151
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Kalheim LF, Bjørnerud A, Fladby T, Vegge K, Selnes P. White matter hyperintensity microstructure in amyloid dysmetabolism. J Cereb Blood Flow Metab 2017; 37:356-365. [PMID: 26792028 PMCID: PMC5363752 DOI: 10.1177/0271678x15627465] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2015] [Revised: 12/10/2015] [Accepted: 12/14/2015] [Indexed: 01/27/2023]
Abstract
Accumulating evidence suggests associations between cerebrovascular disease (CVD) and Alzheimer's disease (AD). White matter hyperintensities of presumed vascular origin (WMHs) are increased in subjects with mild cognitive impairment (MCI) and AD, but the exact pathomechanistic link is unknown. The current study investigated effects of amyloid dysmetabolism on the microstructure of WMHs in subjects with MCI or subjective cognitive decline (N = 51), dichotomized according to pathological or normal levels of amyloid-β peptide (Aβ42) in cerebrospinal fluid (CSF). Thirty-one subjects with low CSF Aβ42 (Aβ+) and 20 subjects with normal CSF Aβ42 (Aβ-) were assessed with magnetic resonance diffusion tensor imaging (DTI), and fractional anisotropy (FA), radial diffusivity (DR), axial diffusivity (DA), and mean diffusivity (MD) were determined. There were no significant differences in WMH volume or distribution between the groups, and neither age nor WMH volume had significant impact on the DTI indices. Nevertheless, there were significantly higher DA, DR, and MD in WMHs in Aβ+ relative to Aβ-; however, no differences in FA were found. The present results suggest that amyloid accumulation is associated with impaired structural integrity (e.g. relating to more extensive demyelination and loss of axons) in WMHs putatively adding to effects of ischemia.
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Affiliation(s)
- Lisa F Kalheim
- Department of Neurology, Akershus University Hospital, Lørenskog, Norway
- Institute of Clinical Medicine, Campus Ahus, University of Oslo, Oslo, Norway
| | - Atle Bjørnerud
- The Intervention Centre, Oslo University Hospital, Oslo, Norway
| | - Tormod Fladby
- Department of Neurology, Akershus University Hospital, Lørenskog, Norway
- Institute of Clinical Medicine, Campus Ahus, University of Oslo, Oslo, Norway
| | - Kjetil Vegge
- Department of Radiology, Akershus University Hospital, Lørenskog, Norway
| | - Per Selnes
- Department of Neurology, Akershus University Hospital, Lørenskog, Norway
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152
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Lindemer ER, Greve DN, Fischl B, Augustinack JC, Salat DH. Differential Regional Distribution of Juxtacortical White Matter Signal Abnormalities in Aging and Alzheimer's Disease. J Alzheimers Dis 2017; 57:293-303. [PMID: 28222518 PMCID: PMC5534349 DOI: 10.3233/jad-161057] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
BACKGROUND White matter signal abnormalities (WMSA) (also known as 'hyperintensities') on MRI are commonly seen in normal aging and increases have been noted in Alzheimer's disease (AD), but whether there is a spatial specificity to these increases is unknown. OBJECTIVE To discern whether or not there is a spatial pattern of WMSA in the brains of individuals with AD that differs from those who exhibit cognitively healthy aging. METHOD Structural MRI data from the Alzheimer's Disease Neuroimaging Initiative public database were used to quantify WMSA in 35 regions of interest (ROIs). Regional measures were compared between cognitively healthy older controls (OC; n = 107) and individuals with a clinical diagnosis of AD (n = 127). Regional WMSA volume was also assessed in individuals with mild cognitive impairment (MCI; n = 74) who were 6, 12, and 24 months away from AD conversion. RESULTS WMSA volume was significantly greater in AD compared to OC in 24 out of 35 ROIs after controlling for age, and nine were significantly higher after normalizing for total WMSA. Regions with greater WMSA volume in AD included rostral frontal, inferior temporal, and inferior parietal WM. In MCI, frontal and temporal regions demonstrated significantly greater WMSA volume with decreasing time-to-AD-conversion. DISCUSSION Individuals with AD have greater regional volume of WMSA compared to OC regardless of age or total WMSA volume. Accumulation of regional WMSA is linked to time to AD conversion in individuals with MCI. These findings indicate WMSA is an important pathological component of AD development.
