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内镜切除术后进展期大肠腺瘤复发风险评分的建立与验证

Development and validation of a risk score for advanced colorectal adenoma recurrence after endoscopic resection.

作者信息

Facciorusso Antonio, Di Maso Marianna, Serviddio Gaetano, Vendemiale Gianluigi, Muscatiello Nicola

机构信息

Antonio Facciorusso, Marianna Di Maso, Nicola Muscatiello, Gastroenterology Unit, University of Foggia, 71100 Foggia, Italy.

出版信息

World J Gastroenterol. 2016 Jul 14;22(26):6049-56. doi: 10.3748/wjg.v22.i26.6049.

Abstract

AIM

To develop and validate a risk score for advanced colorectal adenoma (ACA) recurrence after endoscopic polypectomy.

METHODS

Out of 3360 patients who underwent colon polypectomy at University of Foggia between 2004 and 2008, data of 843 patients with 1155 ACAs was retrospectively reviewed. Surveillance intervals were scheduled by guidelines at 3 years and primary endpoint was considered 3-year ACA recurrence. Baseline clinical parameters and the main features of ACAs were entered into a Cox regression analysis and variables with P < 0.05 in the univariate analysis were then tested as candidate variables into a stepwise Cox regression model (conditional backward selection). The regression coefficients of the Cox regression model were multiplied by 2 and rounded in order to obtain easy to use point numbers facilitating the calculation of the score. To avoid overoptimistic results due to model fitting and evaluation in the same dataset, we performed an internal 10-fold cross-validation by means of bootstrap sampling.

RESULTS

Median lesion size was 16 mm (12-23) while median number of adenomas was 2.5 (1-3), whereof the number of ACAs was 1.5 (1-2). At 3 years after polypectomy, recurrence was observed in 229 ACAs (19.8%), of which 157 (13.5%) were metachronous neoplasms and 72 (6.2%) local recurrences. Multivariate analysis, after exclusion of the variable "type of resection" due to its collinearity with other predictive factors, confirmed lesion size, number of ACAs and grade of dysplasia as significantly associated to the primary outcome. The score was then built by multiplying the regression coefficients times 2 and the cut-off point 5 was selected by means of a Receiver Operating Characteristic curve analysis. In particular, 248 patients with 365 ACAs fell in the higher-risk group (score ≥ 5) where 3-year recurrence was detected in 174 ACAs (47.6%) whereas the remaining 595 patients with 690 ACAs were included in the low-risk group (score < 5) where 3-year recurrence rate was 7.9% (55/690 ACAs). Area under the curve of the model was 0.81 (0.72-0.86) with an overall classification error rate of 0.09. The model was finally validated by means of 10-fold cross validation.

CONCLUSION

Our study provides support for the use of a novel risk score as a clinical predictor of ACA recurrence after colon polypectomy.

摘要

目的

制定并验证内镜息肉切除术后进展期结直肠腺瘤(ACA)复发的风险评分。

方法

回顾性分析2004年至2008年在福贾大学接受结肠息肉切除术的3360例患者中843例患者1155个ACA的资料。按照指南安排监测间隔为3年,主要终点为3年ACA复发。将基线临床参数和ACA的主要特征纳入Cox回归分析,单因素分析中P<0.05的变量作为候选变量纳入逐步Cox回归模型(条件向后选择)。将Cox回归模型的回归系数乘以2并四舍五入,以获得便于计算评分的易用点数。为避免因在同一数据集中进行模型拟合和评估而导致结果过于乐观,我们通过自抽样进行了内部10倍交叉验证。

结果

病变大小中位数为16mm(12 - 23),腺瘤数量中位数为2.5个(1 - 3个),其中ACA数量为1.5个(1 - 2个)。息肉切除术后3年,229个ACA(19.8%)出现复发,其中157个(13.5%)为异时性肿瘤,72个(6.2%)为局部复发。多因素分析中,因“切除类型”变量与其他预测因素共线性而将其排除后,确认病变大小、ACA数量和发育异常程度与主要结局显著相关。然后通过将回归系数乘以2构建评分,并通过受试者工作特征曲线分析选择截断点5。具体而言,248例患者的365个ACA属于高风险组(评分≥5),其中174个ACA(47.6%)在3年时出现复发,而其余595例患者的690个ACA属于低风险组(评分<5),3年复发率为7.9%(55/690个ACA)。模型的曲线下面积为0.81(0.72 - 0.86),总体分类错误率为0.09。该模型最终通过10倍交叉验证得到验证。

结论

我们的研究为使用一种新型风险评分作为结肠息肉切除术后ACA复发的临床预测指标提供了支持。

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