Australian and New Zealand Intensive Care Research Centre, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Vic., Australia.
Lung Transplant Service, The Alfred Hospital and Monash University, Melbourne, Vic., Australia.
Transpl Int. 2021 May;34(5):906-915. doi: 10.1111/tri.13862. Epub 2021 Mar 30.
Although the use of donation after circulatory death (DCD) donors has increased lung transplant activity, 25-40% of intended DCD donors do not convert to actual donation because of no progression to asystole in the required time frame after withdrawal of cardiorespiratory support (WCRS). No studies have specifically focussed on DCD lung donor progression. This retrospective study reviewed intended DCD lung donors to make a prediction model of the likelihood of progression to death using logistic regression and classification and regression tree (CART). Between 2014 and 2018, 159 of 334 referred DCD donors were accepted, with 100 progressing to transplant, while 59 (37%) did not progress. In logistic regression, a length of ICU stay ≤ 5 days, severe infra-tentorial brain damage on imaging and use of vasopressin were related with the progression to actual donation. CART modelling of the likelihood of death within 90-minute post-WCRS provided prediction with a sensitivity of 1.00 and positive predictive value of 0.56 in the validation data set. In the nonprogressed DCD group, 26 died within 6 h post-WCRS. Referral received early after ICU admission, with nonspontaneous ventilatory mode, deep coma and severe infra-tentorial damage were relevant predictors. The CART model is useful to exclude DCD donor candidates with low probability of progression.
虽然使用循环死亡(DCD)供体增加了肺移植的活动,但由于在心肺支持(WCRS)停止后规定的时间内没有进展到停搏,25-40%的预期 DCD 供体没有转化为实际捐献。没有专门针对 DCD 肺供体进展的研究。本回顾性研究回顾了预期的 DCD 肺供体,使用逻辑回归和分类回归树(CART)对死亡进展的可能性进行预测模型。在 2014 年至 2018 年期间,334 名被推荐的 DCD 供体中有 159 名被接受,其中 100 名进展为移植,而 59 名(37%)没有进展。在逻辑回归中,ICU 住院时间≤5 天、影像学上存在严重的小脑下损伤和使用加压素与实际捐献的进展相关。WCRS 后 90 分钟内死亡可能性的 CART 模型预测在验证数据集的灵敏度为 1.00,阳性预测值为 0.56。在未进展的 DCD 组中,26 名在 WCRS 后 6 小时内死亡。在 ICU 入院后早期接受转诊,采用非自主通气模式、深度昏迷和严重小脑下损伤是相关的预测因素。CART 模型可用于排除进展可能性低的 DCD 供体候选者。