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Published in: Alzheimer's Research & Therapy 4/2014

Open Access 01-08-2014 | Research

Subcortical hyperintensity volumetrics in Alzheimer’s disease and normal elderly in the Sunnybrook Dementia Study: correlations with atrophy, executive function, mental processing speed, and verbal memory

Authors: Joel Ramirez, Alicia A McNeely, Christopher JM Scott, Donald T Stuss, Sandra E Black

Published in: Alzheimer's Research & Therapy | Issue 4/2014

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Abstract

Introduction

Subcortical hyperintensities (SHs) are radiological entities commonly observed on magnetic resonance imaging (MRI) of patients with Alzheimer’s disease (AD) and normal elderly controls. Although the presence of SH is believed to indicate some form of subcortical vasculopathy, pathological heterogeneity, methodological differences, and the contribution of brain atrophy associated with AD pathology have yielded inconsistent results in the literature.

Methods

Using the Lesion Explorer (LE) MRI processing pipeline for SH quantification and brain atrophy, this study examined SH volumes of interest and cognitive function in a sample of patients with AD (n = 265) and normal elderly controls (n = 100) from the Sunnybrook Dementia Study.

Results

Compared with healthy controls, patients with AD were found to have less gray matter, less white matter, and more sulcal and ventricular cerebrospinal fluid (all significant, P <0.0001). Additionally, patients with AD had greater volumes of whole-brain SH (P <0.01), periventricular SH (pvSH) (P <0.01), deep white SH (dwSH) (P <0.05), and lacunar lesions (P <0.0001). In patients with AD, regression analyses revealed a significant association between global atrophy and pvSH (P = 0.02) and ventricular atrophy with whole-brain SH (P <0.0001). Regional volumes of interest revealed significant correlations with medial middle frontal SH volume and executive function (P <0.001) in normal controls but not in patients with AD, global pvSH volume and mental processing speed (P <0.01) in patients with AD, and left temporal SH volume and memory (P <0.01) in patients with AD.

Conclusions

These brain-behavior relationships and correlations with brain atrophy suggest that subtle, yet measurable, signs of small vessel disease may have potential clinical relevance as targets for treatment in Alzheimer’s dementia.
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Literature
1.
go back to reference Jack CR, O’Brien PC, Rettman DW, Shiung MM, Xu Y, Muthupillai R, Manduca A, Avula R, Erickson BJ: FLAIR histogram segmentation for measurement of leukoaraiosis volume. J Magn Reson Imaging. 2001, 14: 668-676.PubMedCentralCrossRefPubMed Jack CR, O’Brien PC, Rettman DW, Shiung MM, Xu Y, Muthupillai R, Manduca A, Avula R, Erickson BJ: FLAIR histogram segmentation for measurement of leukoaraiosis volume. J Magn Reson Imaging. 2001, 14: 668-676.PubMedCentralCrossRefPubMed
2.
go back to reference 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: Neuroimaging standards for research into small vessel disease and its contribution to ageing and neurodegeneration. Lancet Neurol. 2013, 12: 822-838.PubMedCentralCrossRefPubMed 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: Neuroimaging standards for research into small vessel disease and its contribution to ageing and neurodegeneration. Lancet Neurol. 2013, 12: 822-838.PubMedCentralCrossRefPubMed
3.
go back to reference Pantoni L: Cerebral small vessel disease: from pathogenesis and clinical characteristics to therapeutic challenges. Lancet Neurol. 2010, 9: 689-701.CrossRefPubMed Pantoni L: Cerebral small vessel disease: from pathogenesis and clinical characteristics to therapeutic challenges. Lancet Neurol. 2010, 9: 689-701.CrossRefPubMed
6.
go back to reference De Groot JC, De Leeuw FE, Oudkerk M, Hofman A, Jolles J, Breteler MM: Cerebral white matter lesions and subjective cognitive dysfunction: the Rotterdam Scan Study. Neurology. 2001, 56: 1539-1545.CrossRefPubMed De Groot JC, De Leeuw FE, Oudkerk M, Hofman A, Jolles J, Breteler MM: Cerebral white matter lesions and subjective cognitive dysfunction: the Rotterdam Scan Study. Neurology. 2001, 56: 1539-1545.CrossRefPubMed
7.
go back to reference Smith EE, Salat DH, Jeng J, McCreary CR, Fischl B, Schmahmann JD, Dickerson BC, Viswanathan A, Albert MS, Blacker D, Greenberg SM: Correlations between MRI white matter lesion location and executive function and episodic memory. Neurology. 2011, 76: 1492-1499.PubMedCentralCrossRefPubMed Smith EE, Salat DH, Jeng J, McCreary CR, Fischl B, Schmahmann JD, Dickerson BC, Viswanathan A, Albert MS, Blacker D, Greenberg SM: Correlations between MRI white matter lesion location and executive function and episodic memory. Neurology. 2011, 76: 1492-1499.PubMedCentralCrossRefPubMed
8.
go back to reference O’Brien JT, Wiseman R, Burton EJ, Barber B, Wesnes K, Saxby B, Ford GA: Cognitive associations of subcortical white matter lesions in older people. Ann N Y Acad Sci. 2002, 977: 436-444.CrossRefPubMed O’Brien JT, Wiseman R, Burton EJ, Barber B, Wesnes K, Saxby B, Ford GA: Cognitive associations of subcortical white matter lesions in older people. Ann N Y Acad Sci. 2002, 977: 436-444.CrossRefPubMed
9.
go back to reference Burton EJ, Kenny RA, O’Brien J, Stephens S, Bradbury M, Rowan E, Kalaria R, Firbank M, Wesnes K, Ballard C: White matter hyperintensities are associated with impairment of memory, attention, and global cognitive performance in older stroke patients. Stroke. 2004, 35: 1270-1275.CrossRefPubMed Burton EJ, Kenny RA, O’Brien J, Stephens S, Bradbury M, Rowan E, Kalaria R, Firbank M, Wesnes K, Ballard C: White matter hyperintensities are associated with impairment of memory, attention, and global cognitive performance in older stroke patients. Stroke. 2004, 35: 1270-1275.CrossRefPubMed
10.
