• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

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

食管癌患者脑转移的风险和预后因素:SEER 数据库分析。

The risk and prognostic factors for brain metastases in esophageal cancer patients: an analysis of the SEER database.

机构信息

Department of Thoracic Surgery, Tianjin Chest Hospital, Tianjin, 300222, China.

Department of Thoracic Surgery, Peking University Shenzhen Hospital, Shenzhen, 518035, China.

出版信息

BMC Cancer. 2021 Sep 26;21(1):1057. doi: 10.1186/s12885-021-08802-8.

DOI:10.1186/s12885-021-08802-8
PMID:34563149
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8465786/
Abstract

BACKGROUND

Brain metastases were rare in esophageal cancer patients. Using the Surveillance, Epidemiology, and End Results (SEER) database, the present study investigated the incidence, risk and prognostic factors of brain metastases in esophageal cancer patients.

METHODS

Retrieving esophageal cancer patients diagnosed between 2010 and 2018 from the SEER database, univariable and multivariable logistic and cox regression models were used to investigate the risk factors for brain metastases development and prognosis, respectively. The brain metastases predicting nomogram was constructed, evaluated and validated. The overall survival (OS) of patients with brain metastases was analyzed by Kaplan-Meier method.

RESULTS

A total of 34,107 eligible esophageal cancer patients were included and 618 of them were diagnosed with brain metastases (1.8%). The median survival of the brain metastatic esophageal cancer patients was 5 (95% CI: 5-7) months. The presence of bone metastases and lung metastases were the homogeneously associated factors for the development and prognosis of brain metastases in esophageal cancer patients. Patients younger than 65 years, American Indian/Alaska Native race (vs. White), overlapping lesion (vs. Upper third), esophageal adenocarcinoma histology subtype, higher N stage, and liver metastases were positively associated with brain metastases occurrence. The calibration curve, ROC curve, and C-index exhibited good performance of the nomogram for predicting brain metastases.

CONCLUSIONS

Homogeneous and heterogeneous factors were found for the development and prognosis of brain metastases in esophageal cancer patients. The nomogram had good calibration and discrimination for predicting brain metastases.

摘要

背景

脑转移在食管癌患者中较为罕见。本研究利用监测、流行病学和最终结果(SEER)数据库,调查了食管癌患者脑转移的发生率、风险和预后因素。

方法

从 SEER 数据库中检索 2010 年至 2018 年间诊断为食管癌的患者,分别使用单变量和多变量逻辑回归和 Cox 回归模型来研究脑转移发展和预后的危险因素。构建、评估和验证脑转移预测列线图。采用 Kaplan-Meier 方法分析脑转移患者的总生存率(OS)。

结果

共纳入 34107 例符合条件的食管癌患者,其中 618 例被诊断为脑转移(1.8%)。脑转移食管癌患者的中位生存时间为 5 个月(95%CI:5-7)。骨转移和肺转移的存在是食管癌患者脑转移发展和预后的同质相关因素。年龄小于 65 岁、美国印第安人/阿拉斯加原住民(非白人)、重叠病变(非上三分之一)、食管腺癌组织学亚型、较高的 N 分期和肝转移与脑转移的发生呈正相关。列线图的校准曲线、ROC 曲线和 C 指数显示出良好的脑转移预测性能。

结论

发现了食管癌患者脑转移发展和预后的同质和异质因素。该列线图在预测脑转移方面具有良好的校准和区分度。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fe8/8465786/ceaaa99d9bcf/12885_2021_8802_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fe8/8465786/db464ef0cc1f/12885_2021_8802_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fe8/8465786/c84677b83432/12885_2021_8802_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fe8/8465786/73566c94385f/12885_2021_8802_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fe8/8465786/df69eb2eb213/12885_2021_8802_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fe8/8465786/ceaaa99d9bcf/12885_2021_8802_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fe8/8465786/db464ef0cc1f/12885_2021_8802_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fe8/8465786/c84677b83432/12885_2021_8802_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fe8/8465786/73566c94385f/12885_2021_8802_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fe8/8465786/df69eb2eb213/12885_2021_8802_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fe8/8465786/ceaaa99d9bcf/12885_2021_8802_Fig5_HTML.jpg

