Effects of amyloid and small vessel disease on white matter network disruption

Journal of Alzheimer's Disease

Volumn 44, Issue 3, 2015, Pages 963-975

  Kim, Hee Jin ^a   Im, Kiho ^b   Kwon, Hunki ^c   Lee, Jong Min ^c   Ye, Byoung Seok ^d   Kim, Yeo Jin ^a   Cho, Hanna ^e   Choe, Yearn Seong ^a   Lee, Kyung Han ^a   Kim, Sung Tae ^a   Kim, Jae Seung ^f   Lee, Jae Hong ^f   Na, Duk L ^a   Seo, Sang Won ^a  

^a Sungkyunkwan University   (South Korea)

^b BOSTON CHILDREN S HOSPITAL   (United States)

^c Hanyang University   (South Korea)

^d Yonsei University   (South Korea)

^e Yonsei University College of Medicine   (South Korea)

^f University of Ulsan College of Medicine   (South Korea)

Author keywords

Amyloid; diffusion tensor imaging; graph theory; small vessel disease; white matter network

Indexed keywords

AMYLOID; PITTSBURGH COMPOUND B; 2-(4'-(METHYLAMINO)PHENYL)-6-HYDROXYBENZOTHIAZOLE; ANILINE DERIVATIVE; THIAZOLE DERIVATIVE;

AGED; ARTICLE; ATTENTION; BRAIN SIZE; CEREBROVASCULAR DISEASE; COGNITIVE DEFECT; DEPTH PERCEPTION; DIFFUSION TENSOR IMAGING; EXECUTIVE FUNCTION; FEMALE; HUMAN; LANGUAGE; MAJOR CLINICAL STUDY; MALE; MEMORY; NERVE CELL NETWORK; PRIORITY JOURNAL; WHITE MATTER; ALZHEIMER DISEASE; ARTIFICIAL NEURAL NETWORK; BRAIN; DIAGNOSTIC USE; METABOLISM; MIDDLE AGED; MULTIINFARCT DEMENTIA; NERVE TRACT; NEUROPSYCHOLOGICAL TEST; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; POSITRON EMISSION TOMOGRAPHY; SCINTISCANNING; VERY ELDERLY;

AGED; AGED, 80 AND OVER; ALZHEIMER DISEASE; AMYLOID; ANILINE COMPOUNDS; BRAIN; COGNITION DISORDERS; DEMENTIA, VASCULAR; DIFFUSION TENSOR IMAGING; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; NEURAL NETWORKS (COMPUTER); NEURAL PATHWAYS; NEUROPSYCHOLOGICAL TESTS; POSITRON-EMISSION TOMOGRAPHY; THIAZOLES; WHITE MATTER;

EID: 84922656144     PISSN: 13872877     EISSN: 18758908     Source Type: Journal    
DOI: 10.3233/JAD-141623     Document Type: Article

References (46)