go back to reference van den Heuvel DM, ten Dam VH, de Craen AJ, Admiraal-Behloul F, Olofsen H, Bollen EL, Jolles J, Murray HM, Blauw GJ, Westendorp RG, van Buchem MA: Increase in periventricular white matter hyperintensities parallels decline in mental processing speed in a non-demented elderly population. J Neurol Neurosurg Psychiatry. 2006, 77: 149-153.PubMedCentralCrossRefPubMed van den Heuvel DM, ten Dam VH, de Craen AJ, Admiraal-Behloul F, Olofsen H, Bollen EL, Jolles J, Murray HM, Blauw GJ, Westendorp RG, van Buchem MA: Increase in periventricular white matter hyperintensities parallels decline in mental processing speed in a non-demented elderly population. J Neurol Neurosurg Psychiatry. 2006, 77: 149-153.PubMedCentralCrossRefPubMed
11.
go back to reference Au R, Massaro JM, Wolf PA, Young ME, Beiser A, Seshadri S, D’Agostino RB, Decarli C: Association of white matter hyperintensity volume with decreased cognitive functioning: the Framingham Heart Study. Arch Neurol. 2006, 63: 246-250.CrossRefPubMed Au R, Massaro JM, Wolf PA, Young ME, Beiser A, Seshadri S, D’Agostino RB, Decarli C: Association of white matter hyperintensity volume with decreased cognitive functioning: the Framingham Heart Study. Arch Neurol. 2006, 63: 246-250.CrossRefPubMed
12.
go back to reference Nadkarni NK, McIlroy WE, Mawji E, Black SE: Gait and subcortical hyperintensities in mild Alzheimer’s disease and aging. Dement Geriatr Cogn Disord. 2009, 28: 295-301.CrossRefPubMed Nadkarni NK, McIlroy WE, Mawji E, Black SE: Gait and subcortical hyperintensities in mild Alzheimer’s disease and aging. Dement Geriatr Cogn Disord. 2009, 28: 295-301.CrossRefPubMed
13.
go back to reference Swartz RH, Stuss DT, Gao F, Black SE: Independent cognitive effects of atrophy and diffuse subcortical and thalamico-cortical cerebrovascular disease in dementia. Stroke. 2008, 39: 822-830.CrossRefPubMed Swartz RH, Stuss DT, Gao F, Black SE: Independent cognitive effects of atrophy and diffuse subcortical and thalamico-cortical cerebrovascular disease in dementia. Stroke. 2008, 39: 822-830.CrossRefPubMed
14.
go back to reference Sachdev P, Wen W: Should we distinguish between periventricular and deep white matter hyperintensities?. Stroke. 2005, 36: 2342-2343.CrossRefPubMed Sachdev P, Wen W: Should we distinguish between periventricular and deep white matter hyperintensities?. Stroke. 2005, 36: 2342-2343.CrossRefPubMed
15.
go back to reference 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: 50-55.CrossRefPubMed 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: 50-55.CrossRefPubMed
16.
go back to reference van den Heuvel DM, Admiraal-Behloul F, Ten DV, Olofsen H, Bollen EL, Murray HM, Blauw GJ, Westendorp RG, de Craen AJ, van Buchem MA: Different progression rates for deep white matter hyperintensities in elderly men and women. Neurology. 2004, 63: 1699-1701.CrossRefPubMed van den Heuvel DM, Admiraal-Behloul F, Ten DV, Olofsen H, Bollen EL, Murray HM, Blauw GJ, Westendorp RG, de Craen AJ, van Buchem MA: Different progression rates for deep white matter hyperintensities in elderly men and women. Neurology. 2004, 63: 1699-1701.CrossRefPubMed
17.
go back to reference Levy-Cooperman N, Ramirez J, Lobaugh NJ, Black SE: Misclassified tissue volumes in Alzheimer disease patients with white matter hyperintensities: importance of lesion segmentation procedures for volumetric analysis. Stroke. 2008, 39: 1134-1141.CrossRefPubMed Levy-Cooperman N, Ramirez J, Lobaugh NJ, Black SE: Misclassified tissue volumes in Alzheimer disease patients with white matter hyperintensities: importance of lesion segmentation procedures for volumetric analysis. Stroke. 2008, 39: 1134-1141.CrossRefPubMed
18.
go back to reference Ramirez J, Gibson E, Quddus A, Lobaugh NJ, Feinstein A, Levine B, Scott CJ, Levy-Cooperman N, Gao FQ, Black SE: Lesion explorer: a comprehensive segmentation and parcellation package to obtain regional volumetrics for subcortical hyperintensities and intracranial tissue. Neuroimage. 2011, 54: 963-973.CrossRefPubMed Ramirez J, Gibson E, Quddus A, Lobaugh NJ, Feinstein A, Levine B, Scott CJ, Levy-Cooperman N, Gao FQ, Black SE: Lesion explorer: a comprehensive segmentation and parcellation package to obtain regional volumetrics for subcortical hyperintensities and intracranial tissue. Neuroimage. 2011, 54: 963-973.CrossRefPubMed
19.
go back to reference Hachinski V, Iadecola C, Petersen RC, Breteler MM, Nyenhuis DL, Black SE, Powers WJ, Decarli C, Merino JG, Kalaria RN, Vinters HV, Holtzman DM, Rosenberg GA, Wallin A, Dichgans M, Marler JR, Leblanc GG: National Institute of Neurological Disorders and Stroke-Canadian Stroke Network vascular cognitive impairment harmonization standards. Stroke. 2006, 37: 2220-2241.CrossRefPubMed Hachinski V, Iadecola C, Petersen RC, Breteler MM, Nyenhuis DL, Black SE, Powers WJ, Decarli C, Merino JG, Kalaria RN, Vinters HV, Holtzman DM, Rosenberg GA, Wallin A, Dichgans M, Marler JR, Leblanc GG: National Institute of Neurological Disorders and Stroke-Canadian Stroke Network vascular cognitive impairment harmonization standards. Stroke. 2006, 37: 2220-2241.CrossRefPubMed
20.