相似文献

1
The risk and prognostic factors for brain metastases in esophageal cancer patients: an analysis of the SEER database.食管癌患者脑转移的风险和预后因素:SEER 数据库分析。
BMC Cancer. 2021 Sep 26;21(1):1057. doi: 10.1186/s12885-021-08802-8.
2
Metastasis pattern and prognosis in men with esophageal cancer patients: A SEER-based study.基于 SEER 数据库的研究:食管癌男性患者的转移模式与预后
Medicine (Baltimore). 2021 Jun 25;100(25):e26496. doi: 10.1097/MD.0000000000026496.
3
Survival nomogram for patients with metastatic siewert type II adenocarcinoma of the esophagogastric junction: a population-based study.胃食管结合部 Siewert II 型腺癌转移患者的生存列线图:一项基于人群的研究。
Expert Rev Gastroenterol Hepatol. 2020 Aug;14(8):757-764. doi: 10.1080/17474124.2020.1784726. Epub 2020 Jun 30.
4
Prognostic Significance of Sites of Visceral Metastatic Disease in Prostate Cancer: A Population-based Study of 12,180 Patients.前列腺癌内脏转移部位对预后的影响:基于 12180 例患者的人群研究。
Clin Genitourin Cancer. 2019 Aug;17(4):260-267. doi: 10.1016/j.clgc.2019.03.020. Epub 2019 Apr 9.
5
Development and validation of a nomogram to predict survival outcome among epithelial ovarian cancer patients with site-distant metastases: a population-based study.基于人群的研究:构建并验证用于预测有远处转移的上皮性卵巢癌患者生存结局的列线图。
BMC Cancer. 2021 May 25;21(1):609. doi: 10.1186/s12885-021-07977-4.
6
Nomogram based on homogeneous and heterogeneous associated factors for predicting bone metastases in patients with different histological types of lung cancer.基于同质和异质相关因素的列线图预测不同组织学类型肺癌患者的骨转移。
BMC Cancer. 2019 Mar 15;19(1):238. doi: 10.1186/s12885-019-5445-3.
7
Risk factors, prognostic factors, and nomograms for bone metastasis in patients with newly diagnosed infiltrating duct carcinoma of the breast: a population-based study.基于人群的研究:初诊浸润性导管乳腺癌患者骨转移的风险因素、预后因素和列线图。
BMC Cancer. 2020 Nov 25;20(1):1145. doi: 10.1186/s12885-020-07635-1.
8
Two Novel Nomograms Predicting the Risk and Prognosis of Pancreatic Cancer Patients With Lung Metastases: A Population-Based Study.两种预测肺转移胰腺癌患者风险和预后的新型列线图:基于人群的研究。
Front Public Health. 2022 May 31;10:884349. doi: 10.3389/fpubh.2022.884349. eCollection 2022.
9
Metastatic patterns and survival outcomes in patients with stage IV colon cancer: A population-based analysis.IV 期结肠癌患者的转移模式和生存结果:一项基于人群的分析。
Cancer Med. 2020 Jan;9(1):361-373. doi: 10.1002/cam4.2673. Epub 2019 Nov 6.
10
Bone metastases in oral squamous cell carcinoma: A real-world retrospective study based on the SEER database.口腔鳞状细胞癌中的骨转移:基于 SEER 数据库的真实世界回顾性研究。
J Stomatol Oral Maxillofac Surg. 2024 Jun;125(3S):101851. doi: 10.1016/j.jormas.2024.101851. Epub 2024 Mar 28.

引用本文的文献

1
Prediction of Patients With Anaplastic Thyroid Carcinoma With Bone Metastasis: A Population-Based Study.间变性甲状腺癌伴骨转移患者的预测:一项基于人群的研究。
Int J Endocrinol. 2025 Jun 23;2025:2209918. doi: 10.1155/ije/2209918. eCollection 2025.
2
Predicting liver metastasis in pancreatic neuroendocrine tumors with an interpretable machine learning algorithm: a SEER-based study.使用可解释机器学习算法预测胰腺神经内分泌肿瘤中的肝转移:一项基于监测、流行病学和最终结果(SEER)数据库的研究
Front Med (Lausanne). 2025 May 1;12:1533132. doi: 10.3389/fmed.2025.1533132. eCollection 2025.
3
Oesophageal adenocarcinoma presenting with synchronous brain metastases.

