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关注早期食管癌患者——一种预后列线图

Focus on patients with early esophageal cancer-a prognostic nomogram.

作者信息

Cheng Zhiyuan, Zhang Zifan, Lin Han, Meng Qianqian, Xin Lei, Wang Tianjiao, Wang Wei, Wang Luowei

机构信息

College of Basic Medical Sciences, Naval Medical University, Shanghai, China.

Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai, China.

出版信息

Transl Cancer Res. 2020 Dec;9(12):7469-7478. doi: 10.21037/tcr-19-1645.

Abstract

BACKGROUND

Esophageal cancer is a common cancer of the digestive system, with high morbidity and poor prognosis. However, while the prognosis of early esophageal cancer is relatively good, there is no effective model to accurately predict the prognosis of early esophageal cancer. The Aims of this study are to explore risk factors for the prognosis of early esophageal cancer and to establish a prediction nomogram for patients.

METHODS

Surveillance, Epidemiology and End Results (SEER) Stat 8.3.5 was used to collect 2,351 cases of early esophageal cancer from 2004 to 2015 in the SEER database. Early esophageal cancer is defined as a lesion that is confined to the lamina propria and the muscularis mucosa. Prognostic factors were analyzed with the log-rank method and a Cox proportional hazard model by SPSS (v25.0). Independent prognostic factors were used to construct a nomogram with a Cox proportional hazard model. The C-index was used to evaluate the prediction effect of the nomogram. The internal validity of the nomogram was tested by discrimination and calibration using a bootstrap method with 1,000 resamplings.

RESULTS

The median survival time was 30 months, and the 1-, 3-, and 5-year survival rates were 65.2%, 46.8%, and 41.6%, respectively. The male to female ratio was 3:1, and 85.33% of all patients were white. Univariate analysis showed that risk factors affecting patient prognosis included age (χ=430.631, P<0.001), sex (χ=48.1, P<0.001), marital status (χ=107.597, P<0.001), race (χ=58.928, P<0.001), primary site (χ=98.675, P<0.001), tumor grade (χ=116.421, P<0.001), surgery (χ=1,259.33, P<0.001) and histologic type (χ=231.062, P<0.001). Using multivariate analysis, we found that age (HR=1.787, 95% CI: 1.58-2.03), marital status (HR=0.774, 95% CI: 0.69-0.87), tumor grade (HR=1.241, 95% CI: 1.14-135), and surgery (HR=0.356, 95% CI: 0.33-0.39) were independent prognostic factors for patients with early esophageal cancer. We constructed the nomogram with the above independent factors, and the C-index value was 0.788.

CONCLUSIONS

This study obtained the latest epidemiological information on early esophageal cancer and determined that age, marital status, tumor grade and surgery were independent prognostic factors for early esophageal cancer. The nomogram developed with these factors could provide good prognosis prediction.

摘要

背景

食管癌是消化系统常见癌症,发病率高且预后不佳。然而,尽管早期食管癌预后相对较好,但尚无有效模型能准确预测早期食管癌的预后。本研究旨在探讨早期食管癌预后的危险因素,并为患者建立预测列线图。

方法

使用监测、流行病学与最终结果(SEER)统计软件8.3.5从SEER数据库中收集2004年至2015年的2351例早期食管癌病例。早期食管癌定义为局限于固有层和黏膜肌层的病变。采用SPSS(v25.0)的对数秩检验法和Cox比例风险模型分析预后因素。使用Cox比例风险模型,将独立预后因素用于构建列线图。采用C指数评估列线图的预测效果。通过重复抽样1000次的自抽样法进行判别和校准,检验列线图的内部效度。

结果

中位生存时间为30个月,1年、3年和5年生存率分别为65.2%、46.8%和41.6%。男女比例为3:1,所有患者中85.33%为白人。单因素分析显示,影响患者预后的危险因素包括年龄(χ=430.631,P<0.001)、性别(χ=48.1,P<0.001)、婚姻状况(χ=107.597,P<0.001)、种族(χ=58.928,P<0.001)、原发部位(χ=98.675,P<0.001)、肿瘤分级(χ=116.421,P<0.001)、手术(χ=1259.33,P<0.001)和组织学类型(χ=231.062,P<0.001)。多因素分析发现,年龄(HR=1.787,95%CI:1.58 - 2.03)婚姻状况(HR=0.774,95%CI:0.69 - 0.87)、肿瘤分级(HR=1.241,95%CI:1.14 - 1.35)和手术(HR=0.356,95%CI:0.33 - 0.39)是早期食管癌患者的独立预后因素。我们用上述独立因素构建了列线图,C指数值为0.788。

结论

本研究获得了早期食管癌的最新流行病学信息,确定年龄、婚姻状况、肿瘤分级和手术是早期食管癌的独立预后因素。用这些因素开发的列线图可提供良好的预后预测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/276c/8797496/151f1ac6503a/tcr-09-12-7469-f1.jpg

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