Skip to main content
Top
Published in: Neuroradiology 5/2011

01-05-2011 | Functional Neuroradiology

White matter hyperintensities and changes in white matter integrity in patients with Alzheimer’s disease

Authors: Liya Wang, Felicia C. Goldstein, Allan I. Levey, James J. Lah, Carolyn C. Meltzer, Chad A. Holder, Hui Mao

Published in: Neuroradiology | Issue 5/2011

Login to get access

Abstract

Introduction

White matter hyperintensities (WMHs) are a risk factor for Alzheimer’s disease (AD). This study investigated the relationship between WMHs and white matter changes in AD using diffusion tensor imaging (DTI) and the sensitivity of each DTI index in distinguishing AD with WMHs.

Methods

Forty-four subjects with WMHs were included. Subjects were classified into three groups based on the Scheltens rating scale: 15 AD patients with mild WMHs, 12 AD patients with severe WMHs, and 17 controls with mild WMHs. Fractional anisotropy (FA), mean diffusivity (MD), radial diffusivity (DR), and axial diffusivity (DA) were analyzed using the region of interest and tract-based spatial statistics methods. Sensitivity and specificity of DTI indices in distinguishing AD groups from the controls were evaluated.

Results

AD patients with mild WMHs exhibited differences from control subjects in most DTI indices in the medial temporal and frontal areas; however, differences in DTI indices from AD patients with mild WMHs and AD patients with severe WMHs were found in the parietal and occipital areas. FA and DR were more sensitive measurements than MD and DA in differentiating AD patients from controls, while MD was a more sensitive measurement in distinguishing AD patients with severe WMHs from those with mild WMHs.

