A Risk Prediction Model for Delayed Graft Function in the Current Era of Deceased Donor Renal Transplantation

被引:340
作者
Irish, W. D. [1 ]
Ilsley, J. N. [2 ]
Schnitzler, M. A. [3 ]
Feng, S. [4 ]
Brennan, D. C. [5 ]
机构
[1] CTI Clin Trial & Consulting Serv, Biostat & Hlth Outcomes Res, Cincinnati, OH USA
[2] Genzyme Corp, Med Affairs, Cambridge, MA USA
[3] St Louis Univ, Ctr Outcomes Res, St Louis, MO 63103 USA
[4] Univ Calif San Francisco, Dept Surg, San Francisco, CA 94143 USA
[5] Washington Univ, Dept Med, St Louis, MO USA
关键词
Deceased donor kidneys; delayed graft function (DGF); risk assessment modeling; risk factors; KIDNEY-TRANSPLANTATION; CRITERIA DONORS; IMPACT; SURVIVAL; RECIPIENTS; ALLOGRAFT; NOMOGRAM; TRENDS;
D O I
10.1111/j.1600-6143.2010.03179.x
中图分类号
R61 [外科手术学];
学科分类号
摘要
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.
引用
收藏
页码:2279 / 2286
页数:8
相关论文
共 32 条
[1]  
ALMOND PS, 1991, TRANSPLANT P, V23, P1304
[2]  
COX DR, 1972, J R STAT SOC B, V34, P187
[3]   Delayed graft function: a dilemma in renal transplantation [J].
Daly, PJA ;
Power, RE ;
Healy, DA ;
Hickey, DP ;
Fitzpatrick, JM ;
Watson, RWG .
BJU INTERNATIONAL, 2005, 96 (04) :498-501
[4]  
Drafts HH, 1997, CLIN TRANSPLANT, V11, P493
[5]   Risk factors for delayed renal graft function and their impact on renal transplantation outcome [J].
Figueiredo, A. ;
Moreira, P. ;
Parada, B. ;
Nunes, P. ;
Macario, F. ;
Bastos, C. ;
Mota, A. .
TRANSPLANTATION PROCEEDINGS, 2007, 39 (08) :2473-2475
[6]  
Freedland S.J., 1999, Transplantation Reviews, V13, P23, DOI 10.1016/S0955-470X(99)80004-4
[7]   The nomogram epidemic: Resurgence of a medical relic [J].
Grimes, David A. .
ANNALS OF INTERNAL MEDICINE, 2008, 149 (04) :273-275
[8]  
HARPER SJ, 2008, TRANSPLANTATION, V85, P88
[9]   Delayed Graft Function Has an Equally Bad Impact on Deceased Donor Renal Graft Survival in Both Standard Criteria Donors and Expanded Criteria Donors [J].
Hassanain, M. ;
Tchervenkov, J. ;
Cantarovich, M. ;
Metrakos, P. ;
Paraskevas, S. ;
Keith, D. ;
Baran, D. ;
Fernandez, M. ;
Mangel, R. ;
Chaudhury, P. .
TRANSPLANTATION PROCEEDINGS, 2009, 41 (01) :133-134
[10]  
Hastie T., 1986, STAT SCI, V1, P297, DOI DOI 10.1214/SS/1177013604