Balanced Steady-State Free Precession Enables High-Resolution Dynamic 3D Deuterium Metabolic Imaging of the Human Brain at 7T.

IF 8 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Sabina Frese, Bernhard Strasser, Lukas Hingerl, Elton Montrazi, Lucio Frydman, Stanislav Motyka, Viola Bader, Anna Duguid, Aaron Osburg, Martin Krssak, Rupert Lanzenberger, Thomas Scherer, Wolfgang Bogner, Fabian Niess
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引用次数: 0

Abstract

Objectives: Deuterium (2H) metabolic imaging (DMI) is an emerging magnetic resonance technique to non-invasively map human brain glucose (Glc) uptake and downstream metabolism following oral or intravenous administration of 2H-labeled Glc. The achievable spatial resolution is limited due to inherently low sensitivity of DMI. This hinders potential clinical translation. The purpose of this study was to improve the signal-to-noise ratio (SNR) of 3D DMI via a balanced steady-state free precession (bSSFP) acquisition scheme combined with fast non-Cartesian spatial-spectral sampling to enable high-resolution dynamic imaging of neural Glc uptake and glutamate+glutamine (Glx) synthesis of the human brain at 7T.

Materials and methods: Six healthy volunteers (2 f/4 m) were scanned after oral administration of 0.8 g/kg [6,6']-2H-Glc using a novel density-weighted bSSFP acquisition scheme combined with fast 3D concentric ring trajectory (CRT) k-space sampling at 7T. Time-resolved whole brain DMI datasets were acquired for approximately 80 minutes (7 minutes per dataset) after oral 2H-labeled Glc administration with 0.75 mL and 0.36 mL isotropic spatial resolution and results were compared to conventional spoiled Free Induction Decay (FID) 2H-MRSI with CRT readout at matched nominal spatial resolution. Dynamic DMI measurements of the brain were accompanied by simultaneous systemic Glc measurements of the interstitial fluid using a continuous Glc monitoring (CGM) sensor (on the upper arm). The correlation between brain and interstitial Glc levels was analyzed using linear mixed models.

Results: The bSSFP-CRT approach achieved SNRs that were up to 3-fold higher than conventional spoiled FID-CRT 2H-MRSI. This enabled a 2-fold higher spatial resolution. Seventy minutes after oral tracer uptake comparable 2H-Glc, 2H-Glx, and 2H-water concentrations were detected using both acquisition schemes at both, regular and high spatial resolutions (0.75 ml and 0.36 mL isotropic). The mean Areas Under the Curve (AUC) for interstitial fluid Glc measurements obtained using a CGM sensor was 509 ± 65 mM·min. This is 3.4 times higher than the mean AUC of brain Glc measurements of 149 ± 43 mM·min obtained via DMI. The linear mixed models fitted to assess the relationship between CGM measures and brain 2H-Glc yielded statistically significant slope estimates in both GM (β1 = 0.47, P = 0.01) and WM (β1 = 0.36, P = 0.03).

Conclusions: In this study we successfully implemented a balanced steady-state free precession (bSSFP) acquisition scheme for dynamic whole-brain human DMI at 7T. A 3-fold SNR increase compared to conventional spoiled acquisition allowed us to double the spatial resolution achieved using conventional FID-CRT DMI. Systemic continuous glucose measurements, combined with dynamic DMI, demonstrate significant potential for clinical applications. This could help improve our understanding of brain glucose metabolism by linking it to time-resolved peripheral glucose levels. Importantly, these measurements are conducted in a minimally invasive and physiological manner.

平衡稳态自由进动实现7T人脑高分辨率动态3D氘代谢成像。
目的:氘(2H)代谢成像(DMI)是一种新兴的磁共振技术,用于在口服或静脉注射2H标记的Glc后,无创地绘制人脑葡萄糖(Glc)摄取和下游代谢。由于DMI固有的低灵敏度限制了可实现的空间分辨率。这阻碍了潜在的临床转化。本研究的目的是通过平衡稳态自由进动(bSSFP)采集方案结合快速非笛卡尔空间光谱采样,提高3D DMI的信噪比(SNR),实现7T时人脑神经Glc摄取和谷氨酸+谷氨酰胺(Glx)合成的高分辨率动态成像。材料和方法:6名健康志愿者(2 f/4 m)口服0.8 g/kg [6,6']-2H-Glc后,采用新型密度加权bSSFP采集方案结合7T快速三维同心环轨迹(CRT) k空间采样,对其进行扫描。在口服2h标记Glc后,以0.75 mL和0.36 mL各向异性空间分辨率获得约80分钟(每个数据集7分钟)的时间分辨全脑DMI数据集,并将结果与传统的自由感应衰减(FID) 2H-MRSI进行比较,并在匹配的标称空间分辨率下进行CRT读出。脑动态DMI测量同时使用连续Glc监测(CGM)传感器(上臂)测量间质液的全身Glc。使用线性混合模型分析脑与间质间质葡萄糖水平的相关性。结果:bSSFP-CRT方法获得的信噪比比传统的损坏FID-CRT 2H-MRSI高3倍。这使得空间分辨率提高了2倍。口服示踪剂摄取70分钟后,使用常规和高空间分辨率(0.75 ml和0.36 ml各向同性)的两种获取方案检测相似的2H-Glc、2H-Glx和2H-water浓度。使用CGM传感器测量间质液Glc的平均曲线下面积(AUC)为509±65 mM·min。这比DMI测得的脑Glc平均AUC(149±43 mM·min)高3.4倍。用于评估CGM测量值与脑2H-Glc之间关系的线性混合模型在GM (β1 = 0.47, P = 0.01)和WM (β1 = 0.36, P = 0.03)中得出了具有统计学意义的斜率估计值。结论:在本研究中,我们成功地实现了一种平衡稳态自由进动(bSSFP)获取方案,用于动态全脑人7T DMI。与传统的干扰采集相比,信噪比提高了3倍,使我们能够将传统的FID-CRT DMI实现的空间分辨率提高一倍。系统连续血糖测量,结合动态DMI,显示出巨大的临床应用潜力。通过将大脑葡萄糖代谢与时间分解的外周葡萄糖水平联系起来,这有助于提高我们对大脑葡萄糖代谢的理解。重要的是,这些测量是以微创和生理方式进行的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Investigative Radiology
Investigative Radiology 医学-核医学
CiteScore
15.10
自引率
16.40%
发文量
188
审稿时长
4-8 weeks
期刊介绍: Investigative Radiology publishes original, peer-reviewed reports on clinical and laboratory investigations in diagnostic imaging, the diagnostic use of radioactive isotopes, computed tomography, positron emission tomography, magnetic resonance imaging, ultrasound, digital subtraction angiography, and related modalities. Emphasis is on early and timely publication. Primarily research-oriented, the journal also includes a wide variety of features of interest to clinical radiologists.
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