天津医药 ›› 2022, Vol. 50 ›› Issue (5): 528-532.doi: 10.11958/20212060

• 应用研究 • 上一篇    下一篇

南昌市西湖区结直肠癌筛查结果及进展期结直肠腺瘤列线图预测模型的构建#br#

邹夏慧,刘敦菊,万德惠,姜慧英   

  1. 南昌市第三医院消化内科(邮编330063)
  • 收稿日期:2021-09-06 修回日期:2021-12-31 出版日期:2022-05-15 发布日期:2022-07-04
  • 基金资助:
    江西省卫生健康委员会科技计划(20197041)

Colorectal cancer screening results and the establishment of the prediction model of advanced colorectal adenoma in Xihu district, Nanchang city#br# #br#

ZOU Xiahui, LIU Dunju, WAN Dehui, JIANG Huiying   

  1. Department of Gastroenterology, Nanchang Third Hospital, Nanchang 330063, China
  • Received:2021-09-06 Revised:2021-12-31 Published:2022-05-15 Online:2022-07-04

摘要: 目的 统计南昌市西湖区结直肠癌筛查情况,同时构建列线图预测模型,评价其对进展期结直肠腺瘤的预测价值。方法 选取进行结直肠癌筛查的40~74岁人群,共计10 618例。所有研究对象经2次粪便隐血试验(FOBT)及调查问卷确定高危人群。高危人群接受结肠镜检查,统计5年间结直肠疾病的检出情况。根据筛检结果,比较进展期和非进展期结直肠腺瘤患者的临床特征差异,Logistic回归分析罹患进展期结直肠腺瘤的危险因素,根据筛选出的危险因素,构建列线图预测模型,并评价其预测价值。结果 10 168例参与筛查者中,初步筛查确定高危人群2 078例,其中1 573例(75.7%)完成结肠镜检查。1 573例中共检出结直肠疾病584例(37.1%),包括结直肠癌18例(1.1%),进展期腺瘤79例(5.0%),非进展期腺瘤224例(14.2%),非腺瘤性息肉254例(16.2%),炎症性肠病9例(0.6%)。单因素分析及多因素Logistic回归分析结果显示,男性、高龄、肥胖、有结肠癌家族史、饮酒、吸烟、喜食红肉、腺瘤大体形态呈有蒂或无蒂是进展期结直肠腺瘤的主要危险因素。纳入上述指标绘制列线图,预测受试者工作特征(ROC)曲线下面积(AUC)为0.798(95%CI:0.737~0.859),内部验证C指数为0.797。校准曲线显示,该列线图预后模型预测的发生率与实际观察的发生率一致性良好(χ2=5.169,P=0.739)。结论 南昌市西湖区40~74岁人群结肠癌和进展期结直肠腺瘤检出率均较低。高龄、男性、肥胖、饮酒、吸烟、有结直肠肿瘤家族史对出现进展期结直肠腺瘤的风险明显升高,根据上述因素构建的列线图模型预测价值较好。

关键词: 结直肠肿瘤, 腺瘤, 结肠镜检查, 列线图, 危险因素, 进展期结直肠腺瘤

Abstract: Objective To investigate data of colorectal cancer screening in Xihu district, Nanchang city, and to construct a line graph prediction model to evaluate its predictive value for advanced colorectal adenoma. Methods A total of 10 618 patients aged 40 to 74 who underwent colon cancer screening were selected. All subjects were identified by two fecal immunoassay fecal occult blood tests (FOBT) and questionnaire. The high-risk group underwent colonoscopy, and the detection of colon diseases during the 5-year period was counted. According to the screening results, the clinical characteristics of non-advanced colorectal adenoma and advanced colorectal adenoma were compared, and the risk factors of advanced colorectal adenoma were analyzed by Logistic regression. Based on the screened risk factors, a line graph prediction model was constructed and its predictive value was evaluated. Results Among the 10 168 patients who participated in the screening, 2 078 patients were identified as the high-risk group by preliminary screening, and 1 573 patients were completed colonoscopy, with an examination rate of 75.7%. A total of 584 cases (37.1%) of colon diseases were detected, including 18 cases (1.1%) of colorectal cancer, 79 cases (5.0%) of advanced adenoma, 224 cases (14.2%) of non-advanced adenoma, 254 cases (16.2%) of non-adenomatous polyp, and 9 cases (0.6%) of inflammatory bowel disease. Univariate and multivariate Logistic regression analysis showed that male, old age, obesity, smoking, alcohol consumption, family history of colon cancer, appetite for red meat, and gross shape were the main risk factors for advanced colorectal adenoma. The area under receiver (AUC) of characteristic operating curve (ROC) predicted by the inclusion of the above indicators was 0.798 (95%CI: 0.737-0.859), and the internal validation C index was 0.797. The calibration curve showed that the incidence rate predicted by the linear prognostic model was in good agreement with the observed incidence rate (χ2=5.169,P=0.739). Conclusion The detection rates of colon cancer and advanced colorectal adenoma in 40-74 year-olds in Xihu district of Nanchang city are low, and the detection rate of advanced colorectal adenoma is 5.02%. The risk of developing advanced colorectal adenoma is significantly increased in patients with advanced colorectal adenoma who are aged, male, obese, drinking alcohol, smoking, complicated with diabetes, and a family history of colorectal cancer. Therefore, the linear graph model constructed according to the above factors has good predictive value.

Key words: colorectal neoplasms, adenoma, colonoscopy, nomograms, risk factors, advanced colorectal adenoma

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