Conclusions

WMHs may contribute to the white matter changes in AD brains, specifically in temporal and frontal areas. Changes in parietal and occipital lobes may be related to the severity of WMHs. DR may serve as an imaging marker of myelin deficits associated with AD.
Literature
1.
go back to reference Schmidt R, Schmidt H, Kapeller P, Enzinger C, Ropele S et al (2002) The natural course of MRI white matter hyperintensities. J Neurol Sci 203–204:253–257PubMedCrossRef Schmidt R, Schmidt H, Kapeller P, Enzinger C, Ropele S et al (2002) The natural course of MRI white matter hyperintensities. J Neurol Sci 203–204:253–257PubMedCrossRef
2.
go back to reference Gunning-Dixon FM, Brickman AM, Cheng JC, Alexopoulos GS (2009) Aging of cerebral white matter: a review of MRI findings. Int J Geriatr Psychiatry 24:109–117PubMedCrossRef Gunning-Dixon FM, Brickman AM, Cheng JC, Alexopoulos GS (2009) Aging of cerebral white matter: a review of MRI findings. Int J Geriatr Psychiatry 24:109–117PubMedCrossRef
3.
go back to reference Madden DJ, Bennett IJ, Song AW (2009) Cerebral white matter integrity and cognitive aging: contributions from diffusion tensor imaging. Neuropsychol Rev 19:415–435PubMedCrossRef Madden DJ, Bennett IJ, Song AW (2009) Cerebral white matter integrity and cognitive aging: contributions from diffusion tensor imaging. Neuropsychol Rev 19:415–435PubMedCrossRef
4.
go back to reference Appel J, Potter E, Bhatia N, Shen Q, Zhao W et al (2009) Association of white matter hyperintensity measurements on brain MR imaging with cognitive status, medial temporal atrophy, and cardiovascular risk factors. AJNR Am J Neuroradiol 30:1870–1876PubMedCrossRef Appel J, Potter E, Bhatia N, Shen Q, Zhao W et al (2009) Association of white matter hyperintensity measurements on brain MR imaging with cognitive status, medial temporal atrophy, and cardiovascular risk factors. AJNR Am J Neuroradiol 30:1870–1876PubMedCrossRef
5.
go back to reference Lee DY, Fletcher E, Martinez O, Ortega M, Zozulya N et al (2009) Regional pattern of white matter microstructural changes in normal aging, MCI, and AD. Neurology 73:1722–1728PubMedCrossRef Lee DY, Fletcher E, Martinez O, Ortega M, Zozulya N et al (2009) Regional pattern of white matter microstructural changes in normal aging, MCI, and AD. Neurology 73:1722–1728PubMedCrossRef
6.
go back to reference Riekse RG, Leverenz JB, McCormick W, Bowen JD, Teri L et al (2004) Effect of vascular lesions on cognition in Alzheimer’s disease: a community-based study. J Am Geriatr Soc 52:1442–1448PubMedCrossRef Riekse RG, Leverenz JB, McCormick W, Bowen JD, Teri L et al (2004) Effect of vascular lesions on cognition in Alzheimer’s disease: a community-based study. J Am Geriatr Soc 52:1442–1448PubMedCrossRef
7.
go back to reference Hirono N, Kitagaki H, Kazui H, Hashimoto M, Mori E (2000) Impact of white matter changes on clinical manifestation of Alzheimer’s disease: a quantitative study. Stroke 31:2182–2188PubMed Hirono N, Kitagaki H, Kazui H, Hashimoto M, Mori E (2000) Impact of white matter changes on clinical manifestation of Alzheimer’s disease: a quantitative study. Stroke 31:2182–2188PubMed
8.
go back to reference Cheong JL, Thompson DK, Wang HX, Hunt RW, Anderson PJ et al (2009) Abnormal white matter signal on MR imaging is related to abnormal tissue microstructure. AJNR Am J Neuroradiol 30:623–628PubMedCrossRef Cheong JL, Thompson DK, Wang HX, Hunt RW, Anderson PJ et al (2009) Abnormal white matter signal on MR imaging is related to abnormal tissue microstructure. AJNR Am J Neuroradiol 30:623–628PubMedCrossRef
9.
go back to reference Huang J, Friedland RP, Auchus AP (2007) Diffusion tensor imaging of normal-appearing white matter in mild cognitive impairment and early Alzheimer disease: preliminary evidence of axonal degeneration in the temporal lobe. AJNR Am J Neuroradiol 28:1943–1948PubMedCrossRef Huang J, Friedland RP, Auchus AP (2007) Diffusion tensor imaging of normal-appearing white matter in mild cognitive impairment and early Alzheimer disease: preliminary evidence of axonal degeneration in the temporal lobe. AJNR Am J Neuroradiol 28:1943–1948PubMedCrossRef
10.
go back to reference Zhang Y, Schuff N, Du AT, Rosen HJ, Kramer JH et al (2009) White matter damage in frontotemporal dementia and Alzheimer’s disease measured by diffusion MRI. Brain 132:2579–2592PubMedCrossRef Zhang Y, Schuff N, Du AT, Rosen HJ, Kramer JH et al (2009) White matter damage in frontotemporal dementia and Alzheimer’s disease measured by diffusion MRI. Brain 132:2579–2592PubMedCrossRef
11.
go back to reference Rose SE, Janke AL, Chalk JB (2008) Gray and white matter changes in Alzheimer’s disease: a diffusion tensor imaging study. J Magn Reson Imaging 27:20–26PubMedCrossRef Rose SE, Janke AL, Chalk JB (2008) Gray and white matter changes in Alzheimer’s disease: a diffusion tensor imaging study. J Magn Reson Imaging 27:20–26PubMedCrossRef
