• 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

治疗前 18F-FDG-PET/CT 参数作为转移性黑色素瘤患者一线免疫治疗后无进展生存、最佳总体反应和总体生存的生物标志物。

Pre-treatment 18F-FDG-PET/CT parameters as biomarkers for progression free survival, best overall response and overall survival in metastatic melanoma patients undergoing first-line immunotherapy.

机构信息

Department of Diagnostic and Interventional Radiology, Eberhard Karls University, Tuebingen University Hospital, Tuebingen, Germany.

Fraunhofer MEVIS, Bremen, Germany.

出版信息

PLoS One. 2024 Jan 5;19(1):e0296253. doi: 10.1371/journal.pone.0296253. eCollection 2024.

DOI:10.1371/journal.pone.0296253
PMID:38180971
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10769042/
Abstract

BACKGROUND

Checkpoint inhibitors have drastically improved the therapy of patients with advanced melanoma. 18F-FDG-PET/CT parameters might act as biomarkers for response and survival and thus can identify patients that do not benefit from immunotherapy. However, little literature exists on the association of baseline 18F-FDG-PET/CT parameters with progression free survival (PFS), best overall response (BOR), and overall survival (OS).

MATERIALS AND METHODS

Using a whole tumor volume segmentation approach, we investigated in a retrospective registry study (n = 50) whether pre-treatment 18F-FDG-PET/CT parameters of three subgroups (tumor burden, tumor glucose uptake and non-tumoral hematopoietic tissue metabolism), can act as biomarkers for the primary endpoints PFS and BOR as well as for the secondary endpoint OS.

RESULTS

Compared to the sole use of clinical parameters, baseline 18F-FDG-PET/CT parameters did not significantly improve a Cox proportional-hazard model for PFS (C-index/AIC: 0.70/225.17 and 0.68/223.54, respectively; p = 0.14). A binomial logistic regression analysis for BOR was not statistically significant (χ2(15) = 16.44, p = 0.35), with a low amount of explained variance (Nagelkerke's R2 = 0.38). Mean FDG uptake of the spleen contributed significantly to a Cox proportional-hazard model for OS (HR 3.55, p = 0.04).

CONCLUSIONS

The present study could not confirm the capability of the pre-treatment 18F-FDG-PET/CT parameters tumor burden, tumor glucose uptake and non-tumoral hematopoietic tissue metabolism to act as biomarkers for PFS and BOR in metastatic melanoma patients receiving first-line immunotherapy. The documented potential of 18F-FDG uptake by immune-mediating tissues such as the spleen to act as a biomarker for OS has been reproduced.

摘要

背景

检查点抑制剂极大地改善了晚期黑色素瘤患者的治疗效果。18F-FDG-PET/CT 参数可能作为反应和生存的生物标志物,从而可以识别出不能从免疫治疗中获益的患者。然而,关于基线 18F-FDG-PET/CT 参数与无进展生存期(PFS)、最佳总反应(BOR)和总生存期(OS)之间的相关性,文献很少。

材料和方法

使用全肿瘤体积分割方法,我们在一项回顾性登记研究(n=50)中研究了三个亚组(肿瘤负担、肿瘤葡萄糖摄取和非肿瘤性造血组织代谢)的治疗前 18F-FDG-PET/CT 参数是否可以作为主要终点 PFS 和 BOR 以及次要终点 OS 的生物标志物。

结果

与仅使用临床参数相比,基线 18F-FDG-PET/CT 参数并未显著改善 Cox 比例风险模型的 PFS(C 指数/AIC:0.70/225.17 和 0.68/223.54,分别;p=0.14)。BOR 的二项逻辑回归分析无统计学意义(χ2(15)=16.44,p=0.35),解释方差的数量较低(Nagelkerke 的 R2=0.38)。脾脏的平均 FDG 摄取量对 OS 的 Cox 比例风险模型有显著贡献(HR 3.55,p=0.04)。

结论

本研究不能证实治疗前 18F-FDG-PET/CT 参数肿瘤负担、肿瘤葡萄糖摄取和非肿瘤性造血组织代谢在接受一线免疫治疗的转移性黑色素瘤患者中作为 PFS 和 BOR 的生物标志物的能力。已经复制了免疫介导组织(如脾脏)的 18F-FDG 摄取作为 OS 生物标志物的潜在能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d4d6/10769042/7cbbb923f76f/pone.0296253.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d4d6/10769042/9ad7ea956481/pone.0296253.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d4d6/10769042/24aa1873db99/pone.0296253.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d4d6/10769042/7cbbb923f76f/pone.0296253.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d4d6/10769042/9ad7ea956481/pone.0296253.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d4d6/10769042/24aa1873db99/pone.0296253.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d4d6/10769042/7cbbb923f76f/pone.0296253.g003.jpg

