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Functional FDG-PET: Measurement of Task Related Neural Activity in Humans—A Compartment Model Approach and Comparison to fMRI

Neuroimaging holds an essential position in global healthcare, as brain-related disorders are a substantial and growing burden. Non-degenerative disorders such as stress, depression and anxiety share common function related traits of diffuse and fluctuating changes, such as change in brain-based fun...

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Autores principales: Madsen, Saga Steinmann, Hvidsten, Svend, Andersen, Thomas Lund
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10572846/
https://www.ncbi.nlm.nih.gov/pubmed/37835864
http://dx.doi.org/10.3390/diagnostics13193121
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author Madsen, Saga Steinmann
Hvidsten, Svend
Andersen, Thomas Lund
author_facet Madsen, Saga Steinmann
Hvidsten, Svend
Andersen, Thomas Lund
author_sort Madsen, Saga Steinmann
collection PubMed
description Neuroimaging holds an essential position in global healthcare, as brain-related disorders are a substantial and growing burden. Non-degenerative disorders such as stress, depression and anxiety share common function related traits of diffuse and fluctuating changes, such as change in brain-based functions of mood, behavior and cognitive abilities, where underlying physiological mechanism remain unresolved. In this study we developed a novel application for studying intra-subject task-activated brain function by the quantitative physiological measurement of the change in glucose metabolism in a single scan setup. Data were acquired on a PET/MR-scanner. We implemented a functional [(18)F]-FDG PET-scan with double boli-tracer administration and finger-tapping activation, as proof-of-concept, in five healthy participants. The [(18)F]-FDG data were analyzed using a two-tissue compartment double boli kinetic model with an image-derived input function. For stand-alone visual reference, blood oxygenation level dependent (BOLD) functional MRI (fMRI) was acquired in the same session and analyzed separately. We were able to measure the cerebral glucose metabolic rate during baseline as well as activation. Results showed increased glucose metabolic rate during activation by 36.3–87.9% mean 62.0%, locally in the peak seed region of M1 in the brain, on an intra-subject level, as well as very good spatial accuracy on group level, and localization compared to the BOLD fMRI result at subject and group level. Our novel method successfully determined the relative increase in the cerebral metabolic rate of glucose on a voxel level with good visual association to fMRI at the subject-level, holding promise for future individual clinical application. This approach will be easily adapted in future clinical perspectives and pharmacological interventions studies.
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spelling pubmed-105728462023-10-14 Functional FDG-PET: Measurement of Task Related Neural Activity in Humans—A Compartment Model Approach and Comparison to fMRI Madsen, Saga Steinmann Hvidsten, Svend Andersen, Thomas Lund Diagnostics (Basel) Article Neuroimaging holds an essential position in global healthcare, as brain-related disorders are a substantial and growing burden. Non-degenerative disorders such as stress, depression and anxiety share common function related traits of diffuse and fluctuating changes, such as change in brain-based functions of mood, behavior and cognitive abilities, where underlying physiological mechanism remain unresolved. In this study we developed a novel application for studying intra-subject task-activated brain function by the quantitative physiological measurement of the change in glucose metabolism in a single scan setup. Data were acquired on a PET/MR-scanner. We implemented a functional [(18)F]-FDG PET-scan with double boli-tracer administration and finger-tapping activation, as proof-of-concept, in five healthy participants. The [(18)F]-FDG data were analyzed using a two-tissue compartment double boli kinetic model with an image-derived input function. For stand-alone visual reference, blood oxygenation level dependent (BOLD) functional MRI (fMRI) was acquired in the same session and analyzed separately. We were able to measure the cerebral glucose metabolic rate during baseline as well as activation. Results showed increased glucose metabolic rate during activation by 36.3–87.9% mean 62.0%, locally in the peak seed region of M1 in the brain, on an intra-subject level, as well as very good spatial accuracy on group level, and localization compared to the BOLD fMRI result at subject and group level. Our novel method successfully determined the relative increase in the cerebral metabolic rate of glucose on a voxel level with good visual association to fMRI at the subject-level, holding promise for future individual clinical application. This approach will be easily adapted in future clinical perspectives and pharmacological interventions studies. MDPI 2023-10-04 /pmc/articles/PMC10572846/ /pubmed/37835864 http://dx.doi.org/10.3390/diagnostics13193121 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Madsen, Saga Steinmann
Hvidsten, Svend
Andersen, Thomas Lund
Functional FDG-PET: Measurement of Task Related Neural Activity in Humans—A Compartment Model Approach and Comparison to fMRI
title Functional FDG-PET: Measurement of Task Related Neural Activity in Humans—A Compartment Model Approach and Comparison to fMRI
title_full Functional FDG-PET: Measurement of Task Related Neural Activity in Humans—A Compartment Model Approach and Comparison to fMRI
title_fullStr Functional FDG-PET: Measurement of Task Related Neural Activity in Humans—A Compartment Model Approach and Comparison to fMRI
title_full_unstemmed Functional FDG-PET: Measurement of Task Related Neural Activity in Humans—A Compartment Model Approach and Comparison to fMRI
title_short Functional FDG-PET: Measurement of Task Related Neural Activity in Humans—A Compartment Model Approach and Comparison to fMRI
title_sort functional fdg-pet: measurement of task related neural activity in humans—a compartment model approach and comparison to fmri
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10572846/
https://www.ncbi.nlm.nih.gov/pubmed/37835864
http://dx.doi.org/10.3390/diagnostics13193121
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