利时患者(主队列)以及 987 名荷兰患者和 519 名德国患者组成的两个验证队列。对于每例移植手术,都对移植后第一年的估计肾小球滤过率(eGFR)变化进行了分段回归模型拟合。由此估算出变化点时间、变化点前后的 eGFR 变化率以及变化点时的 eGFR 值(现在被视为 "基线功能")。通过线性回归和 Cox 回归分别评估了 eGFR 变化与受者/供者特征和移植失败率的关系。变化点平均发生在移植后 6.5 天,eGFR 值为 43.7±14.6 mL/min/1.73m2。尽管与几种基线供体-受体特征(尤其是供体类型;活体与死体)有明显关联,但这些特征对 eGFR 值和变化点时间的预测价值有限。这是因为 eGFR 的变化轨迹具有很大的异质性,而这反过来又表明,尽管最初的变化并不理想,但仍有可能达到良好的肾功能水平。分段回归始终能很好地拟合早期 eGFR 的演变,其对变化点的估计值可作为未来分析的有用参考值。因此,我们的研究表明,移植后的基线肾功能是异质性的,部分与移植前供体的特征有关。
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来源期刊
Kidney international
Kidney international 医学-泌尿学与肾脏学
CiteScore
23.30
自引率
3.10%
发文量
490
审稿时长
3-6 weeks
期刊介绍: Kidney International (KI), the official journal of the International Society of Nephrology, is led by Dr. Pierre Ronco (Paris, France) and stands as one of nephrology's most cited and esteemed publications worldwide. KI provides exceptional benefits for both readers and authors, featuring highly cited original articles, focused reviews, cutting-edge imaging techniques, and lively discussions on controversial topics. The journal is dedicated to kidney research, serving researchers, clinical investigators, and practicing nephrologists.
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