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Impact of Global Mean Normalization on Regional Glucose Metabolism in the Human Brain

Because the human brain consumes a disproportionate fraction of the resting body's energy, positron emission tomography (PET) measurements of absolute glucose metabolism (CMR(glc)) can serve as disease biomarkers. Global mean normalization (GMN) of PET data reveals disease-based differences fro...

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Autores principales: Mortensen, Kristian N., Gjedde, Albert, Thompson, Garth J., Herman, Peter, Parent, Maxime J., Rothman, Douglas L., Kupers, Ron, Ptito, Maurice, Stender, Johan, Laureys, Steven, Riedl, Valentin, Alkire, Michael T., Hyder, Fahmeed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6020504/
https://www.ncbi.nlm.nih.gov/pubmed/30008742
http://dx.doi.org/10.1155/2018/6120925
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author Mortensen, Kristian N.
Gjedde, Albert
Thompson, Garth J.
Herman, Peter
Parent, Maxime J.
Rothman, Douglas L.
Kupers, Ron
Ptito, Maurice
Stender, Johan
Laureys, Steven
Riedl, Valentin
Alkire, Michael T.
Hyder, Fahmeed
author_facet Mortensen, Kristian N.
Gjedde, Albert
Thompson, Garth J.
Herman, Peter
Parent, Maxime J.
Rothman, Douglas L.
Kupers, Ron
Ptito, Maurice
Stender, Johan
Laureys, Steven
Riedl, Valentin
Alkire, Michael T.
Hyder, Fahmeed
author_sort Mortensen, Kristian N.
collection PubMed
description Because the human brain consumes a disproportionate fraction of the resting body's energy, positron emission tomography (PET) measurements of absolute glucose metabolism (CMR(glc)) can serve as disease biomarkers. Global mean normalization (GMN) of PET data reveals disease-based differences from healthy individuals as fractional changes across regions relative to a global mean. To assess the impact of GMN applied to metabolic data, we compared CMR(glc) with and without GMN in healthy awake volunteers with eyes closed (i.e., control) against specific physiological/clinical states, including healthy/awake with eyes open, healthy/awake but congenitally blind, healthy/sedated with anesthetics, and patients with disorders of consciousness. Without GMN, global CMR(glc) alterations compared to control were detected in all conditions except in congenitally blind where regional CMR(glc) variations were detected in the visual cortex. However, GMN introduced regional and bidirectional CMR(glc) changes at smaller fractions of the quantitative delocalized changes. While global information was lost with GMN, the quantitative approach (i.e., a validated method for quantitative baseline metabolic activity without GMN) not only preserved global CMR(glc) alterations induced by opening eyes, sedation, and varying consciousness but also detected regional CMR(glc) variations in the congenitally blind. These results caution the use of GMN upon PET-measured CMR(glc) data in health and disease.
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spelling pubmed-60205042018-07-15 Impact of Global Mean Normalization on Regional Glucose Metabolism in the Human Brain Mortensen, Kristian N. Gjedde, Albert Thompson, Garth J. Herman, Peter Parent, Maxime J. Rothman, Douglas L. Kupers, Ron Ptito, Maurice Stender, Johan Laureys, Steven Riedl, Valentin Alkire, Michael T. Hyder, Fahmeed Neural Plast Research Article Because the human brain consumes a disproportionate fraction of the resting body's energy, positron emission tomography (PET) measurements of absolute glucose metabolism (CMR(glc)) can serve as disease biomarkers. Global mean normalization (GMN) of PET data reveals disease-based differences from healthy individuals as fractional changes across regions relative to a global mean. To assess the impact of GMN applied to metabolic data, we compared CMR(glc) with and without GMN in healthy awake volunteers with eyes closed (i.e., control) against specific physiological/clinical states, including healthy/awake with eyes open, healthy/awake but congenitally blind, healthy/sedated with anesthetics, and patients with disorders of consciousness. Without GMN, global CMR(glc) alterations compared to control were detected in all conditions except in congenitally blind where regional CMR(glc) variations were detected in the visual cortex. However, GMN introduced regional and bidirectional CMR(glc) changes at smaller fractions of the quantitative delocalized changes. While global information was lost with GMN, the quantitative approach (i.e., a validated method for quantitative baseline metabolic activity without GMN) not only preserved global CMR(glc) alterations induced by opening eyes, sedation, and varying consciousness but also detected regional CMR(glc) variations in the congenitally blind. These results caution the use of GMN upon PET-measured CMR(glc) data in health and disease. Hindawi 2018-06-12 /pmc/articles/PMC6020504/ /pubmed/30008742 http://dx.doi.org/10.1155/2018/6120925 Text en Copyright © 2018 Kristian N. Mortensen et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Mortensen, Kristian N.
Gjedde, Albert
Thompson, Garth J.
Herman, Peter
Parent, Maxime J.
Rothman, Douglas L.
Kupers, Ron
Ptito, Maurice
Stender, Johan
Laureys, Steven
Riedl, Valentin
Alkire, Michael T.
Hyder, Fahmeed
Impact of Global Mean Normalization on Regional Glucose Metabolism in the Human Brain
title Impact of Global Mean Normalization on Regional Glucose Metabolism in the Human Brain
title_full Impact of Global Mean Normalization on Regional Glucose Metabolism in the Human Brain
title_fullStr Impact of Global Mean Normalization on Regional Glucose Metabolism in the Human Brain
title_full_unstemmed Impact of Global Mean Normalization on Regional Glucose Metabolism in the Human Brain
title_short Impact of Global Mean Normalization on Regional Glucose Metabolism in the Human Brain
title_sort impact of global mean normalization on regional glucose metabolism in the human brain
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6020504/
https://www.ncbi.nlm.nih.gov/pubmed/30008742
http://dx.doi.org/10.1155/2018/6120925
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