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MR-based spatial normalization improves [(18)F]MNI-659 PET regional quantification and detectability of disease effect in the Q175 mouse model of Huntington’s disease

The positron emission tomography (PET) tracer [(18)F]MNI-659, selective for phosphodiesterase 10A (PDE10A), is a promising tool to assess an early biomarker for Huntington’s disease (HD). In this study we investigated [(18)F]MNI-659 uptake in the Q175 mouse model of HD. Given the focal striatal dist...

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Autores principales: Bertoglio, Daniele, Verhaeghe, Jeroen, Kosten, Lauren, Thomae, David, Van der Linden, Annemie, Stroobants, Sigrid, Wityak, John, Dominguez, Celia, Mrzljak, Ladislav, Staelens, Steven
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6203386/
https://www.ncbi.nlm.nih.gov/pubmed/30365550
http://dx.doi.org/10.1371/journal.pone.0206613
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author Bertoglio, Daniele
Verhaeghe, Jeroen
Kosten, Lauren
Thomae, David
Van der Linden, Annemie
Stroobants, Sigrid
Wityak, John
Dominguez, Celia
Mrzljak, Ladislav
Staelens, Steven
author_facet Bertoglio, Daniele
Verhaeghe, Jeroen
Kosten, Lauren
Thomae, David
Van der Linden, Annemie
Stroobants, Sigrid
Wityak, John
Dominguez, Celia
Mrzljak, Ladislav
Staelens, Steven
author_sort Bertoglio, Daniele
collection PubMed
description The positron emission tomography (PET) tracer [(18)F]MNI-659, selective for phosphodiesterase 10A (PDE10A), is a promising tool to assess an early biomarker for Huntington’s disease (HD). In this study we investigated [(18)F]MNI-659 uptake in the Q175 mouse model of HD. Given the focal striatal distribution of PDE10A as well as the striatal atrophy occurring in HD, the spatial normalization approach applied during the processing could sensibly affect the accuracy of the regional quantification. We compared the use of a magnetic resonance images (MRI) template based on individual MRI over a PET and CT templates for regional quantification and spatial normalization of [(18)F]MNI-659 PET images. We performed [(18)F]MNI-659 PET imaging in six months old heterozygous (HET) Q175 mice and wild-type (WT) littermates, followed by X-ray computed tomography (CT) scan. In the same week, individual T(2)-weighted MRI were acquired. Spatial normalization and regional quantification of the PET/CT images was performed on MRI, [(18)F]MNI-659 PET, or CT template and compared to binding potential (BP(ND)) using volumes manually delineated on the individual MR images. Striatal volume was significantly reduced in HET mice (-7.7%, p<0.0001) compared to WT littermates. [(18)F]MNI-659 BP(ND) in striatum of HET animals was significantly reduced (p<0.0001) when compared to WT littermates using all three templates. However, BP(ND) values were significantly higher for HET mice using the PET template compared to the MRI and CT ones (p<0.0001), with an overestimation at lower activities. On the other hand, the CT template spatial normalization introduced larger variability reducing the effect size. The PET and CT template-based approaches resulted in a lower accuracy in BP(ND) quantification with consequent decrease in the detectability of disease effect. This study demonstrates that for [(18)F]MNI-659 brain PET imaging in mice the use of an MRI-based spatial normalization is recommended to achieve accurate quantification and fully exploit the detectability of disease effect.
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spelling pubmed-62033862018-11-19 MR-based spatial normalization improves [(18)F]MNI-659 PET regional quantification and detectability of disease effect in the Q175 mouse model of Huntington’s disease Bertoglio, Daniele Verhaeghe, Jeroen Kosten, Lauren Thomae, David Van der Linden, Annemie Stroobants, Sigrid Wityak, John Dominguez, Celia Mrzljak, Ladislav Staelens, Steven PLoS One Research Article The positron emission tomography (PET) tracer [(18)F]MNI-659, selective for phosphodiesterase 10A (PDE10A), is a promising tool to assess an early biomarker for Huntington’s disease (HD). In this study we investigated [(18)F]MNI-659 uptake in the Q175 mouse model of HD. Given the focal striatal distribution of PDE10A as well as the striatal atrophy occurring in HD, the spatial normalization approach applied during the processing could sensibly affect the accuracy of the regional quantification. We compared the use of a magnetic resonance images (MRI) template based on individual MRI over a PET and CT templates for regional quantification and spatial normalization of [(18)F]MNI-659 PET images. We performed [(18)F]MNI-659 PET imaging in six months old heterozygous (HET) Q175 mice and wild-type (WT) littermates, followed by X-ray computed tomography (CT) scan. In the same week, individual T(2)-weighted MRI were acquired. Spatial normalization and regional quantification of the PET/CT images was performed on MRI, [(18)F]MNI-659 PET, or CT template and compared to binding potential (BP(ND)) using volumes manually delineated on the individual MR images. Striatal volume was significantly reduced in HET mice (-7.7%, p<0.0001) compared to WT littermates. [(18)F]MNI-659 BP(ND) in striatum of HET animals was significantly reduced (p<0.0001) when compared to WT littermates using all three templates. However, BP(ND) values were significantly higher for HET mice using the PET template compared to the MRI and CT ones (p<0.0001), with an overestimation at lower activities. On the other hand, the CT template spatial normalization introduced larger variability reducing the effect size. The PET and CT template-based approaches resulted in a lower accuracy in BP(ND) quantification with consequent decrease in the detectability of disease effect. This study demonstrates that for [(18)F]MNI-659 brain PET imaging in mice the use of an MRI-based spatial normalization is recommended to achieve accurate quantification and fully exploit the detectability of disease effect. Public Library of Science 2018-10-26 /pmc/articles/PMC6203386/ /pubmed/30365550 http://dx.doi.org/10.1371/journal.pone.0206613 Text en © 2018 Bertoglio et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Bertoglio, Daniele
Verhaeghe, Jeroen
Kosten, Lauren
Thomae, David
Van der Linden, Annemie
Stroobants, Sigrid
Wityak, John
Dominguez, Celia
Mrzljak, Ladislav
Staelens, Steven
MR-based spatial normalization improves [(18)F]MNI-659 PET regional quantification and detectability of disease effect in the Q175 mouse model of Huntington’s disease
title MR-based spatial normalization improves [(18)F]MNI-659 PET regional quantification and detectability of disease effect in the Q175 mouse model of Huntington’s disease
title_full MR-based spatial normalization improves [(18)F]MNI-659 PET regional quantification and detectability of disease effect in the Q175 mouse model of Huntington’s disease
title_fullStr MR-based spatial normalization improves [(18)F]MNI-659 PET regional quantification and detectability of disease effect in the Q175 mouse model of Huntington’s disease
title_full_unstemmed MR-based spatial normalization improves [(18)F]MNI-659 PET regional quantification and detectability of disease effect in the Q175 mouse model of Huntington’s disease
title_short MR-based spatial normalization improves [(18)F]MNI-659 PET regional quantification and detectability of disease effect in the Q175 mouse model of Huntington’s disease
title_sort mr-based spatial normalization improves [(18)f]mni-659 pet regional quantification and detectability of disease effect in the q175 mouse model of huntington’s disease
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6203386/
https://www.ncbi.nlm.nih.gov/pubmed/30365550
http://dx.doi.org/10.1371/journal.pone.0206613
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