本文引用的文献

1
Brain Metastases from Esophageal Squamous Cell Carcinoma: Clinical Characteristics and Prognosis.食管鳞状细胞癌脑转移:临床特征与预后
Front Oncol. 2021 Apr 29;11:652509. doi: 10.3389/fonc.2021.652509. eCollection 2021.
2
Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries.《全球癌症统计数据 2020:全球 185 个国家和地区 36 种癌症的发病率和死亡率估计》。
CA Cancer J Clin. 2021 May;71(3):209-249. doi: 10.3322/caac.21660. Epub 2021 Feb 4.
3
Prognostic factors affecting long-term outcomes in patients with brain metastasis from esophageal carcinoma.
伴有同步脑转移的食管腺癌。
BMJ Case Rep. 2025 Jan 31;18(1):e263641. doi: 10.1136/bcr-2024-263641.
4
Brain Metastases from Esophageal Cancer: A Retrospective Review from a Single Institution.食管癌脑转移:来自单一机构的回顾性研究
World Neurosurg. 2025 Jan;193:964-974. doi: 10.1016/j.wneu.2024.09.085. Epub 2024 Oct 9.
5
Use machine learning to predict pulmonary metastasis of esophageal cancer: a population-based study.利用机器学习预测食管癌肺转移:一项基于人群的研究。
J Cancer Res Clin Oncol. 2024 Sep 16;150(9):420. doi: 10.1007/s00432-024-05937-6.
6
Risk, Predictive Factors, and Nomogram of Liver Metastatic Gastroesophageal Junction Cancer: A New Study Based on the Surveillance, Epidemiology, and End Results Database.肝转移胃食管交界癌的风险、预测因素及列线图:一项基于监测、流行病学和最终结果数据库的新研究
Cureus. 2024 Jun 28;16(6):e63429. doi: 10.7759/cureus.63429. eCollection 2024 Jun.
7
Prediction of hepatic metastasis in esophageal cancer based on machine learning.基于机器学习的食管癌肝转移预测。
Sci Rep. 2024 Jun 24;14(1):14507. doi: 10.1038/s41598-024-63213-6.
8
Incidence of brain metastasis according to patient race and primary cancer origin: a systematic review.脑转移发生率与患者种族和原发癌来源的关系:一项系统评价。
J Neurooncol. 2024 Sep;169(3):457-467. doi: 10.1007/s11060-024-04748-6. Epub 2024 Jun 19.
9
Nomograms for Predicting Risk and Survival of Esophageal Cancer Lung Metastases: a SEER Analysis.预测食管癌肺转移风险和生存的列线图:一项监测、流行病学和最终结果(SEER)分析
J Cancer. 2024 Apr 23;15(11):3370-3380. doi: 10.7150/jca.92389. eCollection 2024.
10
A rare case of tumor-to-tumor metastasis of esophageal adenocarcinoma into meningioma.一例罕见的食管腺癌向脑膜瘤发生肿瘤-to-肿瘤转移的病例。
Radiol Case Rep. 2024 Apr 26;19(7):2874-2878. doi: 10.1016/j.radcr.2024.03.071. eCollection 2024 Jul.
影响食管癌脑转移患者长期预后的预后因素。
Chin J Cancer Res. 2020 Dec 31;32(6):768-777. doi: 10.21147/j.issn.1000-9604.2020.06.10.
4
Does brain radiotherapy improve survival in patients with esophageal squamous cell carcinoma with brain metastasis?脑放疗能否提高脑转移食管鳞癌患者的生存率?
Ann Palliat Med. 2020 May;9(3):637-643. doi: 10.21037/apm.2020.04.23. Epub 2020 Apr 20.
5
Incidence and Risk Factors for Isolated Esophageal Cancer Recurrence to the Brain.孤立性食管癌脑转移的发生率及危险因素。
Ann Thorac Surg. 2020 Feb;109(2):329-336. doi: 10.1016/j.athoracsur.2019.09.028. Epub 2019 Oct 12.
6
Treatment strategy for brain metastases from esophageal cancer.食管癌脑转移的治疗策略。
Tumori. 2020 Apr;106(2):109-114. doi: 10.1177/0300891619869518. Epub 2019 Aug 28.
7
Enrichment of Amplification in Brain Metastases from Primary Gastrointestinal Malignancies.脑转移瘤中原发性胃肠道恶性肿瘤的扩增富集。
Oncologist. 2019 Feb;24(2):193-201. doi: 10.1634/theoncologist.2018-0152. Epub 2018 Oct 29.
8
Patterns of Distant Metastasis Between Histological Types in Esophageal Cancer.食管癌不同组织学类型的远处转移模式
Front Oncol. 2018 Aug 8;8:302. doi: 10.3389/fonc.2018.00302. eCollection 2018.
9
Patterns of distant organ metastases in esophageal cancer: a population-based study.食管癌远处器官转移模式:一项基于人群的研究。
J Thorac Dis. 2017 Sep;9(9):3023-3030. doi: 10.21037/jtd.2017.08.72.
10
Long-term survival after multidisciplinary therapy for brain metastases from asymptomatic esophageal adenocarcinoma.无症状性食管腺癌脑转移多学科治疗后的长期生存
Clin J Gastroenterol. 2018 Apr;11(2):113-117. doi: 10.1007/s12328-017-0803-7. Epub 2017 Nov 27.