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Published in: European Radiology 2/2011

01-02-2011 | Neuro

Deterioration of abstract reasoning ability in mild cognitive impairment and Alzheimer’s disease: correlation with regional grey matter volume loss revealed by diffeomorphic anatomical registration through exponentiated lie algebra analysis

Authors: Takashi Yoshiura, Akio Hiwatashi, Koji Yamashita, Yasumasa Ohyagi, Akira Monji, Yukihisa Takayama, Norihiro Kamano, Toshiro Kawashima, Jun-ichi Kira, Hiroshi Honda

Published in: European Radiology | Issue 2/2011

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Abstract

Objective

To determine which brain regions are relevant to deterioration in abstract reasoning as measured by Raven’s Colored Progressive Matrices (CPM) in the context of dementia.

Methods

MR images of 37 consecutive patients including 19 with Alzheimer’s disease (AD) and 18 with amnestic mild cognitive impairment (aMCI) were retrospectively analyzed. All patients were administered the CPM. Regional grey matter (GM) volume was evaluated according to the regimens of voxel-based morphometry, during which a non-linear registration algorithm called Diffeomorphic Anatomical Registration Through Exponentiated Lie algebra was employed. Multiple regression analyses were used to map the regions where GM volumes were correlated with CPM scores.

Results

The strongest correlation with CPM scores was seen in the left middle frontal gyrus while a region with the largest volume was identified in the left superior temporal gyrus. Significant correlations were seen in 14 additional regions in the bilateral cerebral hemispheres and right cerebellum.