go back to reference McKhann GM, Knopman DS, Chertkow H, Hyman BT, Jack CR, Kawas CH, Klunk WE, Koroshetz WJ, Manly JJ, Mayeux R, Mohs RC, Morris JC, Rossor MN, Scheltens P, Carrillo MC, Thies B, Weintraub S, Phelps CH: The diagnosis of dementia due to Alzheimer’s disease: recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer’s disease. Alzheimers Dement. 2011, 7: 263-269.PubMedCentralCrossRefPubMed McKhann GM, Knopman DS, Chertkow H, Hyman BT, Jack CR, Kawas CH, Klunk WE, Koroshetz WJ, Manly JJ, Mayeux R, Mohs RC, Morris JC, Rossor MN, Scheltens P, Carrillo MC, Thies B, Weintraub S, Phelps CH: The diagnosis of dementia due to Alzheimer’s disease: recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer’s disease. Alzheimers Dement. 2011, 7: 263-269.PubMedCentralCrossRefPubMed
21.
go back to reference American Psychiatric Association: Diagnostic and Statistical Manual of Mental Disorders. 1994, Washington, DC: American Psychiatric Association, 4 American Psychiatric Association: Diagnostic and Statistical Manual of Mental Disorders. 1994, Washington, DC: American Psychiatric Association, 4
22.
go back to reference Lesack MD: Neuropsychological Assessment. 1983, New York: Oxford University Press Lesack MD: Neuropsychological Assessment. 1983, New York: Oxford University Press
23.
go back to reference Heaton RK: Wisconsin Card Sorting Test manual. 1981, Odessa, Florida: Psychological Assessment Resources Heaton RK: Wisconsin Card Sorting Test manual. 1981, Odessa, Florida: Psychological Assessment Resources
24.
go back to reference Reitan RM, Wolfson DB: The Halstead-Reitan Neuropsychological Test Battery: Theory and clinical interpretation. 1985, Tucson, AZ: Neuropsychological Press Reitan RM, Wolfson DB: The Halstead-Reitan Neuropsychological Test Battery: Theory and clinical interpretation. 1985, Tucson, AZ: Neuropsychological Press
25.
go back to reference Delis DC, Kramer JH, Kaplan E, Ober BA: The California Verbal Learning Test. 2000, San Antonio: The Psychological Corporation, 2 Delis DC, Kramer JH, Kaplan E, Ober BA: The California Verbal Learning Test. 2000, San Antonio: The Psychological Corporation, 2
26.
go back to reference Wechsler D: Wechsler Memory Scale - Revised. 1987, New York: The Psychological Corporation Wechsler D: Wechsler Memory Scale - Revised. 1987, New York: The Psychological Corporation
27.
go back to reference Mattis S: Mental status examination for organic mental syndrome in the elderly patient. Geriatric Psychiatry: A Handbook for Psychiatrists and Primary Care Physicians. Edited by: Bellak L, Karasu TB. 1976, New York: Grune & Stratton, 77-121. Mattis S: Mental status examination for organic mental syndrome in the elderly patient. Geriatric Psychiatry: A Handbook for Psychiatrists and Primary Care Physicians. Edited by: Bellak L, Karasu TB. 1976, New York: Grune & Stratton, 77-121.
28.
go back to reference Ramirez J, Scott CJ, Black SE: A short-term scan-rescan reliability test measuring brain tissue and subcortical hyperintensity volumetrics obtained using the lesion explorer structural MRI processing pipeline. Brain Topogr. 2013, 26: 35-38.CrossRefPubMed Ramirez J, Scott CJ, Black SE: A short-term scan-rescan reliability test measuring brain tissue and subcortical hyperintensity volumetrics obtained using the lesion explorer structural MRI processing pipeline. Brain Topogr. 2013, 26: 35-38.CrossRefPubMed
29.
go back to reference Kovacevic N, Lobaugh NJ, Bronskill MJ, Levine B, Feinstein A, Black SE: A robust method for extraction and automatic segmentation of brain images. Neuroimage. 2002, 17: 1087-1100.CrossRefPubMed Kovacevic N, Lobaugh NJ, Bronskill MJ, Levine B, Feinstein A, Black SE: A robust method for extraction and automatic segmentation of brain images. Neuroimage. 2002, 17: 1087-1100.CrossRefPubMed
30.
go back to reference Dade LA, Gao FQ, Kovacevic N, Roy P, Rockel C, O’Toole CM, Lobaugh NJ, Feinstein A, Levine B, Black SE: Semiautomatic brain region extraction: a method of parcellating brain regions from structural magnetic resonance images. Neuroimage. 2004, 22: 1492-1502.CrossRefPubMed Dade LA, Gao FQ, Kovacevic N, Roy P, Rockel C, O’Toole CM, Lobaugh NJ, Feinstein A, Levine B, Black SE: Semiautomatic brain region extraction: a method of parcellating brain regions from structural magnetic resonance images. Neuroimage. 2004, 22: 1492-1502.CrossRefPubMed
31.
go back to reference Blatter DD, Bigler ED, Gale SD, Johnson SC, Anderson CV, Burnett BM, Parker N, Kurth S, Horn SD: Quantitative volumetric analysis of brain MR: normative database spanning 5 decades of life. AJNR Am J Neuroradiol. 1995, 16: 241-251.PubMed Blatter DD, Bigler ED, Gale SD, Johnson SC, Anderson CV, Burnett BM, Parker N, Kurth S, Horn SD: Quantitative volumetric analysis of brain MR: normative database spanning 5 decades of life. AJNR Am J Neuroradiol. 1995, 16: 241-251.PubMed
32.
