• 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

肺癌患者脑转移的风险和预后因素:一项监测、流行病学和最终结果的基于人群队列研究。

Risk and prognostic factors of brain metastasis in lung cancer patients: a Surveillance, Epidemiology, and End Results population‑based cohort study.

机构信息

Department of Radiation Oncology, The First Affiliated Hospital of China Medical University, Shenyang, China.

出版信息

Eur J Cancer Prev. 2023 Sep 1;32(5):498-511. doi: 10.1097/CEJ.0000000000000790. Epub 2023 Feb 20.

DOI:10.1097/CEJ.0000000000000790
PMID:36804864
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10373853/
Abstract

BACKGROUND

Brain is a common metastasis site in lung cancer patients. However, homogeneous and heterogeneous risk/prognostic factors of brain metastasis for lung cancer patients have not been comprehensively elucidated. This study aimed to explore the brain metastasis risk and prognostic factors in lung cancer patients using the Surveillance, Epidemiology, and End Results (SEER) database.

METHODS

Lung cancer data were downloaded from SEER database to investigate risk factors for developing brain metastasis using logistic regression analysis. Univariate and multivariate Cox analyses were used to identify potential prognostic factors. Kaplan-Meier analysis was conducted to evaluate the survival. Propensity score matching was conducted to eliminate baseline differences between two groups.

RESULTS

A total of 10 818 (14.1%) patients with brain metastasis were diagnosed among 76 483 lung cancer patients. For non-small-cell lung carcinoma (NSCLC), distant liver/bone/lymph node metastases, higher T, N stages were risk factors. Black race, bone metastases and distant lymph node metastases and T4 were brain metastasis risk factors for SCLC patients. Cox analysis suggested that older age, male, primary lesion at main bronchus, liver/ bone/distant lymph node metastases, T2-4, N1-3, no surgery/chemotherapy/radiotherapy were associated with worse prognosis of NSCLC-brain metastasis patients. Age older than 80, liver/bone metastases, without radiotherapy and chemotherapy were associated with worse prognosis of SCLC-brain metastasis patients. Surgery of primary site could prolong the overall survival (OS) of NSCLC patients with brain metastasis, but not SCLC.

CONCLUSION

In this study, we analyzed the homogeneous and heterogeneous risk/prognostic factors of brain metastasis in lung cancer patients. What is more, our results showed that surgery of primary site was associated with longer OS of NSCLC patients with brain metastasis.

摘要

背景

脑是肺癌患者常见的转移部位。然而,肺癌患者脑转移的同质和异质风险/预后因素尚未得到全面阐明。本研究旨在利用监测、流行病学和最终结果(SEER)数据库探讨肺癌患者脑转移的风险和预后因素。

方法

从 SEER 数据库下载肺癌数据,使用逻辑回归分析探讨脑转移的风险因素。采用单因素和多因素 Cox 分析确定潜在的预后因素。采用 Kaplan-Meier 分析评估生存情况。采用倾向评分匹配消除两组间的基线差异。

结果

在 76483 例肺癌患者中,共诊断出 10818 例(14.1%)脑转移患者。对于非小细胞肺癌(NSCLC),远处肝/骨/淋巴结转移、较高的 T、N 期是风险因素。黑人、骨转移和远处淋巴结转移以及 T4 是小细胞肺癌患者脑转移的风险因素。Cox 分析表明,年龄较大、男性、主支气管原发灶、肝/骨/远处淋巴结转移、T2-4、N1-3、无手术/化疗/放疗与 NSCLC-脑转移患者的预后较差相关。年龄大于 80 岁、肝/骨转移、无放疗和化疗与 SCLC-脑转移患者的预后较差相关。对原发灶进行手术可延长 NSCLC 脑转移患者的总生存期(OS),但对 SCLC 无影响。

