Yale School of Medicine, New Haven, CT, USA.
Transplantation. 2013 Apr 27;95(8):1008-14. doi: 10.1097/TP.0b013e3182855544.
Although some studies have found an association between delayed graft function (DGF) after kidney transplantation and worse long-term outcomes, a causal relationship remains controversial. We investigated this relationship using an instrumental variables model (IVM), a quasi-randomization technique for drawing causal inferences.
We identified 80,690 adult, deceased-donor, kidney-only transplant recipients from the Scientific Registry of Transplant Recipients between 1997 and 2010. We used cold ischemia time (CIT) as an instrument to test the hypothesis that DGF causes death-censored graft failure and mortality at 1 and 5 years after transplantation, controlling for an array of characteristics known to affect patient and graft survival. We compared our IVM results with a multivariable linear probability model.
DGF occurred in 27% of our sample. Graft failure rates at 1 and 5 years were 6% and 22%, respectively, and 1-year and 5-year mortality rates were 5% and 20%, respectively. In the linear probability model, DGF was associated with increased risk of both graft failure and mortality at 1 and 5 years (P<0.001). In the IVM, we found evidence suggesting a causal relationship between DGF and death-censored graft failure at both 1 year (13.5% increase; P<0.001) and 5 years (16.2% increase; P<0.001) and between DGF and mortality at both 1 year (7.1% increase; P<0.001) and 5 years (11.0% increase; P<0.01). Results were robust to exclusion of lower quality as well as pumped kidneys and use of a creatinine-based definition for DGF.
Instrumental variables analysis supports a causal relationship between DGF and both graft failure and mortality.
尽管一些研究发现肾移植后延迟移植物功能(DGF)与较差的长期结果之间存在关联,但因果关系仍存在争议。我们使用工具变量模型(IVM),一种用于得出因果推论的准随机化技术,来研究这种关系。
我们从 1997 年至 2010 年的 Scientific Registry of Transplant Recipients 中确定了 80690 名成年、已故供体、仅肾移植受者。我们使用冷缺血时间(CIT)作为一种工具,来检验 DGF 导致移植后 1 年和 5 年死亡风险的移植物失功和死亡率的假设,同时控制了一系列已知影响患者和移植物生存的特征。我们将 IVM 结果与多变量线性概率模型进行了比较。
我们的样本中 27%发生了 DGF。移植后 1 年和 5 年的移植物失功率分别为 6%和 22%,1 年和 5 年的死亡率分别为 5%和 20%。在线性概率模型中,DGF 与 1 年和 5 年的移植物失功和死亡率风险增加相关(P<0.001)。在 IVM 中,我们发现有证据表明 DGF 与 1 年时死亡风险的移植物失功(增加 13.5%;P<0.001)和 5 年时的移植物失功(增加 16.2%;P<0.001)以及 1 年时的死亡率(增加 7.1%;P<0.001)和 5 年时的死亡率(增加 11.0%;P<0.01)之间存在因果关系。排除低质量和泵肾以及使用基于肌酐的 DGF 定义后,结果仍然稳健。
工具变量分析支持 DGF 与移植物失功和死亡率之间存在因果关系。