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基于多状态模型的胃腺癌患者术后生存情况。

Post-surgery Survival in Patients with Adenocarcinoma of Stomach Using Multistate Model.

机构信息

Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran.

出版信息

J Gastrointest Cancer. 2022 Jun;53(2):311-317. doi: 10.1007/s12029-021-00599-w. Epub 2021 Feb 16.

DOI:10.1007/s12029-021-00599-w
PMID:33591561
Abstract

PURPOSE

Stomach neoplasms are the fifth common cancer worldwide. The related factors for survival following stomach neoplasms are well-studied; however, information on recurrent events is limited. This study aimed to identify the related factors on recurrent and deaths following stomach neoplasms.

METHODS

In this cohort study, information on 672 patients with adenocarcinoma who were hospitalized during 1995-2012 was used. Multistate models were applied to determine the effective factors on recurrent and death events.

RESULTS

Median of survival time (months) and 5-year survival was estimated as 24.5 and 25%, respectively. The probability of death was 57% for non-recurrent patients, which increased to 88% among recurrent patients. Hazard of death was 49% lower for females (Hazard Ratio (HR):0.51, P = 0.009) while females had higher hazard of death following recurrent (HR:3.55, P < 0.001). Male patients and those with cardia involvement had higher risk of recurrence. A significant effect of age on the risk of death among patients with and without recurrence was estimated (HR:1.02, 1.03; P = 0.001 for both). Age, cardia involvement, and disease stage are amongst the effective factors on non-recurrent death while complement treatments increased the non-recurrent and recurrent survival.

CONCLUSION

In patients, effects of some factors for survival may vary throughout the course of disease and depend on recurrence status. We found that while female patients experienced lower recurrence, they had higher risk of death following recurrence. Age, tumor location, and type of therapy were risk factors for non-recurrent death. Finally, tumor location and type of surgery had significant effects on recurrence.

摘要

目的

胃癌是全球第五大常见癌症。与胃癌患者生存相关的因素已有大量研究;然而,关于复发事件的信息有限。本研究旨在确定与胃癌患者复发和死亡相关的因素。

方法

在这项队列研究中,使用了 1995 年至 2012 年期间住院的 672 例腺癌患者的信息。应用多状态模型确定与复发和死亡事件相关的有效因素。

结果

中位生存时间(月)和 5 年生存率估计分别为 24.5 和 25%。无复发患者的死亡概率为 57%,而复发患者的死亡概率增加至 88%。女性的死亡风险降低 49%(风险比(HR):0.51,P=0.009),而女性在复发后死亡的风险更高(HR:3.55,P<0.001)。男性患者和贲门受累患者的复发风险更高。估计年龄对有和无复发患者死亡风险的影响具有显著意义(HR:1.02、1.03;P=0.001 均)。年龄、贲门受累和疾病分期是无复发死亡的有效因素,而补充治疗增加了无复发和复发的生存。

结论

在患者中,某些因素对生存的影响可能在疾病过程中有所不同,并取决于复发状态。我们发现,虽然女性患者复发率较低,但复发后死亡风险较高。年龄、肿瘤位置和治疗类型是无复发死亡的危险因素。最后,肿瘤位置和手术类型对复发有显著影响。

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Survival of gastric cancer patients in Iran: a systematic review and meta-analysis.伊朗胃癌患者的生存率:一项系统评价与荟萃分析。

本文引用的文献

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Estimating the Net Survival of Patients with Gastric Cancer in Iran in a Relative Survival Framework.在相对生存框架下估计伊朗胃癌患者的净生存率
Iran J Med Sci. 2018 Nov;43(6):605-611.
2
Survival rate of gastric cancer in Iran; a systematic review and meta-analysis.伊朗胃癌的生存率;系统评价与荟萃分析。
Gastroenterol Hepatol Bed Bench. 2016 Spring;9(2):78-86.
Gastroenterol Hepatol Bed Bench. 2023;16(3):245-258. doi: 10.22037/ghfbb.v16i2.2674.
4
A novel dynamic Bayesian network approach for data mining and survival data analysis.一种用于数据挖掘和生存数据分析的新型动态贝叶斯网络方法。
BMC Med Inform Decis Mak. 2022 Sep 22;22(1):251. doi: 10.1186/s12911-022-02000-7.