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预防医学  2026, Vol. 38 Issue (6): 545-549    DOI: 10.19485/j.cnki.issn2096-5087.2026.06.002
  结核病主动发现与预防性干预专题 本期目录 | 过刊浏览 | 高级检索 |
基于决策树-马尔可夫模型的南京市老年糖尿病患者肺结核筛查成本效用分析
江燕1, 王荣1, 温佳鑫2
1.南京市疾病预防控制中心,江苏 南京 210003;
2.苏州市姑苏区疾病预防控制中心,江苏 苏州 215000
Cost-utility analysis of pulmonary tuberculosis screening among elderly patients with diabetes mellitus in Nanjing City based on a decision tree-Markov model
JIANG Yan1, WANG Rong1, WEN Jiaxin2
1. Nanjing Center for Disease Control and Prevention, Nanjing, Jiangsu 210003, China;
2. Gusu District Center for Disease Control and Prevention, Suzhou, Jiangsu 215000, China
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摘要 目的 采用决策树-马尔可夫(Markov)模型分析不同肺结核筛查方案的成本效用,为南京市老年糖尿病患者肺结核防控策略提供理论依据。方法 研究基线数据来源于国家基本公共卫生服务项目管理信息平台,选择年龄≥65岁且无活动性肺结核病史和(或)服用抗结核药物治疗史的糖尿病患者为基线队列,结合症状和X线检查拟定3种不同的肺结核筛查方案,分别为因症就诊的被动筛查方案、症状阳性后X线检查的两步筛查方案和症状筛查后X线检查的联合筛查方案。构建老年糖尿病患者肺结核发生发展的决策树-Markov模型,比较3种筛查方案的增量成本效用比(ICUR),并对模型进行敏感性分析。结果 模拟筛查老年糖尿病患者10万例,被动筛查、两步筛查和联合筛查方案分别检出肺结核患者3 116、4 656和5 086例,检出率为3.12%、4.66%和5.09%,差异有统计学意义(P<0.05);因肺结核死亡分别为513、160和82例,死亡率为16.46%、3.44%和1.61%,差异有统计学意义(P<0.05)。与被动筛查方案相比,两步筛查、联合筛查方案的ICUR分别为37 546.89元/质量调整生命年(QALY)和77 827.52元/QALY,均具有成本效用。与两步筛查方案相比,联合筛查方案的ICUR为197 395.55元/QALY,具有成本效用。敏感性分析显示,结果总体稳健,意愿支付阈值为241 041元/QALY时,联合筛查方案具有成本效用的概率最高,为63.70%。结论 理论上对南京市老年糖尿病患者开展症状筛查后X线检查的肺结核联合筛查方案更具成本效用,建议在老年糖尿病患者中推广。
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江燕
王荣
温佳鑫
关键词 老年人糖尿病肺结核主动筛查成本效用分析    
AbstractObjective To evaluate the cost-utility of different pulmonary tuberculosis screening programs using a decision tree-Markov model, so as to provide the theoretical basis for pulmonary tuberculosis prevention and control strategies among elderly patients with diabetes mellitus in Nanjing. Methods The baseline data for this study were obtained from the National Basic Public Health Service Project Management Information Platform. The baseline cohort consisted of patients with diabetes mellitus aged ≥65 years with no history of active tuberculosis and/or currently taking anti-tuberculosis medications. Based on symptoms and chest X-ray findings, three different screening protocols for pulmonary tuberculosis were developed: a passive screening protocol for patients presenting with symptoms, a two-step screening protocol involving X-ray examination following positive symptoms, and a combined screening protocol involving X-ray examination following symptom-based screening; Treeage Pro 2022 software was used to construct a decision tree-Markov model simulating the incidence and progression of pulmonary tuberculosis in elderly patients with diabetes mellitus. The incremental cost-utility ratio (ICUR) of the three screening strategies was calculated and compared in terms of yuan per quality-adjusted life year (QALY), and sensitivity analyses were performed on the model. Results In a simulated screening of 100 000 elderly patients with diabetes mellitus, the number of pulmonary tuberculosis cases detected by passive screening, two-step screening, and combined screening were 3 116, 4 656, and 5 086, with corresponding detection rates of 3.12%, 4.66%, and 5.09%, respectively. The differences were statistically significant (P<0.05). The number of pulmonary tuberculosis-related deaths were 513, 160, and 82, with corresponding mortality of 16.46%, 3.44%, and 1.61%, respectively, and the differences were also statistically significant (P<0.05). Compared with the passive screening strategy, the ICURs for the two-step screening and combined screening strategies were 37 546.89 yuan/quality-adjusted life-year (QALY) and 77 827.52 yuan/QALY, respectively, both of which demonstrated cost utility. Compared with the two-step screening strategy, the ICUR for the combined screening strategy was 197 395.55 yuan/QALY, demonstrating cost utility. Sensitivity analysis indicated that the results were generally robust; when the willingness-to-pay threshold was set at 241 041 yuan/QALY, the combined screening strategy had the highest probability of being cost-utility effective, at 63.70%. Conclusions Theoretically, the combined screening protocol for pulmonary tuberculosis, consisting of symptom screening followed by X-ray examination, is more cost-utility effective among elderly patients with diabetes mellitus in Nanjing City. Therefore, its implementation is recommended for this population.
Key wordsthe elderly    diabetes mellitus    pulmonary tuberculosis    active screening    cost-utility analysis
收稿日期: 2026-02-25      修回日期: 2026-06-01     
中图分类号:  R184  
基金资助:南京医科大学科技发展基金项目(NMUB20240281); 南京市疾控中心青年培育项目(NPY2403)
作者简介: 江燕,硕士,主管医师,主要从事肺结核预防与控制工作
通信作者: 温佳鑫,E-mail:1354465339@qq.com   
引用本文:   
江燕, 王荣, 温佳鑫. 基于决策树-马尔可夫模型的南京市老年糖尿病患者肺结核筛查成本效用分析[J]. 预防医学, 2026, 38(6): 545-549.
JIANG Yan, WANG Rong, WEN Jiaxin. Cost-utility analysis of pulmonary tuberculosis screening among elderly patients with diabetes mellitus in Nanjing City based on a decision tree-Markov model. Preventive Medicine, 2026, 38(6): 545-549.
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https://www.zjyfyxzz.com/CN/10.19485/j.cnki.issn2096-5087.2026.06.002      或      https://www.zjyfyxzz.com/CN/Y2026/V38/I6/545
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