12.
go back to reference Xie S, Xiao JX, Gong GL, Zang YF, Wang YH et al (2006) Voxel-based detection of white matter abnormalities in mild Alzheimer disease. Neurology 66:1845–1849PubMedCrossRef Xie S, Xiao JX, Gong GL, Zang YF, Wang YH et al (2006) Voxel-based detection of white matter abnormalities in mild Alzheimer disease. Neurology 66:1845–1849PubMedCrossRef
13.
go back to reference Klingberg T, Vaidya CJ, Gabrieli JD, Moseley ME, Hedehus M (1999) Myelination and organization of the frontal white matter in children: a diffusion tensor MRI study. Neuroreport 10:2817–2821PubMedCrossRef Klingberg T, Vaidya CJ, Gabrieli JD, Moseley ME, Hedehus M (1999) Myelination and organization of the frontal white matter in children: a diffusion tensor MRI study. Neuroreport 10:2817–2821PubMedCrossRef
14.
go back to reference Song SK, Sun SW, Ramsbottom MJ, Chang C, Russell J et al (2002) Dysmyelination revealed through MRI as increased radial (but unchanged axial) diffusion of water. Neuroimage 17:1429–1436PubMedCrossRef Song SK, Sun SW, Ramsbottom MJ, Chang C, Russell J et al (2002) Dysmyelination revealed through MRI as increased radial (but unchanged axial) diffusion of water. Neuroimage 17:1429–1436PubMedCrossRef
15.
go back to reference Budde MD, Xie M, Cross AH, Song SK (2009) Axial diffusivity is the primary correlate of axonal injury in the experimental autoimmune encephalomyelitis spinal cord: a quantitative pixelwise analysis. J Neurosci 29:2805–2813PubMedCrossRef Budde MD, Xie M, Cross AH, Song SK (2009) Axial diffusivity is the primary correlate of axonal injury in the experimental autoimmune encephalomyelitis spinal cord: a quantitative pixelwise analysis. J Neurosci 29:2805–2813PubMedCrossRef
16.
go back to reference Wheeler-Kingshott CA, Cercignani M (2009) About “axial” and “radial” diffusivities. Magn Reson Med 61:1255–1260PubMedCrossRef Wheeler-Kingshott CA, Cercignani M (2009) About “axial” and “radial” diffusivities. Magn Reson Med 61:1255–1260PubMedCrossRef
17.
go back to reference Gouw AA, Seewann A, Vrenken H, van der Flier WM, Rozemuller JM et al (2008) Heterogeneity of white matter hyperintensities in Alzheimer’s disease: post-mortem quantitative MRI and neuropathology. Brain 131:3286–3298PubMedCrossRef Gouw AA, Seewann A, Vrenken H, van der Flier WM, Rozemuller JM et al (2008) Heterogeneity of white matter hyperintensities in Alzheimer’s disease: post-mortem quantitative MRI and neuropathology. Brain 131:3286–3298PubMedCrossRef
18.
go back to reference Mckhann G, Drachman D, Folstein M, Katzman R, Price D et al (1984) Clinical-diagnosis of Alzheimers-disease—report of the Nincds-Adrda work group under the Auspices of Department-of-health-and-human-services task-force on Alzheimers-disease. Neurology 34:939–944PubMed Mckhann G, Drachman D, Folstein M, Katzman R, Price D et al (1984) Clinical-diagnosis of Alzheimers-disease—report of the Nincds-Adrda work group under the Auspices of Department-of-health-and-human-services task-force on Alzheimers-disease. Neurology 34:939–944PubMed
19.
go back to reference Scheltens P, Barkhof F, Leys D, Pruvo JP, Nauta JJ et al (1993) A semiquantative rating scale for the assessment of signal hyperintensities on magnetic resonance imaging. J Neurol Sci 114:7–12PubMedCrossRef Scheltens P, Barkhof F, Leys D, Pruvo JP, Nauta JJ et al (1993) A semiquantative rating scale for the assessment of signal hyperintensities on magnetic resonance imaging. J Neurol Sci 114:7–12PubMedCrossRef
20.
go back to reference Wahlund LO, Barkhof F, Fazekas F, Bronge L, Augustin M et al (2001) A new rating scale for age-related white matter changes applicable to MRI and CT. Stroke 32:1318–1322PubMed Wahlund LO, Barkhof F, Fazekas F, Bronge L, Augustin M et al (2001) A new rating scale for age-related white matter changes applicable to MRI and CT. Stroke 32:1318–1322PubMed
21.
go back to reference Smith SM, Jenkinson M, Johansen-Berg H, Rueckert D, Nichols TE et al (2006) Tract-based spatial statistics: voxelwise analysis of multi-subject diffusion data. Neuroimage 31:1487–1505PubMedCrossRef Smith SM, Jenkinson M, Johansen-Berg H, Rueckert D, Nichols TE et al (2006) Tract-based spatial statistics: voxelwise analysis of multi-subject diffusion data. Neuroimage 31:1487–1505PubMedCrossRef
22.
go back to reference Capizzano AA, Acion L, Bekinschtein T, Furman M, Gomila H et al (2004) White matter hyperintensities are significantly associated with cortical atrophy in Alzheimer’s disease. J Neurol Neurosurg Psychiatry 75:822–827PubMedCrossRef Capizzano AA, Acion L, Bekinschtein T, Furman M, Gomila H et al (2004) White matter hyperintensities are significantly associated with cortical atrophy in Alzheimer’s disease. J Neurol Neurosurg Psychiatry 75:822–827PubMedCrossRef
23.
