中国癌症杂志 ›› 2019, Vol. 29 ›› Issue (7): 501-507.doi: 10.19401/j.cnki.1007-3639.2019.07.004

• 论著 • 上一篇    下一篇

胃癌高危因素评分模型构建及对筛查时机、方案选择的价值研究

苗长丰 1 ,马云涛 1 ,王晓鹏 2 ,狐 鸣 1 ,杨晓军 1   

  1. 1. 甘肃省人民医院普外科,甘肃 兰州 730030 ;
    2. 甘肃省人民医院西院区普外科,甘肃 兰州 730000
  • 出版日期:2019-07-30 发布日期:2019-07-12
  • 通信作者: 杨晓军 E-mail: yangxjmd@aliyun.com
  • 基金资助:
    国家自然科学基金项目(81660398)。

Construction of the risk factor model of gastric cancer and its value in screening opportunity and options

 MIAO Changfeng 1 , MA Yuntao 1 , WANG Xiaopeng 2 , HU Ming 1 , YANG Xiaojun 1   

  1. 1. Department of General Surgery, Gansu Provincial People’s Hospital, Lanzhou 730030, Gansu Province, China; 2. Department of General Surgery, Gansu Provincial People’s Hospital West Hospital Area, Lanzhou 730000, Gansu Province, China
  • Published:2019-07-30 Online:2019-07-12
  • Contact: YANG Xiaojun E-mail: yangxjmd@aliyun.com

摘要: 背景与目的:伺机性筛查也称为个体筛查,是一种基于临床表征的筛查方法,花费少,患者依从性高,是目前提高我国早期胃癌检出率的可行途径。基于患者基线资料及血液学检查等常用指标,构建一套关于胃癌高危因素评分模型,探讨其对胃癌高危患者筛查时机、方案选择的价值,以期为临床高效筛查提供更多依据。方法:收集2014年6月—2017年12月甘肃省人民医院普外科收治的387例胃黏膜相关疾病患者为研究对象。收集幽门螺杆菌(Helicobacter pylori,HP)感染情况、血清胃蛋白酶原(pepsinogen,PG)Ⅰ及PGⅠ/Ⅱ等指标,采用病例-对照的研究方法,构建胃癌高危评分模型。结果:受试者工作特征(receiver operating characteristic,ROC)曲线显示,当PGⅠ为43.7 μg/L时,曲线下面积最大为0.736,其灵敏度为0.529,特异度为0.779。当PGⅠ/Ⅱ为2.2 μg/L时,曲线下面积最大为0.780,其灵敏度为0.578,特异度为0.849。将二者并联时,对胃癌诊断的灵敏度为71.8%、特异度为75.5%,可确定PGⅠ≤43.7 μg/L且PGⅠ/Ⅱ≤2.1 μg/L是最佳筛查临界值。单因素分析结果显示,两组患者的性别构成、年龄、饮用水类型、家族史、食用腌制品、HP感染、PGⅠ及PGⅠ/Ⅱ等差异有统计学意义(P<0.05)。进一步行多因素Logistic分析发现,患者性别、饮用水类型、HP感染、家族史、PGⅠ、PGⅠ/Ⅱ及年龄是影响患者胃癌发生的独立危险因素(P<0.05)。在Logistic分析基础上,对各危险因素进行赋值,建立评分模型:Y=A×年龄+30×性别+30×饮用水+30×HP(+)+50×家族史+B×PG水平(35~45岁:A=20;46~55岁:A=40;56~65岁:A=70;≥66岁:A=80。当PGⅠ≤43.7 μg/L且PGⅠ/Ⅱ>2.1 μg/L:B=10;PGⅠ>43.7 μg/L且PGⅠ/Ⅱ≤2.1 μg/L:B=30;PGⅠ≤43.7 μg/L且PGⅠ/Ⅱ≤2.1 μg/L:B=80)。根据构建模型对两组患者评分进行验证,结果发现,病例组评分[(209.78±46.98)分]显著高于对照组[(122.37±56.37)分],差异有统计学意义(χ 2 =13.962,P<0.001)。ROC曲线显示,当临界值为156分时,曲线下面积最大为0.876,灵敏度为0.880,特异度为0.716,Youden指数=0.595。拟合优度经Hosmer-Lemeshow检验后发现,模型HL指标为13.492,P=0.095,表明模型拟合度较好。结论:根据建立的胃癌评分模型,对评分≥156且因消化道相关不适而就诊的患者,应视为高危人群,建议至少每年进行1次胃镜随访。

关键词: 胃肿瘤, 受试者工作特征曲线, 危险因素, 幽门螺杆菌

Abstract: Background and purpose: The opportunistic screening, also known as individual screening, is a clinic-based screening method, which is a feasible way to improve the detection rate of early gastric cancer in China. Based on the data of patients and hematological indexes, we constructed a scoring model of high risk factors for gastric cancer, and explored its value in screening gastric cancer patients. Methods: Three hundred and eighty-seven patients were enrolled in this study. We investigated the Helicobacter pylori (HP) infection, serum pepsinogen (PG)Ⅰ, PGⅠ/Ⅱ level and other indexes. The high risk assessment model of gastric cancer was constructed. Results: The receiver operating characteristic (ROC) curve showed that the maximum area under the curve was 0.736 when PGⅠ was 43.7 μg/L. When PGⅠ/Ⅱ was 2.2 μg/L, the maximum area under the curve was 0.780. PG=43.7 μg/L and PGⅠ/Ⅱ=2.1 μg/L were the best screening critical values. Gender, drinking water type, HP infection, family history, PGⅠ, PGⅠ/Ⅱ level and age were independent risk factors for gastric cancer in the patients (P<0.05). On the basis of logistic regression analysis, the risk factors were assigned and the scoring model was established: Y=A×age +30×gender +30×drinking water +30×HP (+) +50×family history +B×PG level (35-45 years: A=20; 46-55 years: A=40; 56-65 years: A=70; ≥66 years: A=80. PGⅠ≤43.7 μg/L and PGⅠ/Ⅱ>2.1 μg/L: B=10; PGⅠ>43.7 μg/L and PGⅠ/Ⅱ≤2.1 μg/L: B=30; PGⅠ≤43.7 μg/L and PGⅠ/Ⅱ≤2.1 μg/L: B=80). According to the construction model, the scores of the two groups were verified. The results showed that the score of case group (209.78±46.98) was significantly higher than that of the control group (122.37±56.37) (χ 2 =13.962, P<0.001). The ROC curve showed that the maximum area under the curve was 0.876 when the critical value was 156, and the Youden index was 0.595. After Hosmer-Lemeshow test, it was found that the fitting degree of the model was better. Conclusion: According to the scoring model of gastric cancer, the patients whose score ≥156 with gastrointestinal discomfort, should be regarded as high-risk population, and it is recommended to have a follow-up gastroscopy at least once a year.

Key words: Gastric neoplasms, Receiver operating characteristic curve, Risk factors, Helicobacter pylori