ComBatを用いた多施設DTIおよびNODDI定量値のハーモナイゼーション［国際飛躍賞記録］
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| Published in | 日本磁気共鳴医学会雑誌 Vol. 43; no. 3; pp. 116 - 122 |
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| Main Authors | , , , , , , , , , , , , , |
| Format | Journal Article |
| Language | Japanese |
| Published |
日本磁気共鳴医学会
15.08.2023
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0914-9457 2434-0499 |
| DOI | 10.2463/jjmrm.2023-1791 |
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| Author | 大脇, 万奈 青木, 茂樹 内田, 航 斎藤, 勇哉 アンディカ, クリスティーナ 萩原, 彰文 堀, 正明 鎌形, 康司 舞草, 伯秀 和田, 昭彦 小池, 進介 明石, 敏昭 野崎, 隼人 藤田, 翔平 |
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| References | 9) Kelly S, Jahanshad N, Zalesky A, et al. : Widespread white matter microstructural differences in schizophrenia across 4322 individuals : results from the ENIGMA schizophrenia DTI working group. Mol Psychiatry 2018 ; 23 : 1261-1269 18) Lang XE, Zhu D, Zhang G, et al. : Sex difference in association of symptoms and white matter deficits in first-episode and drug-naive schizophrenia. Transl Psychiatry 2018 ; 8 : 281 17) Basser PJ, Mattiello J, LeBihan D : Estimation of the effective self-diffusion tensor from the NMR spin echo. J Magn Reson B 1994 ; 103 : 247-254 15) Andersson JL, Skare S, Ashburner J : Ashburner, How to correct susceptibility distortions in spin-echo echo-planar images : application to diffusion tensor imaging. Neuroimage 2003 ; 20 : 870-888 5) Chung AW, Seunarine KK, Clark CA : NODDI reproducibility and variability with magnetic field strength : a comparison between 1.5T and 3T. Hum Brain Map 2016 ; 37 : 4550-4565 1) Andica C, Kamagata K, Hayashi T, et al. : Scan-rescan and inter-vendor reproducibility of neurite orientation dispersion and density imaging metrics. Neuroradiology 2020 ; 62 : 483-494 6) Huber E, Henriques RN, Owen JP, Rokem A, Yeatman JD : Applying microstructural models to understand the role of white matter in cognitive development. Dev Cogn Neurosci 2019 ; 36 : 100624 19) Saxena K, Tamm L, Walley A, et al. : A preliminary investigation of corpus callosum and anterior commissure aberrations in aggressive youth with bipolar disorders. J Child Adolesc Psychopharmacol 2012 ; 22 : 112-119 2) Pinto MS, Paolella R, Billiet T, Van Dyck P, Guns PJ, Jeurissen B, Ribbens A, den Dekker AJ, Sijbers J : Harmonization of brain diffusion MRI : concepts and methods. Front Neurosci 2020 ; 14 : 396 7) Bouyagoub S, Dowell NG, Gabel M, Cercignani M : Comparing multiband and singleband EPI in NODDI at 3T : what are the implications for reproducibility and study sample sizes? MAGMA 2021 ; 34 : 499-511 14) Koike S, Tanaka SC, Okada T, et al. : Brain/MINDS beyond human brain MRI project : A protocol for multi-level harmonization across brain disorders throughout the lifespan. Neuroimage Clin 2021 ; 30 : 102600 11) Andica C, Kamagata K, Kirino E, Uchida W, Irie R, Murata S, Aoki S : Neurite orientation dispersion and density imaging reveals white matter microstructural alterations in adults with autism. Mol Autism 2021 ; 12 : 48 13) Fortin JP, Parker D, Tunç B, et al. : Harmonization of multi-site diffusion tensor imaging data. Neuroimage 2017 ; 161 : 149-170 16) Andersson JLR, Sotiropoulos SN : An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging. Neuroimage 2016 ; 125 : 1063-1078 3) Grech-Sollars M, Hales PW, Miyazaki K, et al. : Multi-centre reproducibility of diffusion MRI parameters for clinical sequences in the brain. NMR Biomed 2015 ; 28 : 468-485 10) Favre P, Pauling M, Stout J, et al. : Widespread white matter microstructural abnormalities in bipolar disorder : evidence from mega- and meta-analyses across 3033 individuals. Neuropsychopharmacology 2019 ; 44 : 2285-2293 8) Zhang H, Schneider T, Wheeler-Kingshott CA, Alexander DC : NODDI : practical in vivo neurite orientation dispersion and density imaging of the human brain. Neuroimage 2012 ; 61 : 1000-1016 12) Palacios EM, Owen JP, Yuh EL, et al. : The evolution of white matter microstructural changes after mild traumatic brain injury : A longitudinal DTI and NODDI study. Sci Adv 2020 ; 6 : eaaz6892 4) Vollmar C, O'Muircheartaigh J, Barker GJ, Symms MR, Thompson P, Kumari V, Duncan JS, Richardson MP, Koepp MJ : Identical, but not the same : intra-site and inter-site reproducibility of fractional anisotropy measures on two 3.0T scanners. Neuroimage 2010 ; 51 : 1384-1394 |
