A multistate survival model in rectal cancer surgery research for locally advanced patients.

IF 1.5 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL Journal of Research in Medical Sciences Pub Date : 2024-08-02 eCollection Date: 2024-01-01 DOI:10.4103/jrms.jrms_95_23
Fatemeh Shahabi, Abbas Abdollahi, Mahboobeh Rasouli
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Abstract

Background: One of the most appropriate methods for analyzing longitudinal data is multistate model. This study has aimed to evaluate the risk factors of transfer to local recurrence (LR), distant metastasis (DM), and death in rectal cancer patients through multistate survival analysis.

Materials and methods: This is a retrospective cohort of rectal cancer patients in Mashhad, Iran. Multistate models were applied to show the difference between the significant risk factors affecting death and recurrence in different defined transitions. Risk factors include age, sex, primary surgical technique, tumor location, postoperative tumor stage, circumferential or distal resection involvement, surgery time, and surgical complications.

Results: A total of 280 eligible patients with a median (interquartile range) survival time of 60 (42-76.2) months were investigated. Based on Cox proportional multistate model, the hazard ratio (HR) of DM increases by 3%/1-year increase in age (P = 0.018). The HR of DM and the HR of LR in patients with postoperative disease Stage II/III were 3.06 and 2.53 times higher than patients with cancer Stage 0/I (P < 0.05). When the resection margins of distal or circumferential were involved, the HR of DM was 3.58 times higher than those patients without involvement. In the extended multistate model, time of DM was a significant predictor of death (P = 0.006).

Conclusion: Age and margin involvement in DM path and stage in LR and DM path had a significant effect; however, no effective variable was seen on the death of patients with recurrence. The time of metastasis also had an effect on the path of death.

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直肠癌局部晚期患者手术研究中的多州生存模型。
背景:多态模型是分析纵向数据的最合适方法之一。本研究旨在通过多态生存分析评估直肠癌患者转移至局部复发(LR)、远处转移(DM)和死亡的风险因素:这是一项对伊朗马什哈德直肠癌患者的回顾性队列研究。应用多态模型来显示在不同定义的转变中影响死亡和复发的重要风险因素之间的差异。风险因素包括年龄、性别、主要手术技术、肿瘤位置、术后肿瘤分期、环切或远端切除受累、手术时间和手术并发症:共调查了 280 名符合条件的患者,他们的中位(四分位间距)生存时间为 60(42-76.2)个月。根据Cox比例多态模型,年龄每增加1岁,DM的危险比(HR)就增加3%(P = 0.018)。术后疾病分期为 II/III 期的患者 DM 的危险比和 LR 的危险比分别是癌症分期为 0/I 期患者的 3.06 倍和 2.53 倍(P < 0.05)。当切除边缘远端或周缘受累时,DM 的 HR 是未受累患者的 3.58 倍。在扩展的多态模型中,DM的时间是死亡的重要预测因素(P = 0.006):结论:DM路径中的年龄和边缘受累以及LR和DM路径中的分期对复发患者的死亡有显著影响,但没有发现有效的变量。转移时间对死亡路径也有影响。
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来源期刊
Journal of Research in Medical Sciences
Journal of Research in Medical Sciences MEDICINE, GENERAL & INTERNAL-
CiteScore
2.60
自引率
6.20%
发文量
75
审稿时长
3-6 weeks
期刊介绍: Journal of Research in Medical Sciences, a publication of Isfahan University of Medical Sciences, is a peer-reviewed online continuous journal with print on demand compilation of issues published. The journal’s full text is available online at http://www.jmsjournal.net. The journal allows free access (Open Access) to its contents and permits authors to self-archive final accepted version of the articles on any OAI-compliant institutional / subject-based repository.
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