Cargando…
Quantitative kinetic modelling and mapping of cerebral glucose transport and metabolism using glucoCESL MRI
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(3) voxels). We propose two quantitative kinetic models to describe glucose-induced changes in tissue R(1ρ) and apply them to glucoCESL MRI data acquired i...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9580170/ https://www.ncbi.nlm.nih.gov/pubmed/35748031 http://dx.doi.org/10.1177/0271678X221108841 |
_version_ | 1784812335266791424 |
---|---|
author | Dickie, Ben R Jin, Tao Wang, Ping Hinz, Rainer Harris, William Boutin, Hervé Parker, Geoff JM Parkes, Laura M Matthews, Julian C |
author_facet | Dickie, Ben R Jin, Tao Wang, Ping Hinz, Rainer Harris, William Boutin, Hervé Parker, Geoff JM Parkes, Laura M Matthews, Julian C |
author_sort | Dickie, Ben R |
collection | PubMed |
description | 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(3) voxels). We propose two quantitative kinetic models to describe glucose-induced changes in tissue R(1ρ) and apply them to glucoCESL MRI data acquired in tumour-bearing and healthy rats. When assuming glucose transport is saturable, the maximal transport capacity (T(max)) measured in normal tissue was 3.2 ± 0.6 µmol/min/mL, the half saturation constant (K(t)) was 8.8 ± 2.2 mM, the metabolic rate of glucose consumption (MR(glc)) was 0.21 ± 0.13 µmol/min/mL, and the cerebral blood volume (v(b)) was 0.006 ± 0.005 mL/mL. Values in tumour were: T(max) = 7.1 ± 2.7 µmol/min/mL, K(t) = 14 ± 1.7 mM, MR(glc) = 0.22 ± 0.09 µmol/min/mL, v(b) = 0.030 ± 0.035 mL/mL. T(max) and K(t) 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 (k(d)) 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). |
format | Online Article Text |
id | pubmed-9580170 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-95801702022-10-20 Quantitative kinetic modelling and mapping of cerebral glucose transport and metabolism using glucoCESL MRI Dickie, Ben R Jin, Tao Wang, Ping Hinz, Rainer Harris, William Boutin, Hervé Parker, Geoff JM Parkes, Laura M Matthews, Julian C J Cereb Blood Flow Metab Original Articles 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(3) voxels). We propose two quantitative kinetic models to describe glucose-induced changes in tissue R(1ρ) and apply them to glucoCESL MRI data acquired in tumour-bearing and healthy rats. When assuming glucose transport is saturable, the maximal transport capacity (T(max)) measured in normal tissue was 3.2 ± 0.6 µmol/min/mL, the half saturation constant (K(t)) was 8.8 ± 2.2 mM, the metabolic rate of glucose consumption (MR(glc)) was 0.21 ± 0.13 µmol/min/mL, and the cerebral blood volume (v(b)) was 0.006 ± 0.005 mL/mL. Values in tumour were: T(max) = 7.1 ± 2.7 µmol/min/mL, K(t) = 14 ± 1.7 mM, MR(glc) = 0.22 ± 0.09 µmol/min/mL, v(b) = 0.030 ± 0.035 mL/mL. T(max) and K(t) 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 (k(d)) 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). SAGE Publications 2022-06-23 2022-11 /pmc/articles/PMC9580170/ /pubmed/35748031 http://dx.doi.org/10.1177/0271678X221108841 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution 4.0 License (https://creativecommons.org/licenses/by/4.0/) which permits any use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Articles Dickie, Ben R Jin, Tao Wang, Ping Hinz, Rainer Harris, William Boutin, Hervé Parker, Geoff JM Parkes, Laura M Matthews, Julian C Quantitative kinetic modelling and mapping of cerebral glucose transport and metabolism using glucoCESL MRI |
title | Quantitative kinetic modelling and mapping of cerebral glucose transport and metabolism using glucoCESL MRI |
title_full | Quantitative kinetic modelling and mapping of cerebral glucose transport and metabolism using glucoCESL MRI |
title_fullStr | Quantitative kinetic modelling and mapping of cerebral glucose transport and metabolism using glucoCESL MRI |
title_full_unstemmed | Quantitative kinetic modelling and mapping of cerebral glucose transport and metabolism using glucoCESL MRI |
title_short | Quantitative kinetic modelling and mapping of cerebral glucose transport and metabolism using glucoCESL MRI |
title_sort | quantitative kinetic modelling and mapping of cerebral glucose transport and metabolism using glucocesl mri |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9580170/ https://www.ncbi.nlm.nih.gov/pubmed/35748031 http://dx.doi.org/10.1177/0271678X221108841 |
work_keys_str_mv | AT dickiebenr quantitativekineticmodellingandmappingofcerebralglucosetransportandmetabolismusingglucoceslmri AT jintao quantitativekineticmodellingandmappingofcerebralglucosetransportandmetabolismusingglucoceslmri AT wangping quantitativekineticmodellingandmappingofcerebralglucosetransportandmetabolismusingglucoceslmri AT hinzrainer quantitativekineticmodellingandmappingofcerebralglucosetransportandmetabolismusingglucoceslmri AT harriswilliam quantitativekineticmodellingandmappingofcerebralglucosetransportandmetabolismusingglucoceslmri AT boutinherve quantitativekineticmodellingandmappingofcerebralglucosetransportandmetabolismusingglucoceslmri AT parkergeoffjm quantitativekineticmodellingandmappingofcerebralglucosetransportandmetabolismusingglucoceslmri AT parkeslauram quantitativekineticmodellingandmappingofcerebralglucosetransportandmetabolismusingglucoceslmri AT matthewsjulianc quantitativekineticmodellingandmappingofcerebralglucosetransportandmetabolismusingglucoceslmri |