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Affiliation(s)
- Emily R. Lindemer
- Harvard-MIT Division of Health Sciences and Technology, Cambridge, MA, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Douglas N. Greve
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Bruce Fischl
- Harvard-MIT Division of Health Sciences and Technology, Cambridge, MA, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Computer Science and Artificial Intelligence Laboratory (CSAIL), Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
| | - Jean C. Augustinack
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - David H. Salat
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Neuroimaging Research for Veterans (NeRVe) Center, VA Boston Healthcare System, Boston, MA, USA
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153
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Kalheim LF, Selnes P, Bjørnerud A, Coello C, Vegge K, Fladby T. Amyloid Dysmetabolism Relates to Reduced Glucose Uptake in White Matter Hyperintensities. Front Neurol 2016; 7:209. [PMID: 27917152 PMCID: PMC5116462 DOI: 10.3389/fneur.2016.00209] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2016] [Accepted: 11/08/2016] [Indexed: 12/25/2022] Open
Abstract
Alzheimer’s disease (AD) is the most prevalent neurodegenerative disorder and cause of dementia and is characterized by amyloid plaques and neurofibrillary tangles. AD has traditionally been considered to primarily affect gray matter, but multiple lines of evidence also indicate white matter (WM) pathology and associated small-vessel cerebrovascular disease. WM glucose delivery and metabolism may have implications for local tissue integrity, and [18F]-fluorodeoxyglucose positron emission tomography (FDG-PET) may be helpful to assess neuroglial and axonal function in WM. Hypothesizing that affection of oligodendroglia will be associated with loss of glucose uptake, we aimed to investigate glucose metabolism in magnetic resonance imaging (MRI) white matter hyperintensities (WMHs) and normal-appearing WM in patients with and without evidence of amyloid plaques. Subjects with mild cognitive impairment or subjective cognitive decline were included and dichotomized according to pathological (Aβ+) or normal (Aβ−) concentrations of cerebrospinal fluid amyloid-β 1–42. A total of 50 subjects were included, of whom 30 subjects were classified as Aβ(+) and 20 subjects as Aβ(−). All subjects were assessed with MRI and FDG-PET. FDG-PET images were corrected for effects of partial voluming and normalized to cerebellar WM, before determining WMH FDG-uptake. Although there were no significant differences between the groups in terms of age, WMH volume, number of individual WMHs, or WMH distribution, we found significantly lower (p = 0.021) FDG-uptake in WMHs in Aβ(+) subjects (mean = 0.662, SD = 0.113) compared to Aβ(−) subjects (mean = 0.596, SD = 0.073). There were no significant group differences in the FDG-uptake in normal-appearing WM. Similar results were obtained without correction for effects of partial voluming. Our findings add to the evidence for a link between Aβ dysmetabolism and WM pathology in AD.
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Affiliation(s)
- Lisa Flem Kalheim
- Department of Neurology, Akershus University Hospital, Lørenskog, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Per Selnes
- Department of Neurology, Akershus University Hospital , Lørenskog , Norway
| | - Atle Bjørnerud
- The Intervention Centre, Oslo University Hospital , Oslo , Norway
| | - Christopher Coello
- Preclinical PET/CT, Institute of Basic Medical Sciences, University of Oslo , Oslo , Norway
| | - Kjetil Vegge
- Department of Radiology, Akershus University Hospital , Lørenskog , Norway
| | - Tormod Fladby
- Department of Neurology, Akershus University Hospital, Lørenskog, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
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154
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Mergeche JL, Verghese J, Allali G, Wang C, Beauchet O, Kumar VP, Mathuranath P, Yuan J, Blumen HM. White Matter Hyperintensities in Older Adults and Motoric Cognitive Risk Syndrome. JOURNAL OF NEUROIMAGING IN PSYCHIATRY & NEUROLOGY 2016; 1:73-78. [PMID: 28630950 PMCID: PMC5473344 DOI: 10.17756/jnpn.2016-009] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
INTRODUCTION Motoric cognitive risk (MCR) syndrome is a recently described pre-dementia syndrome characterized by slow gait and cognitive complaints that has been implicated as a predictor of cognitive decline and dementia in older adults. Previous work suggests that cerebrovascular disease is associated with MCR. White matter hyperintensities (WMH) are postulated to be a product of cerebrovascular disease, and have been associated with impaired mobility and impaired cognition. This study aimed to determine if MCR is associated with regional WMH. METHODS Two cross-cultural cohorts of non-demented older adults were examined: 174 from a French memory clinic (62.1% male, mean age 70.7 ± 4.3 years) and 184 from an Indian community-dwelling cohort (55.4% male, mean age 66.2 ± 5.2 years). Participants were evaluated for slow gait, cognitive complaints, and regional WMH via MRI (fluid attenuated inversion recovery) FLAIR sequence. RESULTS Overall, 20.7% of participants met criteria for MCR, and 72.9% of participants had WMH on FLAIR. WMH in the frontal, parieto-occipital, temporal, basal ganglia, cerebellum, or brainstem were not associated with MCR in either of the two cohorts. CONCLUSION WMH was not significantly associated with MCR in this studied sample of participants, suggesting that other cerebrovascular pathophysiological mechanisms, or combination of mechanisms, might underlie MCR.
