Biostatistics and Health Outcomes Research, CTI Clinical Trial and Consulting Services, Cincinnati, OH, USA.
Am J Transplant. 2010 Oct;10(10):2279-86. doi: 10.1111/j.1600-6143.2010.03179.x.
Delayed graft function (DGF) impacts short- and long-term outcomes. We present a model for predicting DGF after renal transplantation. A multivariable logistic regression analysis of 24,337 deceased donor renal transplant recipients (2003-2006) was performed. We developed a nomogram, depicting relative contribution of risk factors, and a novel web-based calculator (http://www.transplantcalculator.com/DGF) as an easily accessible tool for predicting DGF. Risk factors in the modern era were compared with their relative impact in an earlier era (1995-1998). Although the impact of many risk factors remained similar over time, weight of immunological factors attenuated, while impact of donor renal function increased by 2-fold. This may reflect advances in immunosuppression and increased utilization of kidneys from expanded criteria donors (ECDs) in the modern era. The most significant factors associated with DGF were cold ischemia time, donor creatinine, body mass index, donation after cardiac death and donor age. In addition to predicting DGF, the model predicted graft failure. A 25-50% probability of DGF was associated with a 50% increased risk of graft failure relative to a DGF risk < 25%, whereas a > 50% DGF risk was associated with a 2-fold increased risk of graft failure. This tool is useful for predicting DGF and long-term outcomes at the time of transplant.
延迟移植物功能(DGF)会影响短期和长期结果。我们提出了一种预测肾移植后 DGF 的模型。对 24337 名已故供体肾移植受者(2003-2006 年)进行了多变量逻辑回归分析。我们开发了一个列线图,描绘了危险因素的相对贡献,以及一个新的基于网络的计算器(http://www.transplantcalculator.com/DGF),作为预测 DGF 的一种易于使用的工具。比较了现代时代的风险因素及其在早期时代(1995-1998 年)的相对影响。尽管许多风险因素的影响随着时间的推移仍然相似,但免疫因素的权重减弱了,而供体肾功能的影响增加了一倍。这可能反映了免疫抑制的进步和在现代时代更多地利用了扩展标准供体(ECD)的肾脏。与 DGF 相关的最重要因素是冷缺血时间、供体肌酐、体重指数、心死亡后捐献和供体年龄。除了预测 DGF 外,该模型还预测了移植物失功。DGF 概率为 25-50%与 DGF 风险<25%相比,移植物失功的风险增加 50%,而 DGF 风险>50%与移植物失功的风险增加 2 倍相关。该工具可用于在移植时预测 DGF 和长期结果。