Altered topological patterns of brain networks in mild cognitive impairment and Alzheimer's disease: A resting-state fMRI study

Psychiatry Research - Neuroimaging

Volumn 202, Issue 2, 2012, Pages 118-125

  Liu, Zhenyu ^a   Zhang, Yumei ^b   Yan, Hao ^c,d   Bai, Lijun ^a   Dai, Ruwei ^a   Wei, Wenjuan ^a   Zhong, Chongguang ^a   Xue, Ting ^c   Wang, Hu ^a   Feng, Yuanyuan ^a   You, Youbo ^a   Zhang, Xinghu ^b   Tian, Jie ^a,c  

^a INSTITUTE OF AUTOMATION   (China)

^b CAPITAL MEDICAL UNIVERSITY   (China)

^c XIDIAN UNIVERSITY   (China)

^d SHAANXI NORMAL UNIVERSITY   (China)

Author keywords

Alzheimer's disease; Functional MRI; Mild cognitive impairment; Nodal centrality; Small world network

Indexed keywords

ADULT; AGED; ALZHEIMER DISEASE; AMYGDALOID NUCLEUS; ARTICLE; CLINICAL ARTICLE; CONTROLLED STUDY; FEMALE; FRONTAL GYRUS; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; MALE; MILD COGNITIVE IMPAIRMENT; NEUROIMAGING; OCCIPITAL LOBE; PRIORITY JOURNAL; TEMPORAL LOBE;

ADULT; AGED; ALZHEIMER DISEASE; ANATOMY, REGIONAL; BRAIN; BRAIN MAPPING; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; MILD COGNITIVE IMPAIRMENT; MODELS, STATISTICAL; NEURAL PATHWAYS; OXYGEN;

EID: 84863864692     PISSN: 09254927     EISSN: 18727506     Source Type: Journal    
DOI: 10.1016/j.pscychresns.2012.03.002     Document Type: Article

References (41)