结论

在这项研究中,我们分析了肺癌患者脑转移的同质和异质风险/预后因素。此外,我们的研究结果表明,对原发灶进行手术与 NSCLC 脑转移患者的 OS 延长相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0a8/10373853/902220705ffb/ejcp-32-498-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0a8/10373853/77897c6e0326/ejcp-32-498-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0a8/10373853/fd90b7a98bc8/ejcp-32-498-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0a8/10373853/7d8358bae9f8/ejcp-32-498-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0a8/10373853/902220705ffb/ejcp-32-498-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0a8/10373853/77897c6e0326/ejcp-32-498-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0a8/10373853/fd90b7a98bc8/ejcp-32-498-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0a8/10373853/7d8358bae9f8/ejcp-32-498-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0a8/10373853/902220705ffb/ejcp-32-498-g004.jpg

相似文献

1
Risk and prognostic factors of brain metastasis in lung cancer patients: a Surveillance, Epidemiology, and End Results population‑based cohort study.肺癌患者脑转移的风险和预后因素:一项监测、流行病学和最终结果的基于人群队列研究。
Eur J Cancer Prev. 2023 Sep 1;32(5):498-511. doi: 10.1097/CEJ.0000000000000790. Epub 2023 Feb 20.
2
Distant metastasis patterns among lung cancer subtypes and impact of primary tumor resection on survival in metastatic lung cancer using SEER database.基于 SEER 数据库的肺癌亚型远处转移模式和原发肿瘤切除对转移性肺癌患者生存的影响。
Sci Rep. 2024 Sep 28;14(1):22445. doi: 10.1038/s41598-024-73389-6.
3
Prognostic Value of the Site of Distant Metastasis and Surgical Interventions in Metastatic Gastric Cancer: A Population-Based Study.远处转移部位和手术干预对转移性胃癌预后的价值:一项基于人群的研究。
Technol Cancer Res Treat. 2020 Jan-Dec;19:1533033820964131. doi: 10.1177/1533033820964131.
4
Lymph node ratio emerges as a pivotal prognostic determinant for cancer-specific survival amidst individuals diagnosed with stage N1 and N2 non-small cell lung carcinoma: A population-based retrospective cohort study.在被诊断为N1和N2期非小细胞肺癌的个体中,淋巴结比率成为癌症特异性生存的关键预后决定因素:一项基于人群的回顾性队列研究。
Medicine (Baltimore). 2025 Apr 18;104(16):e42202. doi: 10.1097/MD.0000000000042202.
5
Prevalence and prognosis of synchronous distant metastatic tonsil squamous cell carcinomas.扁桃体鳞状细胞癌同步远处转移的流行率和预后。
Int J Med Sci. 2021 Jan 1;18(2):528-533. doi: 10.7150/ijms.50966. eCollection 2021.
6
Prognostic effect of liver metastasis in lung cancer patients with distant metastasis.肺癌远处转移患者肝转移的预后影响
Oncotarget. 2016 Aug 16;7(33):53245-53253. doi: 10.18632/oncotarget.10644.
7
Impact of the homogeneous and heterogeneous risk factors on the incidence and survival outcome of bone metastasis in NSCLC patients.探讨同质和异质危险因素对非小细胞肺癌患者骨转移发生率和生存结局的影响。
J Cancer Res Clin Oncol. 2019 Mar;145(3):737-746. doi: 10.1007/s00432-018-02826-7. Epub 2019 Jan 2.
8
Prognostic impacts of extracranial metastasis on non-small cell lung cancer with brain metastasis: A retrospective study based on surveillance, epidemiology, and end results database.基于监测、流行病学和最终结果数据库的回顾性研究:颅外转移对伴脑转移的非小细胞肺癌的预后影响。
Cancer Med. 2021 Jan;10(2):471-482. doi: 10.1002/cam4.3562. Epub 2020 Dec 15.
9
Prognostic value of site-specific metastases in pancreatic adenocarcinoma: A Surveillance Epidemiology and End Results database analysis.胰腺腺癌中特定部位转移的预后价值:一项监测、流行病学和最终结果数据库分析。
World J Gastroenterol. 2017 Mar 14;23(10):1872-1880. doi: 10.3748/wjg.v23.i10.1872.
10
Prognostic factors in extensive-stage small cell lung cancer patients with organ-specific metastasis: unveiling commonalities and disparities.广泛期小细胞肺癌伴器官特异性转移患者的预后因素:揭示共性和差异。
J Cancer Res Clin Oncol. 2024 Feb 2;150(2):74. doi: 10.1007/s00432-024-05621-9.

