Gadgil Nisha, Pan I-Wen, Babalola Solomon, Lam Sandi
Department of Neurosurgery, Division of Pediatric Neurosurgery, Baylor College of Medicine, Texas Children's Hospital, Houston, TX.
J Craniofac Surg. 2018 Sep;29(6):1546-1550. doi: 10.1097/SCS.0000000000004654.
The American College of Surgeons' National Surgical Quality Improvement Program-Pediatric (NSQIP-P) risk calculator was developed based on national data. There have been no studies assessing the risk calculator's performance in pediatric neurosurgery. The authors aimed to evaluate the predictions from the risk calculator compared to our single institution experience in craniosynostosis surgery.
Outcomes from craniosynostosis surgeries performed between 2012 and 2016 at our academic pediatric hospital were evaluated using the NSQIP-P risk calculator. Descriptive statistics were performed comparing predicted 30-day postoperative events and clinically observed outcomes. The performance of the calculator was evaluated using the Brier score and receiver operating characteristic curve (ROC).
A total of 202 craniosynostosis surgeries were included. Median age was 0.74 years (range 0.15-6.32); 66% were males. Blood transfusion occurred in 162/202 patients (80%). The following clinical characteristics were statistically correlated with surgical complications: American Society of Anesthesiologists physical status classification >1 (P < 0.001), central nervous system abnormality (P < 0.001), syndromic craniosynostosis (P = 0.001), and redo operations (P = 0.002). Postoperative events occurred in <3%, including hardware breakage, tracheal-cartilaginous sleeve associated with critical airway, and surgical site infection. The calculator performed well in predicting any complication (Brier = 0.067, ROC = 73.9%), and for pneumonia (Brier = 0.0049, ROC 99%). The calculator predicted a low rate of cardiac complications, venous thromboembolism, renal failure, reintubation, and death; the observed rate of these complications was 0.
The risk calculator demonstrated reasonable ability to predict the low number of perioperative complications in patients undergoing craniosynostosis surgery with a composite complications outcome. Efforts to improve the calculator may include further stratification based on procedure-specific risk factors.
美国外科医师学会国家外科质量改进计划-儿科(NSQIP-P)风险计算器是基于全国数据开发的。尚未有研究评估该风险计算器在儿科神经外科手术中的表现。作者旨在将风险计算器的预测结果与我们单机构在颅缝早闭手术中的经验进行比较。
使用NSQIP-P风险计算器评估2012年至2016年在我们学术性儿科医院进行的颅缝早闭手术的结果。进行描述性统计,比较预测的术后30天事件和临床观察到的结果。使用Brier评分和受试者工作特征曲线(ROC)评估计算器的性能。
共纳入202例颅缝早闭手术。中位年龄为0.74岁(范围0.15 - 6.32岁);66%为男性。162/202例患者(80%)发生输血。以下临床特征与手术并发症在统计学上相关:美国麻醉医师协会身体状况分类>1(P<0.001)、中枢神经系统异常(P<0.001)、综合征性颅缝早闭(P = 0.001)和再次手术(P = 0.002)。术后事件发生率<3%,包括硬件断裂、与危急气道相关的气管软骨套和手术部位感染。该计算器在预测任何并发症(Brier = 0.067,ROC = 73.9%)和肺炎(Brier = 0.0049,ROC = 99%)方面表现良好。该计算器预测心脏并发症、静脉血栓栓塞、肾衰竭、再次插管和死亡的发生率较低;这些并发症的观察发生率为0。
该风险计算器在预测颅缝早闭手术患者围手术期并发症数量较少且为综合并发症结果方面显示出合理的能力。改进该计算器的努力可能包括基于特定手术风险因素进行进一步分层。