相似文献

1
Pre-treatment 18F-FDG-PET/CT parameters as biomarkers for progression free survival, best overall response and overall survival in metastatic melanoma patients undergoing first-line immunotherapy.治疗前 18F-FDG-PET/CT 参数作为转移性黑色素瘤患者一线免疫治疗后无进展生存、最佳总体反应和总体生存的生物标志物。
PLoS One. 2024 Jan 5;19(1):e0296253. doi: 10.1371/journal.pone.0296253. eCollection 2024.
2
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.
3
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.
4
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.
5
Prognostic value of total metabolic tumour volume and therapy-response assessment by [F]FDG PET/CT in patients with metastatic melanoma treated with BRAF/MEK inhibitors.总代谢肿瘤体积及[F]FDG PET/CT对BRAF/MEK抑制剂治疗的转移性黑色素瘤患者的治疗反应评估的预后价值
Eur Radiol. 2022 May;32(5):3398-3407. doi: 10.1007/s00330-021-08355-1. Epub 2021 Nov 15.
6
Cancer immunotherapy is accompanied by distinct metabolic patterns in primary and secondary lymphoid organs observed by non-invasive F-FDG-PET.癌症免疫疗法伴随着原发性和继发性淋巴器官中通过非侵入性 F-FDG-PET 观察到的独特代谢模式。
Theranostics. 2020 Jan 1;10(2):925-937. doi: 10.7150/thno.35989. eCollection 2020.
7
F-FDG PET/CT based spleen to liver ratio associates with clinical outcome to ipilimumab in patients with metastatic melanoma.基于 F-FDG PET/CT 的脾脏与肝脏比值与转移性黑色素瘤患者接受伊匹单抗治疗的临床结局相关。
Cancer Imaging. 2020 May 14;20(1):36. doi: 10.1186/s40644-020-00313-2.
8
Assessing immune organs on F-FDG PET/CT imaging for therapy monitoring of immune checkpoint inhibitors: inter-observer variability, prognostic value and evolution during the treatment course of melanoma patients.评估免疫器官的 F-FDG PET/CT 显像在免疫检查点抑制剂治疗监测中的作用:黑色素瘤患者治疗过程中观察者间变异性、预后价值和演变。
Eur J Nucl Med Mol Imaging. 2021 Jul;48(8):2573-2585. doi: 10.1007/s00259-020-05103-3. Epub 2021 Jan 12.
9
Can physiologic colonic [F]FDG uptake in PET/CT imaging predict response to immunotherapy in metastatic melanoma?PET/CT成像中生理性结肠[F]FDG摄取能否预测转移性黑色素瘤对免疫治疗的反应?
Eur J Nucl Med Mol Imaging. 2023 Oct;50(12):3709-3722. doi: 10.1007/s00259-023-06327-9. Epub 2023 Jul 15.
10
Interim [F]FDG PET/CT can predict response to anti-PD-1 treatment in metastatic melanoma.[F]FDG PET/CT 有助于预测转移性黑色素瘤患者对 PD-1 治疗的反应。
Eur J Nucl Med Mol Imaging. 2021 Jun;48(6):1932-1943. doi: 10.1007/s00259-020-05137-7. Epub 2020 Dec 18.

引用本文的文献

1
Nutrition and Diet Patterns as Key Modulators of Metabolic Reprogramming in Melanoma Immunotherapy.营养与饮食模式作为黑色素瘤免疫治疗中代谢重编程的关键调节因素
J Clin Med. 2025 Jun 12;14(12):4193. doi: 10.3390/jcm14124193.
2
Prognostic Biomarkers in Evolving Melanoma Immunotherapy.进展期黑色素瘤免疫治疗中的预后生物标志物
Am J Clin Dermatol. 2025 Mar;26(2):213-223. doi: 10.1007/s40257-024-00910-y. Epub 2024 Dec 21.
3
Biobanks as an Indispensable Tool in the "Era" of Precision Medicine: Key Role in the Management of Complex Diseases, Such as Melanoma.

