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Quantitative study of (18)F-(+)DTBZ image: comparison of PET template-based and MRI based image analysis
[(18)F]9-fluoropropyl-(+)-dihydrotetrabenazine ((18)F-(+)DTBZ) is a recently developed PET tracer to investigate the vesicular monoamine transporter type 2 (VMAT2) activity in measuring dopaminergic degeneration in vivo and monitoring the severity of Parkinson’s disease (PD). However, manual drawing...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6207708/ https://www.ncbi.nlm.nih.gov/pubmed/30375444 http://dx.doi.org/10.1038/s41598-018-34388-6 |
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author | Jung Lung, Hsu Weng, Yi-Hsin Wen, Ming-Ching Hsiao, Ing-Tsung Lin, Kun-Ju |
author_facet | Jung Lung, Hsu Weng, Yi-Hsin Wen, Ming-Ching Hsiao, Ing-Tsung Lin, Kun-Ju |
author_sort | Jung Lung, Hsu |
collection | PubMed |
description | [(18)F]9-fluoropropyl-(+)-dihydrotetrabenazine ((18)F-(+)DTBZ) is a recently developed PET tracer to investigate the vesicular monoamine transporter type 2 (VMAT2) activity in measuring dopaminergic degeneration in vivo and monitoring the severity of Parkinson’s disease (PD). However, manual drawing of the striatal regions is time consuming and prone to human bias. In the current study, we developed an automated method to quantify the signals of the striatum on (18)F-(+)DTBZ images. 39 patients with PD and 26 controls were enrolled. Traditional brain magnetic resonance imaging (MRI) and (18)F-(+)DTBZ PET were acquired. Both indirect normalization of native PET images to the standard space through individual brain MRI and directly coregistration of native images to the transporter-specific PET template in standard space were performed. Specific uptake ratios (SURs) in 10 predefined regions were used as indicators of VMAT2 activities to correlate with motor severity. Our results showed patients with PD had significant lower SURs in the bilateral putamina, caudates and globus pallidi than controls. SURs in the caudate and putamen were significantly correlated with motor severity. The contralateral putaminal region performed best in discriminating between PD patients and controls. Finally, the results from the application of the (18)F-(+)DTBZ PET template were comparable to those derived from the traditional MRI based method. Thus, (18)F-(+)DTBZ PET imaging holds the potential to effectively differentiate PD patients from controls. The (18)F-(+)DTBZ PET template-based method for automated quantification of presynaptic VMAT2 transporter density is easier to implement and may facilitate efficient, robust and user-independent image analysis. |
format | Online Article Text |
id | pubmed-6207708 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-62077082018-11-01 Quantitative study of (18)F-(+)DTBZ image: comparison of PET template-based and MRI based image analysis Jung Lung, Hsu Weng, Yi-Hsin Wen, Ming-Ching Hsiao, Ing-Tsung Lin, Kun-Ju Sci Rep Article [(18)F]9-fluoropropyl-(+)-dihydrotetrabenazine ((18)F-(+)DTBZ) is a recently developed PET tracer to investigate the vesicular monoamine transporter type 2 (VMAT2) activity in measuring dopaminergic degeneration in vivo and monitoring the severity of Parkinson’s disease (PD). However, manual drawing of the striatal regions is time consuming and prone to human bias. In the current study, we developed an automated method to quantify the signals of the striatum on (18)F-(+)DTBZ images. 39 patients with PD and 26 controls were enrolled. Traditional brain magnetic resonance imaging (MRI) and (18)F-(+)DTBZ PET were acquired. Both indirect normalization of native PET images to the standard space through individual brain MRI and directly coregistration of native images to the transporter-specific PET template in standard space were performed. Specific uptake ratios (SURs) in 10 predefined regions were used as indicators of VMAT2 activities to correlate with motor severity. Our results showed patients with PD had significant lower SURs in the bilateral putamina, caudates and globus pallidi than controls. SURs in the caudate and putamen were significantly correlated with motor severity. The contralateral putaminal region performed best in discriminating between PD patients and controls. Finally, the results from the application of the (18)F-(+)DTBZ PET template were comparable to those derived from the traditional MRI based method. Thus, (18)F-(+)DTBZ PET imaging holds the potential to effectively differentiate PD patients from controls. The (18)F-(+)DTBZ PET template-based method for automated quantification of presynaptic VMAT2 transporter density is easier to implement and may facilitate efficient, robust and user-independent image analysis. Nature Publishing Group UK 2018-10-30 /pmc/articles/PMC6207708/ /pubmed/30375444 http://dx.doi.org/10.1038/s41598-018-34388-6 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Jung Lung, Hsu Weng, Yi-Hsin Wen, Ming-Ching Hsiao, Ing-Tsung Lin, Kun-Ju Quantitative study of (18)F-(+)DTBZ image: comparison of PET template-based and MRI based image analysis |
title | Quantitative study of (18)F-(+)DTBZ image: comparison of PET template-based and MRI based image analysis |
title_full | Quantitative study of (18)F-(+)DTBZ image: comparison of PET template-based and MRI based image analysis |
title_fullStr | Quantitative study of (18)F-(+)DTBZ image: comparison of PET template-based and MRI based image analysis |
title_full_unstemmed | Quantitative study of (18)F-(+)DTBZ image: comparison of PET template-based and MRI based image analysis |
title_short | Quantitative study of (18)F-(+)DTBZ image: comparison of PET template-based and MRI based image analysis |
title_sort | quantitative study of (18)f-(+)dtbz image: comparison of pet template-based and mri based image analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6207708/ https://www.ncbi.nlm.nih.gov/pubmed/30375444 http://dx.doi.org/10.1038/s41598-018-34388-6 |
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