메뉴 건너뛰기




Volumn 10, Issue 4, 2015, Pages

Directed network motifs in Alzheimer's disease and mild cognitive impairment

Author keywords

[No Author keywords available]

Indexed keywords

AGED; ALZHEIMER DISEASE; ARTICLE; BRAIN REGION; CONNECTOME; CONTROLLED STUDY; CORTICAL THICKNESS (BRAIN); DIRECTED NETWORK MOTIF; DISEASE COURSE; ENTROPY; FEMALE; HUMAN; MAJOR CLINICAL STUDY; MALE; MILD COGNITIVE IMPAIRMENT; NEUROANATOMY; NEUROPATHOLOGY; NUCLEAR MAGNETIC RESONANCE IMAGING; BRAIN; BRAIN CORTEX; BRAIN MAPPING; CASE CONTROL STUDY; COGNITIVE DEFECT; COMPARATIVE STUDY; COMPUTER ASSISTED DIAGNOSIS; COMPUTER SIMULATION; NERVE CELL NETWORK; NERVE TRACT; PATHOLOGY; PROCEDURES;

EID: 84928104165     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0124453     Document Type: Article
Times cited : (15)

References (39)
  • 1
    • 79952069440 scopus 로고    scopus 로고
    • Boston: MIT Press. Available: Accessed 2014 Sept 29
    • Sporns O (2010) Networks of the Brain. Boston: MIT Press. Available: http://books.google.com/books?hl=en&lr=&id=v1DBKE7-UrYC&pgis=1. Accessed 2014 Sept 29.
    • (2010) Networks of the Brain
    • Sporns, O.1
  • 2
    • 60549103853 scopus 로고    scopus 로고
    • Complex brain networks: Graph theoretical analysis of structural and functional systems
    • Available: PMID: 19190637
    • Bullmore E, Sporns O (2009) Complex brain networks: graph theoretical analysis of structural and functional systems. Nat Rev Neurosci 10: 186-198. Available: http://www.ncbi.nlm.nih.gov/pubmed/19190637. doi: 10.1038/nrn2575 PMID: 19190637
    • (2009) Nat Rev Neurosci , vol.10 , pp. 186-198
    • Bullmore, E.1    Sporns, O.2
  • 3
    • 84927566224 scopus 로고    scopus 로고
    • Directed progression brain networks in Alzheimer's disease: Properties and classification
    • Available: Accessed 2014 Sept 15. PMID: 24901258
    • Friedman EJ, Young K, Asif D, Jutla I, Liang M, et al. (2014) Directed progression brain networks in Alzheimer's disease: properties and classification. Brain Connect 4: 384-393. Available: http://online.liebertpub.com/doi/abs/10.1089/brain.2014.0235. Accessed 2014 Sept 15. doi: 10.1089/brain.2014.0235 PMID: 24901258
    • (2014) Brain Connect , vol.4 , pp. 384-393
    • Friedman, E.J.1    Young, K.2    Asif, D.3    Jutla, I.4    Liang, M.5
  • 4
    • 34548837501 scopus 로고    scopus 로고
    • Small-world anatomical networks in the human brain revealed by cortical thickness from MRI
    • Available: Accessed 2014 July PMID: 17204824 13
    • He Y, Chen ZJ, Evans AC (2007) Small-world anatomical networks in the human brain revealed by cortical thickness from MRI. Cereb Cortex 17: 2407-2419. Available: http://www.ncbi.nlm.nih.gov/pubmed/17204824. Accessed 2014 July 13. PMID: 17204824
    • (2007) Cereb Cortex , vol.17 , pp. 2407-2419
    • He, Y.1    Chen, Z.J.2    Evans, A.C.3
  • 5
    • 84975848381 scopus 로고    scopus 로고
    • Test-retest reliability of computational network measurements derived from the structural connectome of the human brain
    • Available: Accessed 2014 Sept 26
    • Owen JP, Ziv E, Bukshpun P, Pojman N, Wakahiro M, et al. (2013) Test-retest reliability of computational network measurements derived from the structural connectome of the human brain. Brain . . . 3: 160-176. Available: http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=3634151&tool=pmcentrez&rendertype=abstract. Accessed 2014 Sept 26.
