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Comprehensive analysis of human brain network structure based on graph theory using brain MRI

Research Project

Project/Area Number 23240056
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Fusional brain recording science
Research InstitutionTohoku Pharmaceutical University (2012-2013)
Tohoku University (2011)

Principal Investigator

FUKUDA HIROSHI  東北薬科大学, 薬学部, 教授 (30125645)

Co-Investigator(Kenkyū-buntansha) TAKI Yasuyuki  東北大学, 加齢医学研究所, 教授 (10375115)
Project Period (FY) 2011-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥31,330,000 (Direct Cost: ¥24,100,000、Indirect Cost: ¥7,230,000)
Fiscal Year 2013: ¥7,540,000 (Direct Cost: ¥5,800,000、Indirect Cost: ¥1,740,000)
Fiscal Year 2012: ¥9,490,000 (Direct Cost: ¥7,300,000、Indirect Cost: ¥2,190,000)
Fiscal Year 2011: ¥14,300,000 (Direct Cost: ¥11,000,000、Indirect Cost: ¥3,300,000)
Keywordsヒト脳ネットワーク解析 / 脳発達・加齢 / 形態MRI / 拡散テンソル画像 / 機能的MRI / グラフ理論 / small world / 脳MRI / 脳ネットワーク解析 / 子供脳 / 脳発達 / 性差 / 脳画像 / 脳形態計測 / ネットワーク解析 / グラフ情報理論 / 脳加齢
Outline of Final Research Achievements

The human brain exhibits a complex network and makes information transmission with high efficiency. We performed network analysis based on graph theory using a large scale brain MRI database of healthy Japanese. The results indicated that subjects from children to older age exhibited a “small-world” property in that they are characterized by highly connected hubs and modularity. Structural brain networks in three age groups (young, middle, old) changed developed into a more distributed organization from young to middle age and then altered greatly, shifting into a more localized organization in old age. The modular organization of brain network was similar between the young and middle age groups, but quite different from the older groups. In particular, the old group showed a notable decrease in the connector ratio and the inter-module connection. Our findings provide quantitative insights into topological principles of brain networks and changes related to normal aging.

Report

(4 results)
  • 2014 Final Research Report ( PDF )
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • Research Products

    (28 results)

All 2014 2013 2012 2011

All Journal Article (18 results) (of which Peer Reviewed: 16 results,  Acknowledgement Compliant: 2 results,  Open Access: 2 results) Presentation (9 results) (of which Invited: 1 results) Book (1 results)

  • [Journal Article] 脳局所特徴量に基づく年齢推定手法と脳MRI画像データベースを用いた性能評価2014

    • Author(s)
      近藤千裕, 伊藤康一, 呉凱, 佐藤和則, 瀧靖之, 福田 寛, 青木孝文
    • Journal Title

      映像情報メディア学会技術報告

      Volume: 38 Pages: 15-18

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 脳MRI画像の局所特徴量に基づく年齢推定手法とその評価2014

    • Author(s)
      近藤千裕, 伊藤康一, 呉凱, 佐藤和則, 瀧靖之, 福田 寛, 青木孝文
    • Journal Title

      信学技報

      Volume: MI2014-45(2014-11) Pages: 11-16

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Linear and curvilinear correlations of brain gray matter volume and density with age using voxel-based morphometry with the Akaike information criterion in 291 healthy children2013

    • Author(s)
      Taki Y, Hashizume H, Thyreau B, Sassa Y, Takeuchi H, Wu K, Kotozaki Y, Nouchi R, Asano M, Asano K, Fukuda H, Kawashima R.
    • Journal Title

      Human Brain Mapping

      Volume: 34 Issue: 8 Pages: 1857-1871

    • DOI

      10.1002/hbm.22033

    • Related Report
      2013 Annual Research Report 2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Linear and curvilinear correlations of brain white matter volume, fractional anisotropy, and mean diffusivity with age using voxel-based and region-of-interest analyses in 246 healthy children2013

    • Author(s)
      Taki Y, Thyreau B, Hashizume H, Sassa Y, Takeuchi H, Wu K, Kotozaki Y, Nouchi R, Asano M, Asano K, Fukuda H, Kawashima R
    • Journal Title

