Digestive Disease Institute, Department of General Surgery, Cleveland Clinic Lerner College of Medicine, Cleveland Clinic, Cleveland, OH.
Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH.
Liver Transpl. 2019 May;25(5):741-751. doi: 10.1002/lt.25409. Epub 2019 Mar 25.
A recent study using US national registry data reported, using Cox proportional hazards (PH) models, that split-liver transplantation (SLT) has improved over time and is no more hazardous than whole-liver transplantation (WLT). However, the study methods violated the PH assumption, which is the fundamental assumption of Cox modeling. As a result, the reported hazard ratios (HRs) are biased and unreliable. This study aimed to investigate whether the risk of graft survival (GS) in SLT has really improved over time, ensuring attention to the PH assumption. This study included 80,998 adult deceased donor liver transplantation (LT) (1998-2015) from the Scientific Registry Transplant Recipient. The study period was divided into 3 time periods: era 1 (January 1998 to February 2002), era 2 (March 2002 to December 2008), and era 3 (January 2009 to December 2015). The PH assumption was tested using Schoenfeld's test, and where the HR of SLT violated the assumption, changes in risk for SLT over time from transplant were assessed. SLT was performed in 1098 (1.4%) patients, whereas WLT was used in 79,900 patients. In the Cox PH analysis, the P values of Schoenfeld's global tests were <0.05 in all eras, which is consistent with deviation from proportionality. Assessing HRs of SLT with a time-varying effect, multiple Cox models were conducted for post-LT intervals. The HR curves plotted according to time from transplant were higher in the early period and then decreased at approximately 1 year and continued to decrease in all eras. For 1-year GS, the HRs of SLT were 1.92 in era 1, 1.52 in era 2, and 1.47 in era 3 (all P < 0.05). In conclusion, the risk of SLT has a time-varying effect and is highest in the early post-LT period. The risk of SLT is underestimated if it is evaluated by overall GS. SLT was still hazardous if the PH assumption was considered, although it became safer over time.
最近一项利用美国国家注册数据的研究报告称,采用 Cox 比例风险(PH)模型,劈离式肝移植(SLT)的效果有所改善,且不再比全肝移植(WLT)更具风险。然而,该研究方法违反了 PH 假设,这是 Cox 建模的基本假设。因此,报告的风险比(HR)存在偏差且不可靠。本研究旨在探讨 SLT 的移植物存活率(GS)风险是否真的随时间推移而改善,同时确保关注 PH 假设。本研究纳入了来自科学注册系统的 80998 例成人尸体供肝移植(LT)(1998-2015 年)。研究期间分为 3 个时期:时期 1(1998 年 1 月至 2002 年 2 月)、时期 2(2002 年 3 月至 2008 年 12 月)和时期 3(2009 年 1 月至 2015 年 12 月)。采用 Schoenfeld 检验检验 PH 假设,当 SLT 的 HR 违反假设时,评估 SLT 随时间变化的风险。在 1098 例(1.4%)患者中进行了 SLT,而在 79900 例患者中使用了 WLT。在 Cox PH 分析中,Schoenfeld 全局检验的 P 值在所有时期均<0.05,这与比例性偏差一致。通过对 SLT 进行时变效应评估,对 LT 后间隔进行了多个 Cox 模型分析。根据移植后时间绘制的 HR 曲线在早期较高,然后在大约 1 年后下降,并在所有时期持续下降。对于 1 年 GS,SLT 的 HR 在时期 1 为 1.92,在时期 2 为 1.52,在时期 3 为 1.47(均 P<0.05)。结论:SLT 的风险存在时变效应,在 LT 后早期最高。如果通过整体 GS 评估,SLT 的风险会被低估。如果考虑 PH 假设,SLT 仍然具有风险,尽管随着时间的推移它变得更安全。