Cargando…

Partial volume correction analysis for (11)C-UCB-J PET studies of Alzheimer’s disease

PURPOSE: (11)C-UCB-J PET imaging, targeting synaptic vesicle glycoprotein 2A (SV2A), has been shown to be a useful indicator of synaptic density in Alzheimer’s disease (AD). For SV2A imaging, a decrease in apparent tracer uptake is often due to the combination of gray-matter (GM) atrophy and SV2A de...

Descripción completa

Detalles Bibliográficos
Autores principales: Lu, Yihuan, Toyonaga, Takuya, Naganawa, Mika, Gallezot, Jean-Dominique, Chen, Ming-Kai, Mecca, Adam P., van Dyck, Christopher H., Carson, Richard E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8454285/
https://www.ncbi.nlm.nih.gov/pubmed/34119639
http://dx.doi.org/10.1016/j.neuroimage.2021.118248
_version_ 1784570453417787392
author Lu, Yihuan
Toyonaga, Takuya
Naganawa, Mika
Gallezot, Jean-Dominique
Chen, Ming-Kai
Mecca, Adam P.
van Dyck, Christopher H.
Carson, Richard E.
author_facet Lu, Yihuan
Toyonaga, Takuya
Naganawa, Mika
Gallezot, Jean-Dominique
Chen, Ming-Kai
Mecca, Adam P.
van Dyck, Christopher H.
Carson, Richard E.
author_sort Lu, Yihuan
collection PubMed
description PURPOSE: (11)C-UCB-J PET imaging, targeting synaptic vesicle glycoprotein 2A (SV2A), has been shown to be a useful indicator of synaptic density in Alzheimer’s disease (AD). For SV2A imaging, a decrease in apparent tracer uptake is often due to the combination of gray-matter (GM) atrophy and SV2A decrease in the remaining tissue. Our aim is to reveal the true SV2A change by performing partial volume correction (PVC). METHODS: We performed two PVC algorithms, Müller-Gärtner (MG) and ‘iterative Yang’ (IY), on 17 AD participants and 11 cognitive normal (CN) participants using the brain-dedicated HRRT scanner. Distribution volume V(T), the rate constant K(1), binding potential BP(ND) (centrum semiovale as reference region), and tissue volume were compared. RESULTS: In most regions, both PVC algorithms reduced the between-group differences. Alternatively, in hippocampus, IY increased the significance of between-group differences while MG reduced it (V(T), BP(ND) and K(1) group differences: uncorrected: 20%, 27%, 17%; MG: 18%, 22%, 14%; IY: 22%, 28%, 17%). The group difference in hippocampal volume (10%) was substantially smaller than any PET measures. MG increased GM binding values to a greater extent than IY due to differences in algorithm assumptions. CONCLUSION: (11)C-UCB-J binding is significantly reduced in AD hippocampus, but PVC is important to adjust for significant volume reduction. After correction, PET measures are substantially more sensitive to group differences than volumetric MRI measures. Assumptions of each PVC algorithm are important and should be carefully examined and validated. For (11)C-UCB-J, the less stringent assumptions of IY support its use as a PVC algorithm over MG.
format Online
Article
Text
id pubmed-8454285
institution National Center for Biotechnology Information
language English
publishDate 2021
record_format MEDLINE/PubMed
spelling pubmed-84542852021-09-21 Partial volume correction analysis for (11)C-UCB-J PET studies of Alzheimer’s disease Lu, Yihuan Toyonaga, Takuya Naganawa, Mika Gallezot, Jean-Dominique Chen, Ming-Kai Mecca, Adam P. van Dyck, Christopher H. Carson, Richard E. Neuroimage Article PURPOSE: (11)C-UCB-J PET imaging, targeting synaptic vesicle glycoprotein 2A (SV2A), has been shown to be a useful indicator of synaptic density in Alzheimer’s disease (AD). For SV2A imaging, a decrease in apparent tracer uptake is often due to the combination of gray-matter (GM) atrophy and SV2A decrease in the remaining tissue. Our aim is to reveal the true SV2A change by performing partial volume correction (PVC). METHODS: We performed two PVC algorithms, Müller-Gärtner (MG) and ‘iterative Yang’ (IY), on 17 AD participants and 11 cognitive normal (CN) participants using the brain-dedicated HRRT scanner. Distribution volume V(T), the rate constant K(1), binding potential BP(ND) (centrum semiovale as reference region), and tissue volume were compared. RESULTS: In most regions, both PVC algorithms reduced the between-group differences. Alternatively, in hippocampus, IY increased the significance of between-group differences while MG reduced it (V(T), BP(ND) and K(1) group differences: uncorrected: 20%, 27%, 17%; MG: 18%, 22%, 14%; IY: 22%, 28%, 17%). The group difference in hippocampal volume (10%) was substantially smaller than any PET measures. MG increased GM binding values to a greater extent than IY due to differences in algorithm assumptions. CONCLUSION: (11)C-UCB-J binding is significantly reduced in AD hippocampus, but PVC is important to adjust for significant volume reduction. After correction, PET measures are substantially more sensitive to group differences than volumetric MRI measures. Assumptions of each PVC algorithm are important and should be carefully examined and validated. For (11)C-UCB-J, the less stringent assumptions of IY support its use as a PVC algorithm over MG. 2021-06-11 2021-09 /pmc/articles/PMC8454285/ /pubmed/34119639 http://dx.doi.org/10.1016/j.neuroimage.2021.118248 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) )
spellingShingle Article
Lu, Yihuan
Toyonaga, Takuya
Naganawa, Mika
Gallezot, Jean-Dominique
Chen, Ming-Kai
Mecca, Adam P.
van Dyck, Christopher H.
Carson, Richard E.
Partial volume correction analysis for (11)C-UCB-J PET studies of Alzheimer’s disease
title Partial volume correction analysis for (11)C-UCB-J PET studies of Alzheimer’s disease
title_full Partial volume correction analysis for (11)C-UCB-J PET studies of Alzheimer’s disease
title_fullStr Partial volume correction analysis for (11)C-UCB-J PET studies of Alzheimer’s disease
title_full_unstemmed Partial volume correction analysis for (11)C-UCB-J PET studies of Alzheimer’s disease
title_short Partial volume correction analysis for (11)C-UCB-J PET studies of Alzheimer’s disease
title_sort partial volume correction analysis for (11)c-ucb-j pet studies of alzheimer’s disease
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8454285/
https://www.ncbi.nlm.nih.gov/pubmed/34119639
http://dx.doi.org/10.1016/j.neuroimage.2021.118248
work_keys_str_mv AT luyihuan partialvolumecorrectionanalysisfor11cucbjpetstudiesofalzheimersdisease
AT toyonagatakuya partialvolumecorrectionanalysisfor11cucbjpetstudiesofalzheimersdisease
AT naganawamika partialvolumecorrectionanalysisfor11cucbjpetstudiesofalzheimersdisease
AT gallezotjeandominique partialvolumecorrectionanalysisfor11cucbjpetstudiesofalzheimersdisease
AT chenmingkai partialvolumecorrectionanalysisfor11cucbjpetstudiesofalzheimersdisease
AT meccaadamp partialvolumecorrectionanalysisfor11cucbjpetstudiesofalzheimersdisease
AT vandyckchristopherh partialvolumecorrectionanalysisfor11cucbjpetstudiesofalzheimersdisease
AT carsonricharde partialvolumecorrectionanalysisfor11cucbjpetstudiesofalzheimersdisease