From the High Field MR Center, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria.
Department of Medicine III, Division of Endocrinology and Metabolism.
Invest Radiol. 2023 Jun 1;58(6):431-437. doi: 10.1097/RLI.0000000000000953. Epub 2023 Feb 4.
Noninvasive, affordable, and reliable mapping of brain glucose metabolism is of critical interest for clinical research and routine application as metabolic impairment is linked to numerous pathologies, for example, cancer, dementia, and depression. A novel approach to map glucose metabolism noninvasively in the human brain has been presented recently on ultrahigh-field magnetic resonance (MR) scanners (≥7T) using indirect detection of deuterium-labeled glucose and downstream metabolites such as glutamate, glutamine, and lactate. The aim of this study was to demonstrate the feasibility to noninvasively detect deuterium-labeled downstream glucose metabolites indirectly in the human brain via 3-dimensional (3D) proton ( 1 H) MR spectroscopic imaging on a clinical 3T MR scanner without additional hardware.
This prospective, institutional review board-approved study was performed in 7 healthy volunteers (mean age, 31 ± 4 years, 5 men/2 women) after obtaining written informed consent. After overnight fasting and oral deuterium-labeled glucose administration, 3D metabolic maps were acquired every ∼4 minutes with ∼0.24 mL isotropic spatial resolution using real-time motion-, shim-, and frequency-corrected echo-less 3D 1 H-MR spectroscopic Imaging on a clinical routine 3T MR system. To test the interscanner reproducibility of the method, subjects were remeasured on a similar 3T MR system. Time courses were analyzed using linear regression and nonparametric statistical tests. Deuterium-labeled glucose and downstream metabolites were detected indirectly via their respective signal decrease in dynamic 1 H MR spectra due to exchange of labeled and unlabeled molecules.
Sixty-five minutes after deuterium-labeled glucose administration, glutamate + glutamine (Glx) signal intensities decreased in gray/white matter (GM/WM) by -1.63 ± 0.3/-1.0 ± 0.3 mM (-13% ± 3%, P = 0.02/-11% ± 3%, P = 0.02), respectively. A moderate to strong negative correlation between Glx and time was observed in GM/WM ( r = -0.64, P < 0.001/ r = -0.54, P < 0.001), with 60% ± 18% ( P = 0.02) steeper slopes in GM versus WM, indicating faster metabolic activity. Other nonlabeled metabolites showed no significant changes. Excellent intrasubject repeatability was observed across scanners for static results at the beginning of the measurement (coefficient of variation 4% ± 4%), whereas differences were observed in individual Glx dynamics, presumably owing to physiological variation of glucose metabolism.
Our approach translates deuterium metabolic imaging to widely available clinical routine MR scanners without specialized hardware, offering a safe, affordable, and versatile (other substances than glucose can be labeled) approach for noninvasive imaging of glucose and neurotransmitter metabolism in the human brain.
无创、经济且可靠的脑葡萄糖代谢映射对于临床研究和常规应用至关重要,因为代谢损伤与多种病理相关,例如癌症、痴呆和抑郁症。最近,一种在超高场磁共振(MR)扫描仪(≥7T)上无创映射人脑中葡萄糖代谢的新方法已经提出,该方法使用氘标记葡萄糖和下游代谢物(如谷氨酸、谷氨酰胺和乳酸)的间接检测。本研究旨在证明在没有额外硬件的情况下,在临床 3T MR 扫描仪上通过 3 维(3D)质子( 1 H)MR 波谱成像无创地间接检测人脑中氘标记下游葡萄糖代谢物的可行性。
这项前瞻性的机构审查委员会批准的研究在 7 名健康志愿者(平均年龄,31±4 岁,5 名男性/2 名女性)中进行,在获得书面知情同意后进行。志愿者在过夜禁食和口服氘标记葡萄糖后,使用实时运动、匀场和频率校正的无回波 3D 1 H-MR 波谱成像,在临床常规 3T MR 系统上每约 4 分钟采集一次代谢图,空间分辨率约为 0.24mL。为了测试该方法的扫描仪间可重复性,志愿者在类似的 3T MR 系统上重新进行了测量。使用线性回归和非参数统计检验分析时间曲线。通过动态 1 H MR 光谱中标记和未标记分子交换导致的各自信号减少,间接检测氘标记葡萄糖和下游代谢物。
在氘标记葡萄糖给药后 65 分钟,在灰质/白质(GM/WM)中,谷氨酸+谷氨酰胺(Glx)信号强度分别降低了-1.63±0.3/-1.0±0.3mM(-13%±3%,P=0.02/-11%±3%,P=0.02)。在 GM/WM 中,Glx 与时间之间存在中度到强的负相关( r =-0.64,P<0.001/ r =-0.54,P<0.001),GM 中 Glx 的斜率比 WM 中更陡峭,斜率为 60%±18%(P=0.02),表明代谢活动更快。其他非标记代谢物没有明显变化。在测量开始时,静态结果的受试者内重复性非常好(变异系数为 4%±4%),而在个体 Glx 动力学中则存在差异,这可能是由于葡萄糖代谢的生理变化所致。
我们的方法将氘代谢成像转化为广泛可用的临床常规 MR 扫描仪,而无需专用硬件,为无创成像提供了一种安全、经济且多功能的方法(除葡萄糖外的其他物质可以标记),用于人脑中葡萄糖和神经递质代谢的非侵入性成像。