多参数同步混合 18F- 氟脱氧葡萄糖正电子发射断层扫描/磁共振成像(18F-FDG PET/MRI),结合瘤内和瘤周区域对胶质瘤进行分级。

IF 2.9 2区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Quantitative Imaging in Medicine and Surgery Pub Date : 2024-08-01 Epub Date: 2024-06-11 DOI:10.21037/qims-24-280
Ping Liu, Yu-Ping Zeng, Hong Qu, Wan-Yi Zheng, Tian-Xing Zhou, Li-Feng Hang, Gui-Hua Jiang
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引用次数: 0

摘要

背景:胶质瘤术前分级对临床治疗决策至关重要。目前用于胶质瘤分级的非侵入性成像模式主要集中于肿瘤区域的磁共振成像(MRI)或正电子发射断层扫描(PET)。然而,这些方法忽略了肿瘤的瘤周区域(PTR),无法充分利用从混合成像中获得的生物信息。因此,我们旨在将实体成分的混合 18F- 氟脱氧葡萄糖(18F-FDG)PET/MRI 和 PTR 的多参数结合起来,以区分高级别胶质瘤(HGG)和低级别胶质瘤(LGG):回顾性研究共纳入了76例病理确诊的胶质瘤患者(41例HGG和35例LGG),这些患者同时接受了18F-FDG PET、动脉自旋标记(ASL)和弥散加权成像(DWI)混合PET/MRI检查。比较了肿瘤边界外不同距离处实性成分和 PTR 的相对最大标准化摄取值(rSUVmax)、相对脑血流量(rCBF)和相对最小表观弥散系数(rADCmin)。应用接收者操作特征曲线(ROC)评估分级效果。结果表明:HGGs 的 rSR 值较高:HGG在实性成分和相邻5毫米的PTR中显示较高的rSUVmax和rCBF,但较低的rADCmin,在相邻10毫米的PTR中显示较低的rADCmin,而在相邻15毫米和20毫米的PTR中显示较高的rCBF。实性成分中的rSUVmax作为分级的单一参数表现最佳[曲线下面积(AUC)=0.865]。将实心部分的 rSUVmax 和相邻 20 毫米部分的 rSUVmax 结合使用,效果更好(AUC =0.881)。将实心部分和相邻 20 毫米处的所有 3 个指标整合在一起的效果最好(AUC =0.928)。包括实心部分和相邻 5 毫米 PTR 的 rSUVmax、rCBF 和 rADCmin 的提名图预测 HGG 的一致性指数(C-index)为 0.906:来自实性成分和PTR的多参数18F-FDG PET/MRI在区分HGG和LGG方面表现出色。它可作为胶质瘤患者术前分级的一种无创、有效的工具,可在临床实践中加以考虑。
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Multiparametric simultaneous hybrid 18F-fluorodeoxyglucose positron emission tomography/magnetic resonance imaging (18F-FDG PET/MRI) incorporating intratumoral and peritumoral regions for grading of glioma.

Background: Preoperative grading gliomas is essential for therapeutic clinical decision-making. Current non-invasive imaging modality for glioma grading were primarily focused on magnetic resonance imaging (MRI) or positron emission tomography (PET) of the tumor region. However, these methods overlook the peritumoral region (PTR) of tumor and cannot take full advantage of the biological information derived from hybrid-imaging. Therefore, we aimed to combine multiparameter from hybrid 18F-fluorodeoxyglucose (18F-FDG) PET/MRI of the solid component and PTR were combined for differentiating high-grade glioma (HGG) from low-grade glioma (LGG).

Methods: A total of 76 patients with pathologically confirmed glioma (41 HGG and 35 LGG) who underwent simultaneous 18F-FDG PET, arterial spin labelling (ASL), and diffusion-weighted imaging (DWI) with hybrid PET/MRI were retrospectively enrolled. The relative maximum standardized uptake value (rSUVmax), relative cerebral blood flow (rCBF), and relative minimum apparent diffusion coefficient (rADCmin) for the solid component and PTR at different distances outside tumoral border were compared. Receiver operating characteristic (ROC) curves were applied to assess the grading performance. A nomogram for HGG prediction was constructed.

Results: HGGs displayed higher rSUVmax and rCBF but lower rADCmin in the solid component and 5 mm-adjacent PTR, lower rADCmin in 10 mm-adjacent PTR, and higher rCBF in 15- and 20-mm-adjacent PTR. rSUVmax in solid component performed best [area under the curve (AUC) =0.865] as a single parameter for grading. Combination of rSUVmax in the solid component and adjacent 20 mm performed better (AUC =0.881). Integration of all 3 indicators in the solid component and adjacent 20 mm performed the best (AUC =0.928). The nomogram including rSUVmax, rCBF, and rADCmin in the solid component and 5-mm-adjacent PTR predicted HGG with a concordance index (C-index) of 0.906.

Conclusions: Multiparametric 18F-FDG PET/MRI from the solid component and PTR performed excellently in differentiating HGGs from LGGs. It can be used as a non-invasive and effective tool for preoperative grade stratification of patients with glioma, and can be considered in clinical practice.

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Quantitative Imaging in Medicine and Surgery
Quantitative Imaging in Medicine and Surgery Medicine-Radiology, Nuclear Medicine and Imaging
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4.20
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17.90%
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252
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