go back to reference Nestor SM, Rupsingh R, Borrie M, Smith M, Accomazzi V, Wells JL, Fogarty J, Bartha R: Ventricular enlargement as a possible measure of Alzheimer’s disease progression validated using the Alzheimer’s disease neuroimaging initiative database. Brain. 2008, 131: 2443-2454.PubMedCentralCrossRefPubMed Nestor SM, Rupsingh R, Borrie M, Smith M, Accomazzi V, Wells JL, Fogarty J, Bartha R: Ventricular enlargement as a possible measure of Alzheimer’s disease progression validated using the Alzheimer’s disease neuroimaging initiative database. Brain. 2008, 131: 2443-2454.PubMedCentralCrossRefPubMed
33.
go back to reference Carmichael OT, Kuller LH, Lopez OL, Thompson PM, Dutton RA, Lu A, Lee SE, Lee JY, Aizenstein HJ, Meltzer CC, Liu Y, Toga AW, Becker JT: Ventricular volume and dementia progression in the Cardiovascular Health Study. Neurobiol Aging. 2007, 28: 389-397.PubMedCentralCrossRefPubMed Carmichael OT, Kuller LH, Lopez OL, Thompson PM, Dutton RA, Lu A, Lee SE, Lee JY, Aizenstein HJ, Meltzer CC, Liu Y, Toga AW, Becker JT: Ventricular volume and dementia progression in the Cardiovascular Health Study. Neurobiol Aging. 2007, 28: 389-397.PubMedCentralCrossRefPubMed
34.
go back to reference Apostolova LG, Babakchanian S, Hwang KS, Green AE, Zlatev D, Chou YY, Decarli C, Jack CR, Petersen RC, Aisen PS, Cummings JL, Toga AW, Thompson PM: Ventricular enlargement and its clinical correlates in the imaging cohort from the ADCS MCI donepezil/vitamin E study. Alzheimer Dis Assoc Disord. 2013, 27: 174-181.PubMedCentralCrossRefPubMed Apostolova LG, Babakchanian S, Hwang KS, Green AE, Zlatev D, Chou YY, Decarli C, Jack CR, Petersen RC, Aisen PS, Cummings JL, Toga AW, Thompson PM: Ventricular enlargement and its clinical correlates in the imaging cohort from the ADCS MCI donepezil/vitamin E study. Alzheimer Dis Assoc Disord. 2013, 27: 174-181.PubMedCentralCrossRefPubMed
35.
go back to reference Folstein MF, Folstein SE, McHugh PR: Mini Mental State. A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 1975, 12: 189-198.CrossRefPubMed Folstein MF, Folstein SE, McHugh PR: Mini Mental State. A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 1975, 12: 189-198.CrossRefPubMed
36.
go back to reference Boone KB, Miller BL, Lesser IM, Mehringer CM, Hill-Gutierrez E, Goldberg MA, Berman NG: Neuropsychological correlates of white-matter lesions in healthy elderly subjects. A threshold effect. Arch Neurol. 1992, 49: 549-554.CrossRefPubMed Boone KB, Miller BL, Lesser IM, Mehringer CM, Hill-Gutierrez E, Goldberg MA, Berman NG: Neuropsychological correlates of white-matter lesions in healthy elderly subjects. A threshold effect. Arch Neurol. 1992, 49: 549-554.CrossRefPubMed
37.
go back to reference Liao D, Cooper L, Cai J, Toole JF, Bryan NR, Hutchinson RG, Tyroler HA: Presence and severity of cerebral white matter lesions and hypertension, its treatment, and its control. The ARIC Study. Atherosclerosis Risk in Communities Study. Stroke. 1996, 27: 2262-2270.CrossRefPubMed Liao D, Cooper L, Cai J, Toole JF, Bryan NR, Hutchinson RG, Tyroler HA: Presence and severity of cerebral white matter lesions and hypertension, its treatment, and its control. The ARIC Study. Atherosclerosis Risk in Communities Study. Stroke. 1996, 27: 2262-2270.CrossRefPubMed
38.
go back to reference Manolio TA, Kronmal RA, Burke GL, Poirier V, O’Leary DH, Gardin JM, Fried LP, Steinberg EP, Bryan RN: Magnetic resonance abnormalities and cardiovascular disease in older adults. The Cardiovascular Health Study. Stroke. 1994, 25: 318-327.CrossRefPubMed Manolio TA, Kronmal RA, Burke GL, Poirier V, O’Leary DH, Gardin JM, Fried LP, Steinberg EP, Bryan RN: Magnetic resonance abnormalities and cardiovascular disease in older adults. The Cardiovascular Health Study. Stroke. 1994, 25: 318-327.CrossRefPubMed
39.
go back to reference Schmidt R, Fazekas F, Kleinert G, Offenbacher H, Gindl K, Payer F, Freidl W, Niederkorn K, Lechner H: Magnetic resonance imaging signal hyperintensities in the deep and subcortical white matter. A comparative study between stroke patients and normal volunteers. Arch Neurol. 1992, 49: 825-827.CrossRefPubMed Schmidt R, Fazekas F, Kleinert G, Offenbacher H, Gindl K, Payer F, Freidl W, Niederkorn K, Lechner H: Magnetic resonance imaging signal hyperintensities in the deep and subcortical white matter. A comparative study between stroke patients and normal volunteers. Arch Neurol. 1992, 49: 825-827.CrossRefPubMed
40.
go back to reference Decarli C, Murphy DG, Tranh M, Grady CL, Haxby JV, Gillette JA, Salerno JA, Gonzales-Aviles A, Horwitz B, Rapoport SI: The effect of white matter hyperintensity volume on brain structure, cognitive performance, and cerebral metabolism of glucose in 51 healthy adults. Neurology. 1995, 45: 2077-2084.CrossRefPubMed Decarli C, Murphy DG, Tranh M, Grady CL, Haxby JV, Gillette JA, Salerno JA, Gonzales-Aviles A, Horwitz B, Rapoport SI: The effect of white matter hyperintensity volume on brain structure, cognitive performance, and cerebral metabolism of glucose in 51 healthy adults. Neurology. 1995, 45: 2077-2084.CrossRefPubMed
41.
