A Comparative Study of Impact of Personal Factors on Survival of Patients with
Author(s):
Abstract:
Introduction
Esophageal cancer is one of the eight common cancers in the world and the sixth cause of cancer death. The standard survival analysis, Cox proportional hazard model, is based on the assumption that all individuals in study experience the desired event; however, due to the nature of information and type of event, this assumption would be unrealistic. Naive use of Cox regression analysis can be misleading. In this study, we aimed to determine impact of risk factors and demographic factors on survival and cure fraction of patients with esophageal cancer using cure parametric models. Methods
Data were collected from the cancer registry of Babol affiliated to Tehran University of Medical Sciences, School of Public Health. A total of 359 patients were recruited to the study and were followed for a period of 15 years. Results
Results showed that 62.7% of patients were men and 37.3% were women. The mean age was 60.0 year for men and 55.3 years for women. Estimated survival rates in one, three, and five years following diagnosis were 23%, 15%, and 13%, respectively. The median of survival time was 8.9 months. To assess the impact of personal factors on survival of patients, we used the mixture cure parametric (weibull and Log-normal). In both models, family history of patients was statistically significant. Conclusion
The results of this study suggest that screening of individuals who have family history of cancer (especially in men) can be an effective factor in reducing the risk of death in patients with esophageal cancer. Preventive programs and monitoring should be greatly considered. Since proportional hazards assumption is rejected in this study, log normal Mixture Cure Model with Logit link function could be used instead of Cox and Weibull models in survival analysis of patients with esophageal cancer.Language:
Persian
Published:
Hakim Health Systems research journal, Volume:14 Issue: 1, 2011
Page:
41
https://magiran.com/p879097
مقالات دیگری از این نویسنده (گان)
-
Factors Affecting the Long-Term Survival of Kidney Transplanta-tion in Northeastern of Iran between 2000 and 2015
Rasoul Alimi, Maryam Hami, Monavar Afzalaghaee, Fatemeh Nazemian, Mahmood Mahmoodi, Mehdi Yaseri,
Iranian Journal of Public Health, Oct 2021 -
Multivariate Longitudinal Assessment of Kidney Function Outcomes on Graft Survival after Kidney Transplantation Using Multivariate Joint Modeling Approach: A Retrospective Cohort Study
Rasoul Alimi, Maryam Hami, Monavar Afzalaghaee, Fatemeh Nazemian, Mahmood Mahmoodi, Mehdi Yaseri, *
Iranian Journal of Medical Sciences, Sep 2021