Changes in Topological Organization of Functional PET Brain Network with Normal Aging
被引:48
作者:
Liu, Zhiliang
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, State Key Lab Modern Opt Instrumentat, Dept Opt Engn, Hangzhou 310003, Zhejiang, Peoples R ChinaZhejiang Univ, State Key Lab Modern Opt Instrumentat, Dept Opt Engn, Hangzhou 310003, Zhejiang, Peoples R China
Liu, Zhiliang
[1
]
Ke, Lining
论文数: 0引用数: 0
h-index: 0
机构:
Southern Med Univ, Inst Clin Anat, Sch Basic Med Sci, Guangzhou, Guangdong, Peoples R ChinaZhejiang Univ, State Key Lab Modern Opt Instrumentat, Dept Opt Engn, Hangzhou 310003, Zhejiang, Peoples R China
Ke, Lining
[2
]
Liu, Huafeng
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, State Key Lab Modern Opt Instrumentat, Dept Opt Engn, Hangzhou 310003, Zhejiang, Peoples R ChinaZhejiang Univ, State Key Lab Modern Opt Instrumentat, Dept Opt Engn, Hangzhou 310003, Zhejiang, Peoples R China
Liu, Huafeng
[1
]
Huang, Wenhua
论文数: 0引用数: 0
h-index: 0
机构:
Southern Med Univ, Inst Clin Anat, Sch Basic Med Sci, Guangzhou, Guangdong, Peoples R ChinaZhejiang Univ, State Key Lab Modern Opt Instrumentat, Dept Opt Engn, Hangzhou 310003, Zhejiang, Peoples R China
Huang, Wenhua
[2
]
Hu, Zhenghui
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, State Key Lab Modern Opt Instrumentat, Dept Opt Engn, Hangzhou 310003, Zhejiang, Peoples R ChinaZhejiang Univ, State Key Lab Modern Opt Instrumentat, Dept Opt Engn, Hangzhou 310003, Zhejiang, Peoples R China
Hu, Zhenghui
[1
]
机构:
[1] Zhejiang Univ, State Key Lab Modern Opt Instrumentat, Dept Opt Engn, Hangzhou 310003, Zhejiang, Peoples R China
[2] Southern Med Univ, Inst Clin Anat, Sch Basic Med Sci, Guangzhou, Guangdong, Peoples R China
Recent studies about brain network have suggested that normal aging is associated with alterations in coordinated patterns of the large-scale brain functional and structural systems. However, age-related changes in functional networks constructed via positron emission tomography (PET) data are still barely understood. Here, we constructed functional brain networks composed of 90 regions in younger (mean age = 36:5 years) and older (mean age = 56:3 years) age groups with PET data. 113 younger and 110 older healthy individuals were separately selected for two age groups, from a physical examination database. Corresponding brain functional networks of the two groups were constructed by thresholding average cerebral glucose metabolism correlation matrices of 90 regions and analysed using graph theoretical approaches. Although both groups showed normal small-world architecture in the PET networks, increased clustering and decreased efficiency were found in older subjects, implying a degeneration process that brain system shifts from a small-world network to regular one along with normal aging. Moreover, normal senescence was related to changed nodal centralities predominantly in association and paralimbic cortex regions, e.g. increasing in orbitofrontal cortex (middle) and decreasing in left hippocampus. Additionally, the older networks were about equally as robust to random failures as younger counterpart, but more vulnerable against targeted attacks. Finally, methods in the construction of the PET networks revealed reasonable robustness. Our findings enhanced the understanding about the topological principles of PET networks and changes related to normal aging.
机构:
Washington Univ, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
Fair, Damien A.
;
Cohen, Alexander L.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Radiol, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
Cohen, Alexander L.
;
Dosenbach, Nico U. F.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Radiol, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
Dosenbach, Nico U. F.
;
Church, Jessica A.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
Church, Jessica A.
;
Miezin, Francis M.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Dept Radiol, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
Miezin, Francis M.