      Human Brain Mapping

      Volume: 34 Issue: 8 Pages: 1842-1856

    • DOI

      10.1002/hbm.22027

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A longitudinal study of age-and gender-related annual rate of volume changes in regional gray matter in healthy adults2013

    • Author(s)
      Taki Y, Thyreau B, Kinomura S, Sato K, Goto R, Wu K, Kawashima R, Fukuda H
    • Journal Title

      Human Brain Mapping

      Volume: 34 Issue: 9 Pages: 2292-2301

    • DOI

      10.1002/hbm.22067

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Correlation between high-sensitivity C-reactive protein and brain gray matter volume in healthy elderly subjects2013

    • Author(s)
      Taki Y, Thyreau B, Kinomura S, Sato K, Goto R, Wu K, Kakizaki M, Tsuji I, Kawashima R, Fukuda H
    • Journal Title

      Human Brain Mapping

      Volume: 34 Issue: 10 Pages: 2418-2424

    • DOI

      10.1002/hbm.22073

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Topological organization of functionla brain networks in healthy children: Diffrences in relation to age, sex and intelligence2013

    • Author(s)
      Wu K
    • Journal Title

      PLOS one

      Volume: 8 Issue: 2 Pages: e55347-e55347

    • DOI

      10.1371/journal.pone.0055347

    • Related Report
      2013 Annual Research Report 2012 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Correlation between pulmonary function and brain volume in healthy elderly subjects2013

    • Author(s)
      Taki Y, Kinomura S, Ebihara S, Thyreau B, Sato K, Goto R, Kakizaki M, Tsuji I, Kawashima R, Fukuda H
    • Journal Title

      Neuroradiology

      Volume: 55 Issue: 6 Pages: 689-695

    • DOI

      10.1007/s00234-013-1157-6

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A longitudinal study of structural brain network changes with normal aging.2013

    • Author(s)
      Wu K
    • Journal Title

      Frontiers in Human Neuroscience

      Volume: 7 Pages: 113-113

    • DOI

      10.3389/fnhum.2013.00113

    • Related Report
      2013 Annual Research Report 2012 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 変形マトリクスを用いた脳形態変化の検出2013

    • Author(s)
      佐藤和則, 呉 凱, 福田 寛
    • Journal Title

      信学技報

      Volume: MI2013-27(2013-7) Pages: 45-47

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ヒト脳の正常発達・加齢に伴う脳形態およ全脳ネットワーク構造の変化ー健常日本人脳MRIデータベースを用いた画像医学的研究2013

    • Author(s)
      福田 寛, 瀧 靖之
    • Journal Title

      東北薬科大学研究誌

      Volume: 60 Pages: 13-23

    • Related Report
      2013 Annual Research Report
  • [Journal Article] Correlation among body height, intelligence, and brain gray matter volume in healthy children2012

    • Author(s)
      Taki Y
    • Journal Title

      NeuroImage

      Volume: 59(2) Issue: 2 Pages: 1023-1027

    • DOI

      10.1016/j.neuroimage.2011.08.092

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Correlation between baseline regional gray matter volume and global gray matter volume decline rate2012

    • Author(s)
      Taki Y, Fukuda H, et al
    • Journal Title

      NeuroImage

      Volume: 60 Issue: 1 Pages: 471-475

    • DOI

      10.1016/j.neuroimage.2011.11.072

    • Related Report
      2012 Annual Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Impaired memory and executive function associated with decreased medial temporal and prefrontal blood flow in Clinical Dementia Rating 0.5 status: the Osaki-Tajiri project2012

    • Author(s)
      Inoue K, Meguro K, Akanuma K, Megura M, Yamaguchi S, Fukuda H
    • Journal Title

      Psychogeriatrics

      Volume: 12 Issue: 1 Pages: 27-33

    • DOI

      10.1111/j.1479-8301.2011.00384.x

    • NAID

      10031165755

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Development and aging of the human brain studied with brain Magnetic resonance image2012

    • Author(s)
      Fukuda H, et al
    • Journal Title

      Nano-Biomedical Engineering 2012

      Pages: 179-190

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Age-related changes in topological organization of structural brain networks in healthy individuals2011

