메뉴 건너뛰기




Volumn 140, Issue 3, 2017, Pages 735-747

Heterogeneity of neuroanatomical patterns in prodromal Alzheimer’s disease: links to cognition, progression and biomarkers

Author keywords

Dementia; Magnetic resonance imaging; Mild cognitive impairment; Neuroanatomical heterogeneity; Pattern analysis

Indexed keywords

AMYLOID PROTEIN; BIOLOGICAL MARKER; TAU PROTEIN; AMYLOID BETA PROTEIN; AMYLOID BETA-PROTEIN (1-42); APOLIPOPROTEIN E; PEPTIDE FRAGMENT;

EID: 85020429872     PISSN: 00068950     EISSN: 14602156     Source Type: Journal    
DOI: 10.1093/brain/aww319     Document Type: Article
Times cited : (146)

References (57)
  • 3
    • 0033933649 scopus 로고    scopus 로고
    • Voxel-based morphometry—the methods
    • Ashburner J, Friston KJ. Voxel-based morphometry—the methods. Neuroimage 2000; 11: 805–21.
    • (2000) Neuroimage , vol.11 , pp. 805-821
    • Ashburner, J.1    Friston, K.J.2
  • 4
    • 33749150163 scopus 로고    scopus 로고
    • Staging of Alzheimer disease-associated neurofibrillary pathology using paraffin sections and immunocytochemistry
    • Braak H, Alafuzoff I, Arzberger T, Kretzschmar H, Del Tredici K. Staging of Alzheimer disease-associated neurofibrillary pathology using paraffin sections and immunocytochemistry. Acta Neuropathol 2006; 112: 389–404.
    • (2006) Acta Neuropathol , vol.112 , pp. 389-404
    • Braak, H.1    Alafuzoff, I.2    Arzberger, T.3    Kretzschmar, H.4    Del Tredici, K.5
  • 6
    • 0030175198 scopus 로고    scopus 로고
    • AFNI: Software for analysis and visualization of functional magnetic resonance neuroimages
    • Cox RW. AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. Comput Biomed Res 1996; 29: 162–73.
    • (1996) Comput Biomed Res , vol.29 , pp. 162-173
    • Cox, R.W.1
  • 7
    • 84871712616 scopus 로고    scopus 로고
    • Development and assessment of a composite score for memory in the Alzheimer’s Disease Neuroimaging Initiative (ADNI)
    • Crane PK, Carle A, Gibbons LE, Insel P, Mackin RS, Gross A, et al. Development and assessment of a composite score for memory in the Alzheimer’s Disease Neuroimaging Initiative (ADNI). Brain Imaging Behav 2012; 6: 502–16.
    • (2012) Brain Imaging Behav , vol.6 , pp. 502-516
    • Crane, P.K.1    Carle, A.2    Gibbons, L.E.3    Insel, P.4    Mackin, R.S.5    Gross, A.6
  • 9
    • 84890903550 scopus 로고    scopus 로고
    • Integration and relative value of biomarkers for prediction of MCI to AD progression: Spatial patterns of brain atrophy, cognitive scores, APOE genotype and CSF biomarkers
    • Da X, Toledo JB, Zee J, Wolk DA, Xie SX, Ou Y, et al. Integration and relative value of biomarkers for prediction of MCI to AD progression: spatial patterns of brain atrophy, cognitive scores, APOE genotype and CSF biomarkers. Neuroimage Clin 2014; 4: 164–73.
    • (2014) Neuroimage Clin , vol.4 , pp. 164-173
    • Da, X.1    Toledo, J.B.2    Zee, J.3    Wolk, D.A.4    Xie, S.X.5    Ou, Y.6
  • 10
    • 0035208958 scopus 로고    scopus 로고
    • Voxel-based morphometry using the RAVENS maps: Methods and validation using simulated longitudinal atrophy
    • Davatzikos C, Genc A, Xu D, Resnick SM. Voxel-based morphometry using the RAVENS maps: methods and validation using simulated longitudinal atrophy. Neuroimage 2001; 14: 1361–9.