Conclusion

Deterioration of abstract reasoning ability in AD and aMCI measured by CPM is related to GM loss in multiple regions, which is in close agreement with the results of previous activation studies.
Literature
1.
go back to reference Raven JC (1962) Colored progressive matrices: sets A, AB, B. Lewis, London Raven JC (1962) Colored progressive matrices: sets A, AB, B. Lewis, London
2.
go back to reference Raven JC (1958) Standard Progressive Matrices: Sets A, B, C, D and E. Lewis, London Raven JC (1958) Standard Progressive Matrices: Sets A, B, C, D and E. Lewis, London
3.
go back to reference Jack CR Jr, Petersen RC, O’Brien PC, Tangalos EG (1992) MR-based hippocampal volumetry in the diagnosis of Alzheimer’s disease. Neurology 42:183–188PubMed Jack CR Jr, Petersen RC, O’Brien PC, Tangalos EG (1992) MR-based hippocampal volumetry in the diagnosis of Alzheimer’s disease. Neurology 42:183–188PubMed
4.
go back to reference Jack CR Jr, Petersen RC, Xu YC, Waring SC, O’Brien PC, Tangalos EG, Smith GE, Ivnik RJ, Kokmen E (1997) Medial temporal atrophy on MRI in normal aging and very mild Alzheimer’s disease. Neurology 49:786–794PubMed Jack CR Jr, Petersen RC, Xu YC, Waring SC, O’Brien PC, Tangalos EG, Smith GE, Ivnik RJ, Kokmen E (1997) Medial temporal atrophy on MRI in normal aging and very mild Alzheimer’s disease. Neurology 49:786–794PubMed
5.
go back to reference Frisoni GB, Testa C, Zorzan A, Sabattoli F, Beltramello A, Soininen H, Laakso MP (2002) Detection of grey matter loss in mild Alzheimer’s disease with voxel based morphometry. J Neurol Neurosurg Psychiatry 73:657–664CrossRefPubMed Frisoni GB, Testa C, Zorzan A, Sabattoli F, Beltramello A, Soininen H, Laakso MP (2002) Detection of grey matter loss in mild Alzheimer’s disease with voxel based morphometry. J Neurol Neurosurg Psychiatry 73:657–664CrossRefPubMed
6.
go back to reference Karas GB, Burton EJ, Rombouts SA, van Schijndel RA, O’Brien JT, Scheltens P, McKeith IG, Williams D, Ballard C, Barkof F (2003) A comprehensive study of gray matter loss in patients with Alzheimer’s disease using optimized voxel-based morphometry. Neuroimage 18:895–907CrossRefPubMed Karas GB, Burton EJ, Rombouts SA, van Schijndel RA, O’Brien JT, Scheltens P, McKeith IG, Williams D, Ballard C, Barkof F (2003) A comprehensive study of gray matter loss in patients with Alzheimer’s disease using optimized voxel-based morphometry. Neuroimage 18:895–907CrossRefPubMed
7.
go back to reference Brun A, Gsutafson L (1976) Distribution of cerebral degeneration in Alzheimer’s disease. A Clinico-pathological study. Arch Psychiatr Nervenkr 223:15–33CrossRefPubMed Brun A, Gsutafson L (1976) Distribution of cerebral degeneration in Alzheimer’s disease. A Clinico-pathological study. Arch Psychiatr Nervenkr 223:15–33CrossRefPubMed
8.
go back to reference Braak H, Braak E (1991) Neuropathological staging of Alzheimer-related changes. Acta Neuropathol 82:239–259CrossRefPubMed Braak H, Braak E (1991) Neuropathological staging of Alzheimer-related changes. Acta Neuropathol 82:239–259CrossRefPubMed
9.
go back to reference Petersen RC, Smith GE, Waring SC, Ivnik RJ, Tangalos EG, Kokmen E (1999) Mild cognitive impairment: clinical characterization and outcome. Arch Neurol 56:303–308CrossRefPubMed Petersen RC, Smith GE, Waring SC, Ivnik RJ, Tangalos EG, Kokmen E (1999) Mild cognitive impairment: clinical characterization and outcome. Arch Neurol 56:303–308CrossRefPubMed
10.
11.
go back to reference McKhann G, Drachman D, Folstein M, Katzman R, Price D, Stadlan EM (1984) 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 34:939–944PubMed McKhann G, Drachman D, Folstein M, Katzman R, Price D, Stadlan EM (1984) 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 34:939–944PubMed
12.
go back to reference American Psychiatric Association (1994) In: Diagnostic and statistical manual of mental disorders: DSM-IV, 4th edn. American Psychiatric Association, Washington, DC American Psychiatric Association (1994) In: Diagnostic and statistical manual of mental disorders: DSM-IV, 4th edn. American Psychiatric Association, Washington, DC
13.
