Author/Authors :
JUHAN, Nurliyana Institute of Mathematical Sciences - University of Malaya, Kuala Lumpur, Malaysia , ABD RAZAK, Nuradhiathy Institute of Graduate Stu-dies - University of Malaya, Kuala Lumpur, Malaysia , ZUBAIRI, Yong Zulina Centre for Foundation Studies in Science - University of Malaya, Kuala Lumpur, Malaysia , KHATTAK, Muhammad Naeem Alberta Health Services - Health Protection Communicable Disease Control, Alberta, Canada , NAING, Nyi Nyi Unit of Biostatistics and Research Methodology - School of Medical Sciences - Health Campus - Universiti Sains Malaysia, Kuala Lumpur, Malaysia
Abstract :
Background: Cervical cancer is the third most common cancer among women in Malaysia. The objective of this study was to estimate the effect of explanatory variables on survival time of cervical cancer patients receiving treat-ment at a hospital in Malaysia.
Methods: In this retrospective record review study, cervical cancer data obtained from Hospital Universiti Sains Ma-laysia (HUSM) was analysed. The data comprises of 120 patients who had been diagnosed as cervical cancer between 1st July 1995 and 30th June 2007, and obtained treatment from the hospital. The outcome variable was survival time (in months) from cervical cancer diagnosis to death. A stratified Weibull model was applied to study the effect of explana-tory variable on survival time when there was time-dependent covariate in the model.
Results: Stage of disease and metastases were important prognostic variables. However, metastasis had been stratified because this variable did not satisfy the proportional hazard assumption. In without metastasis stratum, patients who were diagnosed at stage III & IV are at 2.30 times the risk of death as those in stage I & II. Meanwhile, in with metas-tasis stratum, patients in stage III & IV group had 3.53 times the hazard faced by patients in stage I & II.
Conclusion: The prognosis of cervical cancer patients was dependent upon the stage at diagnosis, after the stratifica-tion of the metastasis variable. A poorer prognosis on survival was observed for patients in stage III & IV than those in stage I & II.
Keywords :
Cervical cancer , Prognostic factor , Survival , Time-dependent covariate , Weibull