go back to reference Gunning-Dixon FM, Raz N: The cognitive correlates of white matter abnormalities in normal aging: a quantitative review. Neuropsychology. 2000, 14: 224-232.CrossRefPubMed Gunning-Dixon FM, Raz N: The cognitive correlates of white matter abnormalities in normal aging: a quantitative review. Neuropsychology. 2000, 14: 224-232.CrossRefPubMed
42.
go back to reference Longstreth WT, Manolio TA, Arnold A, Burke GL, Bryan N, Jungreis CA, Enright PL, O’Leary D, Fried L: Clinical correlates of white matter findings on cranial magnetic resonance imaging of 3301 elderly people. The Cardiovascular Health Study. Stroke. 1996, 27: 1274-1282.CrossRefPubMed Longstreth WT, Manolio TA, Arnold A, Burke GL, Bryan N, Jungreis CA, Enright PL, O’Leary D, Fried L: Clinical correlates of white matter findings on cranial magnetic resonance imaging of 3301 elderly people. The Cardiovascular Health Study. Stroke. 1996, 27: 1274-1282.CrossRefPubMed
43.
go back to reference van Swieten JC, Geyskes GG, Derix MM, Peeck BM, Ramos LM, van Latum JC, van GJ: Hypertension in the elderly is associated with white matter lesions and cognitive decline. Ann Neurol. 1991, 30: 825-830.CrossRefPubMed van Swieten JC, Geyskes GG, Derix MM, Peeck BM, Ramos LM, van Latum JC, van GJ: Hypertension in the elderly is associated with white matter lesions and cognitive decline. Ann Neurol. 1991, 30: 825-830.CrossRefPubMed
44.
go back to reference Masdeu JC, Wolfson L, Lantos G, Tobin JN, Grober E, Whipple R, Amerman P: Brain white-matter changes in the elderly prone to falling. Arch Neurol. 1989, 46: 1292-1296.CrossRefPubMed Masdeu JC, Wolfson L, Lantos G, Tobin JN, Grober E, Whipple R, Amerman P: Brain white-matter changes in the elderly prone to falling. Arch Neurol. 1989, 46: 1292-1296.CrossRefPubMed
45.
go back to reference Sachdev PS, Wen W, Christensen H, Jorm AF: White matter hyperintensities are related to physical disability and poor motor function. J Neurol Neurosurg Psychiatry. 2005, 76: 362-367.PubMedCentralCrossRefPubMed Sachdev PS, Wen W, Christensen H, Jorm AF: White matter hyperintensities are related to physical disability and poor motor function. J Neurol Neurosurg Psychiatry. 2005, 76: 362-367.PubMedCentralCrossRefPubMed
46.
go back to reference Starr JM, Leaper SA, Murray AD, Lemmon HA, Staff RT, Deary IJ, Whalley LJ: Brain white matter lesions detected by magnetic resonance imaging are associated with balance and gait speed. J Neurol Neurosurg Psychiatry. 2003, 74: 94-98.PubMedCentralCrossRefPubMed Starr JM, Leaper SA, Murray AD, Lemmon HA, Staff RT, Deary IJ, Whalley LJ: Brain white matter lesions detected by magnetic resonance imaging are associated with balance and gait speed. J Neurol Neurosurg Psychiatry. 2003, 74: 94-98.PubMedCentralCrossRefPubMed
47.
go back to reference Whitman GT, Tang Y, Lin A, Baloh RW: A prospective study of cerebral white matter abnormalities in older people with gait dysfunction. Neurology. 2001, 57: 990-994.CrossRefPubMed Whitman GT, Tang Y, Lin A, Baloh RW: A prospective study of cerebral white matter abnormalities in older people with gait dysfunction. Neurology. 2001, 57: 990-994.CrossRefPubMed
48.
go back to reference Steingart A, Hachinski VC, Lau C, Fox AJ, Fox H, Lee D, Inzitari D, Merskey H: Cognitive and neurologic findings in demented patients with diffuse white matter lucencies on computed tomographic scan (leuko-araiosis). Arch Neurol. 1987, 44: 36-39.CrossRefPubMed Steingart A, Hachinski VC, Lau C, Fox AJ, Fox H, Lee D, Inzitari D, Merskey H: Cognitive and neurologic findings in demented patients with diffuse white matter lucencies on computed tomographic scan (leuko-araiosis). Arch Neurol. 1987, 44: 36-39.CrossRefPubMed
49.
go back to reference Ylikoski R, Ylikoski A, Erkinjuntti T, Sulkava R, Raininko R, Tilvis R: White matter changes in healthy elderly persons correlate with attention and speed of mental processing. Arch Neurol. 1993, 50: 818-824.CrossRefPubMed Ylikoski R, Ylikoski A, Erkinjuntti T, Sulkava R, Raininko R, Tilvis R: White matter changes in healthy elderly persons correlate with attention and speed of mental processing. Arch Neurol. 1993, 50: 818-824.CrossRefPubMed
50.
go back to reference Heo JH, Lee ST, Kon C, Park HJ, Shim JY, Kim M: White matter hyperintensities and cognitive dysfunction in Alzheimer disease. J Geriatr Psychiatry Neurol. 2009, 22: 207-212.CrossRefPubMed Heo JH, Lee ST, Kon C, Park HJ, Shim JY, Kim M: White matter hyperintensities and cognitive dysfunction in Alzheimer disease. J Geriatr Psychiatry Neurol. 2009, 22: 207-212.CrossRefPubMed
51.