go back to reference Román GC, Tatemichi TK, Erkinjuntti T, Cummings JL, Masdeu JC, Garcia JH, Amaducci L, Orgogozo J-M, Brun A, Hofman A, Moody DM, O’Brien MD, Yamaguchi T, Grafman J, Drayer BP, Bennett DA, Fisher M, Ogata J, Kokmen E, Bermejo F, Wolf PA, Gorelick PB, Bick KL, Pajeau AK, Bell MA, DeCarli C, Culebras A, Korczyn AD, Bogousslavsky J, Hartmann A, Scheinberg P (1993) Vascular dementia: diagnostic criteria for research studies. Report of the NINDS-AIREN International Workshop. Neurology 43:250–260PubMed Román GC, Tatemichi TK, Erkinjuntti T, Cummings JL, Masdeu JC, Garcia JH, Amaducci L, Orgogozo J-M, Brun A, Hofman A, Moody DM, O’Brien MD, Yamaguchi T, Grafman J, Drayer BP, Bennett DA, Fisher M, Ogata J, Kokmen E, Bermejo F, Wolf PA, Gorelick PB, Bick KL, Pajeau AK, Bell MA, DeCarli C, Culebras A, Korczyn AD, Bogousslavsky J, Hartmann A, Scheinberg P (1993) Vascular dementia: diagnostic criteria for research studies. Report of the NINDS-AIREN International Workshop. Neurology 43:250–260PubMed
14.
go back to reference Morris JC (1997) Clinical dementia rating: a reliable and valid diagnostic and staging measure for dementia of the Alzheimer type. Int Psychogeriatr 9(suppl 1):173–176CrossRefPubMed Morris JC (1997) Clinical dementia rating: a reliable and valid diagnostic and staging measure for dementia of the Alzheimer type. Int Psychogeriatr 9(suppl 1):173–176CrossRefPubMed
15.
go back to reference Folstein MF, Folstein SE, McHugh PR (1975) Mini-Mental State: a practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res 12:189–198CrossRefPubMed Folstein MF, Folstein SE, McHugh PR (1975) Mini-Mental State: a practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res 12:189–198CrossRefPubMed
16.
go back to reference Sugishita M, Yamasaki K (2000) Japanese Raven’s coloured progressive matrices, 3rd edn. Nihon Bunka Kagakusha, Tokyo Sugishita M, Yamasaki K (2000) Japanese Raven’s coloured progressive matrices, 3rd edn. Nihon Bunka Kagakusha, Tokyo
17.
18.
go back to reference Prabhakaran V, Smith JA, Desmond JE, Glover GH, Gabrieli JD (1997) Neural substrates of fluid reasoning: an fMRI study of neocortical activation during performance of the Raven’s Progressive Matrices Test. Cogn Psychol 33:43–63CrossRefPubMed Prabhakaran V, Smith JA, Desmond JE, Glover GH, Gabrieli JD (1997) Neural substrates of fluid reasoning: an fMRI study of neocortical activation during performance of the Raven’s Progressive Matrices Test. Cogn Psychol 33:43–63CrossRefPubMed
19.
go back to reference Perfetti B, Saggino A, Ferretti A, Caulo M, Romani GL, Onofrj M (2009) Different patterns of cortical activations as a function of fluid reasoning complexity. Hum Brain Mapp 30:497–510CrossRefPubMed Perfetti B, Saggino A, Ferretti A, Caulo M, Romani GL, Onofrj M (2009) Different patterns of cortical activations as a function of fluid reasoning complexity. Hum Brain Mapp 30:497–510CrossRefPubMed
20.
go back to reference Soulieres I, Dawson M, Samson F, Barbeau EB, Sahyoun CP, Strangman GE, Zeffiro TA, Mottron L (2009) Enhanced visual processing contributes matrix reasoning in autism. Hum Brain Mapp 30:4082–4107CrossRefPubMed Soulieres I, Dawson M, Samson F, Barbeau EB, Sahyoun CP, Strangman GE, Zeffiro TA, Mottron L (2009) Enhanced visual processing contributes matrix reasoning in autism. Hum Brain Mapp 30:4082–4107CrossRefPubMed
21.
go back to reference Jonides J, Smith EE, Koeppe RA, Awh E, Minoshima S, Mintun MA (1993) Spatial working memory in humans as revealed by PET. Nature 363:623–625CrossRefPubMed Jonides J, Smith EE, Koeppe RA, Awh E, Minoshima S, Mintun MA (1993) Spatial working memory in humans as revealed by PET. Nature 363:623–625CrossRefPubMed
22.
go back to reference Jung RE, Haier RJ (2007) The parieto-frontal integration theory (P-FIT) of intelligence: converging neuroimaging evidence. Behav Brain Sci 30:135–187CrossRefPubMed Jung RE, Haier RJ (2007) The parieto-frontal integration theory (P-FIT) of intelligence: converging neuroimaging evidence. Behav Brain Sci 30:135–187CrossRefPubMed
23.