1. Schneider JA, Arvanitakis Z, Leurgans SE, BennettDA(2009) The neuropathology of probable Alzheimer disease and mild cognitive impairment. Ann Neurol 66, 200-208.
2. Park JH, Seo SW, Kim C, Kim SH, Kim GH, Kim ST, Jeon S, Lee JM, Oh SJ, Kim JS, Choe YS, Lee KH, Shin JS, Kim CH, Noh Y, Cho H, Yoon CW, Kim HJ, Ye BS, Ewers M, Weiner MW, Lee JH, Werring DJ, Na DL (2014) Effects of cerebrovascular disease and amyloid beta burden on cognition in subjects with subcortical vascular cognitive impairment. Neurobiol Aging 35, 254-260.
3. Hedden T,Van Dijk KR, Shire EH, Sperling RA, Johnson KA, Buckner RL (2012) Failure to modulate attentional control in advanced aging linked to white matter pathology. Cereb Cortex 22, 1038-1051.
4. Ye BS, Seo SW, Kim GH, Noh Y, Cho H, Yoon CW, Kim HJ, Chin J, Jeon S, Lee JM, Seong JK, Kim JS, Lee JH, Choe YS, Lee KH, Sohn YH, Ewers M, Weiner M, Na DL. (2014) Amyloid burden, cerebrovascular disease, brain atrophy, and cognition in cognitively impaired patients. Alzheimers Dement, doi: 10. 1016/j. jalz. 2014. 04. 521.
5. Chao LL, Decarli C, Kriger S, Truran D, Zhang Y, Laxamana J, Villeneuve S, Jagust WJ, Sanossian N, Mack WJ, Chui HC, Weiner MW (2013) Associations between white matter hyperintensities and beta amyloid on integrity of projection, association, and limbic fiber tracts measured with diffusion tensor MRI. PLoS One 8, e65175.
6. Lee DY, Fletcher E, Martinez O, Ortega M, Zozulya N, Kim J, Tran J, Buonocore M, Carmichael O, DeCarli C (2009) Regional pattern of white matter microstructural changes in normal aging, MCI, and AD. Neurology 73, 1722-1728.
7. Sporns O, Tononi G,KotterR(2005) The human connectome: A structural description of the human brain. PLoS Comput Biol 1, e42.
8. Rubinov M, Sporns O (2010) Complex network measures of brain connectivity: Uses and interpretations. Neuroimage 52, 1059-1069.
9. Seeley WW, Crawford RK, Zhou J, Miller BL, Greicius MD (2009) Neurodegenerative diseases target large-scale human brain networks. Neuron 62, 42-52.
10. Raj A, Kuceyeski A, Weiner M (2012) A network diffusion model of disease progression in dementia. Neuron 73, 1204-1215.
11. Zhou J, Gennatas ED, Kramer JH, Miller BL, Seeley WW (2012) Predicting regional neurodegeneration from the healthy brain functional connectome. Neuron 73, 1216-1227.
12. Gong GL, He Y, Concha L, Lebel C, Gross DW, Evans AC, Beaulieu C (2009) Mapping anatomical connectivity patterns of human cerebral cortex using in vivo diffusion tensor imaging tractography. Cereb Cortex 19, 524-536.
13. Latora V, Marchiori M (2001) Efficient behavior of smallworld networks. Phys Rev Let 87, 198701.
14. 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.
15. Agosta F, Sala S, Valsasina P, Meani A, Canu E, Magnani G, Cappa SF, Scola E, Quatto P, Horsfield MA, Falini A, Comi G, Filippi M (2013) Brain network connectivity assessed using graph theory in frontotemporal dementia. Neurology 81, 134-143.
16. Lo CY, Wang PN, Chou KH, Wang J, He Y, Lin CP (2010) Diffusion tensor tractography reveals abnormal topological organization in structural cortical networks in Alzheimer's disease. J Neurosci 30, 16876-16885.
17. Heringa SM, Reijmer YD, Leemans A, Koek HL, Kappelle LJ, Biessels GJ, UtrechtVascular Cognitive Impairment Study G (2014) Multiple microbleeds are related to cerebral network disruptions in patients with early Alzheimer's disease. J Alzheimers Dis 38, 211-221.
18. McKhann G, Drachman D, Folstein M, Katzman R, Price D, Stadlan EM (1984) Clinical diagnosis of Alzheimer's disease: Report of the NINCDS-ADRDAWork Group under the auspices of Department of Health and Human Services Task Force on Alzheimer's Disease. Neurology 34, 939-944.
19. Erkinjuntti T, Inzitari D, Pantoni L, Wallin A, Scheltens P, Rockwood K, Roman GC, Chui H, Desmond DW (2000) Research criteria for subcortical vascular dementia in clinical trials. J Neural Transm Suppl 23-30.
20. Seo SW, Cho SS, Park A, Chin J, Na DL (2009) Subcortical vascular versus amnestic mild cognitive impairment: Comparison of cerebral glucose metabolism. J Neuroimaging 19, 213-219.
21. Fazekas F, Kleinert R, Offenbacher H, Schmidt R, Kleinert G, Payer F, Radner H, Lechner H (1993) Pathologic correlates of incidental MRI white matter signal hyperintensities. Neurology 43, 1683-1689.
