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Development of functional brain imaging analysis system of Alzheimer's disease

Research Project

Project/Area Number 24591786
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Radiation science
Research InstitutionNational Center of Neurology and Psychiatry

Principal Investigator

MATSUDA HIROSHI  独立行政法人国立精神・神経医療研究センター, 脳病態統合イメージングセンター, センター長 (90173848)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
KeywordsPET / アルツハイマー病 / アミロイド / CT / MRI / 神経科学 / 認知症 / 脳神経疾患 / 放射線 / 解剖学
Outline of Final Research Achievements

Analysis of amyloid amount deposited to the cerebral cortex, which can be estimated from an amyloid PET image, is effective for early diagnosis of Alzheimer’s disease (AD). Nevertheless, its quantifiable measure is hampered by the partial volume effect (PVE) due to the low spatial resolution, because the amount of amyloid deposition is thereby underestimated. In this work, we proposed a method using SPM8 to correct PVE and to improve its quantifiable measure of amyloid deposition amount based on morphological information of CT image, which is simultaneously acquired by a PET/CT scanner. The procedure was applied to clinical data of nine AD patients and eleven normal volunteers, and then emphasized the difference between the normal and AD groups in standardized uptake value ratio values in the eight areas effective for AD diagnosis. In addition, we demonstrated the effectiveness by comparing area under ROC curve between the results with and without the partial volume correction.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (34 results)

All 2014 2013 2012 Other

All Journal Article (13 results) (of which Peer Reviewed: 13 results,  Open Access: 1 results) Presentation (14 results) (of which Invited: 2 results) Book (7 results)

  • [Journal Article] アミロイドPET/CTによるアルツハイマー病診断のためのSPM8を用いたCT画像による部分容積効果の補正2014

    • Author(s)
      佐々木 啓, 舞草 伯秀, 今林 悦子, 湯浅 哲也, 松田 博史
    • Journal Title

      Med Imag Tech

      Volume: 32 Pages: 323-331

    • NAID

      130004707286

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Concordance between 99m Tc-ECD SPECT and 18 F-FDG PET interpretations in patients with cognitive disorders diagnosed according to NIA-AA criteria2014

    • Author(s)
      Ito K, Shimano Y, Imabayashi E, Nakata Y, Omachi Y, Sato N, Arima K, Matsuda H.
    • Journal Title

      Int J Geriatr Psychiatry

      Volume: 29 Issue: 10 Pages: 1079-1086

    • DOI

      10.1002/gps.4102

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Discrimination of dementia with Lewy bodies from Alzheimer's disease using voxel-based morphometry of white matter by statistical parametric mapping 8 plus diffeomorphic anatomic registration through exponentiated Lie algebra.2013

    • Author(s)
      Nakatsuka T, Imabayashi E, Matsuda H, Sakakibara R, Inaoka T, Terada H
    • Journal Title

      Neuroradiology

      Volume: 55 Issue: 5 Pages: 559-566

    • DOI

      10.1007/s00234-013-1138-9

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] In vivo evaluation of gray and white matter volume loss in the parkinsonian variant of multiple system atrophy using SPM8 plus DARTEL for VBM2013

    • Author(s)
      Shigemoto Y, Matsuda H, Kamiya K, Maikusa N, Nakata Y, Ito K, Ota M, Matsunaga N, Sato N
    • Journal Title

      NeuroImage: Clinical

      Volume: 2 Pages: 491-496

    • DOI

      10.1016/j.nicl.2013.03.017

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Diffeomorphic Anatomical Registration Through Exponentiated Lie Algebra provides reduced effect of scanner for cortex volumetry with atlas-based method in healthy subjects.2013

    • Author(s)
      Goto M, Abe O, Aoki S, Hayashi N, Miyati T, Takao H, Iwatsubo T, Yamashita F, Matsuda H, Mori H, Kunimatsu A, Ino K, Yano K, Ohtomo K
    • Journal Title

      Neuroradiology

      Volume: 55 Issue: 7 Pages: 869-875

    • DOI

      10.1007/s00234-013-1193-2

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] "Comparison between brain CT and MRI for voxel-based morphometry of Alzheimer’s disease "2013

    • Author(s)
      Imabayashi E, Matsuda H,Tabira T, Arima K, Araki N, Ishii K, Yamashita F, Iwatsubo T, Japanese Alzheimer’s Disease Neuroimaging Initiative
    • Journal Title

      Brain and Behavior

      Volume: 3 Issue: 4 Pages: 487-493

    • DOI

      10.1002/brb3.146

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Massive accumulation of 11C-Pittsburg compound B in the occipital lobes of a patient with early-onset dementia accompanied by muscle weakness and hypertonicity2013

    • Author(s)
      Ito K, Sano T, Kamiya K, Nakata Y, Shigemoto Y, Sato N, Oya Y, Matsuda H
    • Journal Title

      Ann Nucl Med

      Volume: 27 Issue: 10 Pages: 935-941

    • DOI

      10.1007/s12149-013-0762-0

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Prediction of outcomes in MCI with 123I-IMP-CBF SPECT: a multicenter prospective cohort study.2013