| References_xml | – reference: 19) Saxena K, Tamm L, Walley A, et al. : A preliminary investigation of corpus callosum and anterior commissure aberrations in aggressive youth with bipolar disorders. J Child Adolesc Psychopharmacol 2012 ; 22 : 112-119 – reference: 17) Basser PJ, Mattiello J, LeBihan D : Estimation of the effective self-diffusion tensor from the NMR spin echo. J Magn Reson B 1994 ; 103 : 247-254 – reference: 3) Grech-Sollars M, Hales PW, Miyazaki K, et al. : Multi-centre reproducibility of diffusion MRI parameters for clinical sequences in the brain. NMR Biomed 2015 ; 28 : 468-485 – reference: 18) Lang XE, Zhu D, Zhang G, et al. : Sex difference in association of symptoms and white matter deficits in first-episode and drug-naive schizophrenia. Transl Psychiatry 2018 ; 8 : 281 – reference: 1) Andica C, Kamagata K, Hayashi T, et al. : Scan-rescan and inter-vendor reproducibility of neurite orientation dispersion and density imaging metrics. Neuroradiology 2020 ; 62 : 483-494 – reference: 5) Chung AW, Seunarine KK, Clark CA : NODDI reproducibility and variability with magnetic field strength : a comparison between 1.5T and 3T. Hum Brain Map 2016 ; 37 : 4550-4565 – reference: 9) Kelly S, Jahanshad N, Zalesky A, et al. : Widespread white matter microstructural differences in schizophrenia across 4322 individuals : results from the ENIGMA schizophrenia DTI working group. Mol Psychiatry 2018 ; 23 : 1261-1269 – reference: 6) Huber E, Henriques RN, Owen JP, Rokem A, Yeatman JD : Applying microstructural models to understand the role of white matter in cognitive development. Dev Cogn Neurosci 2019 ; 36 : 100624 – reference: 7) Bouyagoub S, Dowell NG, Gabel M, Cercignani M : Comparing multiband and singleband EPI in NODDI at 3T : what are the implications for reproducibility and study sample sizes? MAGMA 2021 ; 34 : 499-511 – reference: 11) Andica C, Kamagata K, Kirino E, Uchida W, Irie R, Murata S, Aoki S : Neurite orientation dispersion and density imaging reveals white matter microstructural alterations in adults with autism. Mol Autism 2021 ; 12 : 48 – reference: 10) Favre P, Pauling M, Stout J, et al. : Widespread white matter microstructural abnormalities in bipolar disorder : evidence from mega- and meta-analyses across 3033 individuals. Neuropsychopharmacology 2019 ; 44 : 2285-2293 – reference: 4) Vollmar C, O'Muircheartaigh J, Barker GJ, Symms MR, Thompson P, Kumari V, Duncan JS, Richardson MP, Koepp MJ : Identical, but not the same : intra-site and inter-site reproducibility of fractional anisotropy measures on two 3.0T scanners. Neuroimage 2010 ; 51 : 1384-1394 – reference: 16) Andersson JLR, Sotiropoulos SN : An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging. Neuroimage 2016 ; 125 : 1063-1078 – reference: 13) Fortin JP, Parker D, Tunç B, et al. : Harmonization of multi-site diffusion tensor imaging data. Neuroimage 2017 ; 161 : 149-170 – reference: 12) Palacios EM, Owen JP, Yuh EL, et al. : The evolution of white matter microstructural changes after mild traumatic brain injury : A longitudinal DTI and NODDI study. Sci Adv 2020 ; 6 : eaaz6892 – reference: 15) Andersson JL, Skare S, Ashburner J : Ashburner, How to correct susceptibility distortions in spin-echo echo-planar images : application to diffusion tensor imaging. Neuroimage 2003 ; 20 : 870-888 – reference: 2) Pinto MS, Paolella R, Billiet T, Van Dyck P, Guns PJ, Jeurissen B, Ribbens A, den Dekker AJ, Sijbers J : Harmonization of brain diffusion MRI : concepts and methods. Front Neurosci 2020 ; 14 : 396 – reference: 8) Zhang H, Schneider T, Wheeler-Kingshott CA, Alexander DC : NODDI : practical in vivo neurite orientation dispersion and density imaging of the human brain. Neuroimage 2012 ; 61 : 1000-1016 – reference: 14) Koike S, Tanaka SC, Okada T, et al. : Brain/MINDS beyond human brain MRI project : A protocol for multi-level harmonization across brain disorders throughout the lifespan. Neuroimage Clin 2021 ; 30 : 102600 |
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| Title | ComBatを用いた多施設DTIおよびNODDI定量値のハーモナイゼーション［国際飛躍賞記録］ |
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