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Affiliation(s)
- Joanna L. Mergeche
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Joe Verghese
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Gilles Allali
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
- Department of Clinical Neurosciences, Geneva University Hospitals, Geneva, Switzerland
| | - Cuiling Wang
- Departments of Epidemiology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Olivier Beauchet
- Department of Neurosciences, Angers University Hospital, Angers, France
| | - V.G. Pradeep Kumar
- Department of Neurology, Baby Memorial Hospital, Kozhikode, Kerala, India
| | - P.S. Mathuranath
- Department of Neurology, National Institute of Mental Health & Neurosciences, Bengaluru, Karnataka, India
| | - Jennifer Yuan
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Helena M. Blumen
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY 10461, USA
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155
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Kaffashian S, Soumaré A, Zhu YC, Mazoyer B, Debette S, Tzourio C. Long-Term Clinical Impact of Vascular Brain Lesions on Magnetic Resonance Imaging in Older Adults in the Population. Stroke 2016; 47:2865-2869. [PMID: 27659853 DOI: 10.1161/strokeaha.116.014695] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2016] [Accepted: 08/01/2016] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE White matter hyperintensity (WMH) volume and covert brain infarcts are highly prevalent in older adults and are often asymptomatic. We compared the impact of WMH volume and brain infarcts on risk of clinical stroke and dementia in older adults in the population. METHODS Participants were 1677 individuals aged ≥65 years from the 3-City Dijon study, who were free of stroke and dementia at baseline, followed-up for ≤12 years. RESULTS Both lesion types were comparably associated with an increased risk of stroke (adjusted hazard ratio, 1.72; 95% confidence interval, 1.24-2.40 for WMH volume and hazard ratio, 2.15; 95% confidence interval, 1.18-3.93 for brain infarcts), but only WMH volume was associated with an increased risk of dementia (hazard ratio, 1.41; 95% confidence interval, 1.09-1.83). CONCLUSIONS The differential impact of WMH and brain infarcts on clinical stroke and dementia suggests relatively different prognostic value of the 2 lesions. WMHs may represent a particularly pertinent magnetic resonance imaging intermediate marker that can be utilized in optimizing prevention strategies for both stroke and dementia in primary care and in trials.
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Affiliation(s)
- Sara Kaffashian
- From the INSERM U1219 and University of Bordeaux, France (S.K., A.S., C.T., S.D.); Department of Neurology, Peking Union Medical College Hospital, Beijing, China (Y-C.Z.); CNRS-CEA UMR 5293 and University of Bordeaux, France (B.M.); Department of Neurology, Bordeaux University Hospital, France (S.D.); and Department of Neurology, Boston University School of Medicine, Framingham Heart Study, MA (S.D.)
| | - Aïcha Soumaré
- From the INSERM U1219 and University of Bordeaux, France (S.K., A.S., C.T., S.D.); Department of Neurology, Peking Union Medical College Hospital, Beijing, China (Y-C.Z.); CNRS-CEA UMR 5293 and University of Bordeaux, France (B.M.); Department of Neurology, Bordeaux University Hospital, France (S.D.); and Department of Neurology, Boston University School of Medicine, Framingham Heart Study, MA (S.D.)
| | - Yi-Cheng Zhu
- From the INSERM U1219 and University of Bordeaux, France (S.K., A.S., C.T., S.D.); Department of Neurology, Peking Union Medical College Hospital, Beijing, China (Y-C.Z.); CNRS-CEA UMR 5293 and University of Bordeaux, France (B.M.); Department of Neurology, Bordeaux University Hospital, France (S.D.); and Department of Neurology, Boston University School of Medicine, Framingham Heart Study, MA (S.D.)
