Zhang Minmin, Wang Guihua, Li Jun, Hopp Wallace J, Lee David D
Naveen Jindal School of Management University of Texas at Dallas Richardson Texas USA.
Stephen M. Ross School of Business University of Michigan Ann Arbor Michigan USA.
Prod Oper Manag. 2022 Mar 7. doi: 10.1111/poms.13697.
The coronavirus disease 2019 (COVID-19) pandemic has disrupted normal operating procedures at transplant centers. With the possibility that COVID-19 infection carries an overall 4% mortality rate and potentially a 24% mortality rate among the immunocompromised transplant recipients, many transplant centers considered the possibility of slowing down and even potentially pausing all transplants. Many proposals regarding the need for pausing organ transplants exist; however, much remains unknown. Whereas the impact of the COVID-19 pandemic on the overall healthcare system is unknown, the potential impact of pausing organ transplants over a period can be estimated. This study presents a model for evaluating the impact of pausing liver transplants over a spectrum of model for end-stage liver disease-sodium (MELD-Na) scores. Our model accounts for two potential risks of a pause: (1) the waitlist mortality of all patients who do not receive liver transplants during the pause period, and (2) the impact of a longer waiting list due to the pause of liver transplants and the continuous accrual of new patients. Using over 12 years of liver transplant data from the United Network for Organ Sharing and a system of differential equations, we estimate the threshold probability above which a decision maker should pause liver transplants to reduce the loss of patient life months. We also compare different pause policies to illustrate the value of patient-specific and center-specific approaches. Finally, we analyze how capacity constraints affect the loss of patient life months and the length of the waiting list. The results of this study are useful to decision makers in deciding whether and how to pause organ transplants during a pandemic. The results are also useful to patients (and their care providers) who are waiting for organ transplants.
2019年冠状病毒病(COVID-19)大流行扰乱了移植中心的正常运作程序。鉴于COVID-19感染的总体死亡率可能为4%,而在免疫功能低下的移植受者中死亡率可能高达24%,许多移植中心考虑了减缓甚至暂停所有移植的可能性。关于暂停器官移植必要性的提议众多;然而,仍有许多未知之处。虽然COVID-19大流行对整个医疗系统的影响尚不清楚,但可以估计一段时间内暂停器官移植的潜在影响。本研究提出了一个模型,用于评估在一系列终末期肝病-钠(MELD-Na)评分范围内暂停肝移植的影响。我们的模型考虑了暂停的两个潜在风险:(1)暂停期间所有未接受肝移植患者的等待名单死亡率;(2)由于肝移植暂停和新患者持续增加导致等待名单变长的影响。利用器官共享联合网络超过12年的肝移植数据和一个微分方程系统,我们估计了一个阈值概率,高于该概率决策者应暂停肝移植以减少患者生命月数的损失。我们还比较了不同的暂停政策,以说明针对患者和中心的特定方法的价值。最后,我们分析了能力限制如何影响患者生命月数的损失和等待名单的长度。本研究结果有助于决策者决定在大流行期间是否以及如何暂停器官移植。这些结果对等待器官移植的患者(及其护理人员)也很有用。