Department of Surgery, Baylor College of Medicine, Houston, TX, USA.
Division of Abdominal Transplant, Department of Surgery, Baylor College of Medicine, Houston, TX, USA.
Pediatr Transplant. 2021 Aug;25(5):e13963. doi: 10.1111/petr.13963. Epub 2021 Jan 6.
Of the 600 pediatric candidates added to the liver waiting list annually, 100 will remain waiting while over 100 liver allografts are discarded, often for subjective reasons.
We created a risk index to predict discard to better optimize donor supply. We used the UNOS database to retrospectively analyze 17 367 deceased donors (≤18 years old) through univariate and multivariate logistic regression models. Deceased donor clinical characteristics and laboratory values were independent variables with discard being the dependent variable in the analysis. Significant univariate factors (P-value < .05) comprised the multivariate analysis. Significant variables from the multivariate analysis were incorporated into the pDSRI, producing a risk score for discard.
From 17 potential factors, 11 were identified as significant predictors (P < .05) of pediatric liver allograft discard. The most significant risk factors were as follows: DCD; total bilirubin >10 mg/dL, and alanine transaminase (ALT) ≥500 IU/L. The pDSRI has a C-statistic of 0.846 for the training set and 0.840 for the validation set.
The pDSRI uses 11 significant risk factors, including elevated liver function tests, donor demographics, and donor risk/type to accurately predict risk of pediatric liver allograft discard and serve as a tool that may maximize donor yield.
在每年新增的 600 名儿科候选者中,有 100 名将继续等待,而超过 100 个肝移植供体因主观原因被丢弃,往往是因为肝功能测试升高、供体的人口统计学特征和供体风险/类型等因素。
我们创建了一个风险指数来预测丢弃率,以更好地优化供体供应。我们使用 UNOS 数据库通过单变量和多变量逻辑回归模型对 17367 名≤18 岁的已故供体进行了回顾性分析。已故供体的临床特征和实验室值是自变量,丢弃是分析中的因变量。有显著意义的单变量因素(P 值<.05)组成了多变量分析。多变量分析中的显著变量被纳入 pDSRI,产生丢弃风险评分。
从 17 个潜在因素中,确定了 11 个是小儿肝移植供体丢弃的显著预测因素(P<.05)。最重要的危险因素如下:DCD;总胆红素>10mg/dL 和丙氨酸转氨酶(ALT)≥500IU/L。pDSRI 在训练集的 C 统计量为 0.846,验证集为 0.840。
pDSRI 使用 11 个显著的风险因素,包括肝功能测试升高、供体人口统计学特征和供体风险/类型,准确预测小儿肝移植供体丢弃的风险,并作为一种可能最大限度地提高供体利用率的工具。