Factors Affecting Survival of Children with Acute Lymphoblastic Leukemia Using Competing Risks Model

Publish Year: 1396
نوع سند: مقاله ژورنالی
زبان: English
View: 291

This Paper With 14 Page And PDF Format Ready To Download

  • Certificate
  • من نویسنده این مقاله هستم

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این Paper:

شناسه ملی سند علمی:

JR_ZUMS-25-110_012

تاریخ نمایه سازی: 11 اردیبهشت 1400

Abstract:

Background and Objective: Acute lymphoblastic leukemia (ALL) is the most common malignancy in children, accounting for about a quarter of all malignancies. This study aimed to identify the prognosis of patients with relapsed acute lymphoblastic leukemia in Dr. Sheikh Hospital in Mashhad from ۲۰۰۶ to ۲۰۱۵ using competing risk models. Materials and Methods: Patients with ALL from March ۲۰۰۶ to February ۲۰۱۵ were reviewed retrospectively, yielding ۴۲۴ children with acute lymphoblastic leukemia. We considered the recurrence of cancer as a main event and death without recurrence as a competing risk. We employed Cox models and sub-distributions by univariate and multivariate analysis. Data analysis was performed using Stata and R softwares. Results: The event free ۵-year survival and the overall ۵-year survival rates of all ۴۲۴ patients were ۷۰.۲% and ۸۱.۹% respectively. The ۵-year cumulative incident probability of recurrence and death prior to recurrence were ۱۲ and ۱۷ percent respectively. Based on the subdistribution models, white blood cells and blood platelets have been known to affect the recurrence of cancer. Conclusion: Our results showed that Cox and competing risk models have different results to determine the prognosis factors affecting leukemia patients’ survival despite the competing risks. Also subdistribution models reduce the duration of response to therapy and thus reduce the rate of mortality by providing significant health policies.

Keywords:

Keywords: Acute lymphoblastic leukemia , Recurrence , Competing Risk , Cox , Subdistribution

Authors

حسین بنکچی

Dept. of Biostatistics and Epidemiology, Faculty of Public Health, Mashhad University of Medical Sciences, Mashhad, Iran

حمید فرهنگی

Dept. of Pediatrics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran

حبیب الله اسماعیلی

Social Determinants of Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran

حسن دوستی

Dept. of Biostatistics and Epidemiology, Faculty of Public Health, Mashhad University of Medical Sciences, Mashhad, Iran

مریم فروزاننژاد

Dept. of Pediatrics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, 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- Zand A, Imani S, Saadati M, Borna H, Ziaei ...
  • Möricke A, Zimmermann M, Reiter A, et al. Long-term results ...
  • Hazar V, Karasu GT, Uygun V, Akcan M, Küpesiz A, ...
  • Kulkarni K, Marwaha R, Trehan A, Bansal D. Survival outcome ...
  • Kulkarni KP, Arora RS, Marwaha RK. Survival outcome of childhood ...
  • Hunger SP, Sung L, Howard SC. Treatment strategies and regimens ...
  • Kamps W, Bökkerink J, Hakvoort-Cammel F, et al. BFM-oriented treatment ...
  • Karimi M, Yarmohammadi H, Sabri MR. An analysis of prognostic ...
  • Kocak U, Gursel T, Kaya Z, et al. ALL-BFM 95 ...
  • Luo XQ, Ke ZY, Huang LB, Guan XQ, Zhang YC, ...
  • Marwaha RK, Kulkarni KP, Bansal D, Trehan A. Pattern of ...
  • Moghrabi A, Levy DE, Asselin B, Barr R, Clavell L, ...
  • Pui C, Pei D, Sandlund J, et al. Long-term results ...
  • Salzer WL, Devidas M, Carroll WL, et al. Long-term results ...
  • Stark B, Nirel R, Avrahami G, et al. Long-term results ...
  • Stary J, Jabali Y, Trka J, et al. Long-term results ...
  • Kleinbaum DG, Klein M. Survival analysis: a self-learning text: Springer ...
  • Pintilie M. Competing risks: a practical perspective: John Wiley & ...
  • Altman D, De Stavola B, Love S, Stepniewska K. Review ...
  • Grambauer N, Schumacher M, Beyersmann J. Proportional subdistribution hazards modeling ...
  • Beyersmann J, Schumacher M. Misspecified regression model for the subdistribution ...
  • Satagopan J, Ben-Porat L, Berwick M, Robson M, Kutler D, ...
  • Lawless JF. Statistical models and methods for lifetime data: John ...
  • Pui C-H, Campana D, Pei D, et al. Treating childhood ...
  • Hosseini Teshnizi S, Zare S, Tazhibi M. The evaluation of ...
  • Wolbers M, Koller MT, Witteman JC, Steyerberg EW. Prognostic models ...
  • Fine JP, Gray RJ. A proportional hazards model for the ...
  • Lim HJ, Zhang X, Dyck R, Osgood N. Methods of ...
  • Latouche A, Boisson V, Chevret S, Porcher R. Misspecified regression ...
  • Tai B-C, Wee J, Machin D. Analysis and design of ...
  • Grambauer N, Schumacher M, Beyersmann J. Proportional subdistribution hazards modeling ...
  • Andersen PK, Geskus RB, de Witte T, Putter H. Competing ...
  • نمایش کامل مراجع