Suppr超能文献

使用带有治愈部分的多状态模型对结直肠癌切除术后复发和死亡进行联合建模。

Joint modelling of colorectal cancer recurrence and death after resection using multi-state model with cured fraction.

机构信息

Department of Biostatistics, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran.

Department of Biostatistics, School of Public Health, Modeling of Noncommunicable Disease Research Center, Hamadan University of Medical Sciences, Hamadan, Iran.

出版信息

Sci Rep. 2021 Jan 13;11(1):1016. doi: 10.1038/s41598-020-79969-6.

Abstract

Curing of colorectal cancer (CRC) occurs at the time of resection but it is not immediately observable. If the cancer is not completely eliminated, the patient will not be cured of cancer and will experience recurrence as the tumor has regrown to a detectable size. The main propose of the present study was to assess the effects of different covariates on the probability of being cured as well as the time-to-recurrence, and time-to-death in CRC patients by using multi-state cure model. The information of 283 patients with CRC, who underwent resection, from 2000 to 2015 in Imam Khomeini Hospital of Hamadan, Iran, were analyzed. The results of multi-state cure model reveal that females and who experience metastasis were more likely to be apparently cured. It has been shown that sex has a significant effect on the time-to-recurrence given patient was in the not cured group. The survival time of patients of the not cured group was affected by the stage of disease. However, the survival of the apparently cured patients were affected by age at diagnosis and metastasis status. The multi-state cure model provided a flexible framework to study the effects of prognostic factors simultaneously on the transition between different states and the probability of being apparently cured of CRC.

摘要

结直肠癌(CRC)的治愈发生在切除时,但此时无法立即观察到。如果癌症没有完全消除,患者将无法治愈癌症,并会因肿瘤再次生长到可检测的大小而复发。本研究的主要目的是使用多状态治愈模型评估不同协变量对 CRC 患者治愈概率、复发时间和死亡时间的影响。分析了 2000 年至 2015 年在伊朗哈马丹伊玛目霍梅尼医院接受切除术的 283 例 CRC 患者的信息。多状态治愈模型的结果表明,女性和发生转移的患者更有可能被明显治愈。结果表明,对于未治愈组的患者,性别对复发时间有显著影响。未治愈组患者的生存时间受疾病分期的影响。然而,明显治愈患者的生存时间受诊断时的年龄和转移状态的影响。多状态治愈模型为研究预后因素对不同状态之间的转移以及 CRC 明显治愈的概率的同时影响提供了一个灵活的框架。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e43/7806811/099188a4ce1c/41598_2020_79969_Fig1_HTML.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验