Suppr超能文献

在临床实践中使用相对Patlak图Ki'图像替代标准Patlak图Ki图像。

Use of relative Patlak plot Ki' images as an alternative to standard Patlak plot Ki images in clinical practice.

作者信息

Nakajo Masatoyo, Kawakami Hirofumi, Kiyao Yutaro, Hirahara Mitsuho, Katsuki Akie, Tani Atushi, Eizuru Yukari, Takumi Koji, Kamimura Kiyohisa, Kanzaki Fumiko, Yoshiura Takashi

机构信息

Department of Radiology, Graduate School of Medical and Dental Sciences, Kagoshima University, 8-35-1 Sakuragaoka, Kagoshima, 890-8544, Japan.

Imaging Department, GE HealthCare Japan, 4-7-127 Asahigaoka-Hinoshi, Tokyo, 191-8503, Japan.

出版信息

EJNMMI Res. 2025 Aug 5;15(1):102. doi: 10.1186/s13550-025-01295-7.

Abstract

BACKGROUND

The kinetic rate constant (Ki), derived from the Patlak slope, reflects F-FDG uptake and supports disease assessment. Standard Patlak Ki imaging requires prolonged dynamic acquisition and full arterial input function (IF), limiting clinical feasibility. The relative Patlak plot omits the early-phase IF and focuses on the linear phase of tracer kinetics using only late dynamic data and a partially sampled IF. This approach enables simplified parametric imaging without requiring full early-time data or population-based input functions (PBIFs). This study evaluated whether relative Ki′-images can substitute for standard Ki-images by assessing both quantitative agreement and visual appearance using a short axial field-of-view PET system.

RESULTS

We analyzed data from 44 patients with lung or pancreatic disorders who underwent dynamic whole-body F-FDG PET/CT, followed by static SUV imaging. Standard Ki-images were generated using Patlak analysis from 7 to 60 min post-injection, based on full-time image-derived IF (0–60 min), with a scan duration of 53 min. Relative Ki′-images were reconstructed using three time schedules: (1) Ki′-49 min (t*=7 min post-injection; duration: 49 min), (2) Ki′-41 min (t*=15 min; duration: 41 min), and (3) Ki′-33 min (t*=24 min; duration: 33 min), each using partial IF (excluding data from injection to t*). Lesion conspicuity (score 0–3), SUV- and Ki/Ki′-parameters (SUVmax/mean, Ki-max/mean, Ki′-max/mean), and background noise were evaluated qualitatively (visual scale: 0–3) and quantitatively (standard deviation [SD] of liver Ki/Ki′) by two readers. Wilcoxon signed-rank test, Friedman’s test, McNemar’s test, and linear regression analyses were performed. Two readers assessed 35 positive and 9 negative scans (scores 1–3/0) for SUV, standard Ki, and relative Ki′-images. Correlations between standard Ki and Ki′ parameters were consistently strong (r²>0.97 for Ki-max and Ki-mean), with Ki′-49 min images showing the highest agreement (r²=0.98–0.99). Lesion conspicuity was comparable between standard Ki and Ki′-49 min/Ki′-41 min images, whereas Ki′-33 min images showed more downgrades ( < 0.05). Ki′-33 min also exhibited significantly higher background noise ( < 0.001), confirmed by liver SD.

CONCLUSIONS

Relative Ki′-images showed excellent correlation with standard Ki-images in quantitative analysis, indicating feasibility for reduced-scan protocols. Ki′-49 min images retained accuracy but required longer scans. Future work should assess alternatives such as PBIF or dual-window protocols for clinical streamlining.

SUPPLEMENTARY INFORMATION

The online version contains supplementary material available at 10.1186/s13550-025-01295-7.

