B. Rachet et al., PROGNOSTIC FACTORS FOR MORTALITY IN NASOPHARYNGEAL CANCER - ACCOUNTING FOR TIME-DEPENDENCE OF RELATIVE RISKS, International journal of epidemiology, 27(5), 1998, pp. 772-780
Background Few studies have assessed the role of prognostic factors fo
r mortality from nasopharyngeal cancer and even fewer used multivariab
le methods. Most of these studies relied on the Cox model without test
ing the proportional hazards assumption. Methods A cohort of 76 cases
of nasopharyngeal cancer recorded in the Rhine, France, between 1980 a
nd 1985, was followed until 1995. Proportional hazards assumption was
tested for each putative prognostic factor. Two multivariable models w
ere 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. Re
sults Only Epstein Barr Virus Nuclear Antigen (EBNA) serology, a marke
r of infection by the Epstein-Barr virus, and tumoral extent were sele
cted in the analysis based on the Cox model. In contrast, four prognos
tic factors were significant at alpha = 0.05 level in the flexible mod
el: initial EBNA serology, tumoral histology, age and tumoral extent,
the last two not verifying the proportional hazards assumption. The re
lative risk of age increases with duration of follow-up whereas the ef
fect of tumoral extent changes in a non-monotonic pattern. Conclusion
We showed the importance of taking into account the non-proportionalit
y of hazards which can influence results and yield new insights about
the role of prognostic factors in nasopharyngeal cancer. Because of th
e small size of our cohort, our results have to be confirmed in an ind
ependent study.