• 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

氟代脱氧葡萄糖正电子发射断层扫描/计算机断层扫描(FDG PET/CT)上的基线代谢肿瘤负荷可预测接受免疫检查点抑制剂治疗的晚期非小细胞肺癌(NSCLC)患者的预后。

Baseline metabolic tumor burden on FDG PET/CT scans predicts outcome in advanced NSCLC patients treated with immune checkpoint inhibitors.

作者信息

Seban Romain-David, Mezquita Laura, Berenbaum Arnaud, Dercle Laurent, Botticella Angela, Le Pechoux Cécile, Caramella Caroline, Deutsch Eric, Grimaldi Serena, Adam Julien, Ammari Samy, Planchard David, Leboulleux Sophie, Besse Benjamin

机构信息

Gustave Roussy, Department of Nuclear Medicine and Endocrine Oncology, Université Paris-Saclay, Villejuif, France.

Gustave Roussy, Department of Medical Oncology, Thoracic Unit, Villejuif, France.

出版信息

Eur J Nucl Med Mol Imaging. 2020 May;47(5):1147-1157. doi: 10.1007/s00259-019-04615-x. Epub 2019 Nov 21.

DOI:10.1007/s00259-019-04615-x
PMID:31754795
Abstract

PURPOSE

We aimed to evaluate if imaging biomarkers on FDG PET are associated with clinical outcomes in patients with advanced non-small cell lung cancer (NSCLC) treated with immune checkpoint inhibitors (ICIs).

METHODS

In this retrospective monocentric study, we included 109 patients with advanced NSCLC who underwent baseline FDG PET/CT before ICI initiation between July 2013 and September 2018. Clinical, biological (including dNLR = neutrophils/[leukocytes minus neutrophils]), pathological and PET parameters (tumor SUVmax, total metabolic tumor volume [TMTV]) were evaluated. A multivariate prediction model was developed using Cox models for progression-free survival (PFS) and overall survival (OS). The association between biomarkers on FDG PET/CT and disease clinical benefit (DCB) was tested using logistic regression.

RESULTS

Eighty patients were eligible. Median follow-up was 11.6 months (95%CI 7.7-15.5). Sixty-four and 52 patients experienced progression and death, respectively. DCB was 40%. In multivariate analyses, TMTV > 75 cm and dNLR > 3 were associated with shorter OS (HR 2.5, 95%CI 1.3-4.7 and HR 3.3, 95%CI 1.6-6.4) and absence of DCB (OR 0.3, 95%CI 0.1-0.9 and OR 0.4, 95%CI 0.2-0.9). Unlike TMTV, dNLR was a significant prognostic factor for PFS (HR 1.9, 95%CI 1.1-3.3) along with anemia (HR 1.9, 95%CI 1.2-3.8). No association was observed between tumor SUVmax and PFS or OS.

CONCLUSION

Baseline tumor burden (TMTV) on FDG PET/CT scans and inflammatory status (dNLR) were associated with poor OS and absence of DCB for ICI treatment in advanced NSCLC patients, unlike tumor SUVmax, and may be used together to improve the selection of appropriate candidates.

摘要

目的

我们旨在评估氟代脱氧葡萄糖正电子发射断层扫描(FDG PET)上的影像生物标志物是否与接受免疫检查点抑制剂(ICI)治疗的晚期非小细胞肺癌(NSCLC)患者的临床结局相关。

方法

在这项回顾性单中心研究中,我们纳入了109例在2013年7月至2018年9月期间开始ICI治疗前接受基线FDG PET/CT检查的晚期NSCLC患者。评估了临床、生物学(包括dNLR = 中性粒细胞/[白细胞减去中性粒细胞])、病理和PET参数(肿瘤SUVmax、总代谢肿瘤体积 [TMTV])。使用Cox模型建立了无进展生存期(PFS)和总生存期(OS)的多变量预测模型。使用逻辑回归检验FDG PET/CT上的生物标志物与疾病临床获益(DCB)之间的关联。

结果

80例患者符合条件。中位随访时间为11.6个月(95%CI 7.7 - 15.5)。分别有64例和52例患者出现疾病进展和死亡。DCB为40%。在多变量分析中,TMTV > 75 cm和dNLR > 3与较短的OS(HR 2.5,95%CI 1.3 - 4.7和HR 3.3,95%CI 1.6 - 6.4)以及无DCB(OR 0.3,95%CI 0.1 - 0.9和OR 0.4,95%CI 0.2 - 0.9)相关。与TMTV不同,dNLR以及贫血(HR 1.9,95%CI 1.2 - 3.8)是PFS的显著预后因素(HR 1.9,95%CI 1.1 - 3.3)。未观察到肿瘤SUVmax与PFS或OS之间存在关联。