    • Author(s)
      Ito K, Mori E, Fukuyama H, Ishii K, Washimi Y, Asada T, Mori S, Meguro K, Kitamura S, Hanyu H, Nakano S, Matsuda H, Kuwabara Y, Hashikawa K, Momose T, Uchida Y, Hatazawa J, Minoshima S, Kosaka K, Yamada T, Yonekura Y; J-COSMIC Study Group
    • Journal Title

      Ann Nucl Med

      Volume: 27 Issue: 10 Pages: 898-906

    • DOI

      10.1007/s12149-013-0768-7

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Voxel-based morphometry of brain MRI in normal aging and Alzheimer’s disease.2013

    • Author(s)
      Matsuda H
    • Journal Title

      Aging Dis

      Volume: 4 Pages: 29-37

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Automatic voxel-based morphometry of structural MRI by SPM8 plus DARTEL improves the diagnosis of probable Alzheimer's disease2012

    • Author(s)
      Matsuda H
    • Journal Title

      Am J Neuroradiol AJNR

      Volume: (In press) Issue: 6 Pages: 1109-14

    • DOI

      10.3174/ajnr.a2935

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Glucose metabolism and gray-matter concentration in apolipoprotein E ε4 positive normal subjects2012

    • Author(s)
      Samuraki M
    • Journal Title

      Neurobiol Aging

      Volume: (In press) Issue: 10 Pages: 2321-2313

    • DOI

      10.1016/j.neurobiolaging.2011.11.020

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Assessment of cerebral blood flow findings using 99mTc-ECD single-photon emission computed tomography in patients diagnosed with major depressive disorder2012

    • Author(s)
      Nagafusa Y, Okamoto N, Sakamoto K, Yamashita F, Kawaguchi A, Higuchi T, Matsuda H
    • Journal Title

      J Affect Disord

      Volume: 140 Issue: 3 Pages: 296-299

    • DOI

      10.1016/j.jad.2012.03.026

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Identification of atrophy of the subgenual anterior cingulate cortex, in particular the subcallosal area, as an effective auxiliary means of diagnosis for major depressive disorder2012

    • Author(s)
      Niida A, Niida R, Matsuda H, Inada T, Motomura M, Uechi A
    • Journal Title

      Int J Gen Med

      Volume: 5 Pages: 667-674

    • DOI

      10.2147/ijgm.s34093

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 11C-PiB PET/CTによるうつ病におけるアミロイド微小集積に関する試験的検討2014

    • Author(s)
      今林悦子、馬場 元、松田博史、久慈一英、新井平伊
    • Organizer
      第33回日本認知症学会学術集会
    • Place of Presentation
      神奈川 パシフィコ横浜会議センター
    • Year and Date
      2014-11-29 – 2014-12-01
    • Related Report
      2014 Annual Research Report
  • [Presentation] 認知症の画像診断2014

    • Author(s)
      松田博史
    • Organizer
      第19回認知神経科学会学術集会
    • Place of Presentation
      東京 東京大学伊藤国際学術研究センター
    • Year and Date
      2014-07-26 – 2014-07-27
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 認知症診断をサポートする画像解析手法2014

    • Author(s)
      松田博史
    • Organizer
      第33回日本医用画像工学会大会
    • Place of Presentation
      東京 東京慈恵会医科大学 大学1号館
    • Year and Date
      2014-07-24 – 2014-07-26
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] アルツハイマー病の画像診断2014

    • Author(s)
      松田博史
    • Organizer
      第73回日本医学放射線学会総会
    • Place of Presentation
      神奈川 パシフィコ横浜
    • Year and Date
      2014-04-10 – 2014-04-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] One-year reduction of glucose metabolism in the olfactory tract in Alzheiemer’s disease.2013

    • Author(s)
      Imabayashi E, Matsuda H, Kuji I, Ito K, Ishii K, Soma T, Iwatsubo T.
    • Organizer
      Alzheimer’s Association International Conference 2013
    • Place of Presentation
      Boston Convention and Exhibition Center
    • Related Report
      2013 Research-status Report
  • [Presentation] Machine-learning classification of MR scans in Alzheimer’s disease based on tensor-based morphometry2013

    • Author(s)
      Fujishima M, Yamashita F, Matsuda H, Maikusa N, Chida N, Iwatsubo T
    • Organizer
      Alzheimer’s Association International Conference 2013
    • Place of Presentation
      Boston Convention and Exhibition Center
    • Related Report
      2013 Research-status Report
  • [Presentation] Effect of Apolipoprotein E-ε4 status on brain atrophy in 1-year repeat MRI data form cognitively normal individuals2013

    • Author(s)
      Matsuda H, Fushishima M, Maikusa N, Chida N, Kuwano R, Iwatsubo T
    • Organizer
      Alzheimer’s Association International Conference 2013
    • Place of Presentation
      Boston Convention and Exhibition Center
    • Related Report
      2013 Research-status Report
  • [Presentation] Mild-intensity exercise regimen preserve cerebral perfusion in precuneus and prefrontal regions in the elderly2013

