Factors Related to the Survival of Patients with Breast Cancer in Hamedan Based on the Competitive Risks

Publish Year: 1397
نوع سند: مقاله ژورنالی
زبان: English
View: 193

This Paper With 11 Page And PDF Format Ready To Download

  • Certificate
  • من نویسنده این مقاله هستم

این Paper در بخشهای موضوعی زیر دسته بندی شده است:

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این Paper:

شناسه ملی سند علمی:

JR_ZUMS-26-115_012

تاریخ نمایه سازی: 11 اردیبهشت 1400

Abstract:

Background and Objective: Breast cancer is one of the most common cancers in women worldwide. This study was conducted to analyze the factors related to survival of patients with breast cancer using two models of Cox proportional specific-cause and sub-distribution models (direct modeling of cumulative incidence). These patients were at the competitive risk of death from breast cancer and also death due to other causes that the occurrence of any of these events prevented another from happening. Materials and Methods: This historical cohort study comprised ۵۷۳ breast cancer patients who had referred to the Mahdieh medical center of Hamedan during ۲۰۰۴ to ۲۰۱۱ and were followed until ۲۰۱۵. To determine the risk factors among the competitive risks, the Cox specific-cause and cumulative incidence models were fitted. The data were analyzed using the SPSS and R softwares. Results: The findings showed that among the causes of breast cancer death in the cumulative incidence model, only the tumor size had a significant effect (p = ۰.۰۰۵۴) and for death due to other causes in the Cox model, the tumor size was also significant (P = ۰.۰۳۳).  However, the other variables in two models had no significant effect on death. Conclusion: Considering the significance of the tumor size in the survival of breast cancer patients, the Cox model takes no account of the other risk information with censorship, the cumulative incidence function is recommended to be used in modeling the risk factors in breast cancer.

Keywords:

Keywords: Cumulative survival rate , Competitive risks , Cox model , Breast cancer , Survival

Authors

آزاده یعقوبی

Dept.of Bio Statistics, Arak University of Medical Sciences, Arak, Iran

قدرت اله روشنایی

Dept.of Bio Statistics, Hamedan University of Medical Sciences, Hamedan, Iran

محمد رفیعی

Dept.of Bio Statistics, Arak University of Medical Sciences, Arak, Iran

لیلی تاپاک

Dept.of Bio Statistics, Hamedan University of Medical Sciences, Hamedan, Iran

عبدالعظیم صدیقی پاشاکی

Mahdieh Radiotherapy Center, Hamedan University of Medical Sciences, Hamedan, Iran

مراجع و منابع این Paper:

لیست زیر مراجع و منابع استفاده شده در این Paper را نمایش می دهد. این مراجع به صورت کاملا ماشینی و بر اساس هوش مصنوعی استخراج شده اند و لذا ممکن است دارای اشکالاتی باشند که به مرور زمان دقت استخراج این محتوا افزایش می یابد. مراجعی که مقالات مربوط به آنها در سیویلیکا نمایه شده و پیدا شده اند، به خود Paper لینک شده اند :
  • References1- Nottage MK, Kopciuk KA, Tzontcheva A, Andrulis IL, Bull ...
  • Center of management of noncontiguous diseases. IRAN Ministry of Health ...
  • Azizi F, Hatami H, Janghorban M. Epidemiology and control of ...
  • Jason P, Gray RJ. A proportional hazards model for the ...
  • Klein JP, Bajorunaite R. Inference for competing risks, In: Advances ...
  • Tai BC, Wee J, Machin D. Analysis and design of ...
  • Zhang M, Zhang XU, Scheike T. Modeling cumulative incidence function ...
  • Jafarabadi M, Mohammadi M, Hajizade E, Fatemi R. An evulation ...
  • Nazemi pur M, Mahmoodi M, Zeraati H, Rahimi Furushani A. ...
  • McArdle CS, McMillan DC, Greenlaw N, Morrison DS. Adjuvant radiotherapy ...
  • Mell LK, Jeong JH, Nichols MA, Polite BN, Weichselbaum RR, ...
  • Lim HJ, Zhang X, Dyck R, Osgood N. Methods of ...
  • Torner A.Proportional hazards and additive regression analysis of survival for ...
  • Baldi I, Ciccone G, Ponti A, Rosso S, Zanetti R, ...
  • Satagopan JM, Ben-Porat L, Berwick M, Robson M, Kutler D, ...
  • Robson ME, Chappuis PO, Satagopan J, et al. A combined ...
  • Olsen J, Christensen K, Murray J, Ekbom A. An introduction ...
  • Putter H, Andersen P, Geskus R. Competing risks in epidemiology: ...
  • Klein JP. Modelling competing risks in cancer studies. Stat Med. ...
  • Latouche A, Boisson V, Chevret S, Porcher R. Misspecified regression ...
  • Wolbers M, Koller M, Witteman J. Concordance for prognostic models ...
  • نمایش کامل مراجع