Suppr超能文献

比较癌症患者的净生存估计值。

Comparing net survival estimators of cancer patients.

作者信息

Seppä Karri, Hakulinen Timo, Läärä Esa, Pitkäniemi Janne

机构信息

Finnish Cancer Registry, Institute for Statistical and Epidemiological Cancer Research, Unioninkatu 22, Helsinki, 00130, Finland.

Department of Mathematical Sciences, University of Oulu, Finland.

出版信息

Stat Med. 2016 May 20;35(11):1866-79. doi: 10.1002/sim.6833. Epub 2015 Dec 28.

Abstract

The net survival of a patient diagnosed with a given disease is a quantity often interpreted as the hypothetical survival probability in the absence of causes of death other than the disease. In a relative survival framework, net survival summarises the excess mortality that patients experience compared with their relevant reference population. Based on follow-up data from the Finnish Cancer Registry, we derived simulation scenarios that describe survival of patients in eight cancer sites reflecting different excess mortality patterns in order to compare the performance of the classical Ederer II estimator and the new estimator proposed by Pohar Perme et al. At 5 years, the age-standardised Ederer II estimator performed equally well as the Pohar Perme estimator with the exception of melanoma in which the Pohar Perme estimator had a smaller mean squared error (MSE). At 10 and 15 years, the age-standardised Ederer II performed most often better than the Pohar Perme estimator. The unstandardised Ederer II estimator had the largest MSE at 5 years. However, its MSE was often superior to those of the other estimators at 10 and 15 years, especially in sparse data. Both the Pohar Perme and the age-standardised Ederer II estimator are valid for 5-year net survival of cancer patients. For longer-term net survival, our simulation results support the use of the age-standardised Ederer II estimator.

摘要

被诊断患有特定疾病的患者的净生存率是一个常被解释为在不存在该疾病以外的死亡原因的情况下的假设生存概率的量。在相对生存框架中,净生存率总结了患者与相关参考人群相比所经历的额外死亡率。基于芬兰癌症登记处的随访数据,我们得出了描述八个癌症部位患者生存情况的模拟场景,这些场景反映了不同的额外死亡率模式,以便比较经典的埃德勒二世估计器和波哈尔·佩尔梅等人提出的新估计器的性能。在5年时,年龄标准化的埃德勒二世估计器与波哈尔·佩尔梅估计器的表现相当,但黑色素瘤除外,在黑色素瘤中,波哈尔·佩尔梅估计器的均方误差(MSE)较小。在10年和15年时,年龄标准化的埃德勒二世估计器的表现大多优于波哈尔·佩尔梅估计器。未标准化的埃德勒二世估计器在5年时的MSE最大。然而,在10年和15年时,其MSE通常优于其他估计器,尤其是在稀疏数据中。波哈尔·佩尔梅估计器和年龄标准化的埃德勒二世估计器对于癌症患者的5年净生存率都是有效的。对于长期净生存率,我们的模拟结果支持使用年龄标准化的埃德勒二世估计器。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验