Validation of the ACS NSQIP surgical risk calculator in older patients with colorectal cancer undergoing elective surgery

医学 置信区间 计算器 接收机工作特性 队列 人口 队列研究 风险评估 随机对照试验 外科 曲线下面积 内科学 急诊医学 环境卫生 计算机科学 操作系统 计算机安全
作者
Heleen C. van der Hulst,Jan Willem T. Dekker,Esther Bastiaannet,Jessica M. van der Bol,Frederiek van den Bos,Marije E. Hamaker,A. H. W. Schiphorst,D J A Sonneveld,J.S. Schuijtemaker,Robin J de Jong,Johanneke E.A. Portielje,Esteban T.D. Souwer
出处
期刊:Journal of Geriatric Oncology [Elsevier BV]
卷期号:13 (6): 788-795 被引量:13
标识
DOI:10.1016/j.jgo.2022.04.004
摘要

For clinical decision making it is important to identify patients at risk for adverse outcomes after colorectal cancer (CRC) surgery, especially in the older population. Because the American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) surgical risk calculator is potentially useful in clinical practice, we performed an external validation in a Dutch multicenter cohort of patients ≥70 years undergoing elective non-metastatic CRC surgery.We compared the ACS NSQIP calculator mean predicted risk to the overall observed rate of anastomotic leakage, return to operation room, pneumonia, discharge not to home, and readmission in our cohort using a one-sample Z-test. Calibration plots and receiver operating characteristic (ROC) curves were used to determine the calculator's performance.Six hundred eighty-two patients were included. Median age was 76.2 years. The ACS NSQIP calculator accurately predicted the overall readmission rate (predicted: 8.6% vs. observed: 7.8%, p = 0.456), overestimated the rate of discharge not to home (predicted:11.2% vs. observed: 7.0% p = 0.005) and underestimated the observed rate of all other outcomes. The calibration plots showed poor calibration for all outcomes. The ROC-curve showed an area under the curve (AUC) of 0.75 (95% confidence interval [CI] 0.67-0.83) for pneumonia and 0.70 (0.62-0.78) for discharge not to home. The AUC for all other outcomes was poor.The ACS NSQIP surgical risk calculator had a poor individual risk prediction (calibration) for all outcomes and only a fair discriminative ability (discrimination) to predict pneumonia and discharge not to home. The calculator might be considered to identify patients at high risk of pneumonia and discharge not to home to initiate additional preoperative interventions.
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