结论

与肿瘤SUVmax不同,FDG PET/CT扫描上的基线肿瘤负荷(TMTV)和炎症状态(dNLR)与晚期NSCLC患者ICI治疗的OS不佳和无DCB相关,并且可一起用于改善合适候选者的选择。

相似文献

1
Baseline metabolic tumor burden on FDG PET/CT scans predicts outcome in advanced NSCLC patients treated with immune checkpoint inhibitors.氟代脱氧葡萄糖正电子发射断层扫描/计算机断层扫描(FDG PET/CT)上的基线代谢肿瘤负荷可预测接受免疫检查点抑制剂治疗的晚期非小细胞肺癌(NSCLC)患者的预后。
Eur J Nucl Med Mol Imaging. 2020 May;47(5):1147-1157. doi: 10.1007/s00259-019-04615-x. Epub 2019 Nov 21.
2
Baseline total metabolic tumour volume on 2-deoxy-2-[18F]fluoro-d-glucose positron emission tomography-computed tomography as a promising biomarker in patients with advanced non-small cell lung cancer treated with first-line pembrolizumab.在接受一线帕博利珠单抗治疗的晚期非小细胞肺癌患者中,基于2-脱氧-2-[18F]氟-D-葡萄糖正电子发射断层扫描-计算机断层扫描的基线总代谢肿瘤体积作为一种有前景的生物标志物。
Eur J Cancer. 2021 Jun;150:99-107. doi: 10.1016/j.ejca.2021.03.020. Epub 2021 Apr 20.
3
Total metabolic tumor volume on F-FDG PET/CT is a game-changer for patients with metastatic lung cancer treated with immunotherapy.氟代脱氧葡萄糖正电子发射断层扫描/计算机断层扫描的总代谢肿瘤体积是免疫治疗转移性肺癌患者的改变游戏规则的因素。
J Immunother Cancer. 2024 Apr 22;12(4):e007628. doi: 10.1136/jitc-2023-007628.
4
The utility of F-FDG PET/CT for evaluation of tumor response to immune checkpoint inhibitor therapy and prognosis prediction in patients with non-small-cell lung cancer.F-FDG PET/CT 对评估非小细胞肺癌患者免疫检查点抑制剂治疗反应和预后预测的效用。
Hell J Nucl Med. 2021 Sep-Dec;24(3):186-198. doi: 10.1967/s002449912402. Epub 2021 Dec 17.
5
Tumor metabolic and secondary lymphoid organ metabolic markers on 18F-fludeoxyglucose positron emission tomography predict prognosis of immune checkpoint inhibitors in advanced lung cancer.18F-氟脱氧葡萄糖正电子发射断层扫描肿瘤代谢和次级淋巴器官代谢标志物可预测晚期肺癌免疫检查点抑制剂的预后。
Front Immunol. 2022 Oct 21;13:1004351. doi: 10.3389/fimmu.2022.1004351. eCollection 2022.
6
Prognostic value of F-FDG PET/CT in patients with advanced or metastatic non-small-cell lung cancer treated with immune checkpoint inhibitors: A systematic review and meta-analysis.免疫检查点抑制剂治疗晚期或转移性非小细胞肺癌患者的 F-FDG PET/CT 预后价值:系统评价和荟萃分析。
Front Immunol. 2022 Nov 17;13:1014063. doi: 10.3389/fimmu.2022.1014063. eCollection 2022.
7
Prognostic value of inflammatory response biomarkers using peripheral blood and [18F]-FDG PET/CT in advanced NSCLC patients treated with first-line chemo- or immunotherapy.采用外周血炎症反应生物标志物联合 [18F]-FDG PET/CT 对一线化疗或免疫治疗的晚期 NSCLC 患者的预后价值。
Lung Cancer. 2021 Sep;159:45-55. doi: 10.1016/j.lungcan.2021.06.024. Epub 2021 Jul 20.
8
FDG-PET biomarkers associated with long-term benefit from first-line immunotherapy in patients with advanced non-small cell lung cancer.与一线免疫治疗在晚期非小细胞肺癌患者中带来长期获益相关的 FDG-PET 生物标志物。
Ann Nucl Med. 2020 Dec;34(12):968-974. doi: 10.1007/s12149-020-01539-7. Epub 2020 Oct 18.
9
The Value of F-FDG PET/CT in Predicting the Response to PD-1 Blocking Immunotherapy in Advanced NSCLC Patients with High-Level PD-L1 Expression.高水平 PD-L1 表达的晚期 NSCLC 患者中 F-FDG PET/CT 预测对 PD-1 阻断免疫治疗反应的价值。
Clin Lung Cancer. 2021 Sep;22(5):432-440. doi: 10.1016/j.cllc.2021.03.001. Epub 2021 Mar 20.
10
Prognostic 18F-FDG PET biomarkers in metastatic mucosal and cutaneous melanoma treated with immune checkpoint inhibitors targeting PD-1 and CTLA-4.使用靶向PD-1和CTLA-4的免疫检查点抑制剂治疗的转移性黏膜和皮肤黑色素瘤中的预后18F-FDG PET生物标志物
Eur J Nucl Med Mol Imaging. 2020 Sep;47(10):2301-2312. doi: 10.1007/s00259-020-04757-3. Epub 2020 Mar 23.

