Choosing the Order of Deceased Donor and Living Donor Kidney Transplantation in Pediatric Recipients: A Markov Decision Process Model

被引:26
作者
Van Arendonk, Kyle J. [1 ]
Chow, Eric K. H. [1 ]
James, Nathan T. [1 ]
Orandi, Babak J. [1 ]
Ellison, Trevor A. [1 ]
Smith, Jodi M. [2 ]
Colombani, Paul M. [1 ]
Segev, Dorry L. [1 ,3 ]
机构
[1] Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21205 USA
[2] Univ Washington, Sch Med, Dept Pediat, Seattle, WA 98195 USA
[3] Johns Hopkins Sch Publ Hlth, Dept Epidemiol, Baltimore, MD USA
关键词
STAGE RENAL-DISEASE; SINGLE-CENTER EXPERIENCE; CARDIOVASCULAR-DISEASE; RISK; DONATION; OUTCOMES; AGE; RETRANSPLANTATION; LIFETIME; IMPACT;
D O I
10.1097/TP.0000000000000588
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Background. Most pediatric kidney transplant recipients eventually require retransplantation, and the most advantageous timing strategy regarding deceased and living donor transplantation in candidates with only 1 living donor remains unclear. Methods. A patient-oriented Markov decision process model was designed to compare, for a given patient with 1 living donor, living-donor-first followed if necessary by deceased donor retransplantation versus deceased-donor-first followed if necessary by living donor (if still able to donate) or deceased donor (if not) retransplantation. Based on Scientific Registry of Transplant Recipients data, the model was designed to account for waitlist, graft, and patient survival, sensitization, increased risk of graft failure seen during late adolescence, and differential deceased donor waiting times based on pediatric priority allocation policies. Based on national cohort data, the model was also designed to account for aging or disease development, leading to ineligibility of the living donor over time. Results. Given a set of candidate and living donor characteristics, the Markov model provides the expected patient survival over a time horizon of 20 years. For the most highly sensitized patients (panel reactive antibody > 80%), a deceased-donor-first strategy was advantageous, but for all other patients (panel reactive antibody < 80%), a living-donor-first strategy was recommended. Conclusions. This Markov model illustrates how patients, families, and providers can be provided information and predictions regarding the most advantageous use of deceased donor versus living donor transplantation for pediatric recipients.
引用
收藏
页码:360 / 366
页数:7
相关论文
共 29 条
  • [1] Current Kidney Allocation Rules and Their Impact on a Pediatric Transplant Center
    Abraham, E. C.
    Wilson, A. C.
    Goebel, J.
    [J]. AMERICAN JOURNAL OF TRANSPLANTATION, 2009, 9 (02) : 404 - 408
  • [2] Sensitization after kidney transplantation
    Akalin, Enver
    Pascual, Manuel
    [J]. CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2006, 1 (03): : 433 - 440
  • [3] Markov Decision Processes: A Tool for Sequential Decision Making under Uncertainty
    Alagoz, Oguzhan
    Hsu, Heather
    Schaefer, Andrew J.
    Roberts, Mark S.
    [J]. MEDICAL DECISION MAKING, 2010, 30 (04) : 474 - 483
  • [4] [Anonymous], 2011, ALLOCATION DECEASED
  • [5] [Anonymous], 2010, NAPRTCS 2010 ANN TRA
  • [6] [Anonymous], 2011, OPTN / SRTR 2010 Annual Data Report
  • [7] Kidney and Pancreas Transplantation in the United States, 1999-2008: The Changing Face of Living Donation
    Axelrod, D. A.
    McCullough, K. P.
    Brewer, E. D.
    Becker, B. N.
    Segev, D. L.
    Rao, P. S.
    [J]. AMERICAN JOURNAL OF TRANSPLANTATION, 2010, 10 (04) : 987 - 1002
  • [8] Living Kidney Donors Ages 70 and Older: Recipient and Donor Outcomes
    Berger, Jonathan C.
    Muzaale, Abimereki D.
    James, Nathan
    Hoque, Mohammed
    Wang, Jacqueline M. Garonzik
    Montgomery, Robert A.
    Massie, Allan B.
    Hall, Erin C.
    Segev, Dorry L.
    [J]. CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2011, 6 (12): : 2887 - 2893
  • [9] Identifying Appropriate Recipients for CDC Infectious Risk Donor Kidneys
    Chow, E. K. H.
    Massie, A. B.
    Muzaale, A. D.
    Singer, A. L.
    Kucirka, L. M.
    Montgomery, R. A.
    Lehmann, H. P.
    Segev, D. L.
    [J]. AMERICAN JOURNAL OF TRANSPLANTATION, 2013, 13 (05) : 1227 - 1234
  • [10] The relationship of donor source and age on short- and long-term allograft survival in pediatric renal transplantation
    Dale-Shall, A. W.
    Smith, J. M.
    McBride, M. A.
    Hingorani, S. R.
    McDonald, R. A.
    [J]. PEDIATRIC TRANSPLANTATION, 2009, 13 (06) : 711 - 718