    • (2013) Brain , vol.3 , pp. 160-176
    • Owen, J.P.1    Ziv, E.2    Bukshpun, P.3    Pojman, N.4    Wakahiro, M.5
  • 6
    • 84907022097 scopus 로고    scopus 로고
    • Stochastic Geometric Network Models for Groups of Functional and Structural Connectomes
    • Available: Accessed 2014 Sept 26
    • Friedman E, Landsberg A, Owen J (2014) Stochastic Geometric Network Models for Groups of Functional and Structural Connectomes. Neuroimage. Available: http://www.sciencedirect.com/science/article/pii/S1053811914006223. Accessed 2014 Sept 26.
    • (2014) Neuroimage
    • Friedman, E.1    Landsberg, A.2    Owen, J.3
  • 7
    • 0036578795 scopus 로고    scopus 로고
    • Network motifs in the transcriptional regulation network of Escherichia coli
    • PMID: 11967538
    • Shen-Orr SS, Milo R, Mangan S, Alon U (2002) Network motifs in the transcriptional regulation network of Escherichia coli. Nat Genet 31: 64-68. doi: 10.1038/ng881 PMID: 11967538
    • (2002) Nat Genet , vol.31 , pp. 64-68
    • Shen-Orr, S.S.1    Milo, R.2    Mangan, S.3    Alon, U.4
  • 8
    • 0037174670 scopus 로고    scopus 로고
    • Network motifs: Simple building blocks of complex networks
    • PMID: 12399590
    • Milo R, Shen-Orr S, Itzkovitz S, Kashtan N, Chklovskii D, et al. (2002) Network motifs: simple building blocks of complex networks. Science 298: 824-827. doi: 10.1126/science.298.5594.824 PMID: 12399590
    • (2002) Science , vol.298 , pp. 824-827
    • Milo, R.1    Shen-Orr, S.2    Itzkovitz, S.3    Kashtan, N.4    Chklovskii, D.5
  • 9
    • 13844284450 scopus 로고    scopus 로고
    • Motifs in Brain Networks
    • Sporns O, Kötter R (2004) Motifs in Brain Networks. PLoS Biol 2. doi: 10.1371/journal.pbio.0020369
    • (2004) PLoS Biol , vol.2
    • Sporns, O.1    Kötter, R.2
  • 10
    • 33845909323 scopus 로고    scopus 로고
    • Small worlds inside big brains
    • PMID: 17159140
    • Sporns O, Honey CJ (2006) Small worlds inside big brains. Proc Natl Acad Sci U S A 103: 19219-19220. doi: 10.1073/pnas.0609523103 PMID: 17159140
    • (2006) Proc Natl Acad Sci U S A , vol.103 , pp. 19219-19220
    • Sporns, O.1    Honey, C.J.2
  • 11
    • 51349155884 scopus 로고    scopus 로고
    • Functions of neuronal network motifs
    • Li C (2008) Functions of neuronal network motifs. Phys Rev E 78. doi: 10.1103/PhysRevE.78.037101
    • (2008) Phys Rev E , vol.78
    • Li, C.1
  • 12
    • 67650931832 scopus 로고    scopus 로고
    • Stochastic and coherence resonance in feed-forward-loop neuronal network motifs
    • Guo D, Li C (2009) Stochastic and coherence resonance in feed-forward-loop neuronal network motifs. Phys Rev E - Stat Nonlinear, Soft Matter Phys 79. doi: 10.1103/PhysRevE.79.051921
    • (2009) Phys Rev E - Stat Nonlinear, Soft Matter Phys , vol.79
    • Guo, D.1    Li, C.2
  • 13
    • 84864144762 scopus 로고    scopus 로고
    • Mapping the alzheimer's brain with connectomics
    • PMID: 22347866
    • Xie T, He Y (2012) Mapping the alzheimer's brain with connectomics. Front Psychiatry 2. doi: 10.3389/fpsyt.2011.00077 PMID: 22347866
    • (2012) Front Psychiatry , vol.2
    • Xie, T.1    He, Y.2
  • 14
    • 0002408684 scopus 로고
    • On Measures of Entropy and Information
    • Contributions to the Theory of Statistics. The Regents of the University of California. Available: Accessed 2014 Sept 29
    • Rényi A (1961) On Measures of Entropy and Information. Proceedings of the Fourth Berkeley Symposium on Mathematical Statistics and Probability, Volume 1: Contributions to the Theory of Statistics. The Regents of the University of California. Available: http://projecteuclid.org/euclid.bsmsp/1200512181. Accessed 2014 Sept 29.