go back to reference Brun A, Englund E: A white matter disorder in dementia of the Alzheimer type: A pathoanatomical study. Ann Neurol. 1986, 19: 253-262.CrossRefPubMed Brun A, Englund E: A white matter disorder in dementia of the Alzheimer type: A pathoanatomical study. Ann Neurol. 1986, 19: 253-262.CrossRefPubMed
52.
go back to reference Erkinjuntti T, Hachinski V: Rethinking vascular dementia. Cerebrovas Dis. 1993, 3: 3-23.CrossRef Erkinjuntti T, Hachinski V: Rethinking vascular dementia. Cerebrovas Dis. 1993, 3: 3-23.CrossRef
53.
go back to reference Fein G, Di SV, Tanabe J, Cardenas V, Weiner MW, Jagust WJ, Reed BR, Norman D, Schuff N, Kusdra L, Greenfield T, Chui H: Hippocampal and cortical atrophy predict dementia in subcortical ischemic vascular disease. Neurology. 2000, 55: 1626-1635.PubMedCentralCrossRefPubMed Fein G, Di SV, Tanabe J, Cardenas V, Weiner MW, Jagust WJ, Reed BR, Norman D, Schuff N, Kusdra L, Greenfield T, Chui H: Hippocampal and cortical atrophy predict dementia in subcortical ischemic vascular disease. Neurology. 2000, 55: 1626-1635.PubMedCentralCrossRefPubMed
54.
go back to reference Mungas D, Jagust WJ, Reed BR, Kramer JH, Weiner MW, Schuff N, Norman D, Mack WJ, Willis L, Chui HC: MRI predictors of cognition in subcortical ischemic vascular disease and Alzheimer’s disease. Neurology. 2001, 57: 2229-2235.PubMedCentralCrossRefPubMed Mungas D, Jagust WJ, Reed BR, Kramer JH, Weiner MW, Schuff N, Norman D, Mack WJ, Willis L, Chui HC: MRI predictors of cognition in subcortical ischemic vascular disease and Alzheimer’s disease. Neurology. 2001, 57: 2229-2235.PubMedCentralCrossRefPubMed
55.
go back to reference Vermeer SE, Den HT, Koudstaal PJ, Oudkerk M, Hofman A, Breteler MM: Incidence and risk factors of silent brain infarcts in the population-based Rotterdam Scan Study. Stroke. 2003, 34: 392-396.CrossRefPubMed Vermeer SE, Den HT, Koudstaal PJ, Oudkerk M, Hofman A, Breteler MM: Incidence and risk factors of silent brain infarcts in the population-based Rotterdam Scan Study. Stroke. 2003, 34: 392-396.CrossRefPubMed
56.
go back to reference Carmichael O, Schwarz C, Drucker D, Fletcher E, Harvey D, Beckett L, Jack CR, Weiner M, Decarli C: Longitudinal changes in white matter disease and cognition in the first year of the Alzheimer disease neuroimaging initiative. Arch Neurol. 2010, 67: 1370-1378.PubMedCentralCrossRefPubMed Carmichael O, Schwarz C, Drucker D, Fletcher E, Harvey D, Beckett L, Jack CR, Weiner M, Decarli C: Longitudinal changes in white matter disease and cognition in the first year of the Alzheimer disease neuroimaging initiative. Arch Neurol. 2010, 67: 1370-1378.PubMedCentralCrossRefPubMed
57.
go back to reference van der Vlies AE, Staekenborg SS, Admiraal-Behloul F, Prins ND, Barkhof F, Vrenken H, Reiber JH, Scheltens P, van der Flier WM: Associations between magnetic resonance imaging measures and neuropsychological impairment in early and late onset alzheimer’s disease. J Alzheimers Dis. 2013, 35: 169-178.PubMed van der Vlies AE, Staekenborg SS, Admiraal-Behloul F, Prins ND, Barkhof F, Vrenken H, Reiber JH, Scheltens P, van der Flier WM: Associations between magnetic resonance imaging measures and neuropsychological impairment in early and late onset alzheimer’s disease. J Alzheimers Dis. 2013, 35: 169-178.PubMed
58.
go back to reference Wahlund LO, Basun H, Almkvist O, Andersson-Lundman G, Julin P, Saaf J: White matter hyperintensities in dementia: does it matter?. Magn Reson Imaging. 1994, 12: 387-394.CrossRefPubMed Wahlund LO, Basun H, Almkvist O, Andersson-Lundman G, Julin P, Saaf J: White matter hyperintensities in dementia: does it matter?. Magn Reson Imaging. 1994, 12: 387-394.CrossRefPubMed
59.
go back to reference Gootjes L, Teipel SJ, Zebuhr Y, Schwarz R, Leinsinger G, Scheltens P, Moller HJ, Hampel H: Regional distribution of white matter hyperintensities in vascular dementia, Alzheimer’s disease and healthy aging. Dement Geriatr Cogn Disord. 2004, 18: 180-188.CrossRefPubMed Gootjes L, Teipel SJ, Zebuhr Y, Schwarz R, Leinsinger G, Scheltens P, Moller HJ, Hampel H: Regional distribution of white matter hyperintensities in vascular dementia, Alzheimer’s disease and healthy aging. Dement Geriatr Cogn Disord. 2004, 18: 180-188.CrossRefPubMed
60.
go back to reference Hirono N, Kitagaki H, Kazui H, Hashimoto M, Mori E: Impact of white matter changes on clinical manifestation of Alzheimer’s disease: A quantitative study. Stroke. 2000, 31: 2182-2188.CrossRefPubMed Hirono N, Kitagaki H, Kazui H, Hashimoto M, Mori E: Impact of white matter changes on clinical manifestation of Alzheimer’s disease: A quantitative study. Stroke. 2000, 31: 2182-2188.CrossRefPubMed
61.
go back to reference Stuss DT: Functions of the frontal lobes: relation to executive functions. J Int Neuropsychol Soc. 2011, 17: 759-765.CrossRefPubMed Stuss DT: Functions of the frontal lobes: relation to executive functions. J Int Neuropsychol Soc. 2011, 17: 759-765.CrossRefPubMed
62.
