期刊文献+

经倾向指数匹配后的肝癌患者疗效评价 被引量:2

Effect evaluation of hepatocellular carcinoma patients after propensity score matching
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摘要 目的:将肝癌患者分为介入治疗(TACE)和介入加放疗(TCR)2组,用倾向指数匹配法均衡组间的协变量,评价2种治疗方式的效果。方法:采用logistic回归模型计算肝癌患者的倾向指数,然后按照倾向指数进行组间卡钳匹配,对匹配后的数据进行生存分析。结果:匹配前2组的生存率差异无统计学意义,Log-Rank检验的χ2=1.792,P=0.181;匹配后差异有统计学意义,Log-Rank检验的χ2=4.026,P=0.045。结论:采用倾向指数匹配法能有效降低混杂偏倚,对肝癌患者的治疗效果做出正确评价。 Aim:To evaluate the effects of transcatheter arterial chemoembolization(TACE)combined with or without radiation therapy on two groups of hepatocellular carcinoma(HCC) patients after balancing the covariates by propensity score.Methods:Each patient's propensity score from the model was calculated and made caliper matching according to the propensity score.And then make survival analysis for the matched data.Results:There were no significant differences in the survival rate between the 2 groups before matching,with χ2 of 1.792 and P of 0.181 from Log-Rank test.But the differences in the survival rate were statistically significant between the 2 groups after matching,with χ2 of 4.026 and P of 0.045 from Log-Rank test.Conclusion:Propensity score matching method can effectively reduce the confounding bias of non-randomized clinical observational data,helping us evaluate the curative effect of HCC patients correctly.
出处 《郑州大学学报(医学版)》 CAS 北大核心 2012年第6期769-772,共4页 Journal of Zhengzhou University(Medical Sciences)
基金 国家自然科学基金资助项目81141112 山东省自然基金资助项目ZR2009CM117
关键词 倾向指数 匹配法 肝癌 生存分析 propensity score matching method hepatocellular carcinoma survival analysis
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参考文献14

  • 1Hong S,Youn YN,Yi G. Long term results of ST-segment elevation myocardial infarction versus non-ST-segment elevation myocardial infarction after off-pump coronary artery bypass grafting:propensity score matching analysis[J].Journal of Korean Medical Science,2012,(02):153.
  • 2Berger JS,Herout PM,Harshaw Q. Bleeding-associated outcomes with preoperative clopidogrel use in on-and off-pump coronary artery bypass[J].Thrombosis and Haemostasis,2012,(01):56.
  • 3Wisnivesky JP,Halm EA,Bonomi M. Postoperative radiotherapy for elderly patients with stage Ⅲ lung cancer[J].Cancer,2012,(18):4478.
  • 4Oh KH,Hwang YH,Cho JH. Outcome of early initiation of peritoneal dialysis in patients with end-stage renal failure[J].Journal of Korean Medical Science,2012,(02):170.
  • 5Little RJ,Rubin DB. Causal effects in clinical and epidemiological studies via potential outcomes:concepts and analytical approaches[J].Annual Review of Public Health,2000.121.
  • 6Linden A,Adams JL. Combining the regression discontinuity design and propensity score-based weighting to improve causal inference in program evaluation[J].Journal of Evaluation in Clinical Practice,2012,(02):317.
  • 7Scrutinio D,Passantino A,Catanzaro R. Inpatient cardiac rehabilitation soon after hospitalization for acute decompensated heart failure:a propensity score study[J].J Cardiopulm Rehabil Prev,2012,(02):71.
  • 8郑亮,夏结来,王素珍,蔡宏伟,钟成梁,辛卫权.非随机化临床试验中倾向指数的应用[J].现代预防医学,2009,36(15):2805-2806. 被引量:19
  • 9王永吉,蔡宏伟,夏结来,蒋志伟.倾向指数第二讲倾向指数常用研究方法[J].中华流行病学杂志,2010,31(5):584-585. 被引量:47
  • 10王永吉,蔡宏伟,夏结来,蒋志伟.倾向指数:第一讲 倾向指数的基本概念和研究步骤[J].中华流行病学杂志,2010,31(3):347-348. 被引量:91