引用本文的文献

1
Exploring the metabolic-immune score in advanced NSCLC treated with immunotherapy.探索免疫疗法治疗晚期非小细胞肺癌中的代谢-免疫评分。
Sci Rep. 2025 Aug 21;15(1):30781. doi: 10.1038/s41598-025-16788-7.
2
Prognostic significance of F-FDG PET/CT parameters in soft tissue sarcoma: a systematic review and meta-analysis.F-FDG PET/CT参数在软组织肉瘤中的预后意义:一项系统评价和荟萃分析
Cancer Imaging. 2025 Jul 29;25(1):94. doi: 10.1186/s40644-025-00912-x.
3
Radiomicsmetabolic signature profiles for advanced non-small cell lung cancer with chemoimmunotherapy by reflecting biological function and survival.

本文引用的文献

1
Prognostic and theranostic 18F-FDG PET biomarkers for anti-PD1 immunotherapy in metastatic melanoma: association with outcome and transcriptomics.抗 PD-1 免疫治疗转移性黑色素瘤的预后和治疗 18F-FDG PET 生物标志物:与结局和转录组学的关联。
Eur J Nucl Med Mol Imaging. 2019 Oct;46(11):2298-2310. doi: 10.1007/s00259-019-04411-7. Epub 2019 Jul 25.
2
Immune Checkpoint Inhibitor Outcomes for Patients With Non-Small-Cell Lung Cancer Receiving Baseline Corticosteroids for Palliative Versus Nonpalliative Indications.接受基线皮质类固醇治疗以缓解症状和非缓解症状的非小细胞肺癌患者的免疫检查点抑制剂治疗结局。
J Clin Oncol. 2019 Aug 1;37(22):1927-1934. doi: 10.1200/JCO.19.00189. Epub 2019 Jun 17.
3
通过反映生物学功能和生存率,对接受化疗免疫治疗的晚期非小细胞肺癌进行放射组学代谢特征分析。
Transl Lung Cancer Res. 2024 Dec 31;13(12):3303-3322. doi: 10.21037/tlcr-24-576. Epub 2024 Dec 27.
4
Integration of clinical, pathological, radiological, and transcriptomic data improves prediction for first-line immunotherapy outcome in metastatic non-small cell lung cancer.整合临床、病理、放射学和转录组数据可改善转移性非小细胞肺癌一线免疫治疗结果的预测。
Nat Commun. 2025 Jan 12;16(1):614. doi: 10.1038/s41467-025-55847-5.
5
The role of baseline F-FDG PET/CT for survival prognosis in NSCLC patients undergoing immunotherapy: a systematic review and meta-analysis.基线F-FDG PET/CT在接受免疫治疗的非小细胞肺癌患者生存预后中的作用:一项系统评价和荟萃分析
Ther Adv Med Oncol. 2024 Nov 4;16:17588359241293364. doi: 10.1177/17588359241293364. eCollection 2024.
6
Applications of CT-based radiomics for the prediction of immune checkpoint markers and immunotherapeutic outcomes in non-small cell lung cancer.基于 CT 的放射组学在非小细胞肺癌中预测免疫检查点标志物和免疫治疗结果的应用。
Front Immunol. 2024 Aug 22;15:1434171. doi: 10.3389/fimmu.2024.1434171. eCollection 2024.
7
Sintilimab in combination with stereotactic body radiotherapy and granulocyte-macrophage colony-stimulating factor in metastatic non-small cell lung cancer: The multicenter SWORD phase 2 trial.西妥昔单抗联合立体定向放疗和粒细胞-巨噬细胞集落刺激因子治疗转移性非小细胞肺癌:多中心 SWORD 期 2 试验。
Nat Commun. 2024 Aug 22;15(1):7242. doi: 10.1038/s41467-024-51807-7.
8
Total metabolic tumor volume on F-FDG PET/CT is a game-changer for patients with metastatic lung cancer treated with immunotherapy.氟代脱氧葡萄糖正电子发射断层扫描/计算机断层扫描的总代谢肿瘤体积是免疫治疗转移性肺癌患者的改变游戏规则的因素。
J Immunother Cancer. 2024 Apr 22;12(4):e007628. doi: 10.1136/jitc-2023-007628.