go back to reference Stuss DT, Alexander MP, Hamer L, Palumbo C, Dempster R, Binns M, Levine B, Izukawa D: The effects of focal anterior and posterior brain lesions on verbal fluency. J Int Neuropsychol Soc. 1998, 4: 265-278.PubMed Stuss DT, Alexander MP, Hamer L, Palumbo C, Dempster R, Binns M, Levine B, Izukawa D: The effects of focal anterior and posterior brain lesions on verbal fluency. J Int Neuropsychol Soc. 1998, 4: 265-278.PubMed
63.
go back to reference Bocti C, Swartz RH, Gao FQ, Sahlas DJ, Behl P, Black SE: A new visual rating scale to assess strategic white matter hyperintensities within cholinergic pathways in dementia. Stroke. 2005, 36: 2126-2131.CrossRefPubMed Bocti C, Swartz RH, Gao FQ, Sahlas DJ, Behl P, Black SE: A new visual rating scale to assess strategic white matter hyperintensities within cholinergic pathways in dementia. Stroke. 2005, 36: 2126-2131.CrossRefPubMed
64.
go back to reference Behl P, Bocti C, Swartz RH, Gao F, Sahlas DJ, Lanctot KL, Streiner DL, Black SE: Strategic subcortical hyperintensities in cholinergic pathways and executive function decline in treated Alzheimer patients. Arch Neurol. 2007, 64: 266-272.CrossRefPubMed Behl P, Bocti C, Swartz RH, Gao F, Sahlas DJ, Lanctot KL, Streiner DL, Black SE: Strategic subcortical hyperintensities in cholinergic pathways and executive function decline in treated Alzheimer patients. Arch Neurol. 2007, 64: 266-272.CrossRefPubMed
65.
go back to reference Swartz RH, Sahlas DJ, Black SE: Strategic involvement of cholinergic pathways correlates with visuospatial and executive dysfunction: Does the location of white matter signal hyperintensities matter?. J Stroke Cerebrovasc Dis. 2003, 12: 29-36.CrossRefPubMed Swartz RH, Sahlas DJ, Black SE: Strategic involvement of cholinergic pathways correlates with visuospatial and executive dysfunction: Does the location of white matter signal hyperintensities matter?. J Stroke Cerebrovasc Dis. 2003, 12: 29-36.CrossRefPubMed
66.
go back to reference Kim SH, Kang HS, Kim HJ, Moon Y, Ryu HJ, Kim MY, Han SH: The effect of ischemic cholinergic damage on cognition in patients with subcortical vascular cognitive impairment. J Geriatr Psychiatry Neurol. 2012, 25: 122-127.CrossRefPubMed Kim SH, Kang HS, Kim HJ, Moon Y, Ryu HJ, Kim MY, Han SH: The effect of ischemic cholinergic damage on cognition in patients with subcortical vascular cognitive impairment. J Geriatr Psychiatry Neurol. 2012, 25: 122-127.CrossRefPubMed
67.
go back to reference Kim HJ, Moon WJ, Han SH: Differential cholinergic pathway involvement in Alzheimer’s disease and subcortical ischemic vascular dementia. J Alzheimers Dis. 2013, 35: 129-136.PubMed Kim HJ, Moon WJ, Han SH: Differential cholinergic pathway involvement in Alzheimer’s disease and subcortical ischemic vascular dementia. J Alzheimers Dis. 2013, 35: 129-136.PubMed
68.
go back to reference Nordahl CW, Ranganath C, Yonelinas AP, Decarli C, Fletcher E, Jagust WJ: White matter changes compromise prefrontal cortex function in healthy elderly individuals. J Cogn Neurosci. 2006, 18: 418-429.PubMedCentralCrossRefPubMed Nordahl CW, Ranganath C, Yonelinas AP, Decarli C, Fletcher E, Jagust WJ: White matter changes compromise prefrontal cortex function in healthy elderly individuals. J Cogn Neurosci. 2006, 18: 418-429.PubMedCentralCrossRefPubMed
70.
go back to reference Potter GM, Marlborough FJ, Wardlaw JM: Wide variation in definition, detection, and description of lacunar lesions on imaging. Stroke. 2011, 42: 359-366.CrossRefPubMed Potter GM, Marlborough FJ, Wardlaw JM: Wide variation in definition, detection, and description of lacunar lesions on imaging. Stroke. 2011, 42: 359-366.CrossRefPubMed
71.
go back to reference Bastos Leite AJ, van Straaten EC, Scheltens P, Lycklama G, Barkhof F: Thalamic lesions in vascular dementia: low sensitivity of fluid-attenuated inversion recovery (FLAIR) imaging. Stroke. 2004, 35: 415-419.CrossRefPubMed Bastos Leite AJ, van Straaten EC, Scheltens P, Lycklama G, Barkhof F: Thalamic lesions in vascular dementia: low sensitivity of fluid-attenuated inversion recovery (FLAIR) imaging. Stroke. 2004, 35: 415-419.CrossRefPubMed
72.
go back to reference Sachdev P, Chen X, Wen W: White matter hyperintensities in mid-adult life. Curr Opin Psychiatry. 2008, 21: 268-274.CrossRefPubMed Sachdev P, Chen X, Wen W: White matter hyperintensities in mid-adult life. Curr Opin Psychiatry. 2008, 21: 268-274.CrossRefPubMed
73.
go back to reference Wahlund LO, Barkhof F, Fazekas F, Bronge L, Augustin M, Sjogren M, Wallin A, Ader H, Leys D, Pantoni L, Pasquier F, Erkinjuntti T, Scheltens P: A new rating scale for age-related white matter changes applicable to MRI and CT. Stroke. 2001, 32: 1318-1322.CrossRefPubMed Wahlund LO, Barkhof F, Fazekas F, Bronge L, Augustin M, Sjogren M, Wallin A, Ader H, Leys D, Pantoni L, Pasquier F, Erkinjuntti T, Scheltens P: A new rating scale for age-related white matter changes applicable to MRI and CT. Stroke. 2001, 32: 1318-1322.CrossRefPubMed
74.
