Rachet B, Sasco A J, Abrahamowicz M, Benyamine D
Unit of Epidemiology for Cancer Prevention, International Agency for Research Cancer, Lyon, France.
Int J Epidemiol. 1998 Oct;27(5):772-80. doi: 10.1093/ije/27.5.772.
Few studies have assessed the role of prognostic factors for mortality from nasopharyngeal cancer and even fewer used multivariable methods. Most of these studies relied on the Cox model without testing the proportional hazards assumption.
A cohort of 76 cases of nasopharyngeal cancer recorded in the Rhône, France, between 1980 and 1985, was followed until 1995. Proportional hazards assumption was tested for each putative prognostic factor. Two multivariable models were built using forward selection of prognostic factors: the Cox model and a flexible model in which variables not meeting the proportional hazards assumption were represented by a time-varying hazard ratio.
Only Epstein Barr Virus Nuclear Antigen (EBNA) serology, a marker of infection by the Epstein-Barr virus, and tumoral extent were selected in the analysis based on the Cox model. In contrast, four prognostic factors were significant at alpha = 0.05 level in the flexible model: initial EBNA serology, tumoral histology, age and tumoral extent, the last two not verifying the proportional hazards assumption. The relative risk of age increases with duration of follow-up whereas the effect of tumoral extent changes in a non-monotonic pattern.
We showed the importance of taking into account the non-proportionality of hazards which can influence results and yield new insights about the role of prognostic factors in nasopharyngeal cancer. Because of the small size of our cohort, our results have to be confirmed in an independent study.
很少有研究评估鼻咽癌死亡预后因素的作用,采用多变量方法的研究更少。这些研究大多依赖于Cox模型,却未检验比例风险假设。
对1980年至1985年间法国罗纳省记录的76例鼻咽癌患者组成的队列进行随访,直至1995年。对每个假定的预后因素检验比例风险假设。使用预后因素的向前选择构建了两个多变量模型:Cox模型和一个灵活模型,其中不满足比例风险假设的变量由随时间变化的风险比表示。
基于Cox模型的分析中仅选择了爱泼斯坦-巴尔病毒核抗原(EBNA)血清学(一种爱泼斯坦-巴尔病毒感染的标志物)和肿瘤范围。相比之下,在灵活模型中,四个预后因素在α = 0.05水平上具有显著性:初始EBNA血清学、肿瘤组织学、年龄和肿瘤范围,后两个因素不满足比例风险假设。年龄的相对风险随随访时间增加,而肿瘤范围的影响呈非单调模式变化。
我们证明了考虑风险的非比例性的重要性,其可影响结果并对鼻咽癌预后因素的作用产生新的见解。由于我们队列规模较小,我们的结果必须在独立研究中得到证实。