• 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

探讨使用小体素重建的数字化 F-FDG PET/CT 检测黑色素瘤患者转移灶。

Revisiting detection of in-transit metastases in melanoma patients using digital F-FDG PET/CT with small-voxel reconstruction.

机构信息

Nuclear Medicine Department, University Hospital, Caen, France.

Dermatology Department, University Hospital, Caen, France.

出版信息

Ann Nucl Med. 2021 Jun;35(6):669-679. doi: 10.1007/s12149-021-01608-5. Epub 2021 Mar 26.

DOI:10.1007/s12149-021-01608-5
PMID:33770374
Abstract

AIM

To evaluate the use of digital F-FDG PET/CT with small-voxels reconstruction for detecting in-transit metastases in melanoma patients with primary lesion located on the upper or lower limbs, in comparison with standard reconstruction and European Association of Nuclear Medicine Research limited (EARL)-compliant reconstruction mimicking former generation PET systems.

METHODS

Forty-six PET examinations acquired in list mode on a Vereos digital PET/CT system were reconstructed with (1) the standard reconstruction [2 iterations, 10 subsets (2i10s), point-spread function (PSF) modelling and time-of-flight enabled, no post-filtering and voxel size of 2 mm], (2) a small-voxel reconstruction using 1 mm voxels otherwise using the same parameters, (3) an EARL-compliant reconstruction mimicking a former generation system. Comparison of results across these reconstructions was made for a blind randomized review using a 3-point scale for the presence of in-transit metastases and image quality as well as for tumour-to-background (T/B) ratios and noise level in reference organs.

RESULTS

Seven of the thirty-two EARL-compliant images classified as negative moved to positive on 1mm images, and 5 of the 6 EARL-compliant images classified as indeterminate moved to positive on 1mm images (P = 0.01). Amongst a total of 20 PET examinations classified as positive using the 1mm reconstruction, fifteen were considered true positive, five false positive results occurred. Twenty-four patients with 1 mm PSF images were classified as negative, none of those under active surveillance experienced in-transit metastases during the 17 months following their PET examination. The positive likelihood ratio for the 1 mm reconstruction was much higher than that observed for EARL-compliant images (14.7 vs 7.82). Importantly, negative likelihood ratios for the 1 mm and 1mm reconstruction were almost perfect. Compared to EARL-compliant data, T/B ratios extracted from the 1mm showed a 2.84-fold increase (P < 0.001). A similar pattern of statistically significant increase was observed for noise level in organs of reference. Image quality for the torso was found to be significantly lower for 1mm reconstruction (P = 0.03). Image quality for the limbs was found to be better for 1mm (P < 0.001).

CONCLUSION

Digital PET with small-voxel reconstruction brings an additional value for the detection of in-transit metastases by reducing the number of indeterminate findings and making up for falsely negative scans using former generation PET systems. An acquisition encompassing lower or upper limbs as appropriate should be performed.

摘要

目的

评估使用小体素重建的数字 F-FDG PET/CT 检测位于上肢或下肢的原发性黑素瘤患者的经皮转移,与标准重建和符合欧洲核医学研究协会(EARL)的前一代 PET 系统模拟的符合 EARL 标准的重建进行比较。

方法

在 Vereos 数字 PET/CT 系统上以列表模式采集 46 次 PET 检查,分别使用(1)标准重建[2 次迭代,10 个子集(2i10s),点扩散函数(PSF)建模和启用飞行时间,无后滤波,体素大小为 2mm]、(2)使用 1mm 体素的小体素重建,其他参数相同,(3)符合 EARL 标准的重建,模拟前一代系统。通过盲法随机审查,使用 3 分制对存在经皮转移和图像质量以及参考器官中的肿瘤与背景(T/B)比值和噪声水平进行比较。

结果

32 个符合 EARL 标准的图像中,有 7 个被归类为阴性的图像在 1mm 图像上变为阳性,6 个符合 EARL 标准的图像中有 5 个被归类为不确定的图像在 1mm 图像上变为阳性(P=0.01)。在总共 20 次使用 1mm 重建被归类为阳性的 PET 检查中,有 15 次被认为是真正的阳性,有 5 次出现假阳性结果。24 例接受 1mm PSF 图像检查的患者被归类为阴性,在 PET 检查后的 17 个月内,没有任何接受主动监测的患者发生经皮转移。1mm 重建的阳性似然比远高于符合 EARL 标准的图像(14.7 比 7.82)。重要的是,1mm 和 1mm 重建的阴性似然比几乎是完美的。与 EARL 符合数据相比,从 1mm 提取的 T/B 比值增加了 2.84 倍(P<0.001)。在参考器官中的噪声水平也观察到了类似的统计学显著增加模式。1mm 重建的躯干图像质量明显较低(P=0.03)。1mm 重建的四肢图像质量更好(P<0.001)。