| | - Bernard Mazoyer
- From the INSERM U1219 and University of Bordeaux, France (S.K., A.S., C.T., S.D.); Department of Neurology, Peking Union Medical College Hospital, Beijing, China (Y-C.Z.); CNRS-CEA UMR 5293 and University of Bordeaux, France (B.M.); Department of Neurology, Bordeaux University Hospital, France (S.D.); and Department of Neurology, Boston University School of Medicine, Framingham Heart Study, MA (S.D.)
| | - Stéphanie Debette
- From the INSERM U1219 and University of Bordeaux, France (S.K., A.S., C.T., S.D.); Department of Neurology, Peking Union Medical College Hospital, Beijing, China (Y-C.Z.); CNRS-CEA UMR 5293 and University of Bordeaux, France (B.M.); Department of Neurology, Bordeaux University Hospital, France (S.D.); and Department of Neurology, Boston University School of Medicine, Framingham Heart Study, MA (S.D.).
| | - Christophe Tzourio
- From the INSERM U1219 and University of Bordeaux, France (S.K., A.S., C.T., S.D.); Department of Neurology, Peking Union Medical College Hospital, Beijing, China (Y-C.Z.); CNRS-CEA UMR 5293 and University of Bordeaux, France (B.M.); Department of Neurology, Bordeaux University Hospital, France (S.D.); and Department of Neurology, Boston University School of Medicine, Framingham Heart Study, MA (S.D.).
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156
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Benedetti F, Poletti S, Hoogenboezem TA, Mazza E, Ambrée O, de Wit H, Wijkhuijs AJM, Locatelli C, Bollettini I, Colombo C, Arolt V, Drexhage HA. Inflammatory cytokines influence measures of white matter integrity in Bipolar Disorder. J Affect Disord 2016; 202:1-9. [PMID: 27253210 DOI: 10.1016/j.jad.2016.05.047] [Citation(s) in RCA: 102] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Accepted: 05/21/2016] [Indexed: 11/30/2022]
Abstract
BACKGROUND Bipolar Disorder (BD) is associated with elevated biomarkers of cell-mediated immune activation and inflammation and with signs of widespread disruption of white matter (WM) integrity in adult life. Consistent findings in animal models link WM damage in inflammatory diseases of the brain and serum levels of cytokines. METHODS With an exploratory approach, we tested the effects of 22 serum analytes, including pro- and anti-inflammatory cytokines and neurotrophic/hematopoietic factors, on DTI measures of WM microstructure in a sample of 31 patients with a major depressive episode in course of BD. We used whole brain tract-based spatial statistics in the WM skeleton with threshold-free cluster enhancement of DTI measures of WM microstructure: axial (AD), radial (RD), and mean diffusivity (MD), and fractional anisotropy (FA). RESULTS The inflammation-related cytokines TNF-α, IL-8, IFN-γ and IL-10, and the growth factors IGFBP2 and PDGF-BB, shared the same significant associations with lower FA, and higher MD and RD, in large overlapping networks of WM fibers mostly located in the anterior part of the brain and including corpus callosum, cingulum, superior and inferior longitudinal fasciculi, inferior fronto-occipital fasciculi, uncinate, forceps, corona radiata, thalamic radiation, internal capsule. CONCLUSIONS Higher RD is thought to signify increased space between fibers, suggesting demyelination or dysmyelination. The pattern of higher RD and MD with lower FA suggests that inflammation-related cytokine and growth factor levels inversely associate with integrity of myelin sheaths. The activated inflammatory response system might contribute to BD pathophysiology by hampering structural connectivity in critical cortico-limbic networks.
