Department of Public Health and Epidemiology, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK.
Gut. 2011 Sep;60(9):1242-8. doi: 10.1136/gut.2010.225987. Epub 2011 Feb 25.
To determine the discrimination characteristics of a new algorithm and two existing symptom scoring systems for identification of patients with suspected colorectal cancer.
Derivation of algorithm by a case-control study and assessment of discrimination characteristics using receiver operating characteristics (ROC) curves. Three colorectal cancer scoring systems were investigated. The Bristol-Birmingham (BB) equation, which we derived from a large primary care dataset; the CAPER score, previously derived from a primary care case-control study and a symptom score derived from National Institute of Clinical Excellence (NICE) guidance for urgent referral of symptomatic patients. Their discrimination characteristics were investigated in two datasets: the BB derivation dataset and the CAPER score derivation dataset. The main analyses were ROC curves and the areas under them for all three algorithms in both datasets. Setting Electronic primary care databases. Main outcome measures Diagnosis of colorectal cancer.
In the BB dataset, areas under the curve were: BB equation 0.83 (95% CI 0.82 to 0.84); CAPER 0.79 (95% CI 0.79 to 0.80); the NICE guidelines 0.65 (95% CI 0.64 to 0.66). In the CAPER dataset, areas under the curve were: BB 0.92 (95% CI 0.91 to 0.94); CAPER 0.91 (95% CI 0.89 to 0.93); NICE guidelines 0.75 (95% CI 0.72 to 0.79). In subjects under 50 the discrimination characteristics of NICE referral guidelines were no better than chance.
Both multivariable symptom scoring systems performed significantly better than NICE referral guidelines.
确定一种新算法和两种现有的症状评分系统对疑似结直肠癌患者的鉴别特征。
通过病例对照研究得出算法,并使用接收者操作特征(ROC)曲线评估鉴别特征。研究了三种结直肠癌评分系统。Bristol-Birmingham(BB)方程是我们从大型初级保健数据库中得出的;CAPER 评分是从初级保健病例对照研究和国民健康保险制度(NICE)对有症状患者紧急转诊的指导方针中得出的症状评分。在两个数据集(BB 推导数据集和 CAPER 评分推导数据集)中研究了它们的鉴别特征。主要分析是所有三个算法在两个数据集的 ROC 曲线和它们下面的面积。
电子初级保健数据库。
结直肠癌的诊断。
在 BB 数据集,曲线下面积为:BB 方程 0.83(95%CI 0.82 至 0.84);CAPER 0.79(95%CI 0.79 至 0.80);NICE 指南 0.65(95%CI 0.64 至 0.66)。在 CAPER 数据集,曲线下面积为:BB 0.92(95%CI 0.91 至 0.94);CAPER 0.91(95%CI 0.89 至 0.93);NICE 指南 0.75(95%CI 0.72 至 0.79)。在 50 岁以下的患者中,NICE 转诊指南的鉴别特征并不优于机会。
两种多变量症状评分系统的性能明显优于 NICE 转诊指南。