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使用 glucoCESL MRI 进行脑葡萄糖转运和代谢的定量动力学建模和绘图。

Quantitative kinetic modelling and mapping of cerebral glucose transport and metabolism using glucoCESL MRI.

机构信息

Division of Neuroscience and Experimental Psychology, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK.

Geoffrey Jefferson Brain Research Centre, Manchester Academic Health Science Centre, Manchester, UK.

出版信息

J Cereb Blood Flow Metab. 2022 Nov;42(11):2066-2079. doi: 10.1177/0271678X221108841. Epub 2022 Jun 23.

Abstract

Chemical-exchange spin-lock (CESL) MRI can map regional uptake and utilisation of glucose in the brain at high spatial resolution (i.e sub 0.2 mm voxels). We propose two quantitative kinetic models to describe glucose-induced changes in tissue and apply them to glucoCESL MRI data acquired in tumour-bearing and healthy rats. When assuming glucose transport is saturable, the maximal transport capacity () measured in normal tissue was 3.2 ± 0.6 µmol/min/mL, the half saturation constant () was 8.8 ± 2.2 mM, the metabolic rate of glucose consumption () was 0.21 ± 0.13 µmol/min/mL, and the cerebral blood volume () was 0.006 ± 0.005 mL/mL. Values in tumour were:  = 7.1 ± 2.7 µmol/min/mL,  = 14 ± 1.7 mM,  = 0.22 ± 0.09 µmol/min/mL,  = 0.030 ± 0.035 mL/mL. and were significantly higher in tumour tissue than normal tissue (p = 0.006 and p = 0.011, respectively). When assuming glucose uptake also occurs via free diffusion, the free diffusion rate () was 0.061 ± 0.017 mL/min/mL in normal tissue and 0.12 ± 0.042 mL/min/mL in tumour. These parameter estimates agree well with literature values obtained using other approaches (e.g. NMR spectroscopy).

摘要

化学交换饱和转移(CESL)MRI 能够以高空间分辨率(即亚 0.2mm 体素)对脑内葡萄糖的区域性摄取和利用进行映射。我们提出了两种定量动力学模型来描述组织中葡萄糖诱导的变化,并将其应用于荷瘤和正常大鼠的 glucoCESL MRI 数据。当假设葡萄糖转运是饱和的时,正常组织中测量的最大转运能力()为 3.2±0.6µmol/min/mL,半饱和常数()为 8.8±2.2mM,葡萄糖消耗的代谢率()为 0.21±0.13µmol/min/mL,脑血容量()为 0.006±0.005mL/mL。肿瘤中的值为:=7.1±2.7µmol/min/mL,=14±1.7mM,=0.22±0.09µmol/min/mL,=0.030±0.035mL/mL。肿瘤组织中的和明显高于正常组织(p=0.006 和 p=0.011)。当假设葡萄糖摄取也通过自由扩散发生时,正常组织中的自由扩散率()为 0.061±0.017mL/min/mL,肿瘤组织中的自由扩散率为 0.12±0.042mL/min/mL。这些参数估计与使用其他方法(例如 NMR 光谱)获得的文献值非常吻合。

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