    • (2001) Neuroimage , vol.14 , pp. 1361-1369
    • Davatzikos, C.1    Genc, A.2    Xu, D.3    Resnick, S.M.4
  • 11
    • 11144227402 scopus 로고    scopus 로고
    • Anatomical mapping of white matter hyperintensities (wmh) exploring the relationships between periventricular WMH, deep WMH, and total WMH burden
    • DeCarli C, Fletcher E, Ramey V, Harvey D, Jagust WJ. Anatomical mapping of white matter hyperintensities (wmh) exploring the relationships between periventricular WMH, deep WMH, and total WMH burden. Stroke 2005; 36: 50–5.
    • (2005) Stroke , vol.36 , pp. 50-55
    • DeCarli, C.1    Fletcher, E.2    Ramey, V.3    Harvey, D.4    Jagust, W.J.5
  • 12
    • 84959386649 scopus 로고    scopus 로고
    • CHIMERA: Clustering of heterogeneous disease effects via distribution matching of imaging patterns
    • Dong A, Honnorat N, Gaonkar B, Davatzikos C. CHIMERA: clustering of heterogeneous disease effects via distribution matching of imaging patterns. IEEE Trans Med Imaging 2016; 35: 612–21.
    • (2016) IEEE Trans Med Imaging , vol.35 , pp. 612-621
    • Dong, A.1    Honnorat, N.2    Gaonkar, B.3    Davatzikos, C.4
  • 14
    • 84952933901 scopus 로고    scopus 로고
    • MUSE: MUlti-atlas region segmentation utilizing ensembles of registration algorithms and parameters, and locally optimal atlas selection
    • Doshi J, Erus G, Ou Y, Resnick SM, Gur RC, Gur RE, et al. MUSE: MUlti-atlas region segmentation utilizing ensembles of registration algorithms and parameters, and locally optimal atlas selection. Neuroimage 2016; 127: 186–95.
    • (2016) Neuroimage , vol.127 , pp. 186-195
    • Doshi, J.1    Erus, G.2    Ou, Y.3    Resnick, S.M.4    Gur, R.C.5    Gur, R.E.6
  • 15
    • 84871722944 scopus 로고    scopus 로고
    • A composite score for executive functioning, validated in Alzheimer’s Disease Neuroimaging Initiative (ADNI) participants with baseline mild cognitive impairment
    • Gibbons LE, Carle AC, Mackin RS, Harvey D, Mukherjee S, Insel P, et al. A composite score for executive functioning, validated in Alzheimer’s Disease Neuroimaging Initiative (ADNI) participants with baseline mild cognitive impairment. Brain Imaging Behav 2012; 6: 517–27.
    • (2012) Brain Imaging Behav , vol.6 , pp. 517-527
    • Gibbons, L.E.1    Carle, A.C.2    Mackin, R.S.3    Harvey, D.4    Mukherjee, S.5    Insel, P.6
  • 17
    • 84964413922 scopus 로고    scopus 로고
    • White matter hyperintensities and imaging patterns of brain ageing in the general population
    • Habes M, Erus G, Toledo JB, Zhang T, Bryan N, Launer LJ, et al. White matter hyperintensities and imaging patterns of brain ageing in the general population. Brain 2016; 139 (Pt 4): 1164–79.
    • (2016) Brain , vol.139 , pp. 1164-1179
    • Habes, M.1    Erus, G.2    Toledo, J.B.3    Zhang, T.4    Bryan, N.5    Launer, L.J.6
  • 21
    • 84951033618 scopus 로고    scopus 로고
    • Different definitions of neurodegeneration produce similar amyloid/neurodegeneration biomarker group findings
    • Jack CR, Wiste HJ, Weigand SD, Knopman DS, Mielke MM, Vemuri P, et al. Different definitions of neurodegeneration produce similar amyloid/neurodegeneration biomarker group findings. Brain 2015; 138: 3747–59.
    • (2015) Brain , vol.138 , pp. 3747-3759
    • Jack, C.R.1    Wiste, H.J.2    Weigand, S.D.3    Knopman, D.S.4    Mielke, M.M.5    Vemuri, P.6
  • 24
    • 84872102350 scopus 로고    scopus 로고
    • Clinical, imaging, and pathological heterogeneity of the Alzheimer’s disease syndrome
    • Lam B, Masellis M, Freedman M, Stuss DT, Black SE. Clinical, imaging, and pathological heterogeneity of the Alzheimer’s disease syndrome. Alzheimers Res Ther 2013; 5: 1.
