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同时进行高分辨率全脑磁共振波谱和 [F]FDG PET 检查以诊断颞叶癫痫。

Simultaneous high-resolution whole-brain MR spectroscopy and [F]FDG PET for temporal lobe epilepsy.

机构信息

School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China.

Department of Nuclear Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.

出版信息

Eur J Nucl Med Mol Imaging. 2024 Feb;51(3):721-733. doi: 10.1007/s00259-023-06465-0. Epub 2023 Oct 12.

Abstract

PURPOSE

Precise lateralizing the epileptogenic zone in patients with drug-resistant mesial temporal lobe epilepsy (mTLE) remains challenging, particularly when routine MRI scans are inconclusive (MRI-negative). This study aimed to investigate the synergy of fast, high-resolution, whole-brain MRSI in conjunction with simultaneous [F]FDG PET for the lateralization of mTLE.

METHODS

Forty-eight drug-resistant mTLE patients (M/F 31/17, age 12-58) underwent MRSI and [F]FDG PET on a hybrid PET/MR scanner. Lateralization of mTLE was evaluated by visual inspection and statistical classifiers of metabolic mappings against routine MRI. Additionally, this study explored how disease status influences the associations between altered N-acetyl aspartate (NAA) and FDG uptake using hierarchical moderated multiple regression.

RESULTS

The high-resolution whole-brain MRSI data offers metabolite maps at comparable resolution to [F]FDG PET. Visual examinations of combined MRSI and [F]FDG PET showed an mTLE lateralization accuracy rate of 91.7% in a 48-patient cohort, surpassing routine MRI (52.1%). Notably, out of 23 MRI-negative mTLE, combined MRSI and [F]FDG PET helped detect 19 cases. Logistical regression models combining hippocampal NAA level and FDG uptake improved lateralization performance (AUC=0.856), while further incorporating extrahippocampal regions such as amygdala, thalamus, and superior temporal gyrus increased the AUC to 0.939. Concurrent MRSI/PET revealed a moderating influence of disease duration and hippocampal atrophy on the association between hippocampal NAA and glucose uptake, providing significant new insights into the disease's trajectory.

CONCLUSION

This paper reports the first metabolic imaging study using simultaneous high-resolution MRSI and [F]FDG PET, which help visualize MRI-unidentifiable lesions and may thus advance diagnostic tools and management strategies for drug-resistant mTLE.

摘要

目的

在耐药性内侧颞叶癫痫(mTLE)患者中精确定位致痫区仍然具有挑战性,特别是当常规 MRI 扫描结果不确定(MRI 阴性)时。本研究旨在探讨快速、高分辨率、全脑 MRSI 与同时进行的 [F]FDG PET 相结合,用于 mTLE 的定位。

方法

48 例耐药性 mTLE 患者(M/F 31/17,年龄 12-58 岁)在混合 PET/MR 扫描仪上接受 MRSI 和 [F]FDG PET 检查。通过代谢图的视觉检查和统计分类器对常规 MRI 进行评估,以确定 mTLE 的侧化。此外,本研究还探讨了疾病状态如何影响改变的 N-乙酰天冬氨酸(NAA)和 FDG 摄取之间的关联,使用分层 moderated 多重回归。

结果

高分辨率全脑 MRSI 数据提供了与 [F]FDG PET 相当分辨率的代谢图谱。对 MRSI 和 [F]FDG PET 联合检查的视觉检查显示,在 48 例患者队列中,mTLE 侧化准确率为 91.7%,优于常规 MRI(52.1%)。值得注意的是,在 23 例 MRI 阴性的 mTLE 中,联合 MRSI 和 [F]FDG PET 有助于检测到 19 例。将海马 NAA 水平和 FDG 摄取结合起来的逻辑回归模型提高了侧化性能(AUC=0.856),而进一步纳入杏仁核、丘脑和颞上回等海马外区域则将 AUC 提高到 0.939。同时进行的 MRSI/PET 显示,疾病持续时间和海马萎缩对海马 NAA 与葡萄糖摄取之间的关联具有调节作用,为该疾病的发展轨迹提供了新的重要见解。

结论

本文报道了首例使用同时进行的高分辨率 MRSI 和 [F]FDG PET 的代谢成像研究,这有助于可视化 MRI 无法识别的病变,从而可能推进耐药性 mTLE 的诊断工具和管理策略。

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