    • Author(s)
      Nemoto K, Soya H, Tamura M, Kato M, Matsuda H, Asada T, Arai T
    • Organizer
      Alzheimer’s Association International Conference 2013
    • Place of Presentation
      Boston Convention and Exhibition Center
    • Related Report
      2013 Research-status Report
  • [Presentation] Effect of a phantom-based distortion correction of MRI for assessment of Alzheimer’s disease using a tensor-based morphometry2013

    • Author(s)
      Maikusa N, Fujishima M, Chida M, Matsuda H, Sato N, Iwatsubo T
    • Organizer
      Alzheimer’s Association International Conference 2013
    • Place of Presentation
      Boston Convention and Exhibition Center
    • Related Report
      2013 Research-status Report
  • [Presentation] Comparison of performance of early diagnostics of Alzheimer’s disease between volume and thickness measurements of medial temporal structures using structural MRI

    • Author(s)
      Matsuda H, Tanaka K, Maikusa N, Yamashita F, Imabayashi E, Iwatsubo T
    • Organizer
      Alzheimer’s Association International Conference 12
    • Place of Presentation
      Vancouver Convention Center ,Vancouver,Canada
    • Related Report
      2012 Research-status Report
  • [Presentation] Application of diffeomorphic anatomical registration through an exponentiated Lie algebra to statistical analysis of brain perfusion SPECT

    • Author(s)
      Matsuda H, Souma T, Imabayashi E, Kuji I, Seto A, Shimano Y, Fujishima M
    • Organizer
      The Society of Nuclear Medicine 59th Annual Meeting
    • Place of Presentation
      Miami Beach Convention Center,Florida,United States
    • Related Report
      2012 Research-status Report
  • [Presentation] Application of CT-based partial volume correction to 11C-PIB PET SUVR images with subtraction of nonspecific bindings in the white matter and comparison with MRI-based partial volume correction

    • Author(s)
      Imabayashi E, Matsuda H, Kuji I, Seto A, Shimano Y
    • Organizer
      The 25th Annual Congress of the European Association of Nuclear Medicine
    • Place of Presentation
      Milsno Congressi,Milano,Italy
    • Related Report
      2012 Research-status Report
  • [Presentation] Hippocampal Glucose Metabolism is Reduced in Some, but not All Patients with Alzheimer’s Disease: The Ishikawa Brain Imaging Study

    • Author(s)
      Matsunari I, Samuraki M, Shima K, Chen W, Noguchi-Sinohara M, Ono K, Yoshita M, Miyazaki Y, Matsuda H, Yamada M
    • Organizer
      The 25th Annual Congress of the European Association of Nuclear Medicine
    • Place of Presentation
      Milsno Congressi,Milano,Italy
    • Related Report
      2012 Research-status Report
  • [Presentation] Inter-institutional reproducibility of rest- and acetazolamide-rCBF in normal, assessed using a dual 123I-iodoamphetamine administration technique with a quantitative SPECT reconstruction package

    • Author(s)
      Yamauchi M, Imabayashi E, Matsuda H, Nakagawara J, Shimosegawa E, Hatazawa J, Suzuki M, Fukuda K, Iihara K, Iida H
    • Organizer
      The Society of Nuclear Medicine 59th Annual Meeting
    • Place of Presentation
      Miami Beach Convention Center,Florida,United States
    • Related Report
      2012 Research-status Report
  • [Book] 新しい診断と治療のABC22. アルツハイマー型認知症、改訂第2版。神経32014

    • Author(s)
      松田博史
    • Publisher
      最新医学社
    • Related Report
      2014 Annual Research Report
  • [Book] 核医学テキスト2013

    • Author(s)
      松田博史
    • Total Pages
      341
    • Publisher
      中外医学社
    • Related Report
      2013 Research-status Report 2012 Research-status Report
  • [Book] 稀少難治てんかん診療マニュアル2013

    • Author(s)
      松田博史
    • Total Pages
      170
    • Publisher
      診断と治療社
    • Related Report
      2013 Research-status Report
  • [Book] 脳画像でみる精神疾患2013

    • Author(s)
      松田博史
    • Total Pages
      247
    • Publisher
      新興医学出版社
    • Related Report
      2013 Research-status Report
  • [Book] ここが知りたい認知症の画像診断Q&A2013

    • Author(s)
      松田博史
    • Total Pages
      207
    • Publisher
      harunosora
    • Related Report
      2013 Research-status Report
  • [Book] てんかん診療のクリニカルクエスチョン2013

    • Author(s)
      松田博史
    • Total Pages
      334
    • Publisher
      診断と治療社
    • Related Report
      2013 Research-status Report
  • [Book] 医用画像工学ハンドブック2012

    • Author(s)
      松田博史
    • Total Pages
      777
    • Publisher
      日本医用画像工学会
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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