    • (1961) Proceedings of the Fourth Berkeley Symposium on Mathematical Statistics and Probability , vol.1
    • Rényi, A.1
  • 15
    • 84862997809 scopus 로고    scopus 로고
    • FreeSurfer
    • PMID: 22248573
    • Fischl B (2012) FreeSurfer. Neuroimage 62: 774-781. doi: 10.1016/j.neuroimage.2012.01.021 PMID: 22248573
    • (2012) Neuroimage , vol.62 , pp. 774-781
    • Fischl, B.1
  • 16
    • 84861414424 scopus 로고    scopus 로고
    • Within-subject template estimation for unbiased longitudinal image analysis
    • PMID: 22430496
    • Reuter M, Schmansky NJ, Rosas HD, Fischl B (2012) Within-subject template estimation for unbiased longitudinal image analysis. Neuroimage 61: 1402-1418. doi: 10.1016/j.neuroimage.2012.02.084 PMID: 22430496
    • (2012) Neuroimage , vol.61 , pp. 1402-1418
    • Reuter, M.1    Schmansky, N.J.2    Rosas, H.D.3    Fischl, B.4
  • 17
    • 4544335597 scopus 로고    scopus 로고
    • Mild cognitive impairment as a diagnostic entity
    • PMID: 15324362
    • Petersen RC (2004) Mild cognitive impairment as a diagnostic entity. Journal of Internal Medicine. Vol. 256. pp. 183-194. doi: 10.1111/j.1365-2796.2004.01388.x PMID: 15324362
    • (2004) Journal of Internal Medicine , vol.256 , pp. 183-194
    • Petersen, R.C.1
  • 18
    • 41949137974 scopus 로고    scopus 로고
    • The Alzheimer's Disease Neuroimaging Initiative (ADNI): MRI methods
    • Available: Accessed 2014 Aug 23 PMID: 18302232
    • Jack CR, Bernstein MA, Fox NC, Thompson P, Alexander G, et al. (2008) The Alzheimer's Disease Neuroimaging Initiative (ADNI): MRI methods. J Magn Reson Imaging 27: 685-691. Available: http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=2544629&tool=pmcentrez&rendertype=abstract. Accessed 2014 Aug 23. doi: 10.1002/jmri.21049 PMID: 18302232
    • (2008) J Magn Reson Imaging , vol.27 , pp. 685-691
    • Jack, C.R.1    Bernstein, M.A.2    Fox, N.C.3    Thompson, P.4    Alexander, G.5
  • 19
    • 82755161873 scopus 로고    scopus 로고
    • Discriminant analysis of longitudinal cortical thickness changes in Alzheimer's disease using dynamic and network features
    • Li Y, Wang Y, Wu G, Shi F, Zhou L, et al. (2012) Discriminant analysis of longitudinal cortical thickness changes in Alzheimer's disease using dynamic and network features. Neurobiol Aging 33. doi: 10.1016/j.neurobiolaging.2010.11.008
    • (2012) Neurobiol Aging , vol.33
    • Li, Y.1    Wang, Y.2    Wu, G.3    Shi, F.4    Zhou, L.5
  • 20
    • 44649118754 scopus 로고    scopus 로고
    • Structural insights into aberrant topological patterns of large-scale cortical networks in Alzheimer's disease
    • PMID: 18448652
    • He Y, Chen Z, Evans A (2008) Structural insights into aberrant topological patterns of large-scale cortical networks in Alzheimer's disease. J Neurosci 28: 4756-4766. doi: 10.1523/JNEUROSCI.0141-08.2008 PMID: 18448652
    • (2008) J Neurosci , vol.28 , pp. 4756-4766
    • He, Y.1    Chen, Z.2    Evans, A.3
  • 21
    • 68949098594 scopus 로고    scopus 로고
    • Neuronal networks in Alzheimer's disease
    • PMID: 19458383
    • He Y, Chen Z, Gong G, Evans A (2009) Neuronal networks in Alzheimer's disease. Neuroscientist 15: 333-350. doi: 10.1177/1073858409334423 PMID: 19458383
