Effects of Age on the Structure of Functional Connectivity Networks During Episodic and Working Memory Demand

被引:22
作者
Matthaeus, Franziska [1 ]
Schmidt, Jan-Philip [2 ]
Banerjee, Anirban [3 ,4 ,5 ]
Schulze, Thomas G. [6 ]
Demirakca, Traute [7 ]
Diener, Carsten [8 ]
机构
[1] Heidelberg Univ, Ctr Modeling & Simulat Biosci BIOMS, Neuenheimer Feld 267, D-69120 Heidelberg, Germany
[2] Heidelberg Univ, Inst Appl Math, Heidelberg, Germany
[3] Max Planck Inst Mol Genet, Dept Computat Mol Biol, Berlin, Germany
[4] Indian Inst Sci Educ & Res Kolkata, Dept Math & Stat, Mohanpur, India
[5] Indian Inst Sci Educ & Res Kolkata, Dept Biol Sci, Mohanpur, India
[6] Georg August Univ, Univ Med Ctr, Dept Psychiat & Psychotherapy, Gottingen, Germany
[7] Heidelberg Univ, Med Fac Mannheim, Cent Inst Mental Hlth, Dept Neuroimaging, Mannheim, Germany
[8] Heidelberg Univ, Med Fac Mannheim, Cent Inst Mental Hlth, Dept Cognit & Clin Neurosci, Mannheim, Germany
关键词
age; episodic memory; functional connectivity; network analysis; working memory;
D O I
10.1089/brain.2012.0077
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The aim of the study was to investigate age-related differences in large-scale functional connectivity networks during episodic and working memory challenge. A graph theoretical approach was used providing an exhaustive set of topological measures to quantify age-related differences in the network structure on various scales. In a single session, 10 young (22-30 years) and 10 senior (62-77 years) subjects performed an episodic and a working memory task during functional magnetic resonance imaging. Networks of functional connectivity were constructed by correlating the blood oxygenation level-dependent (BOLD) signal for every pair of voxels. Statistical network parameters yield a global characterization of the network topology, the quantification of the importance of specific regions, and shifts in local connectivity. An age-related increase in the density and size of the networks and loss of small-worldness was observed, related to an expanded distribution of brain activity during both memory demands in seniors, and a more specific and localized activity in young subjects. In addition, we found highly symmetrical neural networks in young subjects accompanied by a strong coupling between parietal and occipital regions. In contrast, seniors showed pronounced left-hemispheric asymmetry with decreased connectivity within occipital areas, but increased connectivity within parietal areas. Moreover, seniors engaged an additional frontal network strongly connected to parietal areas. In contrast to young subjects, seniors showed an almost identical structure of network connectivity during both memory tasks. The chosen network approach is explorative and hypothesis-free. Our results extend seed-based and BOLD-signal intensity focused studies, and support present hypotheses like compensation and dedifferentiation.
引用
收藏
页码:113 / 124
页数:12
相关论文
共 74 条
[1]   Efficiency and cost of economical brain functional networks [J].
Achard, Sophie ;
Bullmore, Edward T. .
PLOS COMPUTATIONAL BIOLOGY, 2007, 3 (02) :174-183
[2]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[3]   EFFECTS OF INCREASED PROCESSING DEMANDS ON AGE-DIFFERENCES IN WORKING MEMORY [J].
BABCOCK, RL ;
SALTHOUSE, TA .
PSYCHOLOGY AND AGING, 1990, 5 (03) :421-428
[4]   Working memory [J].
Baddeley, Alan .
CURRENT BIOLOGY, 2010, 20 (04) :R136-R140
[5]   Hierarchical organization of human cortical networks in health and schizophrenia [J].
Bassett, Danielle S. ;
Bullmore, Edward T. ;
Verchinski, Beth A. ;
Mattay, Venkata S. ;
Weinberger, Daniel R. ;
Meyer-Lindenberg, Andreas .
JOURNAL OF NEUROSCIENCE, 2008, 28 (37) :9239-9248
[6]   Patterns of brain activation in people at risk for Alzheimer's disease [J].
Bookheimer, SY ;
Strojwas, MH ;
Cohen, MS ;
Saunders, AM ;
Pericak-Vance, MA ;
Mazziotta, JC ;
Small, GW .
NEW ENGLAND JOURNAL OF MEDICINE, 2000, 343 (07) :450-456
[7]   The problem of functional localization in the human brain [J].
Brett, M ;
Johnsrude, IS ;
Owen, AM .
NATURE REVIEWS NEUROSCIENCE, 2002, 3 (03) :243-249
[8]   Cortical Hubs Revealed by Intrinsic Functional Connectivity: Mapping, Assessment of Stability, and Relation to Alzheimer's Disease [J].
Buckner, Randy L. ;
Sepulcre, Jorge ;
Talukdar, Tanveer ;
Krienen, Fenna M. ;
Liu, Hesheng ;
Hedden, Trey ;
Andrews-Hanna, Jessica R. ;
Sperling, Reisa A. ;
Johnson, Keith A. .
JOURNAL OF NEUROSCIENCE, 2009, 29 (06) :1860-1873
[9]   Complex brain networks: graph theoretical analysis of structural and functional systems [J].
Bullmore, Edward T. ;
Sporns, Olaf .
NATURE REVIEWS NEUROSCIENCE, 2009, 10 (03) :186-198
[10]   Common and unique neural activations in autobiographical, episodic, and semantic retrieval [J].
Burianova, Hana ;
Grady, Cheryl L. .
JOURNAL OF COGNITIVE NEUROSCIENCE, 2007, 19 (09) :1520-1534