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癌症患者的平均生存时间和中位生存时间应针对信息性删失进行校正。

Mean and median survival times of cancer patients should be corrected for informative censoring.

作者信息

Seppä Karri, Hakulinen Timo

机构信息

Finnish Cancer Registry, Institute for Statistical and Epidemiological Cancer Research, Helsinki, Finland.

出版信息

J Clin Epidemiol. 2009 Oct;62(10):1095-102. doi: 10.1016/j.jclinepi.2008.11.010. Epub 2009 Feb 28.

Abstract

OBJECTIVE

To estimate unbiasedly the mean and median survival time of cancer patients with incomplete follow-up. To assess the effects of informative censoring on estimates by using the crude and a bias-reducing method, based on weighted averages of the age-specific results.

STUDY DESIGN AND SETTING

Colon cancer patients diagnosed in 1970-1979 and thyroid cancer patients diagnosed in 1978-1987 were followed up until the end of each diagnosis period.

RESULTS

Because of informative censoring, the crude estimates of the mean lifetime grossly overestimate the survival of the colon cancer patients and underestimate the survival of the thyroid cancer patients. Together with the most recent population life tables, the bias-reducing method succeeds in estimating the mean and the median lifetime accurately.

CONCLUSION

Stratifying by age is essential when the mean or median lifetime of the patients with a wide age range is to be estimated. The bias-reducing method should be used if a single summary estimate for the whole patient group is needed. The median is preferable if more than half of the patients die soon after diagnosis. Predicted population life tables should be used in extrapolation.

摘要

目的

无偏估计随访不完全的癌症患者的平均生存时间和中位生存时间。基于特定年龄结果的加权平均值,采用粗略法和偏倚减少法评估信息性截尾对估计值的影响。

研究设计与背景

对1970 - 1979年诊断的结肠癌患者和1978 - 1987年诊断的甲状腺癌患者进行随访,直至各诊断期结束。

结果

由于信息性截尾,平均生存期的粗略估计严重高估了结肠癌患者的生存率,低估了甲状腺癌患者的生存率。结合最新的人口生命表,偏倚减少法成功地准确估计了平均生存期和中位生存期。

结论

当要估计年龄范围较广的患者的平均或中位生存期时,按年龄分层至关重要。如果需要对整个患者组进行单一汇总估计,应使用偏倚减少法。如果超过一半的患者在诊断后不久死亡,中位数更可取。外推时应使用预测的人口生命表。

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