Fuller Stephanie M, He Xia, Jacobs Jeffrey P, Pasquali Sara K, Gaynor J William, Mascio Christopher E, Hill Kevin D, Jacobs Marshall L, Kim Yuli Y
Division of Cardiothoracic Surgery, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Duke Clinical Research Institute, Durham, North Carolina.
Ann Thorac Surg. 2015 Nov;100(5):1728-35; discussion 1735-6. doi: 10.1016/j.athoracsur.2015.07.002. Epub 2015 Sep 26.
Adjustment for case mix is critical to accurate outcomes analysis in congenital heart surgery. Established tools encompass all age groups and are not specific to the growing population of adults undergoing congenital heart operations. We derived an empirically based adult congenital heart surgery (ACHS) mortality score.
In-hospital mortality was analyzed for the 152 most common procedures/procedural groups in adults 18 years of age and older in The Society of Thoracic Surgeons Congenital Heart Surgery Database (STS-CHSD) (2000-2013). Procedure-specific adult mortality rate estimates were calculated using Bayesian methods adjusting for small denominators for procedures with 30 cases or more (N = 52). Each procedural group was assigned an ACHS mortality score ranging from 0.1 to 3.0 based on the estimated mortality rate. Discrimination was assessed using the c-index in a separate validation sample.
A total of 12,513 procedures (116 centers) were analyzed. Overall unadjusted mortality was 1.8%. Significant differences in mortality rates in adults compared with all ages were seen for several procedures, including Ebstein's repair (0.7% versus 4.9%; p = 0.003) and Fontan operations (6.8% versus 1.4%; p < 0.01). The procedure with the lowest model-based estimate of mortality and accompanying ACHS mortality score was atrial septal defect repair (0.2%, 0.1), and the highest was Fontan revision (9.7%, 3.0). The c-index for the ACHS mortality score was 0.809 versus 0.777 for the "non-age-specific" Society of Thoracic Surgeons-European Association for Cardio-thoracic Surgery (STAT) mortality score applied to adults.
Risk estimation based on the aggregate of all age groups is suboptimal when analyzing outcomes specifically among adults. An empirically based ACHS mortality score can facilitate case-mix adjustment by providing accurate estimation of mortality risk for adults.
病例组合调整对于先天性心脏病手术的准确预后分析至关重要。现有的工具涵盖所有年龄组,并非专门针对接受先天性心脏手术的成年人群。我们得出了一个基于经验的成人先天性心脏病手术(ACHS)死亡率评分。
在胸外科医师协会先天性心脏病手术数据库(STS-CHSD)(2000 - 2013年)中,对18岁及以上成年人的152种最常见手术/手术组的院内死亡率进行了分析。使用贝叶斯方法计算特定手术的成人死亡率估计值,对30例或更多病例的手术(N = 52)的小分母进行调整。根据估计的死亡率,为每个手术组分配一个范围从0.1到3.0的ACHS死亡率评分。在一个单独的验证样本中使用c指数评估辨别力。
共分析了12,513例手术(116个中心)。总体未调整死亡率为1.8%。与所有年龄组相比,成人在几种手术中的死亡率存在显著差异,包括埃布斯坦畸形修复术(0.7%对4.9%;p = 0.003)和Fontan手术(6.8%对1.4%;p < 0.01)。基于模型的死亡率估计最低且对应的ACHS死亡率评分的手术是房间隔缺损修复术(0.2%,0.1),最高的是Fontan翻修术(9.7%,3.0)。ACHS死亡率评分的c指数为0.809,而应用于成年人的“非年龄特异性”胸外科医师协会 - 欧洲心胸外科学会(STAT)死亡率评分为0.777。
在专门分析成人的预后时,基于所有年龄组合计的风险估计并不理想。基于经验的ACHS死亡率评分可以通过准确估计成人的死亡风险来促进病例组合调整。