9
Challenges coexist with opportunities: development of a macrocyclic peptide PET radioligand for PD-L1.挑战与机遇并存:开发用于程序性死亡受体配体1(PD-L1)的大环肽正电子发射断层扫描(PET)放射性配体。
Eur J Nucl Med Mol Imaging. 2024 May;51(6):1574-1577. doi: 10.1007/s00259-024-06680-3.
10
Improved automated tumor segmentation in whole-body 3D scans using multi-directional 2D projection-based priors.利用基于多方向二维投影的先验信息改进全身三维扫描中的自动肿瘤分割。
Heliyon. 2024 Feb 15;10(4):e26414. doi: 10.1016/j.heliyon.2024.e26414. eCollection 2024 Feb 29.
Increased bone marrow SUVmax on 18F-FDG PET is associated with higher pelvic treatment failure in patients with cervical cancer treated by chemoradiotherapy and brachytherapy.
在接受放化疗和近距离放疗的宫颈癌患者中,18F-FDG PET显示骨髓SUVmax升高与较高的盆腔治疗失败率相关。
Oncoimmunology. 2019 Mar 6;8(5):e1574197. doi: 10.1080/2162402X.2019.1574197. eCollection 2019.
4
Baseline PET features to predict prognosis in primary mediastinal B cell lymphoma: a comparative analysis of different methods for measuring baseline metabolic tumour volume.用于预测原发性纵隔 B 细胞淋巴瘤预后的基线 PET 特征:不同方法测量基线代谢肿瘤体积的比较分析。
Eur J Nucl Med Mol Imaging. 2019 Jun;46(6):1334-1344. doi: 10.1007/s00259-019-04286-8. Epub 2019 Feb 26.
5
Predictive biomarkers of response for immune checkpoint inhibitors in non-small-cell lung cancer.免疫检查点抑制剂在非小细胞肺癌中的反应预测生物标志物。
Eur J Cancer. 2019 Jan;106:144-159. doi: 10.1016/j.ejca.2018.11.002. Epub 2018 Dec 5.
6
Clinical utility of tumor mutational burden in patients with non-small cell lung cancer treated with immunotherapy.肿瘤突变负荷在接受免疫治疗的非小细胞肺癌患者中的临床应用价值
Transl Lung Cancer Res. 2018 Dec;7(6):647-660. doi: 10.21037/tlcr.2018.09.22.
7
Is there an optimal method for measuring baseline metabolic tumor volume in diffuse large B cell lymphoma?在弥漫性大B细胞淋巴瘤中,是否存在测量基线代谢肿瘤体积的最佳方法?
Eur J Nucl Med Mol Imaging. 2019 Feb;46(2):520-521. doi: 10.1007/s00259-018-4200-3. Epub 2018 Nov 1.
8
A reliable and feasible way to predict the benefits of Nivolumab in patients with non-small cell lung cancer: a pooled analysis of 14 retrospective studies.预测纳武单抗对非小细胞肺癌患者疗效的可靠且可行方法:14项回顾性研究的汇总分析
Oncoimmunology. 2018 Aug 20;7(11):e1507262. doi: 10.1080/2162402X.2018.1507262. eCollection 2018.
9
CD147-mediated glucose metabolic regulation contributes to the predictive role of F-FDG PET/CT imaging for EGFR-TKI treatment sensitivity in NSCLC.CD147 介导的葡萄糖代谢调控有助于 F-FDG PET/CT 成像预测 NSCLC 患者对 EGFR-TKI 治疗敏感性的作用。
Mol Carcinog. 2019 Feb;58(2):247-257. doi: 10.1002/mc.22923. Epub 2018 Oct 25.
10
Why harmonization is needed when using FDG PET/CT as a prognosticator: demonstration with EARL-compliant SUV as an independent prognostic factor in lung cancer.为何在使用 FDG PET/CT 作为预后指标时需要进行协调:符合 EARL 标准的 SUV 作为肺癌独立预后因素的验证。
Eur J Nucl Med Mol Imaging. 2019 Feb;46(2):421-428. doi: 10.1007/s00259-018-4151-8. Epub 2018 Sep 14.