Scientific Registry of Transplant Recipients, Minneapolis Medical Research Foundation, Minneapolis, MN, USA.
Mayo Clinic, Rochester, MN, USA.
Am J Transplant. 2018 Apr;18(4):897-906. doi: 10.1111/ajt.14506. Epub 2017 Oct 17.
We developed a kidney offer acceptance decision tool to predict the probability of graft survival and patient survival for first-time kidney-alone candidates after an offer is accepted or declined, and we characterized the effect of restricting the donor pool with a maximum acceptable kidney donor profile index (KDPI). For accepted offers, Cox proportional hazards models estimated these probabilities using transplanted kidneys. For declined offers, these probabilities were estimated by considering the experience of similar candidates who declined offers and the probability that declining would lead to these outcomes. We randomly selected 5000 declined offers and estimated these probabilities 3 years post-offer had the offers been accepted or declined. Predicted outcomes for declined offers were well calibrated (<3% error) with good predictive accuracy (area under the curve: graft survival, 0.69; patient survival, 0.69). Had the offers been accepted, the probabilities of graft survival and patient survival were typically higher. However, these advantages attenuated or disappeared with higher KDPI, candidate priority, and local donor supply. Donor pool restrictions were associated with worse 3-year outcomes, especially for candidates with high allocation priority. The kidney offer acceptance decision tool could inform offer acceptance by characterizing the potential risk-benefit trade-off associated with accepting or declining an offer.
我们开发了一种肾脏供体接受决策工具,用于预测首次接受或拒绝肾脏供体后,供体接受或拒绝供体时移植物存活率和患者存活率的概率,并通过限制最大可接受肾供体特征指数(KDPI)来描述限制供体池的效果。对于接受的供体,Cox 比例风险模型使用移植肾脏来估计这些概率。对于拒绝的供体,通过考虑类似拒绝供体的候选者的经验以及拒绝供体是否会导致这些结果的概率来估计这些概率。我们随机选择了 5000 个拒绝的供体,并在假设这些供体被接受或拒绝的情况下,估计了 3 年后的这些概率。拒绝供体的预测结果具有良好的校准度(<3%的误差)和预测准确性(曲线下面积:移植物存活率为 0.69;患者存活率为 0.69)。如果供体被接受,移植物存活率和患者存活率通常会更高。然而,随着 KDPI、候选者优先权和当地供体供应的增加,这些优势减弱或消失。供体池限制与 3 年结局较差相关,尤其是对于具有高分配优先权的候选者。肾脏供体接受决策工具可以通过描述接受或拒绝供体所带来的潜在风险-收益权衡来为供体接受提供信息。