    • (2009) Neuroscientist , vol.15 , pp. 333-350
    • He, Y.1    Chen, Z.2    Gong, G.3    Evans, A.4
  • 22
    • 33744924504 scopus 로고    scopus 로고
    • Small-world connectivity, motif composition, and complexity of fractal neuronal connections
    • PMID: 16757100
    • Sporns O (2006) Small-world connectivity, motif composition, and complexity of fractal neuronal connections. BioSystems 85: 55-64. doi: 10.1016/j.biosystems.2006.02.008 PMID: 16757100
    • (2006) BioSystems , vol.85 , pp. 55-64
    • Sporns, O.1
  • 23
    • 70449631149 scopus 로고    scopus 로고
    • Kavosh: A new algorithm for finding network motifs
    • Available: papers2://publication/doi/10.1186/1471-2105-10-318. PMID: 19799800
    • Razaghi Moghadam Kashani Z, Ahrabian H, Elahi E, Nowzari-Dalini A, Saberi Ansari E, et al. (2009) Kavosh: a new algorithm for finding network motifs. BMC Bioinformatics 10: 318. Available: papers2://publication/doi/10.1186/1471-2105-10-318. doi: 10.1186/1471-2105-10-318 PMID: 19799800
    • (2009) BMC Bioinformatics , vol.10 , pp. 318
    • Razaghi Moghadam Kashani, Z.1    Ahrabian, H.2    Elahi, E.3    Nowzari-Dalini, A.4    Saberi Ansari, E.5
  • 24
    • 0000544704 scopus 로고
    • On the evolution of random graphs
    • Available: Accessed 2014 Sept 29
    • Erdos P, Rényi A (1961) On the evolution of random graphs. Bull Inst Internat Stat. Available: http://scholar.google.com/scholar?q=erdos+renyi&hl=en&as-sdt=0,5&as-ylo=1959&as-yhi=1961#1. Accessed 2014 Sept 29.
    • (1961) Bull Inst Internat Stat
    • Erdos, P.1    Rényi, A.2
  • 25
    • 0035420732 scopus 로고    scopus 로고
    • Random graphs with arbitrary degree distributions and their applications
    • PMID: 11497662
    • Newman ME, Strogatz SH, Watts DJ (2001) Random graphs with arbitrary degree distributions and their applications. Phys Rev E Stat Nonlin Soft Matter Phys 64: 026118. doi: 10.1103/PhysRevE.64.026118 PMID: 11497662
    • (2001) Phys Rev E Stat Nonlin Soft Matter Phys , vol.64 , pp. 026118
    • Newman, M.E.1    Strogatz, S.H.2    Watts, D.J.3
  • 27
    • 0028931857 scopus 로고
    • Multiple significance tests: The Bonferroni method
    • Available: Accessed 2014 Sept 28 PMID: 7833759
    • Bland JM, Altman DG (1995) Multiple significance tests: the Bonferroni method. BMJ 310: 170. Available: http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=2548561&tool=pmcentrez&rendertype=abstract. Accessed 2014 Sept 28. PMID: 7833759
    • (1995) BMJ , vol.310 , pp. 170
    • Bland, J.M.1    Altman, D.G.2
  • 28
    • 0042512345 scopus 로고    scopus 로고
    • Mild cognitive impairment: Prevalence, prognosis, aetiology, and treatment
    • PMID: 12849297
    • DeCarli C (2003) Mild cognitive impairment: Prevalence, prognosis, aetiology, and treatment. Lancet Neurol 2: 15-21. doi: 10.1016/S1474-4422(03)00262-X PMID: 12849297
    • (2003) Lancet Neurol , vol.2 , pp. 15-21
    • DeCarli, C.1
  • 29
    • 0001677717 scopus 로고
    • Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
    • Available
    • Benjamini Y, Hochberg Y (1995) Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing. J R Stat Soc Ser B 57: 289-300. Available: http://www.jstor.org/stable/2346101.