;
Barch, Deanna M.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Radiol, St Louis, MO 63110 USA
Washington Univ, Dept Psychol, St Louis, MO 63110 USA
Washington Univ, Dept Psychiat, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
Barch, Deanna M.
;
Raichle, Marcus E.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Dept Radiol, St Louis, MO 63110 USA
Washington Univ, Dept Anat & Neurobiol, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
Raichle, Marcus E.
;
Petersen, Steven E.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Dept Radiol, St Louis, MO 63110 USA
Washington Univ, Dept Psychol, St Louis, MO 63110 USA
Washington Univ, Dept Anat & Neurobiol, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
Petersen, Steven E.
;
Schlaggar, Bradley L.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Dept Radiol, St Louis, MO 63110 USA
Washington Univ, Dept Anat & Neurobiol, St Louis, MO 63110 USA
Washington Univ, Dept Pediat, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
机构:
Oregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USAOregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA
Fair, Damien A.
;
Cohen, Alexander L.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAOregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA
Cohen, Alexander L.
;
Power, Jonathan D.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAOregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA
Power, Jonathan D.
;
Dosenbach, Nico U. F.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAOregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA
Dosenbach, Nico U. F.
;
Church, Jessica A.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAOregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA
Church, Jessica A.
;
Miezin, Francis M.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Sch Med, Dept Radiol, St Louis, MO 63110 USAOregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA
Miezin, Francis M.
;
Schlaggar, Bradley L.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAOregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA
Schlaggar, Bradley L.
;
Petersen, Steven E.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, McDonnell Ctr Higher Brain Funct, St Louis, MO USAOregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA
机构:
Washington Univ, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
Fair, Damien A.
;
Cohen, Alexander L.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Radiol, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
Cohen, Alexander L.
;
Dosenbach, Nico U. F.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Radiol, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
Dosenbach, Nico U. F.
;
Church, Jessica A.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Neurol, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
Church, Jessica A.
;
Miezin, Francis M.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Dept Radiol, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
Miezin, Francis M.
;
Barch, Deanna M.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Radiol, St Louis, MO 63110 USA
Washington Univ, Dept Psychol, St Louis, MO 63110 USA
Washington Univ, Dept Psychiat, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
Barch, Deanna M.
;
Raichle, Marcus E.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Dept Radiol, St Louis, MO 63110 USA
Washington Univ, Dept Anat & Neurobiol, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
Raichle, Marcus E.
;
Petersen, Steven E.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Dept Radiol, St Louis, MO 63110 USA
Washington Univ, Dept Psychol, St Louis, MO 63110 USA
Washington Univ, Dept Anat & Neurobiol, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
Petersen, Steven E.
;
Schlaggar, Bradley L.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Dept Radiol, St Louis, MO 63110 USA
Washington Univ, Dept Anat & Neurobiol, St Louis, MO 63110 USA
Washington Univ, Dept Pediat, St Louis, MO 63110 USAWashington Univ, Dept Neurol, St Louis, MO 63110 USA
机构:
Oregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USAOregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA
Fair, Damien A.
;
Cohen, Alexander L.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAOregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA
Cohen, Alexander L.
;
Power, Jonathan D.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAOregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA
Power, Jonathan D.
;
Dosenbach, Nico U. F.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAOregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA
Dosenbach, Nico U. F.
;
Church, Jessica A.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAOregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA
Church, Jessica A.
;
Miezin, Francis M.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
Washington Univ, Sch Med, Dept Radiol, St Louis, MO 63110 USAOregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA
Miezin, Francis M.
;
Schlaggar, Bradley L.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USAOregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA
Schlaggar, Bradley L.
;
Petersen, Steven E.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, McDonnell Ctr Higher Brain Funct, St Louis, MO USAOregon Hlth & Sci Univ, Dept Behav Neurosci, Portland, OR 97201 USA