    • (2013) Alzheimers Res Ther , vol.5 , pp. 1
    • Lam, B.1    Masellis, M.2    Freedman, M.3    Stuss, D.T.4    Black, S.E.5
  • 25
    • 10444275573 scopus 로고    scopus 로고
    • Getting it wrong: The clinical misdiagnosis of Alzheimer’s disease
    • Larner AJ. Getting it wrong: the clinical misdiagnosis of Alzheimer’s disease. Int J Clin Pract 2004; 58: 1092–4.
    • (2004) Int J Clin Pract , vol.58 , pp. 1092-1094
    • Larner, A.J.1
  • 26
    • 84904068391 scopus 로고    scopus 로고
    • Multiplicative intrinsic component optimization (MICO) for MRI bias fi eld estimation and tissue segmentation
    • Li C, Gore JC, Davatzikos C. Multiplicative intrinsic component optimization (MICO) for MRI bias fi eld estimation and tissue segmentation. Magn Reson Imaging 2014; 32: 913–23.
    • (2014) Magn Reson Imaging , vol.32 , pp. 913-923
    • Li, C.1    Gore, J.C.2    Davatzikos, C.3
  • 27
    • 0027932314 scopus 로고
    • The clinical diagnosis and misdiagnosis of senile dementia of Lewy body type (SDLT)
    • McKeith IG, Fairbairn AF, Perry RH, Thompson P. The clinical diagnosis and misdiagnosis of senile dementia of Lewy body type (SDLT). Br J Psychiatry 1994; 165: 324–32.
    • (1994) Br J Psychiatry , vol.165 , pp. 324-332
    • McKeith, I.G.1    Fairbairn, A.F.2    Perry, R.H.3    Thompson, P.4
  • 28
    • 80054964173 scopus 로고    scopus 로고
    • 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
    • McKhann G, Drachman D, Folstein M, Katzman R, Price D, Stadlan EM. 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 2011; 77: 333.
    • (2011) Neurology , vol.77 , pp. 333
    • McKhann, G.1    Drachman, D.2    Folstein, M.3    Katzman, R.4    Price, D.5    Stadlan, E.M.6
  • 29
    • 58149386194 scopus 로고    scopus 로고
    • Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: Results from ADNI
    • Misra C, Fan Y, Davatzikos C. Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: results from ADNI. Neuroimage 2009; 44: 1415–22.
    • (2009) Neuroimage , vol.44 , pp. 1415-1422
    • Misra, C.1    Fan, Y.2    Davatzikos, C.3
  • 31
    • 80051663321 scopus 로고    scopus 로고
    • Neuropathologically defined subtypes of Alzheimer’s disease with distinct clinical characteristics: A retrospective study
    • Murray ME, Graff-Radford NR, Ross OA, Petersen RC, Duara R, Dickson DW. Neuropathologically defined subtypes of Alzheimer’s disease with distinct clinical characteristics: a retrospective study. Lancet Neurol 2011; 10: 785–96.
    • (2011) Lancet Neurol , vol.10 , pp. 785-796
    • Murray, M.E.1    Graff-Radford, N.R.2    Ross, O.A.3    Petersen, R.C.4    Duara, R.5    Dickson, D.W.6
  • 32
    • 84908877296 scopus 로고    scopus 로고
    • Biological heterogeneity in ADNI amnestic mild cognitive impairment
    • Alzheimer’s Disease Neuroimaging Initiative
    • Nettiksimmons J, DeCarli C, Landau S, Beckett L; Alzheimer’s Disease Neuroimaging Initiative. Biological heterogeneity in ADNI amnestic mild cognitive impairment. Alzheimer’s Dement 2014; 10: 511–21.
    • (2014) Alzheimer’S Dement , vol.10 , pp. 511-521
    • Nettiksimmons, J.1    DeCarli, C.2    Landau, S.3    Beckett, L.4
  • 33
    • 84961288120 scopus 로고    scopus 로고
    • Anatomical heterogeneity of Alzheimer disease based on cortical thickness on MRIs
    • Noh Y, Jeon S, Lee JM, Seo SW, Kim GH, Cho H, et al. Anatomical heterogeneity of Alzheimer disease based on cortical thickness on MRIs. Neurology 2014; 83: 1936–44.
