Discrete Neuroanatomical Networks Are Associated with Specific Cognitive Abilities in Old Age

被引:177
作者
Wen, Wei [1 ,3 ]
Zhu, Wanlin [1 ,3 ]
He, Yong [4 ]
Kochan, Nicole A. [1 ,3 ]
Reppermund, Simone [1 ]
Slavin, Melissa J. [1 ]
Brodaty, Henry [1 ,2 ]
Crawford, John [1 ,3 ]
Xia, Aihua [5 ]
Sachdev, Perminder [1 ,3 ]
机构
[1] Univ New S Wales, Sch Psychiat, Sydney, NSW 2052, Australia
[2] Prince Wales Hosp, Acad Dept Old Age Psychiat, Randwick, NSW 2031, Australia
[3] Prince Wales Hosp, Inst Neuropsychiat, Randwick, NSW 2031, Australia
[4] Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
[5] Univ Melbourne, Dept Math & Stat, Melbourne, Vic 3010, Australia
基金
澳大利亚研究理事会; 英国医学研究理事会;
关键词
HUMAN CEREBRAL-CORTEX; WHITE-MATTER; EXECUTIVE FUNCTION; CORTICAL NETWORKS; PROCESSING-SPEED; WORKING-MEMORY; BRAIN; MRI; CONNECTIVITY; HIPPOCAMPUS;
D O I
10.1523/JNEUROSCI.4085-10.2011
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
There have been many attempts at explaining age-related cognitive decline on the basis of regional brain changes, with the usual but inconsistent findings being that smaller gray matter volumes in certain brain regions predict worse cognitive performance in specific domains. Additionally, compromised white matter integrity, as suggested by white matter hyperintensities or decreased regional white matter fractional anisotropy, has an adverse impact on cognitive functions. The human brain is, however, a network and it may be more appropriate to relate cognitive functions to properties of the network rather than specific brain regions. We report on graph theory-based analyses of diffusion tensor imaging tract-derived connectivity in a sample of 342 healthy individuals aged 72-92 years. The cognitive domains included processing speed, memory, language, visuospatial, and executive functions. We examined the association of these cognitive assessments with both the connectivity of the whole brain network and individual cortical regions. We found that the efficiency of the whole brain network of cortical fiber connections had an influence on processing speed and visuospatial and executive functions. Correlations between connectivity of specific regions and cognitive assessments were also observed, e. g., stronger connectivity in regions such as superior frontal gyrus and posterior cingulate cortex were associated with better executive function. Similar to the relationship between regional connectivity efficiency and age, greater processing speed was significantly correlated with better connectivity of nearly all the cortical regions. For the first time, regional anatomical connectivity maps related to processing speed and visuospatial and executive functions in the elderly are identified.
引用
收藏
页码:1204 / 1212
页数:9
相关论文
共 68 条
  • [1] Efficiency and cost of economical brain functional networks
    Achard, Sophie
    Bullmore, Edward T.
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2007, 3 (02) : 174 - 183
  • [2] [Anonymous], 1981, Wechsler Adult Intelligence Scale-Revised
  • [3] [Anonymous], CEREB CORTEX, V28, P2351, DOI [DOI 10.1093/CERCOR/BHH197, DOI 10.1093/CERCOR/BHQ111, 10.1093/cercor/bhv193]
  • [4] 3D mapping of language networks in clinical and pre-clinical Alzheimer's disease
    Apostolova, Liana G.
    Lu, Po
    Rogers, Steve
    Dutton, Rebecca A.
    Hayashi, Kiralee M.
    Toga, Arthur W.
    Cummings, Jeffrey L.
    Thompson, Paul M.
    [J]. BRAIN AND LANGUAGE, 2008, 104 (01) : 33 - 41
  • [5] Hierarchical organization of human cortical networks in health and schizophrenia
    Bassett, Danielle S.
    Bullmore, Edward T.
    Verchinski, Beth A.
    Mattay, Venkata S.
    Weinberger, Daniel R.
    Meyer-Lindenberg, Andreas
    [J]. JOURNAL OF NEUROSCIENCE, 2008, 28 (37) : 9239 - 9248
  • [6] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [7] Benton AL, 1996, BENTON TEST
  • [8] Memory and executive function in aging and AD: Multiple factors that cause decline and reserve factors that compensate
    Buckner, RL
    [J]. NEURON, 2004, 44 (01) : 195 - 208
  • [9] Complex brain networks: graph theoretical analysis of structural and functional systems
    Bullmore, Edward T.
    Sporns, Olaf
    [J]. NATURE REVIEWS NEUROSCIENCE, 2009, 10 (03) : 186 - 198
  • [10] Prevalence, incidence, and risk factors of lacunar infarcts in a community sample
    Chen, Xiaohua
    Wen, Wei
    Anstey, Kaarin J.
    Sachdev, Perminder S.
    [J]. NEUROLOGY, 2009, 73 (04) : 266 - 272