22. Wardlaw JM, Smith EE, Biessels GJ, Cordonnier C, Fazekas F, Frayne R, Lindley RI, O'Brien JT, Barkhof F, Benavente OR, Black SE, Brayne C, Breteler M, Chabriat H, Decarli C, de Leeuw FE, Doubal F, Duering M, Fox NC, Greenberg S, Hachinski V, Kilimann I, Mok V, Oostenbrugge R, Pantoni L, Speck O, Stephan BC, Teipel S, Viswanathan A, Werring D, Chen C, Smith C, van Buchem M, Norrving B, Gorelick PB, Dichgans M, STandards for ReportIng Vascular changes on nEuroimaging (STRIVE, v1) (2013) Neuroimaging standards for research into small vessel disease and its contribution to ageing and neurodegeneration. Lancet Neurol 12, 822-838.
23. SeoSW, ImK, Lee JM, Kim YH, Kim ST, Kim SY,YangDW, Kim SI, Cho YS, Na DL (2007) Cortical thickness in singleversus multiple-domain amnestic mild cognitive impairment. Neuroimage 36, 289-297.
24. Tzourio-Mazoyer N, Landeau B, Papathanassiou D, Crivello F, Etard O, Delcroix N, Mazoyer B, Joliot M (2002) Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI singlesubject brain. Neuroimage 15, 273-289.
25. Collins DL, Neelin P, Peters TM, Evans AC (1994) Automatic 3D intersubject registration of MR volumetric data in standardized Talairach space. J Comput Assist Tomogr 18, 192-205.
26. Mori S, Crain BJ, Chacko VP, van Zijl PCM (1999) Threedimensional tracking of axonal projections in the brain by magnetic resonance imaging. Ann Neurol 45, 265-269.
27. Wang R, Beener T, Sorensen AG, Wedeen VJ (2007) Diffusion toolkit: A software package for diffusion imaging data processing and tractography. Proc Int Soc Magn Reson Med 15, 3720.
28. Im K, Paldino MJ, Poduri A, Sporns O, Grant PE (2014) Altered white matter connectivity and network organization in polymicrogyria revealed by individual gyral topology-based analysis. Neuroimage 86, 182-193.
29. Guevara P, Poupon C, Riviere D, Cointepas Y, Descoteaux M, Thirion B, Mangin JF (2011) Robust clustering of massive tractography datasets. Neuroimage 54, 1975-1993.
30. Shu N, Liu Y, Li K, Duan Y, Wang J, Yu C, Dong H, Ye J, He Y (2011) Diffusion tensor tractography reveals disrupted topological efficiency in white matter structural networks in multiple sclerosis. Cereb Cortex 21, 2565-2577.
31. Beaulieu C (2002) The basis of anisotropic water diffusion in the nervous system-a technical review. NMR Biomed 15, 435-455.
32. Watts DJ, Strogatz SH (1998) Collective dynamics of 'smallworld' networks. Nature 393, 440-442.
33. Onnela JP, Saramaki J, Kertesz J, Kaski K (2005) Intensity and coherence of motifs in weighted complex networks. Phys Rev E Stat Nonlin Soft Matter Phys 71, 065103.
34. Maslov S, SneppenK(2002) Specificity and stability in topology of protein networks. Science 296, 910-913.
35. Blondel VD, Guillaume JL, Lambiotte R, Lefebvre E. (2008) Fast unfolding of communities in large networks. J Stat Mech Theory Exp, P10008.
36. Kang Y, Na DL (2003) Seoul Neuropsychological Screening Battery. Human Brain Research & Consulting, Incheon.
37. Ahn HJ, Chin J, Park A, Lee BH, Suh MK, Seo SW, Na DL (2010) Seoul Neuropsychological Screening Batterydementia version (SNSB-D): A useful tool for assessing and monitoring cognitive impairments in dementia patients. J Korean Med Sci 25, 1071-1076.
38. Tijms BM, Moller C, Vrenken H,Wink AM, de HaanW, van der FlierWM,Stam CJ, Scheltens P, Barkhof F (2013) Singlesubject grey matter graphs in Alzheimer's disease. PLoS One 8, e58921.
39. Franklin RJ, Ffrench-Constant C (2008) Remyelination in the CNS: From biology to therapy. Nat Rev Neurosci 9, 839-855.
40. Iadecola C (2013) The pathobiology of vascular dementia. Neuron 80, 844-866.
41. Tijms BM,Wink AM, de HaanW, van der FlierWM,Stam CJ, Scheltens P, Barkhof F (2013) Alzheimer's disease: Connecting findings from graph theoretical studies of brain networks. Neurobiol Aging 34, 2023-2036.
42. Reijmer YD, Leemans A, Caeyenberghs K, Heringa SM, Koek HL, Biessels GJ, Utrecht Vascular Cognitive Impairment Study G (2013) Disruption of cerebral networks and cognitive impairment in Alzheimer disease. Neurology 80, 1370-1377.
43. Tullberg M, Fletcher E, DeCarli C, Mungas D, Reed BR, Harvey DJ, Weiner MW, Chui HC, Jagust WJ (2004) White matter lesions impair frontal lobe function regardless of their location. Neurology 63, 246-253.
44. Wedeen VJ,WangRP, Schmahmann JD, BennerT, TsengWY, Dai G, Pandya DN, Hagmann P, D'Arceuil H, de CrespignyAJ (2008) Diffusion spectrum magnetic resonance imaging (DSI) tractography of crossing fibers. Neuroimage 41, 1267-1277.
45. Zalesky A, Fornito A, Harding IH, Cocchi L, Yucel M, Pantelis C, Bullmore ET (2010) Whole-brain anatomical networks: Does the choice of nodes matter? Neuroimage 50, 970-983.
46. Jones DK, Knosche TR, Turner R (2013) White matter integrity, fiber count, and other fallacies: The do's and don'ts of diffusion MRI. Neuroimage 73, 239-254.