Evaluation of prognostic factors effect on survival time in patients with colorectal cancer, based on Weibull Competing-Risks Model

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Moamer Soraya; BAGHESTANI AHMAD REZA; POURHOSEINGHOLI MOHAMAD AMIN; HAJIZADEH NASTARAN; AHMADI FARZANEH; NOROUZINIA MOHSEN

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Journal: Gastroenterology and Hepatology From Bed to Bench Year:2017 | Volume:10 | Issue:1 Page(s): 54-59

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Title

Evaluation of prognostic factors effect on survival time in patients with colorectal cancer, based on Weibull Competing-Risks Model

Author(s)

Keywords

Survival analysis

Competing

risks

Colorectal cancer

Weibull model

Abstract

Aim: The aim of this study was to assess the association between survival of patients with Colorectal cancer and prognostic factors in a Competing risk parametric model using Weibull distribution. Background: The prognosis of Colorectal cancer is relatively good in terms of survival time. In many prognostic studies, patients may be exposed to several types of Competing events. These different causes of death are called Competing risks. Methods: Data was recorded from 372 patients with Colorectal cancer who registered in the Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences (Tehran, Iran) from 2004 to 2015 in a retrospective study. Analysis was performed using Competing risks model and Weibull distribution. Software used for data analysis was R, and significance level was regarded as 0. 05. Results: The result indicated that, at the end of follow-up, 111 (29. 8%) deaths were from Colorectal cancer and 14 (3. 8%) deaths were due to other diseases. The average body mass index (BMI) was 24. 61(SD 3. 98). The mean survival time for a patient in 372 was 62. 05(SD 48. 78) month with median equals to 48 months. According to Competing-risks method, only stageIII ( HR, 1. 69; 95% CI, 1. 246-2. 315 ), stageIV( HR, 4. 51; 95% CI, 2. 91-6. 99 ) and BMI( HR, 0. 96; 95% CI, 0. 96-0. 975) have a significant efect on patient’ s survival time. Conclusion: This study indicated pathologic stage(III, IV) and BMI as the prognosis, using a Weibull model with Competing risks analysis, while other models without the Competing events lead to significant predictors which may be due to over-estimation.

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APA: Copy

Moamer, Soraya, BAGHESTANI, AHMAD REZA, POURHOSEINGHOLI, MOHAMAD AMIN, HAJIZADEH, NASTARAN, AHMADI, FARZANEH, & NOROUZINIA, MOHSEN. (2017). Evaluation of prognostic factors effect on survival time in patients with colorectal cancer, based on Weibull Competing-Risks Model. GASTROENTEROLOGY AND HEPATOLOGY FROM BED TO BENCH, 10(1), 54-59. SID. https://sid.ir/paper/324830/en

Vancouver: Copy

Moamer Soraya, BAGHESTANI AHMAD REZA, POURHOSEINGHOLI MOHAMAD AMIN, HAJIZADEH NASTARAN, AHMADI FARZANEH, NOROUZINIA MOHSEN. Evaluation of prognostic factors effect on survival time in patients with colorectal cancer, based on Weibull Competing-Risks Model. GASTROENTEROLOGY AND HEPATOLOGY FROM BED TO BENCH[Internet]. 2017;10(1):54-59. Available from: https://sid.ir/paper/324830/en

IEEE: Copy

Soraya Moamer, AHMAD REZA BAGHESTANI, MOHAMAD AMIN POURHOSEINGHOLI, NASTARAN HAJIZADEH, FARZANEH AHMADI, and MOHSEN NOROUZINIA, “Evaluation of prognostic factors effect on survival time in patients with colorectal cancer, based on Weibull Competing-Risks Model,” GASTROENTEROLOGY AND HEPATOLOGY FROM BED TO BENCH, vol. 10, no. 1, pp. 54–59, 2017, [Online]. Available: https://sid.ir/paper/324830/en

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