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存在竞争风险时结直肠癌的生存情况——基于威布尔分布的建模

Survival of Colorectal Cancer in the Presence of Competing- Risks - Modeling by Weibull Distribution.

作者信息

Baghestani Ahmad Reza, Daneshva Tahoura, Pourhoseingholi Mohamad Amin, Asadzadeh Hamid

机构信息

Department of Biostatistics, Faculty of Paramedical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran E-mail :

出版信息

Asian Pac J Cancer Prev. 2016;17(3):1193-6.

Abstract

BACKGROUND

Colorectal cancer (CRC) is the commonest malignancy in the lower gastrointestinal tract in both men and women. It is the third leading cause of cancer-dependent death in the world. In Iran the incidence of colorectal cancer has increased during the last 25 years.

MATERIALS AND METHODS

In this article we analyzed the survival of 447 colorectal patients of Taleghani hospital in Tehran using parametric competing-risks models. The cancers of these patients were diagnosed during 1985 - 2012 and followed up to 2013. The purpose was to assess the association between survival of patients with colorectal cancer in the presence of competing-risks and prognostic factors using parametric models. The analysis was carried out using R software version 3.0.2.

RESULTS

The prognostic variables included in the model were age at diagnosis, tumour site, body mass index and sex. The effect of age at diagnosis and body mass index on survival time was statistically significant. The median survival for Iranian patients with colorectal cancer is about 20 years.

CONCLUSIONS

Survival function based on Weibull model compared with Kaplan-Meier survival function is smooth. Iranian data suggest a younger age distribution compared to Western reports for CRC.

摘要

背景

结直肠癌(CRC)是男性和女性下消化道最常见的恶性肿瘤。它是全球癌症相关死亡的第三大主要原因。在伊朗,结直肠癌的发病率在过去25年中有所上升。

材料与方法

在本文中,我们使用参数竞争风险模型分析了德黑兰塔莱加尼医院447例结直肠癌患者的生存率。这些患者的癌症在1985年至2012年期间被诊断出来,并随访至2013年。目的是使用参数模型评估存在竞争风险时结直肠癌患者生存率与预后因素之间的关联。分析使用R软件3.0.2版进行。

结果

模型中纳入的预后变量包括诊断时的年龄、肿瘤部位、体重指数和性别。诊断时的年龄和体重指数对生存时间的影响具有统计学意义。伊朗结直肠癌患者的中位生存期约为20年。

结论

基于威布尔模型的生存函数与卡普兰-迈耶生存函数相比更为平滑。伊朗的数据表明,与西方关于结直肠癌的报告相比,年龄分布更年轻。

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