本文引用的文献

1
Development of a Hybrid-Imaging-Based Prognostic Index for Metastasized-Melanoma Patients in Whole-Body 18F-FDG PET/CT and PET/MRI Data.基于全身18F-FDG PET/CT和PET/MRI数据为转移性黑色素瘤患者开发基于混合成像的预后指数。
Diagnostics (Basel). 2022 Aug 30;12(9):2102. doi: 10.3390/diagnostics12092102.
2
Combination of Whole-Body Baseline CT Radiomics and Clinical Parameters to Predict Response and Survival in a Stage-IV Melanoma Cohort Undergoing Immunotherapy.全身基线CT影像组学与临床参数相结合预测接受免疫治疗的IV期黑色素瘤队列的反应和生存情况。
Cancers (Basel). 2022 Jun 17;14(12):2992. doi: 10.3390/cancers14122992.
3
生物样本库作为精准医学“时代”不可或缺的工具:在黑色素瘤等复杂疾病管理中的关键作用。
J Pers Med. 2024 Jul 6;14(7):731. doi: 10.3390/jpm14070731.
Long-Term Outcomes With Nivolumab Plus Ipilimumab or Nivolumab Alone Versus Ipilimumab in Patients With Advanced Melanoma.
纳武利尤单抗联合伊匹单抗或纳武利尤单抗对比伊匹单抗治疗晚期黑色素瘤患者的长期结局。
J Clin Oncol. 2022 Jan 10;40(2):127-137. doi: 10.1200/JCO.21.02229. Epub 2021 Nov 24.
4
Exploring CT Texture Parameters as Predictive and Response Imaging Biomarkers of Survival in Patients With Metastatic Melanoma Treated With PD-1 Inhibitor Nivolumab: A Pilot Study Using a Delta-Radiomics Approach.探索CT纹理参数作为接受PD-1抑制剂纳武单抗治疗的转移性黑色素瘤患者生存的预测性和反应性影像生物标志物:一项使用Delta放射组学方法的初步研究。
Front Oncol. 2021 Oct 7;11:704607. doi: 10.3389/fonc.2021.704607. eCollection 2021.
5
FDG PET biomarkers for prediction of survival in metastatic melanoma prior to anti-PD1 immunotherapy.抗 PD-1 免疫治疗前 FDG PET 生物标志物预测转移性黑色素瘤的生存。
Sci Rep. 2021 Sep 22;11(1):18795. doi: 10.1038/s41598-021-98310-3.
6
Assessment of early metabolic progression in melanoma patients under immunotherapy: an F-FDG PET/CT study.免疫治疗下黑色素瘤患者早期代谢进展的评估:一项F-FDG PET/CT研究。
EJNMMI Res. 2021 Sep 8;11(1):89. doi: 10.1186/s13550-021-00832-4.
7
Prognostic Value of Bone Marrow Metabolism on Pretreatment F-FDG PET/CT in Patients with Metastatic Melanoma Treated with Anti-PD-1 Therapy.抗 PD-1 治疗的转移性黑色素瘤患者预处理 F-FDG PET/CT 骨髓代谢对预后的价值。
J Nucl Med. 2021 Oct;62(10):1380-1383. doi: 10.2967/jnumed.120.254482. Epub 2021 Feb 5.
8
A Comprehensive Analysis of Baseline Clinical Characteristics and Biomarkers Associated with Outcome in Advanced Melanoma Patients Treated with Pembrolizumab.帕博利珠单抗治疗晚期黑色素瘤患者的基线临床特征及与预后相关生物标志物的综合分析
Cancers (Basel). 2021 Jan 6;13(2):168. doi: 10.3390/cancers13020168.
9
Pilot Study of CT-Based Radiomics Model for Early Evaluation of Response to Immunotherapy in Patients With Metastatic Melanoma.基于CT的影像组学模型对转移性黑色素瘤患者免疫治疗反应早期评估的初步研究
Front Oncol. 2020 Aug 25;10:1524. doi: 10.3389/fonc.2020.01524. eCollection 2020.
10
The value of F-FDG PET/CT for predicting or monitoring immunotherapy response in patients with metastatic melanoma: a systematic review and meta-analysis.F-FDG PET/CT 预测或监测转移性黑色素瘤患者免疫治疗反应的价值:系统评价和荟萃分析。
Eur J Nucl Med Mol Imaging. 2021 Feb;48(2):428-448. doi: 10.1007/s00259-020-04967-9. Epub 2020 Jul 29.