    • (1995) J R Stat Soc Ser B , vol.57 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 30
    • 27144515872 scopus 로고    scopus 로고
    • Brain atrophy rates predict subsequent clinical conversion in normal elderly and amnestic MCI
    • Available: Accessed 2014 Sept 29. PMID: 16247049
    • Jack CR, Shiung MM, Weigand SD, O'Brien PC, Gunter JL, et al. (2005) Brain atrophy rates predict subsequent clinical conversion in normal elderly and amnestic MCI. Neurology 65: 1227-1231. Available: http://www.neurology.org/content/65/8/1227.short. Accessed 2014 Sept 29. PMID: 16247049
    • (2005) Neurology , vol.65 , pp. 1227-1231
    • Jack, C.R.1    Shiung, M.M.2    Weigand, S.D.3    O'Brien, P.C.4    Gunter, J.L.5
  • 31
    • 84870004031 scopus 로고    scopus 로고
    • Where, when, and in what form does sporadic Alzheimer's disease begin?
    • Available: PMID: 23160422
    • Braak H, Del Tredici K (2012) Where, when, and in what form does sporadic Alzheimer's disease begin? Curr Opin Neurol 25: 708-714. Available: http://www.ncbi.nlm.nih.gov/pubmed/23160422. doi: 10.1097/WCO.0b013e32835a3432 PMID: 23160422
    • (2012) Curr Opin Neurol , vol.25 , pp. 708-714
    • Braak, H.1    Del Tredici, K.2
  • 32
    • 33750361022 scopus 로고    scopus 로고
    • Aging of the brain, entropy, and Alzheimer disease
    • PMID: 17060558
    • Drachman DA (2006) Aging of the brain, entropy, and Alzheimer disease. Neurology 67: 1340-1352. doi: 10.1212/01.wnl.0000240127.89601.83 PMID: 17060558
    • (2006) Neurology , vol.67 , pp. 1340-1352
    • Drachman, D.A.1
  • 33
    • 84943987463 scopus 로고
    • Multiple Comparisons Among Means
    • Dunn OJ (1961) Multiple Comparisons Among Means. J Am Stat Assoc 56: 52-64. doi: 10.2307/2282330
    • (1961) J Am Stat Assoc , vol.56 , pp. 52-64
    • Dunn, O.J.1
  • 34
    • 84885973796 scopus 로고    scopus 로고
    • Progressive supranuclear palsy and corticobasal degeneration
    • Dickson DW, Weller RO, editors. Oxford: Wiley-Blackwell. Available: Accessed 2014 Sept 29
    • Dickson D, Hauw J (2011) Progressive supranuclear palsy and corticobasal degeneration. In: Dickson DW, Weller RO, editors. Neurodegeneration: The Molecular Pathology of Dementia and Movement Disorders. Oxford: Wiley-Blackwell. Available: http://books.google.com/books?hl=en&lr=&id=wnbLuXCOfFUC&oi=fnd&pg=PA135&dq=8.Dickson,+Dennis+W.,+Jean-Jaques+Hauw,+Yves+Agid,+and+Irene+Litvan&ots=l6W-CpohaW&sig=v4g5q2vJ7LBWH-P-iPeuUbOdfD0. Accessed 2014 Sept 29.