二级参考文献58

  • 1王滨,徐辉,曹贵文,孙业全,于德新,宁厚法.肝动脉化疗栓塞对肝癌肿瘤新生血管生成及血管内皮细胞生长因子表达的影响[J].中华放射学杂志,2005,39(2):204-206. 被引量:59
  • 2钱骏,Vossoughi Daryusch,Oppermann Elsie,Vogl Thomas,冯敢生.血管生成抑制剂烟曲霉素衍生物在介入治疗肝细胞癌实验中的应用[J].中华放射学杂志,2006,40(1):13-16. 被引量:14
  • 3陈晓明,罗鹏飞.肝癌经导管肝动脉化疗性栓塞存在的问题与对策[J].实用医学杂志,2007,23(6):786-787. 被引量:14
  • 4Shenyang Guo, Richard P Barth, Claire Gibbons. Propensity score matching strategies for evaluating substance abuse services for child welfare clients [J]. Children and Youth Services Review, 2006, 28 : 357-383.
  • 5Concato J, Shah N, Horwitz RI. Randomized, controlled trials, observational studies, and the hierarchy of research designs [J]. N Engl J Med, 2000, 342: 1887-1892.
  • 6Miettinen OS. Stratification by a multivariate confounder score [J]. Am J Epidemiol. 1976, 104: 609-620.
  • 7Helena Marti, Jon Perez-Bareena, Miquel Fiol. Analysis with the propensity score of the association between likelihood of treatment and event of interest in observational studies [J]. An example with myocardial reperfusion, 2005, 58: 126-136.
  • 8Rosenbaum, P.R., Rubin, D.B. The central role of the propensity score in observational studies for causal effects[J]. Biometrika, 1983, 70: 41-55.
  • 9Til Sturmer, Manisha Joshi, Robert I. Glynn. A review of the application of propensity score methods yielded increasing use, advantages in specific settings, but not substantially different esti- mates compared with conventional muhivariable methods [JJ. Journal of Clinical Epidemiology, 2006, 59 : 437-447.
  • 10Andrew C. Leon, Donald Hedeker. Quintile stratification based on a misspeeified propensity score in longitudinal treatment effectiveness analyses of ordinal doses [J].Computational Statistics & Data Analysis, 2007, 51: 6114-6122.

共引文献117

同被引文献32

  • 1许良中,杨文涛.免疫组织化学反应结果的判断标准[J].中国癌症杂志,1996,6(4):229-231. 被引量:1365
  • 2汪涛,冯学山,吴擢春.非随机化医学研究中风险比的一种估计方法[J].中国卫生统计,2004,21(5):293-296. 被引量:7
  • 3吴孟超,沈锋,吴东.原发性肝癌的外科治疗[J].中华肝胆外科杂志,2005,11(2):75-77. 被引量:16
  • 4Chou HY, Wang TH, Lee SC, et al. Phosphorylation of NuSAP by Cdkl regulates its interaction with microtubules in mitosis[J]. Cell Cycle, 2011, 10(23): 4083-9.
  • 5lyer J, Moghe S, Furukawa M, et al. What's Nu(SAP) in mitosis and cancer[J]. Cell Signal, 2011, 23(6): 991-8.
  • 6Tung-Ping Poon R, Fan ST, Wong J. Risk factors, prevention, and management of postoperative recurrence after resection of hepatocellular carcinoma[J]. Ann Surg, 2000, 232(1): 10-24.
  • 7Raemaekers T, Ribbeck K, Beaudouin J, et al. NuSAP, a novel microtubule-associated protein involved in mitotic spindle organization[J]. J Cell Biol, 2003, 162(6): 1017-29.
  • 8Satow R, Shitashige M, Kanai Y, et al. Combined functional genome survey of therapeutic targets for hepatocellular carcinoma[J]. Clin Cancer Res, 2010, 16(9): 2518-28.
  • 9Rubin DB, Rosenbaum PR. The central role of the propensity score in observational studies for causal effects [ J ]. Biometrika, 1983, 70 (1): 41-55.
  • 10Katherine HH, Thomas AK Propensity score modeling strategies for the catlsal analysis of observational data [ J ]. Biostatistics, 2002, 3 (2): 179 -193.

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