go back to reference Haxby CL, Grady JV, Horwitz B, Ungerleider LG, Mishkin MM, Carson RE, Herscovitich P, Shapiro MB, Rapoport SI (1991) Dissociation of object and spatial visual processing pathways in human extrastriate cortex. Proc Natl Acad Sci USA 88:1621–1625CrossRefPubMed Haxby CL, Grady JV, Horwitz B, Ungerleider LG, Mishkin MM, Carson RE, Herscovitich P, Shapiro MB, Rapoport SI (1991) Dissociation of object and spatial visual processing pathways in human extrastriate cortex. Proc Natl Acad Sci USA 88:1621–1625CrossRefPubMed
24.
go back to reference Hopfinger JB, Buonocore MH, Mangun GR (2000) The neural mechanisms of top-down attentional control. Nat Neurosci 3:284–291CrossRefPubMed Hopfinger JB, Buonocore MH, Mangun GR (2000) The neural mechanisms of top-down attentional control. Nat Neurosci 3:284–291CrossRefPubMed
25.
go back to reference Jack CR Jr, Shiung MM, Gunter JL, O’Brien PC, Weigand SD, Knopman DS, Boeve BF, Ivnik RJ, Smith GE, Cha RH, Tangalos EG, Petersen RC (2004) Comparison of different MRI brain atrophy rate measures with clinical disease progression in AD. Neurology 62:591–600PubMed Jack CR Jr, Shiung MM, Gunter JL, O’Brien PC, Weigand SD, Knopman DS, Boeve BF, Ivnik RJ, Smith GE, Cha RH, Tangalos EG, Petersen RC (2004) Comparison of different MRI brain atrophy rate measures with clinical disease progression in AD. Neurology 62:591–600PubMed
26.
go back to reference Apostolova LG, Lu PH, Rogers S, Dutton RA, Hayashi KM, Toga AW, Cummings JL, Thompson PM (2006) 3D mapping of mini-mental state examination performance in clinical and preclinical Alzheimer Disease. Alzheimer Dis Assoc Disord 20:224–231CrossRefPubMed Apostolova LG, Lu PH, Rogers S, Dutton RA, Hayashi KM, Toga AW, Cummings JL, Thompson PM (2006) 3D mapping of mini-mental state examination performance in clinical and preclinical Alzheimer Disease. Alzheimer Dis Assoc Disord 20:224–231CrossRefPubMed
27.
go back to reference Ridha BH, Anderson VM, Barnes J, Boyes RG, Price SL, Rossor MN, Whitwell JL, Jenkins L, Black RS, Grundman M, Foc NC (2008) Volumetric MRI and cognitive measures in Alzheimer disease: comparison of markers of progression. J Neurol 25:567–574CrossRef Ridha BH, Anderson VM, Barnes J, Boyes RG, Price SL, Rossor MN, Whitwell JL, Jenkins L, Black RS, Grundman M, Foc NC (2008) Volumetric MRI and cognitive measures in Alzheimer disease: comparison of markers of progression. J Neurol 25:567–574CrossRef
28.
go back to reference Morra JH, Tu Z, Apostolova LG, Green AE, Avedissin C, Madsen SK, Parikshak N, Hua X, Toga AW, Jack CR Jr, Schuff N, Weiner MW, Thompson PM (2009) Automated 3D mapping of hippocampal atrophy and its clinical correlates in 400 subjects with Alzheimer’s disease, mild cognitive impairment, and elderly controls. Hum Brain Mapp 30:2766–2788CrossRefPubMed Morra JH, Tu Z, Apostolova LG, Green AE, Avedissin C, Madsen SK, Parikshak N, Hua X, Toga AW, Jack CR Jr, Schuff N, Weiner MW, Thompson PM (2009) Automated 3D mapping of hippocampal atrophy and its clinical correlates in 400 subjects with Alzheimer’s disease, mild cognitive impairment, and elderly controls. Hum Brain Mapp 30:2766–2788CrossRefPubMed
29.
go back to reference Whitwell JL, Przybelski A, Weigand SD, Knopman DS, Boeve BF, Petersen RC, Jack CR Jr (2007) 3D maps from multiple MRI illustrate changing atrophy patterns as subjects progress from mild cognitive impairment to Alzheimer’s disease. Brain 130:1777–1786CrossRefPubMed Whitwell JL, Przybelski A, Weigand SD, Knopman DS, Boeve BF, Petersen RC, Jack CR Jr (2007) 3D maps from multiple MRI illustrate changing atrophy patterns as subjects progress from mild cognitive impairment to Alzheimer’s disease. Brain 130:1777–1786CrossRefPubMed
Metadata
Title
Deterioration of abstract reasoning ability in mild cognitive impairment and Alzheimer’s disease: correlation with regional grey matter volume loss revealed by diffeomorphic anatomical registration through exponentiated lie algebra analysis
Authors
Takashi Yoshiura
Akio Hiwatashi
Koji Yamashita
Yasumasa Ohyagi
Akira Monji
Yukihisa Takayama
Norihiro Kamano
Toshiro Kawashima
Jun-ichi Kira
Hiroshi Honda
Publication date
01-02-2011
Publisher
Springer-Verlag
Published in
European Radiology / Issue 2/2011
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-010-1939-8

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