    • Author(s)
      Wu K, Fukuda H, 10人,10番目
    • Journal Title

      Human Brain Mapping

      Volume: (In press) Issue: 3 Pages: 552-568

    • DOI

      10.1002/hbm.21232

    • Related Report
      2012 Annual Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Correlation between gray matter density-adjusted brain perfusion and age using brain MR images of 202 healthy children2011

    • Author(s)
      Taki Y, Fukuda H, 9人、8番目
    • Journal Title

      Human Brain Mapping

      Volume: 32 Issue: 11 Pages: 1973-1985

    • DOI

      10.1002/hbm.21163

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The overlapping community structure of structural brain network in young healthy individuals2011

    • Author(s)
      Wu K, Fukuda H, 10人,10番目
    • Journal Title

      PLoS ONE

      Volume: 6(5) Issue: 5 Pages: e19608-e19608

    • DOI

      10.1371/journal.pone.0019608

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Presentation] Overview of Japanese brain database project.2014

    • Author(s)
      Fukuda H
    • Organizer
      Sino-Japan International Workshop on Computational brain science: Theories and application
    • Place of Presentation
      華南理工大学、広州、中国
    • Year and Date
      2014-10-17
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] MRI based head surface mesh of young and old people for finite element analysis2013

    • Author(s)
      Sato K, Thyreau B, Yanaoka T, Kawashima R, Fukuda H.
    • Organizer
      Annual Meeting of the Organization of Human Brain Mapping 2013
    • Place of Presentation
      Seatle, USA
    • Year and Date
      2013-06-15 – 2013-06-20
    • Related Report
      2013 Annual Research Report
  • [Presentation] Relationship between educational level and longitudinal change in regional gray matter in healthy adults.2013

    • Author(s)
      Taki Y, Thyreau B, Kinomura S, Sato K, Goto R, Wu K, Kawashima R, Fukuda H
    • Organizer
      Annual Meeting of the Organization of Human Brain Mapping 2013
    • Place of Presentation
      Seatle, USA
    • Year and Date
      2013-06-15 – 2013-06-20
    • Related Report
      2013 Annual Research Report
  • [Presentation] Brain development and aging2013

    • Author(s)
      Taki Y
    • Organizer
      International Symposium on Computational Brain Science: Development and Aging of the Human Brain
    • Place of Presentation
      Sendai, Japan
    • Related Report
      2012 Annual Research Report
  • [Presentation] Development and aging of human brain networksstudied with multimodal MRI2013

    • Author(s)
      Wu K
    • Organizer
      International Symposium on Computational Brain Science: Development and Aging of the Human Brain
    • Place of Presentation
      Sendai, Japan
    • Related Report
      2012 Annual Research Report
  • [Presentation] Age-related differences in small-world functional brain networks in healthy children.2012

    • Author(s)
      Wu K
    • Organizer
      Annual Meeting of the Organization of Human Brain Mapping 2012
    • Place of Presentation
      Beijing、China
    • Related Report
      2012 Annual Research Report
  • [Presentation] Sleep duration during weekdays is associated with hippocampal gray matter volume in healthy children.2012

    • Author(s)
      Taki Y
    • Organizer
      第35回日本神経科学大会
    • Place of Presentation
      Nagoya,Japan
    • Related Report
      2012 Annual Research Report
  • [Presentation] 健常小児における磁化移動比と年齢との相関2012

    • Author(s)
      Taki Y
    • Organizer
      第48回日本医学放射線学会秋季臨床大会
    • Place of Presentation
      Nagasaki, Japan
    • Related Report
      2012 Annual Research Report
  • [Presentation] Development and aging of the human brain studied with brain magnetic resonance image (MRI) of healthy Japanese2011

    • Author(s)
      Fukuda H, et al
    • Organizer
      5^<th> East Pacific Student Workshop on Nano-Biomedical engineering
    • Place of Presentation
      Singapore
    • Related Report
      2011 Annual Research Report
  • [Book] Nano-Biomedical Engineering 20122012

    • Author(s)
      Yamaguchi T, ed
    • Total Pages
      660
    • Publisher
      Imperial College Press
    • Related Report
      2012 Annual Research Report

URL: 

Published: 2011-04-06   Modified: 2019-07-29  

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