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Multi-Atlas MRI-Based Striatum Segmentation for (123)I-FP-CIT SPECT (DAT-SPECT) Compared With the Bolt Method and SPECT-Atlas-Based Segmentation Method Toward the Accurate Diagnosis of Parkinson's Disease/Syndrome

Aims: This study aimed to analyze the performance of multi-atlas MRI-based parcellation for (123)I-FP-CIT SPECT (DAT-SPECT) in healthy volunteers. The proposed method was compared with the SPECT-atlas-based and Bolt methods. (18)F-FE-PE2I-PET (DAT-PET) was used as a reference. Methods: Thirty health...

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Autores principales: Sohara, Koji, Sekine, Tetsuro, Tateno, Amane, Mizumura, Sunao, Suda, Masaya, Sakayori, Takeshi, Okubo, Yoshiro, Kumita, Shin-ichiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8185065/
https://www.ncbi.nlm.nih.gov/pubmed/34113635
http://dx.doi.org/10.3389/fmed.2021.662233
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author Sohara, Koji
Sekine, Tetsuro
Tateno, Amane
Mizumura, Sunao
Suda, Masaya
Sakayori, Takeshi
Okubo, Yoshiro
Kumita, Shin-ichiro
author_facet Sohara, Koji
Sekine, Tetsuro
Tateno, Amane
Mizumura, Sunao
Suda, Masaya
Sakayori, Takeshi
Okubo, Yoshiro
Kumita, Shin-ichiro
author_sort Sohara, Koji
collection PubMed
description Aims: This study aimed to analyze the performance of multi-atlas MRI-based parcellation for (123)I-FP-CIT SPECT (DAT-SPECT) in healthy volunteers. The proposed method was compared with the SPECT-atlas-based and Bolt methods. (18)F-FE-PE2I-PET (DAT-PET) was used as a reference. Methods: Thirty healthy subjects underwent DAT-SPECT, DAT-PET, and 3D-T1WI-MRI. We calculated the striatum uptake ratio (SUR/SBR), caudate uptake ratio (CUR), and putamen uptake ratio (PUR) for DAT-SPECT using the multi-atlas MRI-based method, SPECT-atlas-based method, and Bolt method. In the multi-atlas MRI-based method, the cerebellum, occipital cortex, and whole-brain were used as reference regions. The correlation of age with DAT-SPECT activity and the correlations of SUR/SBR, CUR, and PUR between DAT-SPECT and DAT-PET were calculated by each of the three methods. Results: The correlation between age and SUR/SBR for DAT-SPECT based on the multi-atlas MRI-based method was comparable to that based on the SPECT-atlas-based method (r = −0.441 to −0.496 vs. −0.488). The highest correlation between DAT-SPECT and DAT-PET was observed using the multi-atlas MRI-based method with the occipital lobe defined as the reference region compared with the SPECT-atlas-based and Bolt methods (SUR, CUR, and PUR: 0.687, 0.723, and 0.676 vs. 0.698, 0.660, and 0.616 vs. 0.655). Conclusion: Multi-atlas MRI-based parcellation with the occipital lobe defined as the reference region was at least comparable to the clinical methods.