摘要

背景

从Patlak斜率得出的动力学速率常数(Ki)反映了F-FDG摄取情况,并有助于疾病评估。标准的Patlak Ki成像需要长时间的动态采集和完整的动脉输入函数(IF),这限制了其临床可行性。相对Patlak图省略了早期的IF,仅使用晚期动态数据和部分采样的IF来关注示踪剂动力学的线性阶段。这种方法能够实现简化的参数成像,而无需完整的早期数据或基于人群的输入函数(PBIF)。本研究使用短轴向视野PET系统,通过评估定量一致性和视觉外观,来评估相对Ki′图像是否可以替代标准Ki图像。

结果

我们分析了44例患有肺部或胰腺疾病的患者的数据,这些患者接受了动态全身F-FDG PET/CT检查,随后进行了静态SUV成像。基于注射后7至60分钟的Patlak分析,使用全时图像衍生的IF(0至60分钟)生成标准Ki图像,扫描持续时间为53分钟。使用三种时间方案重建相对Ki′图像:(1)Ki′-49分钟(注射后t* = 7分钟;持续时间:49分钟),(2)Ki′-41分钟(t* = 15分钟;持续时间:41分钟),以及(3)Ki′-33分钟(t* = 24分钟;持续时间:33分钟),每种方案均使用部分IF(不包括注射至t*的数据)。由两名读者对病变清晰度(评分0至3)、SUV和Ki/Ki′参数(SUVmax/mean、Ki-max/mean、Ki′-max/mean)以及背景噪声进行定性(视觉量表:0至3)和定量(肝脏Ki/Ki′的标准差[SD])评估。进行了Wilcoxon符号秩检验、Friedman检验、McNemar检验和线性回归分析。两名读者对35例阳性和9例阴性扫描(评分1至3/0)的SUV、标准Ki和相对Ki′图像进行了评估。标准Ki和Ki′参数之间的相关性始终很强(Ki-max和Ki-mean的r²>0.97),其中Ki′-第49分钟图像的一致性最高(r² = 0.98 - 0.99)。标准Ki图像与Ki′-49分钟/Ki′-41分钟图像之间的病变清晰度相当,而Ki′-33分钟图像显示出更多的降级(P < 0.05)。由肝脏SD证实,Ki′-33分钟图像的背景噪声也显著更高(P < 0.001)。

结论

相对Ki′图像在定量分析中与标准Ki图像显示出极好的相关性,表明减少扫描方案具有可行性。Ki′-49分钟图像保持了准确性,但需要更长的扫描时间。未来的工作应评估PBIF或双窗口方案等替代方法,以实现临床流程的简化。

补充信息

在线版本包含可在10.1186/s13550-025-01295-7获取的补充材料。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9bd/12325149/86b44847207e/13550_2025_1295_Fig1_HTML.jpg

相似文献

2
Total-Body Parametric Imaging Using Relative Patlak Plot.
J Nucl Med. 2025 Apr 1;66(4):654-661. doi: 10.2967/jnumed.124.268496.
3
Total-Body Parametric Imaging Using Relative Patlak Plot.
ArXiv. 2024 Jul 26:arXiv:2406.09720v2.
4
Self-supervised neural network for Patlak-based parametric imaging in dynamic [F]FDG total-body PET.
Eur J Nucl Med Mol Imaging. 2025 Mar;52(4):1436-1447. doi: 10.1007/s00259-024-07008-x. Epub 2024 Dec 2.
5
An improved Patlak-based Kparametric imaging approach for clinicalF-FDG total-body PET.
Phys Med Biol. 2024 Dec 10. doi: 10.1088/1361-6560/ad9ce4.

本文引用的文献

1
2
Parametric net influx rate imaging of Ga-DOTATATE in patients with neuroendocrine tumors: assessment of lesion detectability.
Ann Nucl Med. 2024 Jul;38(7):483-492. doi: 10.1007/s12149-024-01922-8. Epub 2024 Apr 4.
4
Multiparametric dynamic whole-body PSMA PET/CT using [Ga]Ga-PSMA-11 and [F]PSMA-1007.
EJNMMI Res. 2023 Apr 15;13(1):31. doi: 10.1186/s13550-023-00981-8.
8
Image-derived Input Function in brain [F]FDG PET data: which alternatives to the carotid siphons?
Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:243-246. doi: 10.1109/EMBC48229.2022.9871200.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验