    • (2014) Neurology , vol.83 , pp. 1936-1944
    • Noh, Y.1    Jeon, S.2    Lee, J.M.3    Seo, S.W.4    Kim, G.H.5    Cho, H.6
  • 34
    • 84940733828 scopus 로고    scopus 로고
    • The behavioural/dysexecutive variant of Alzheimer’s disease: Clinical, neuroimaging and pathological features
    • Ossenkoppele R, Pijnenburg YAL, Perry DC, Cohn-Sheehy BI, Scheltens NME, Vogel JW, et al. The behavioural/dysexecutive variant of Alzheimer’s disease: clinical, neuroimaging and pathological features. Brain 2015; 138: 2732–49.
    • (2015) Brain , vol.138 , pp. 2732-2749
    • Ossenkoppele, R.1    Pijnenburg, Y.A.L.2    Perry, D.C.3    Cohn-Sheehy, B.I.4    Scheltens, N.M.E.5    Vogel, J.W.6
  • 35
    • 78951494198 scopus 로고    scopus 로고
    • DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting
    • Ou Y, Sotiras A, Paragios N, Davatzikos C. DRAMMS: deformable registration via attribute matching and mutual-saliency weighting. Med Image Anal 2011; 15: 622–39.
    • (2011) Med Image Anal , vol.15 , pp. 622-639
    • Ou, Y.1    Sotiras, A.2    Paragios, N.3    Davatzikos, C.4
  • 39
    • 77957330186 scopus 로고    scopus 로고
    • Highly accurate inverse consistent registration: A robust approach
    • Reuter M, Rosas HD, Fischl B. Highly accurate inverse consistent registration: a robust approach. Neuroimage 2010; 53: 1181–96.
    • (2010) Neuroimage , vol.53 , pp. 1181-1196
    • Reuter, M.1    Rosas, H.D.2    Fischl, B.3
  • 40
    • 84861414424 scopus 로고    scopus 로고
    • Within-subject template estimation for unbiased longitudinal image analysis
    • Reuter M, Schmansky NJ, Rosas HD, Fischl B. Within-subject template estimation for unbiased longitudinal image analysis. Neuroimage 2012; 61: 1402–18.
    • (2012) Neuroimage , vol.61 , pp. 1402-1418
    • Reuter, M.1    Schmansky, N.J.2    Rosas, H.D.3    Fischl, B.4
  • 41
    • 35748959415 scopus 로고    scopus 로고
    • Mixed brain pathologies account for most dementia cases in community-dwelling older persons
    • Schneider JA, Arvanitakis Z, Bang W, Bennett DA. Mixed brain pathologies account for most dementia cases in community-dwelling older persons. Neurology 2007; 69: 2197–204.
    • (2007) Neurology , vol.69 , pp. 2197-2204
    • Schneider, J.A.1    Arvanitakis, Z.2    Bang, W.3    Bennett, D.A.4
  • 42
    • 70349315265 scopus 로고    scopus 로고
    • Fully-automated white matter hyperintensity detection with anatomical prior knowledge and without FLAIR
    • Schwarz C, Fletcher E, DeCarli C, Carmichael O. Fully-automated white matter hyperintensity detection with anatomical prior knowledge and without FLAIR. Inf Process Med Imaging 2009; 21: 239–51.
    • (2009) Inf Process Med Imaging , vol.21 , pp. 239-251
    • Schwarz, C.1    Fletcher, E.2    DeCarli, C.3    Carmichael, O.4
  • 45
    • 33748689296 scopus 로고    scopus 로고
    • Four subgroups of Alzheimer’s disease based on patterns of atrophy using VBM and a unique pattern for early onset disease
    • Shiino A, Watanabe T, Maeda K, Kotani E, Akiguchi I, Matsuda M. Four subgroups of Alzheimer’s disease based on patterns of atrophy using VBM and a unique pattern for early onset disease. Neuroimage 2006; 33: 17–26.
    • (2006) Neuroimage , vol.33 , pp. 17-26
    • Shiino, A.1    Watanabe, T.2    Maeda, K.3    Kotani, E.4    Akiguchi, I.5    Matsuda, M.6
  • 46
    • 0037172826 scopus 로고    scopus 로고
    • Phases of Ab-deposition in the human brain and its relevance for the development of AD
    • Thal DR, Rüb U, Orantes M, Braak H. Phases of Ab-deposition in the human brain and its relevance for the development of AD. Neurology 2002; 58: 1791–800.