引用本文的文献

1
Resistance mutations and the blood-brain barrier: Key challenges in targeted treatment of brain metastatic non-small cell lung cancer.耐药突变与血脑屏障:脑转移非小细胞肺癌靶向治疗中的关键挑战
Acta Pharm Sin B. 2025 Aug;15(8):3833-3851. doi: 10.1016/j.apsb.2025.06.002. Epub 2025 Jun 7.
2
Application of prediction model based on CT radiomics in prognosis of patients with non-small cell lung cancer.基于CT影像组学的预测模型在非小细胞肺癌患者预后中的应用
BMC Cancer. 2025 Aug 6;25(1):1273. doi: 10.1186/s12885-025-14544-8.
3
Cerebrospinal fluid Circulating Tumor DNA (ctDNA) as a biomarker for CNS metastases in Non-Small Cell Lung Cancer (NSCLC): a systematic review and meta-analysis comparing CSF ctDNA and traditional methods.
脑脊液循环肿瘤DNA(ctDNA)作为非小细胞肺癌(NSCLC)中枢神经系统转移的生物标志物:比较脑脊液ctDNA与传统方法的系统评价和荟萃分析
BMC Cancer. 2025 Jul 30;25(1):1246. doi: 10.1186/s12885-025-14583-1.
4
Optimizing primary tumor resection decisions for non-small cell lung cancer patients with brain metastases: analysis based on the SEER database and development and external validation of predictive models.优化伴有脑转移的非小细胞肺癌患者的原发肿瘤切除决策:基于监测、流行病学与最终结果(SEER)数据库的分析以及预测模型的开发与外部验证
J Thorac Dis. 2025 Jun 30;17(6):4046-4061. doi: 10.21037/jtd-24-1762. Epub 2025 Jun 26.
5
Theranostic Role of Advanced Nanotechnological Tools in Early Brain Metastases in Lung Cancer: An Updated Review.先进纳米技术工具在肺癌早期脑转移中的诊疗作用:最新综述
Int J Nanomedicine. 2025 Jun 6;20:7215-7232. doi: 10.2147/IJN.S517928. eCollection 2025.
6
Survival analysis and prognostic factors of diffuse bilateral intrapulmonary metastases in patients with non-small cell lung cancer.非小细胞肺癌患者弥漫性双侧肺内转移的生存分析及预后因素
Medicine (Baltimore). 2025 May 9;104(19):e42248. doi: 10.1097/MD.0000000000042248.
7
Brain Metastasis From Advanced-Stage Lung Carcinoma: Differentiating From Stroke and Exploring Treatment and Prevention Methods.晚期肺癌脑转移:与中风的鉴别及治疗与预防方法探索
Cureus. 2025 Feb 27;17(2):e79794. doi: 10.7759/cureus.79794. eCollection 2025 Feb.
8
Treatment of non-small cell lung cancer: advances following the introduction of PET-CT and IMRT/VMAT.非小细胞肺癌的治疗:PET-CT和IMRT/VMAT引入后的进展
Strahlenther Onkol. 2025 Mar 6. doi: 10.1007/s00066-025-02377-0.
9
Machine learning-based prognostic models and factors influencing the benefit of surgery on primary lesion for patients with lung cancer brain metastases.基于机器学习的预后模型以及影响肺癌脑转移患者原发灶手术获益的因素。
Am J Cancer Res. 2024 Nov 15;14(11):5154-5177. doi: 10.62347/PRFQ9244. eCollection 2024.
10
Machine learning-based prediction model for brain metastasis in patients with extensive-stage small cell lung cancer.基于机器学习的广泛期小细胞肺癌脑转移预测模型。
Sci Rep. 2024 Nov 20;14(1):28790. doi: 10.1038/s41598-024-80425-y.