go back to reference Fazekas F, Barkhof F, Wahlund LO, Pantoni L, Erkinjuntti T, Scheltens P, Schmidt R: CT and MRI rating of white matter lesions. Cerebrovasc Dis. 2002, 13: 31-36.CrossRefPubMed Fazekas F, Barkhof F, Wahlund LO, Pantoni L, Erkinjuntti T, Scheltens P, Schmidt R: CT and MRI rating of white matter lesions. Cerebrovasc Dis. 2002, 13: 31-36.CrossRefPubMed
75.
go back to reference Scheltens P, Erkinjuntti T, Leys D, Wahlund LO, Inzitari D, del Ser T, Pasquier F, Barkhof F, Mantyla R, Bowler J, Wallin A, Ghika J, Fazekas F, Pantoni L: White matter changes on CT and MRI: an overview of visual rating scales. European Task Force on age-related white matter changes. Eur Neurol. 1998, 39: 80-89.CrossRefPubMed Scheltens P, Erkinjuntti T, Leys D, Wahlund LO, Inzitari D, del Ser T, Pasquier F, Barkhof F, Mantyla R, Bowler J, Wallin A, Ghika J, Fazekas F, Pantoni L: White matter changes on CT and MRI: an overview of visual rating scales. European Task Force on age-related white matter changes. Eur Neurol. 1998, 39: 80-89.CrossRefPubMed
76.
go back to reference De Groot JC, De Leeuw FE, Oudkerk M, van Gijn J, Hofman A, Jolles J, Breteler MMB: Cerebral white matter lesions and cognitive function: the Rotterdam Scan Study. Ann Neurol. 2000, 47: 145-151.CrossRefPubMed De Groot JC, De Leeuw FE, Oudkerk M, van Gijn J, Hofman A, Jolles J, Breteler MMB: Cerebral white matter lesions and cognitive function: the Rotterdam Scan Study. Ann Neurol. 2000, 47: 145-151.CrossRefPubMed
77.
go back to reference Black SE, Gao FQ, Bilbao J: Understanding white matter disease: Imaging-pathological correlations in vascular cognitive impairment. Stroke. 2009, 40: S48-S52.CrossRefPubMed Black SE, Gao FQ, Bilbao J: Understanding white matter disease: Imaging-pathological correlations in vascular cognitive impairment. Stroke. 2009, 40: S48-S52.CrossRefPubMed
78.
go back to reference Moody DM, Brown WR, Challa VR, Anderson RL: Periventricular venous collagenosis: association with leukoaraiosis. Radiology. 1995, 194: 469-476.CrossRefPubMed Moody DM, Brown WR, Challa VR, Anderson RL: Periventricular venous collagenosis: association with leukoaraiosis. Radiology. 1995, 194: 469-476.CrossRefPubMed
79.
go back to reference Brown WR, Moody DM, Challa VR, Thore CR, Anstrom JA: Venous collagenosis and arteriolar tortuosity in leukoaraiosis. J Neurol Sci. 2002, 203–204: 159-163.CrossRefPubMed Brown WR, Moody DM, Challa VR, Thore CR, Anstrom JA: Venous collagenosis and arteriolar tortuosity in leukoaraiosis. J Neurol Sci. 2002, 203–204: 159-163.CrossRefPubMed
80.
go back to reference Brown WR, Moody DM, Thore CR, Challa VR: Cerebrovascular pathology in Alzheimer’s disease and leukoaraiosis. Ann N Y Acad Sci. 2000, 903: 39-45.CrossRefPubMed Brown WR, Moody DM, Thore CR, Challa VR: Cerebrovascular pathology in Alzheimer’s disease and leukoaraiosis. Ann N Y Acad Sci. 2000, 903: 39-45.CrossRefPubMed
82.
go back to reference Potter GM, Doubal FN, Jackson CA, Chappell FM, Sudlow CL, Dennis MS, Wardlaw JM: Counting cavitating lacunes underestimates the burden of lacunar infarction. Stroke. 2010, 41: 267-272.CrossRefPubMed Potter GM, Doubal FN, Jackson CA, Chappell FM, Sudlow CL, Dennis MS, Wardlaw JM: Counting cavitating lacunes underestimates the burden of lacunar infarction. Stroke. 2010, 41: 267-272.CrossRefPubMed
83.
go back to reference Barnes J, Carmichael OT, Leung KK, Schwarz C, Ridgway GR, Bartlett JW, Malone IB, Schott JM, Rossor MN, Biessels GJ, Decarli C, Fox NC: Vascular and Alzheimer’s disease markers independently predict brain atrophy rate in Alzheimer’s Disease Neuroimaging Initiative controls. Neurobiol Aging. 2013, 34: 1996-2002.PubMedCentralCrossRefPubMed Barnes J, Carmichael OT, Leung KK, Schwarz C, Ridgway GR, Bartlett JW, Malone IB, Schott JM, Rossor MN, Biessels GJ, Decarli C, Fox NC: Vascular and Alzheimer’s disease markers independently predict brain atrophy rate in Alzheimer’s Disease Neuroimaging Initiative controls. Neurobiol Aging. 2013, 34: 1996-2002.PubMedCentralCrossRefPubMed
Metadata
Title
Subcortical hyperintensity volumetrics in Alzheimer’s disease and normal elderly in the Sunnybrook Dementia Study: correlations with atrophy, executive function, mental processing speed, and verbal memory
Authors
Joel Ramirez
Alicia A McNeely
Christopher JM Scott
Donald T Stuss
Sandra E Black
Publication date
01-08-2014
Publisher
BioMed Central
Published in
Alzheimer's Research & Therapy / Issue 4/2014
Electronic ISSN: 1758-9193
DOI
https://doi.org/10.1186/alzrt279

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