go back to reference Lee PH, Oh SH, Bang OY, Joo IS, Huh K (2005) Pathogenesis of deep white matter medullary infarcts: a diffusion weighted magnetic resonance imaging study. J Neurol Neurosurg Psychiatry 76:1659–1663PubMedCrossRef Lee PH, Oh SH, Bang OY, Joo IS, Huh K (2005) Pathogenesis of deep white matter medullary infarcts: a diffusion weighted magnetic resonance imaging study. J Neurol Neurosurg Psychiatry 76:1659–1663PubMedCrossRef
24.
go back to reference Chen SQ, Kang Z, Hu XQ, Hu B, Zou Y (2007) Diffusion tensor imaging of the brain in patients with Alzheimer’s disease and cerebrovascular lesions. J Zhejiang Univ Sci B 8:242–247PubMedCrossRef Chen SQ, Kang Z, Hu XQ, Hu B, Zou Y (2007) Diffusion tensor imaging of the brain in patients with Alzheimer’s disease and cerebrovascular lesions. J Zhejiang Univ Sci B 8:242–247PubMedCrossRef
25.
go back to reference DeCarli C, Grady CL, Clark CM, Katz DA, Brady DR et al (1996) Comparison of positron emission tomography, cognition, and brain volume in Alzheimer’s disease with and without severe abnormalities of white matter. J Neurol Neurosurg Psychiatry 60:158–167PubMedCrossRef DeCarli C, Grady CL, Clark CM, Katz DA, Brady DR et al (1996) Comparison of positron emission tomography, cognition, and brain volume in Alzheimer’s disease with and without severe abnormalities of white matter. J Neurol Neurosurg Psychiatry 60:158–167PubMedCrossRef
26.
go back to reference O’Brien JT, Wiseman R, Burton EJ, Barber B, Wesnes K et al (2002) Cognitive associations of subcortical white matter lesions in older people. Ann N Y Acad Sci 977:436–444PubMedCrossRef O’Brien JT, Wiseman R, Burton EJ, Barber B, Wesnes K et al (2002) Cognitive associations of subcortical white matter lesions in older people. Ann N Y Acad Sci 977:436–444PubMedCrossRef
27.
go back to reference Schmidt R, Ropele S, Enzinger C, Petrovic K, Smith S et al (2005) White matter lesion progression, brain atrophy, and cognitive decline: the Austrian stroke prevention study. Ann Neurol 58:610–616PubMedCrossRef Schmidt R, Ropele S, Enzinger C, Petrovic K, Smith S et al (2005) White matter lesion progression, brain atrophy, and cognitive decline: the Austrian stroke prevention study. Ann Neurol 58:610–616PubMedCrossRef
28.
go back to reference Damoiseaux JS, Smith SM, Witter MP, Sanz-Arigita EJ, Barkhof F et al (2009) White matter tract integrity in aging and Alzheimer’s disease. Hum Brain Mapp 30:1051–1059PubMedCrossRef Damoiseaux JS, Smith SM, Witter MP, Sanz-Arigita EJ, Barkhof F et al (2009) White matter tract integrity in aging and Alzheimer’s disease. Hum Brain Mapp 30:1051–1059PubMedCrossRef
29.
go back to reference Zarei M, Damoiseaux JS, Morgese C, Beckmann CF, Smith SM et al (2009) Regional white matter integrity differentiates between vascular dementia and Alzheimer disease. Stroke 40:773–779PubMedCrossRef Zarei M, Damoiseaux JS, Morgese C, Beckmann CF, Smith SM et al (2009) Regional white matter integrity differentiates between vascular dementia and Alzheimer disease. Stroke 40:773–779PubMedCrossRef
30.
go back to reference Lee JH, Olichney JM, Hansen LA, Hofstetter CR, Thal LJ (2000) Small concomitant vascular lesions do not influence rates of cognitive decline in patients with Alzheimer disease. Arch Neurol 57:1474–1479PubMedCrossRef Lee JH, Olichney JM, Hansen LA, Hofstetter CR, Thal LJ (2000) Small concomitant vascular lesions do not influence rates of cognitive decline in patients with Alzheimer disease. Arch Neurol 57:1474–1479PubMedCrossRef
31.
go back to reference Wang L, Goldstein FC, Veledar E, Levey AI, Lah JJ et al (2009) Alterations in cortical thickness and white matter integrity in mild cognitive impairment measured by whole-brain cortical thickness mapping and diffusion tensor imaging. AJNR Am J Neuroradiol 30:893–899PubMedCrossRef Wang L, Goldstein FC, Veledar E, Levey AI, Lah JJ et al (2009) Alterations in cortical thickness and white matter integrity in mild cognitive impairment measured by whole-brain cortical thickness mapping and diffusion tensor imaging. AJNR Am J Neuroradiol 30:893–899PubMedCrossRef
32.
go back to reference Seo SW, Im K, Lee JM, Kim YH, Kim ST et al (2007) Cortical thickness in single- versus multiple-domain amnestic mild cognitive impairment. Neuroimage 36:289–297PubMedCrossRef Seo SW, Im K, Lee JM, Kim YH, Kim ST et al (2007) Cortical thickness in single- versus multiple-domain amnestic mild cognitive impairment. Neuroimage 36:289–297PubMedCrossRef
Metadata
Title
White matter hyperintensities and changes in white matter integrity in patients with Alzheimer’s disease
Authors
Liya Wang
Felicia C. Goldstein
Allan I. Levey
James J. Lah
Carolyn C. Meltzer
Chad A. Holder
Hui Mao
Publication date
01-05-2011
Publisher
Springer-Verlag
Published in
Neuroradiology / Issue 5/2011
Print ISSN: 0028-3940
Electronic ISSN: 1432-1920
DOI
https://doi.org/10.1007/s00234-010-0806-2

Other articles of this Issue 5/2011

Neuroradiology 5/2011 Go to the issue