1. Achard S., Bullmore E. Efficiency and cost of economical brain functional networks. PLoS Computational Biology 2007, 3:e17.
2. Achard S., Salvador R., Whitcher B., Suckling J., Bullmore E. A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs. Journal of Neuroscience 2006, 26:63-72.
3. Agosta F., Rocca M.A., Pagani E., Absinta M., Magnani G., Marcone A., Falautano M., Comi G., Gorno-Tempini M.L., Filippi M. Sensorimotor network rewiring in mild cognitive impairment and Alzheimer's disease. Human Brain Mapping 2010, 31:515-525.
4. Albert R., Barabási A.-L. Statistical mechanics of complex networks. Reviews of Modern Physics 2002, 74:47-97.
5. Ashburner J., Friston K.J. Nonlinear spatial normalization using basis functions. Human Brain Mapping 1999, 7:254-266.
6. Bai F., Watson D.R., Yu H., Shi Y., Yuan Y., Zhang Z. Abnormal resting-state functional connectivity of posterior cingulate cortex in amnestic type mild cognitive impairment. Brain Research 2009, 1302:167-174.
7. Bassett D.S., Bullmore E. Small-world brain networks. The Neuroscientist 2006, 12:512-523.
8. Blennow K., de Leon M.J., Zetterberg H. Alzheimer's disease. Lancet 2006, 368:387-403.
9. Braak H., Braak E. Evolution of the neuropathology of Alzheimer's disease. Acta Neurologica Scandinavica. Supplementum 1996, 165:3-12.
10. Braak E., Griffing K., Arai K., Bohl J., Bratzke H., Braak H. Neuropathology of Alzheimer's disease: what is new since A. Alzheimer?. European Archives of Psychiatry and Clinical Neuroscience 1999, 249(Suppl. 3):14-22.
11. Bullmore E., Sporns O. Complex brain networks: graph theoretical analysis of structural and functional systems. Nature Reviews Neuroscience 2009, 10:186-198.
12. Chance S.A., Casanova M.F., Switala A.E., Crow T.J., Esiri M.M. Minicolumn thinning in temporal lobe association cortex but not primary auditory cortex in normal human ageing. Acta Neuropathologica 2006, 111:459-464.
13. Chetelat G., Desgranges B., De La Sayette V., Viader F., Eustache F., Baron J.C. Mapping gray matter loss with voxel-based morphometry in mild cognitive impairment. Neuroreport 2002, 13:1939-1943.
14. Chetelat G., Landeau B., Eustache F., Mezenge F., Viader F., de la Sayette V., Desgranges B., Baron J.C. Using voxel-based morphometry to map the structural changes associated with rapid conversion in MCI: a longitudinal MRI study. NeuroImage 2005, 27:934-946.
15. Delbeuck X., Van der Linden M., Collette F. Alzheimer's disease as a disconnection syndrome?. Neuropsychological Review 2003, 13:79-92.
16. Dickerson B.C., Sperling R.A. Neuroimaging biomarkers for clinical trials of disease-modifying therapies in Alzheimer's disease. NeuroRx 2005, 2:348-360.
17. Dickerson B.C., Salat D.H., Greve D.N., Chua E.F., Rand-Giovannetti E., Rentz D.M., Bertram L., Mullin K., Tanzi R.E., Blacker D., Albert M.S., Sperling R.A. Increased hippocampal activation in mild cognitive impairment compared to normal aging and AD. Neurology 2005, 65:404-411.
18. Fox M.D., Snyder A.Z., Vincent J.L., Corbetta M., Van Essen D.C., Raichle M.E. The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proceedings of the National Academy of Sciences of the United States of America 2005, 102:9673-9678.
19. Freeman L.C. A set of measures of centrality based on betweenness. Sociometry 1977, 40:35-41.
20. Gallo D.A., Foster K.T., Wong J.T., Bennett D.A. False recollection of emotional pictures in Alzheimer's disease. Neuropsychologia 2010, 48:3614-3618.
21. Genovese C.R., Lazar N.A., Nichols T. Thresholding of statistical maps in functional neuroimaging using the false discovery rate. NeuroImage 2002, 15:870-878.
22. Grady C.L., McIntosh A.R., Beig S., Keightley M.L., Burian H., Black S.E. Evidence from functional neuroimaging of a compensatory prefrontal network in Alzheimer's disease. Journal of Neuroscience 2003, 23:986-993.
23. He Y., Chen Z., Evans A. Structural insights into aberrant topological patterns of large-scale cortical networks in Alzheimer's disease. Journal of Neuroscience 2008, 28:4756-4766.
24. He Y., Chen Z., Gong G., Evans A. Neuronal networks in Alzheimer's disease. The Neuroscientist 2009, 15:333-350.
25. Jack C.R., Shiung M.M., Weigand S.D., O'Brien P.C., Gunter J.L., Boeve B.F., Knopman D.S., Smith G.E., Ivnik R.J., Tangalos E.G., Petersen R.C. Brain atrophy rates predict subsequent clinical conversion in normal elderly and amnestic MCI. Neurology 2005, 65:1227-1231.
26. Kaiser M., Hilgetag C.C. Nonoptimal component placement, but short processing paths, due to long-distance projections in neural systems. PLoS Computational Biology 2006, 2:e95.
27. Latora V., Marchiori M. Efficient behavior of small-world networks. Physiological Review Letters 2001, 87:198701.
28. Liu Y., Paajanen T., Zhang Y., Westman E., Wahlund L.O., Simmons A., Tunnard C., Sobow T., Mecocci P., Tsolaki M., Vellas B., Muehlboeck S., Evans A., Spenger C., Lovestone S., Soininen H. Analysis of regional MRI volumes and thicknesses as predictors of conversion from mild cognitive impairment to Alzheimer's disease. Neurobiology of Aging 2010, 31:1375-1385.
29. McKhann G., Drachman D., Folstein M., Katzman R., Price D., Stadlan E.M. Clinical diagnosis of Alzheimer's disease: report of the NINCDS-ADRDA work group under the auspices of Department of Health and Human Services Task Force on Alzheimer's Disease. Neurology 1984, 34:939-944.
30. Newman M.E.J. The structure and function of complex networks. SIAM Review 2003, 45:167-256.
31. Petersen R.C., Smith G.E., Waring S.C., Ivnik R.J., Tangalos E.G., Kokmen E. Mild cognitive impairment: clinical characterization and outcome. Archives of Neurology 1999, 56:303-308.
32. Petersen R.C., Doody R., Kurz A., Mohs R.C., Morris J.C., Rabins P.V., Ritchie K., Rossor M., Thal L., Winblad B. Current concepts in mild cognitive impairment. Archives of Neurology 2001, 58:1985-1992.
33. Qi Z., Wu X., Wang Z., Zhang N., Dong H., Yao L., Li K. Impairment and compensation coexist in amnestic MCI default mode network. NeuroImage 2010, 50:48-55.
34. Salvador R., Suckling J., Coleman M.R., Pickard J.D., Menon D., Bullmore E. Neurophysiological architecture of functional magnetic resonance images of human brain. Cerebral Cortex 2005, 15:1332-1342.
35. Sporns O., Zwi J.D. The small world of the cerebral cortex. Neuroinformatics 2004, 2:145-162.
36. Stam C.J., Jones B.F., Nolte G., Breakspear M., Scheltens P. Small-world networks and functional connectivity in Alzheimer's disease. Cerebral Cortex 2007, 17:92-99.
37. Thompson P.M., Apostolova L.G. Computational anatomical methods as applied to ageing and dementia. British Journal of Radiology 2007, 80(Spec No 2):S78-S91.
38. Tzourio-Mazoyer N., Landeau B., Papathanassiou D., Crivello F., Etard O., Delcroix N., Mazoyer B., Joliot M. Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. NeuroImage 2002, 15:273-289.
39. Wang L., Zang Y., He Y., Liang M., Zhang X., Tian L., Wu T., Jiang T., Li K. Changes in hippocampal connectivity in the early stages of Alzheimer's disease: evidence from resting state fMRI. NeuroImage 2006, 31:496-504.
40. Watts D.J., Strogatz S.H. Collective dynamics of 'small-world' networks. Nature 1998, 393:440-442.
41. Yao Z., Zhang Y., Lin L., Zhou Y., Xu C., Jiang T. Abnormal cortical networks in mild cognitive impairment and Alzheimer's disease. PLoS Computational Biology 2010, 6:e1001006.