cox models survival analysis based on breast cancer treatments

نویسندگان

alireza abadi dept. of health and community medicine, school of medicine, shahid beheshti university of medical sciences, tehran, iran

parvin yavari dept. of health and community medicine, school of medicine, shahid beheshti university of medical sciences, tehran, iran

monireh dehghani dept. of biostatistics, paramedical sciences faculty, shahid beheshti university of medical sciences, tehran, iran

hamid alavi majd dept. of biostatistics, paramedical sciences faculty, shahid beheshti university of medical sciences, tehran, iran

چکیده

background: the aim of this study is to evaluate the association between different treatments and survival time of breast cancer patients using either standard cox model or stratified cox model. methods: the study was conducted on 15830 women diagnosed with breast cancer in british columbia, canada.  they were divided into eight groups according to patients’ ages and stage of disease either cox’s ph model or stratified cox model was fitted to each group according to the ph assumption and tested using schoenfeld residuals. results: the data show that in the group of patients under age 50 years old and over age 50 with stage i cancer, the highest hazard was related to radiotherapy (hr= 3.15, ci: 1.85-5.35) and chemotherapy (hr= 3, ci: 2.29- 3.93) respectively. for both groups of patients with stage ii cancer, the highest risk was related to radiotherapy (hr=3.02, ci: 2.26-4.03) (hr=2.16, ci:1.85-2.52). for both groups of patients with stage iii cancer, the highest risk was for surgery (hr=0.49, ci: 0.33-0.73), (hr=0.45, ci: 0.36-0.57). for patients of age 50 years or less with stage iv cancer, none of the treatments were statistically significant. in group of patients over age 50 years old with stage iv cancer, the highest hazard was related to surgery (hr=0.64, ci: 0.53-0.78). conclusion: the results of this study show that for patients with stage i and ii breast cancer, radiotherapy and chemotherapy had the highest hazard; for patients with stage iii and iv breast cancer, the highest hazard was associated with treatment surgery. please cite this article as: abadi a, yavari p, dehghani-arani m, alavi-majd h, ghasemi e, amanpour f, bajdik ch. cox models survival analysis based on breast cancer treatments. iran j cancer prev. 2014; 7(3):124-129.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Cox Models Survival Analysis Based on Breast Cancer Treatments

BACKGROUND The aim of this study is to evaluate the association between different treatments and survival time of breast cancer patients using either standard Cox model or stratified Cox model. METHODS The study was conducted on 15830 women diagnosed with breast cancer in British Columbia, Canada. They were divided into eight groups according to patients' ages and stage of disease Either Cox'...

متن کامل

survival analysis of breast cancer patients using cox and frailty models

background: cox proportional hazard (cph) model is the most widely used model for survival analysis. when there are unobserved/unmeasured individuals factor, then the results of the cox proportional hazard model may not be reliable. the purpose of this study was to compare the results of cph and frailty models in breast cancer (bc) patients. methods: a historical cohort study was carried out us...

متن کامل

Cox and Frailty Models for Analysis of Esophageal Cancer Data‎

‎By existing censor and skewness in survival data‎, ‎some models such as weibull are used to analyzing survival data‎. ‎In addition, parametric and semiparametric models can be obtained from baseline hazard function of Cox model to fit to survival data‎. ‎However these models are popular because of their simple usage but do not consider unknown risk factors‎, ‎that's why cannot introduce the be...

متن کامل

Prediction of Breast Cancer Metastasis Using Fuzzy Models based on Data from Iranian Breast Cancer Patients

Introduction: The metastasis of breast cancer, the spread of cancer to different body parts, is considered as one of the most important factors responsible for the majority of deaths caused by breast cancer in women. Diagnosing the breast cancer metastasis at the earliest stages helps to choose the best treatment and improve the quality of life for patients. Method: In the present fundamental r...

متن کامل

Prediction of Breast Cancer Metastasis Using Fuzzy Models based on Data from Iranian Breast Cancer Patients

Introduction: The metastasis of breast cancer, the spread of cancer to different body parts, is considered as one of the most important factors responsible for the majority of deaths caused by breast cancer in women. Diagnosing the breast cancer metastasis at the earliest stages helps to choose the best treatment and improve the quality of life for patients. Method: In the present fundamental r...

متن کامل

comparison of weibull and lognormal cure models with cox in the survival analysis of breast cancer patients in rafsanjan

background: breast cancer is the most common cancer after lung cancer and the second cause of death. in this study we compared weibull and lognormal cure models with cox regression on the survival of breast cancer. study design: a cohort study. methods: the current study retrospective cohort study was conducted on 140 patients referred to ali ibn abitaleb hospital, rafsanjan southeastern iran f...

متن کامل

منابع من

با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید


عنوان ژورنال:
iranian journal of cancer prevention

جلد ۷، شماره ۳، صفحات ۱۲۴-۱۲۹

میزبانی شده توسط پلتفرم ابری doprax.com

copyright © 2015-2023