    • (2002) Neurology , vol.58 , pp. 1791-1800
    • Thal, D.R.1    Rüb, U.2    Orantes, M.3    Braak, H.4
  • 47
    • 84883402644 scopus 로고    scopus 로고
    • Contribution of cerebrovascular disease in autopsy confirmed neurodegenerative disease cases in the National Alzheimer’s Coordinating Centre
    • Toledo JB, Arnold SE, Raible K, Brettschneider J, Xie SX, Grossman M, et al. Contribution of cerebrovascular disease in autopsy confirmed neurodegenerative disease cases in the National Alzheimer’s Coordinating Centre. Brain 2013a; 136: 2697–706.
    • (2013) Brain , vol.136 , pp. 2697-2706
    • Toledo, J.B.1    Arnold, S.E.2    Raible, K.3    Brettschneider, J.4    Xie, S.X.5    Grossman, M.6
  • 48
    • 84942744439 scopus 로고    scopus 로고
    • Memory, executive, and multidomain subtle cognitive impairment clinical and biomarker findings
    • Toledo JB, Bjerke M, Chen K, Rozycki M, Jack CR, Weiner MW, et al. Memory, executive, and multidomain subtle cognitive impairment clinical and biomarker findings. Neurology 2015; 85: 144–53.
    • (2015) Neurology , vol.85 , pp. 144-153
    • Toledo, J.B.1    Bjerke, M.2    Chen, K.3    Rozycki, M.4    Jack, C.R.5    Weiner, M.W.6
  • 51
    • 84958122228 scopus 로고    scopus 로고
    • Pathological -synuclein distribution in subjects with coincident Alzheimer’s and Lewy body pathology
    • Toledo JB, Gopal P, Raible K, Irwin DJ, Brettschneider J, Sedor S, et al. Pathological -synuclein distribution in subjects with coincident Alzheimer’s and Lewy body pathology. Acta Neuropathol 2016: 131: 393–409.
    • (2016) Acta Neuropathol , vol.131 , pp. 393-409
    • Toledo, J.B.1    Gopal, P.2    Raible, K.3    Irwin, D.J.4    Brettschneider, J.5    Sedor, S.6
  • 53
    • 79951722994 scopus 로고    scopus 로고
    • Early-onset versus late-onset Alzheimer’s disease: The case of the missing APOE "4 allele
    • van der Flier WM, Pijnenburg YAL, Fox NC, Scheltens P. Early-onset versus late-onset Alzheimer’s disease: the case of the missing APOE "4 allele. Lancet Neurol 2011; 10: 280–8.
    • (2011) Lancet Neurol , vol.10 , pp. 280-288
    • Van Der Flier, W.M.1    Pijnenburg, Y.A.L.2    Fox, N.C.3    Scheltens, P.4
  • 55
    • 84866463508 scopus 로고    scopus 로고
    • Neuroimaging correlates of pathologically defined subtypes of Alzheimer’s disease: A case-control study
    • Whitwell JL, Dickson DW, Murray ME, Weigand SD, Tosakulwong N, Senjem ML, et al. Neuroimaging correlates of pathologically defined subtypes of Alzheimer’s disease: a case-control study. Lancet Neurol 2012; 11: 868–77.
    • (2012) Lancet Neurol , vol.11 , pp. 868-877
    • Whitwell, J.L.1    Dickson, D.W.2    Murray, M.E.3    Weigand, S.D.4    Tosakulwong, N.5    Senjem, M.L.6
  • 57
    • 33645528545 scopus 로고    scopus 로고
    • Mild cognitive impairment subtypes and vascular dementia in community-dwelling elderly people: A 3-year follow-up study
    • Zanetti M, Ballabio C, Abbate C, Cutaia C, Vergani C, Bergamaschini L. Mild cognitive impairment subtypes and vascular dementia in community-dwelling elderly people: a 3-year follow-up study. J Am Geriatr Soc 2006; 54: 580–6.
    • (2006) J Am Geriatr Soc , vol.54 , pp. 580-586
    • Zanetti, M.1    Ballabio, C.2    Abbate, C.3    Cutaia, C.4    Vergani, C.5    Bergamaschini, L.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.