    • (2011) Neurodegeneration: The Molecular Pathology of Dementia and Movement Disorders
    • Dickson, D.1    Hauw, J.2
  • 35
    • 34249722030 scopus 로고    scopus 로고
    • Different regional patterns of cortical thinning in Alzheimer's disease and frontotemporal dementia
    • PMID: 17353226
    • Du AT, Schuff N, Kramer JH, Rosen HJ, Gorno-Tempini ML, et al. (2007) Different regional patterns of cortical thinning in Alzheimer's disease and frontotemporal dementia. Brain 130: 1159-1166. doi: 10.1093/brain/awm016 PMID: 17353226
    • (2007) Brain , vol.130 , pp. 1159-1166
    • Du, A.T.1    Schuff, N.2    Kramer, J.H.3    Rosen, H.J.4    Gorno-Tempini, M.L.5
  • 36
    • 69249221605 scopus 로고    scopus 로고
    • Patterns of cortical thinning in Alzheimer's disease and frontotemporal dementia
    • PMID: 18261828
    • Richards BA, Chertkow H, Singh V, Robillard A, Massoud F, et al. (2009) Patterns of cortical thinning in Alzheimer's disease and frontotemporal dementia. Neurobiol Aging 30: 1626-1636. doi: 10.1016/j.neurobiolaging.2007.12.019 PMID: 18261828
    • (2009) Neurobiol Aging , vol.30 , pp. 1626-1636
    • Richards, B.A.1    Chertkow, H.2    Singh, V.3    Robillard, A.4    Massoud, F.5
  • 37
    • 79952655245 scopus 로고    scopus 로고
    • Cortical atrophy differentiates Richardson's syndrome from the parkinsonian form of progressive supranuclear palsy
    • PMID: 21412832
    • Schofield EC, Hodges JR, Macdonald V, Cordato NJ, Kril JJ, et al. (2011) Cortical atrophy differentiates Richardson's syndrome from the parkinsonian form of progressive supranuclear palsy. Mov Disord 26: 256-263. doi: 10.1002/mds.23295 PMID: 21412832
    • (2011) Mov Disord , vol.26 , pp. 256-263
    • Schofield, E.C.1    Hodges, J.R.2    Macdonald, V.3    Cordato, N.J.4    Kril, J.J.5
  • 38
    • 84928162158 scopus 로고    scopus 로고
    • Cortical Thickness in Frontotemporal Dementia, Mild Cognitive Impairment, and Alzheimer's Disease
    • Available: PMID: 22207006
    • Hartikainen P, Räsänen J, Julkunen V, Niskanen E, Hallikainen M, et al. (2012) Cortical Thickness in Frontotemporal Dementia, Mild Cognitive Impairment, and Alzheimer's Disease. J Alzheimers Dis 29: 1-18. Available: http://www.ncbi.nlm.nih.gov/pubmed/22466003. doi: 10.3233/JAD-2012-111424 PMID: 22207006
    • (2012) J Alzheimers Dis , vol.29 , pp. 1-18
    • Hartikainen, P.1    Räsänen, J.2    Julkunen, V.3    Niskanen, E.4    Hallikainen, M.5
  • 39
    • 84858648349 scopus 로고    scopus 로고
    • A network diffusion model of disease progression in dementia
    • Available: Accessed 2014 Nov 22 PMID: 22445347
    • Raj A, Kuceyeski A, Weiner M (2012) A network diffusion model of disease progression in dementia. Neuron 73: 1204-1215. Available: http://www.sciencedirect.com/science/article/pii/S0896627312001353. Accessed 2014 Nov 22. doi: 10.1016/j.neuron.2011.12.040 PMID: 22445347
    • (2012) Neuron , vol.73 , pp. 1204-1215
    • Raj, A.1    Kuceyeski, A.2    Weiner, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.