结论

数字 PET 采用小体素重建,通过减少不确定发现的数量,并弥补使用前一代 PET 系统的假阴性扫描,为检测经皮转移提供了附加价值。应根据情况采集包含下肢或上肢的扫描。

相似文献

1
Revisiting detection of in-transit metastases in melanoma patients using digital F-FDG PET/CT with small-voxel reconstruction.探讨使用小体素重建的数字化 F-FDG PET/CT 检测黑色素瘤患者转移灶。
Ann Nucl Med. 2021 Jun;35(6):669-679. doi: 10.1007/s12149-021-01608-5. Epub 2021 Mar 26.
2
Image Quality and Activity Optimization in Oncologic F-FDG PET Using the Digital Biograph Vision PET/CT System.基于数字 Biograph Vision PET/CT 系统的肿瘤 F-FDG PET 中的图像质量和活性优化。
J Nucl Med. 2020 May;61(5):764-771. doi: 10.2967/jnumed.119.234351. Epub 2019 Oct 18.
3
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.
4
Repeatability of F-FDG PET radiomic features: A phantom study to explore sensitivity to image reconstruction settings, noise, and delineation method.重复 F-FDG PET 放射组学特征:一项旨在探索对图像重建设置、噪声和勾画方法的敏感性的体模研究。
Med Phys. 2019 Feb;46(2):665-678. doi: 10.1002/mp.13322. Epub 2018 Dec 28.
5
F-FDG PET/CT heterogeneity quantification through textural features in the era of harmonisation programs: a focus on lung cancer.在标准化计划时代通过纹理特征进行F-FDG PET/CT异质性量化:以肺癌为重点
Eur J Nucl Med Mol Imaging. 2016 Dec;43(13):2324-2335. doi: 10.1007/s00259-016-3441-2. Epub 2016 Jun 21.
6
Improving the detection of small lesions using a state-of-the-art time-of-flight PET/CT system and small-voxel reconstructions.使用最先进的飞行时间PET/CT系统和小体素重建技术提高小病变的检测能力。
J Nucl Med Technol. 2015 Mar;43(1):21-7. doi: 10.2967/jnmt.114.147215. Epub 2015 Jan 22.
7
Generating harmonized SUV within the EANM EARL accreditation program: software approach versus EARL-compliant reconstruction.在欧洲核医学协会(EANM)的EARL认证计划中生成标准化的SUV:软件方法与符合EARL标准的重建方法
Ann Nucl Med. 2017 Feb;31(2):125-134. doi: 10.1007/s12149-016-1135-2. Epub 2016 Nov 3.
8
The value of Bayesian penalized likelihood reconstruction for improving lesion conspicuity of malignant lung tumors on F-FDG PET/CT: comparison with ordered subset expectation maximization reconstruction incorporating time-of-flight model and point spread function correction.贝叶斯惩罚似然重建提高 F-FDG PET/CT 中恶性肺肿瘤病灶显示能力的价值:与包含飞行时间模型和点扩散函数校正的有序子集期望最大化重建的比较。
Ann Nucl Med. 2020 Apr;34(4):272-279. doi: 10.1007/s12149-020-01446-x. Epub 2020 Feb 14.
9
Phantom-based acquisition time and image reconstruction parameter optimisation for oncologic FDG PET/CT examinations using a digital system.基于数字系统的肿瘤 FDG PET/CT 检查中基于体模的采集时间和图像重建参数优化。
BMC Cancer. 2022 Aug 18;22(1):899. doi: 10.1186/s12885-022-09993-4.
10
Protocols for Harmonized Quantification and Noise Reduction in Low-Dose Oncologic F-FDG PET/CT Imaging.低剂量肿瘤学F-FDG PET/CT成像中统一量化与降噪的协议
J Nucl Med Technol. 2019 Mar;47(1):47-54. doi: 10.2967/jnmt.118.213405. Epub 2018 Aug 3.