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spelling pubmed-81850652021-06-09 Multi-Atlas MRI-Based Striatum Segmentation for (123)I-FP-CIT SPECT (DAT-SPECT) Compared With the Bolt Method and SPECT-Atlas-Based Segmentation Method Toward the Accurate Diagnosis of Parkinson's Disease/Syndrome Sohara, Koji Sekine, Tetsuro Tateno, Amane Mizumura, Sunao Suda, Masaya Sakayori, Takeshi Okubo, Yoshiro Kumita, Shin-ichiro Front Med (Lausanne) Medicine Aims: This study aimed to analyze the performance of multi-atlas MRI-based parcellation for (123)I-FP-CIT SPECT (DAT-SPECT) in healthy volunteers. The proposed method was compared with the SPECT-atlas-based and Bolt methods. (18)F-FE-PE2I-PET (DAT-PET) was used as a reference. Methods: Thirty healthy subjects underwent DAT-SPECT, DAT-PET, and 3D-T1WI-MRI. We calculated the striatum uptake ratio (SUR/SBR), caudate uptake ratio (CUR), and putamen uptake ratio (PUR) for DAT-SPECT using the multi-atlas MRI-based method, SPECT-atlas-based method, and Bolt method. In the multi-atlas MRI-based method, the cerebellum, occipital cortex, and whole-brain were used as reference regions. The correlation of age with DAT-SPECT activity and the correlations of SUR/SBR, CUR, and PUR between DAT-SPECT and DAT-PET were calculated by each of the three methods. Results: The correlation between age and SUR/SBR for DAT-SPECT based on the multi-atlas MRI-based method was comparable to that based on the SPECT-atlas-based method (r = −0.441 to −0.496 vs. −0.488). The highest correlation between DAT-SPECT and DAT-PET was observed using the multi-atlas MRI-based method with the occipital lobe defined as the reference region compared with the SPECT-atlas-based and Bolt methods (SUR, CUR, and PUR: 0.687, 0.723, and 0.676 vs. 0.698, 0.660, and 0.616 vs. 0.655). Conclusion: Multi-atlas MRI-based parcellation with the occipital lobe defined as the reference region was at least comparable to the clinical methods. Frontiers Media S.A. 2021-05-25 /pmc/articles/PMC8185065/ /pubmed/34113635 http://dx.doi.org/10.3389/fmed.2021.662233 Text en Copyright © 2021 Sohara, Sekine, Tateno, Mizumura, Suda, Sakayori, Okubo and Kumita. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Medicine
Sohara, Koji
Sekine, Tetsuro
Tateno, Amane
Mizumura, Sunao
Suda, Masaya
Sakayori, Takeshi
Okubo, Yoshiro
Kumita, Shin-ichiro
Multi-Atlas MRI-Based Striatum Segmentation for (123)I-FP-CIT SPECT (DAT-SPECT) Compared With the Bolt Method and SPECT-Atlas-Based Segmentation Method Toward the Accurate Diagnosis of Parkinson's Disease/Syndrome
title Multi-Atlas MRI-Based Striatum Segmentation for (123)I-FP-CIT SPECT (DAT-SPECT) Compared With the Bolt Method and SPECT-Atlas-Based Segmentation Method Toward the Accurate Diagnosis of Parkinson's Disease/Syndrome
title_full Multi-Atlas MRI-Based Striatum Segmentation for (123)I-FP-CIT SPECT (DAT-SPECT) Compared With the Bolt Method and SPECT-Atlas-Based Segmentation Method Toward the Accurate Diagnosis of Parkinson's Disease/Syndrome
title_fullStr Multi-Atlas MRI-Based Striatum Segmentation for (123)I-FP-CIT SPECT (DAT-SPECT) Compared With the Bolt Method and SPECT-Atlas-Based Segmentation Method Toward the Accurate Diagnosis of Parkinson's Disease/Syndrome
title_full_unstemmed Multi-Atlas MRI-Based Striatum Segmentation for (123)I-FP-CIT SPECT (DAT-SPECT) Compared With the Bolt Method and SPECT-Atlas-Based Segmentation Method Toward the Accurate Diagnosis of Parkinson's Disease/Syndrome
title_short Multi-Atlas MRI-Based Striatum Segmentation for (123)I-FP-CIT SPECT (DAT-SPECT) Compared With the Bolt Method and SPECT-Atlas-Based Segmentation Method Toward the Accurate Diagnosis of Parkinson's Disease/Syndrome
title_sort multi-atlas mri-based striatum segmentation for (123)i-fp-cit spect (dat-spect) compared with the bolt method and spect-atlas-based segmentation method toward the accurate diagnosis of parkinson's disease/syndrome
topic Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8185065/
https://www.ncbi.nlm.nih.gov/pubmed/34113635
http://dx.doi.org/10.3389/fmed.2021.662233
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