引用本文的文献

1
Development and validation of 3D super-resolution convolutional neural network for F-FDG-PET images.用于F-FDG-PET图像的3D超分辨率卷积神经网络的开发与验证
EJNMMI Phys. 2025 Aug 19;12(1):77. doi: 10.1186/s40658-025-00791-y.
2
Investigating the Impact of Voxel Size and Postfiltering on Quantitative Analysis of Positron Emission Tomography/Computed Tomography: A Phantom Study.研究体素大小和后置滤波对正电子发射断层扫描/计算机断层扫描定量分析的影响:一项体模研究。
J Med Phys. 2024 Oct-Dec;49(4):597-607. doi: 10.4103/jmp.jmp_123_24. Epub 2024 Dec 18.
3
Leveraging small voxel with optimal acquisition time for [F]mFBG total-body PET/CT imaging in pediatric patients with neuroblastoma: a preliminary study.

本文引用的文献

1
Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging.深度学习辅助的超快速/低剂量全身 PET/CT 成像。
Eur J Nucl Med Mol Imaging. 2021 Jul;48(8):2405-2415. doi: 10.1007/s00259-020-05167-1. Epub 2021 Jan 25.
2
Impact of scanner harmonization on PET-based treatment response assessment in metastatic melanoma.基于正电子发射断层扫描(PET)扫描仪的标准化对转移性黑色素瘤治疗反应评估的影响。
Phys Med Biol. 2020 Dec 7;65(22):225003. doi: 10.1088/1361-6560/abb6bb.
3
PET/CT Image Artifacts Caused by the Arms.手臂导致的PET/CT图像伪影
利用小体素与最佳采集时间进行神经母细胞瘤儿科患者的[F]mFBG全身PET/CT成像:一项初步研究。
Eur J Nucl Med Mol Imaging. 2025 Jan 31. doi: 10.1007/s00259-025-07098-1.
4
Utilization of Imaging Modalities in the Diagnosis of Melanoma: A Scoping Review.成像模态在黑色素瘤诊断中的应用:一项范围综述
Cureus. 2024 Feb 12;16(2):e54058. doi: 10.7759/cureus.54058. eCollection 2024 Feb.
5
Phantom study and clinical application of total-body F-FDG PET/CT imaging: How to use small voxel imaging better?全身F-FDG PET/CT成像的体模研究与临床应用:如何更好地使用小体素成像?
EJNMMI Phys. 2024 Feb 15;11(1):17. doi: 10.1186/s40658-023-00597-w.
6
Diagnostic Performance of [F]F-FDG Positron Emission Tomography (PET) in Non-Ophthalmic Malignant Melanoma: A Systematic Review and Meta-Analysis of More Than 10,000 Melanoma Patients.[F]F-FDG正电子发射断层扫描(PET)在非眼科恶性黑色素瘤中的诊断性能:对10000多名黑色素瘤患者的系统评价和荟萃分析
Cancers (Basel). 2024 Jan 2;16(1):215. doi: 10.3390/cancers16010215.
7
Whole-Body Imaging for the Primary Staging of Melanomas-A Single-Center Retrospective Study.黑色素瘤原发分期的全身成像——一项单中心回顾性研究
Cancers (Basel). 2023 Nov 2;15(21):5265. doi: 10.3390/cancers15215265.
8
Comparative study of physiological FDG uptake in small structures between silicon photomultiplier-based PET and conventional PET.硅光电倍增管 PET 与传统 PET 中小结构生理性 FDG 摄取的比较研究。
Ann Nucl Med. 2024 Feb;38(2):131-138. doi: 10.1007/s12149-023-01884-3. Epub 2023 Nov 9.
9
Impact of γ factor in the penalty function of Bayesian penalized likelihood reconstruction (Q.Clear) to achieve high-resolution PET images.γ因子对贝叶斯惩罚似然重建(Q.Clear)惩罚函数以实现高分辨率PET图像的影响。
EJNMMI Phys. 2023 Jan 22;10(1):4. doi: 10.1186/s40658-023-00527-w.
10
Medical Radiation Exposure Reduction in PET via Super-Resolution Deep Learning Model.通过超分辨率深度学习模型减少正电子发射断层扫描中的医学辐射暴露
Diagnostics (Basel). 2022 Mar 31;12(4):872. doi: 10.3390/diagnostics12040872.
J Nucl Med Technol. 2021 Mar;49(1):19-22. doi: 10.2967/jnmt.120.248641. Epub 2020 Jul 24.
4
Whole-body 18F-FDG PET/CT in the presence of truncation artifacts.存在截断伪影时的全身18F-FDG PET/CT检查。
J Nucl Med. 2006 Jan;47(1):91-9.