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Affiliation(s)
- Francesco Benedetti
- Department of Clinical Neurosciences, Scientific Institute Ospedale San Raffaele, Milano, University Vita-Salute San Raffaele, Milano, Italy; C.E.R.M.A.C. (Centro di Eccellenza Risonanza Magnetica ad Alto Campo), University Vita-Salute San Raffaele, Milano, Italy.
| | - Sara Poletti
- Department of Clinical Neurosciences, Scientific Institute Ospedale San Raffaele, Milano, University Vita-Salute San Raffaele, Milano, Italy; C.E.R.M.A.C. (Centro di Eccellenza Risonanza Magnetica ad Alto Campo), University Vita-Salute San Raffaele, Milano, Italy
| | | | - Elena Mazza
- Department of Clinical Neurosciences, Scientific Institute Ospedale San Raffaele, Milano, University Vita-Salute San Raffaele, Milano, Italy; C.E.R.M.A.C. (Centro di Eccellenza Risonanza Magnetica ad Alto Campo), University Vita-Salute San Raffaele, Milano, Italy
| | - Oliver Ambrée
- Department of Psychiatry, University of Münster, Münster, Germany
| | - Harm de Wit
- Department of Immunology, Erasmus University Medical Centre, Rotterdam, Netherlands
| | | | - Clara Locatelli
- Department of Clinical Neurosciences, Scientific Institute Ospedale San Raffaele, Milano, University Vita-Salute San Raffaele, Milano, Italy; C.E.R.M.A.C. (Centro di Eccellenza Risonanza Magnetica ad Alto Campo), University Vita-Salute San Raffaele, Milano, Italy
| | - Irene Bollettini
- Department of Clinical Neurosciences, Scientific Institute Ospedale San Raffaele, Milano, University Vita-Salute San Raffaele, Milano, Italy; C.E.R.M.A.C. (Centro di Eccellenza Risonanza Magnetica ad Alto Campo), University Vita-Salute San Raffaele, Milano, Italy
| | - Cristina Colombo
- Department of Clinical Neurosciences, Scientific Institute Ospedale San Raffaele, Milano, University Vita-Salute San Raffaele, Milano, Italy; C.E.R.M.A.C. (Centro di Eccellenza Risonanza Magnetica ad Alto Campo), University Vita-Salute San Raffaele, Milano, Italy
| | - Volker Arolt
- Department of Psychiatry, University of Münster, Münster, Germany
| | - Hemmo A Drexhage
- Department of Immunology, Erasmus University Medical Centre, Rotterdam, Netherlands
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157
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Duan D, Li C, Shen L, Cui C, Shu T, Zheng J. Regional Gray Matter Atrophy Coexistent with Occipital Periventricular White Matter Hyper Intensities. Front Aging Neurosci 2016; 8:214. [PMID: 27656141 PMCID: PMC5013128 DOI: 10.3389/fnagi.2016.00214] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2016] [Accepted: 08/24/2016] [Indexed: 01/03/2023] Open
Abstract
White matter hyperintensities (WMHs) and brain atrophy often coexist in the elderly. Additionally, WMH is often observed as occipital periventricular hyperintensities (OPVHs) with low-grade periventricular (PV) white matter (WM) lesions and is usually confined within an anatomical structure. However, the effects of OPVHs on gray matter (GM) atrophy remain largely unknown. In this study, we investigated GM atrophy in OPVHs patients and explored the relationship between such atrophy and clinical risk factors. T1-weighted and T2-weighted Magnetic resonance imaging (MRI) were acquired, and voxel-based morphometry (VBM) analysis was applied. The clinical (demographic and cardiovascular) risk factors of the OPVHs patients and healthy controls were then compared. Lastly, scatter plots and correlation analysis were applied to explore the relationship between the MRI results and clinical risk factors in the OPVHs patients. OPVHs patients had significantly reduced GM in the right supramarginal gyrus, right angular gyrus, right middle temporal gyrus, right anterior cingulum and left insula compared to healthy controls. Additionally, OPVHs patients had GM atrophy in the left precentral gyrus and left insula cortex, and such atrophy is associated with a reduction in low-density lipoprotein cholesterol (LDL-C) and apolipoprotein-B (Apo-B).
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Affiliation(s)
- Dazhi Duan
- Department of Neurology, Xinqiao Hospital, Third Military Medical University Chongqing, China
| | - Congyang Li
- Department of Neurology, Chengdu Military General Hospital Chengdu, China
| | - Lin Shen
- Department of Neurology, Xinqiao Hospital, Third Military Medical University Chongqing, China
| | - Chun Cui
- Department of Radiology, Xinqiao Hospital, Third Military Medical University Chongqing, China
| | - Tongsheng Shu
- Department of Radiology, Xinqiao Hospital, Third Military Medical University Chongqing, China
| | - Jian Zheng
- Department of Neurology, Xinqiao Hospital, Third Military Medical University Chongqing, China
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158
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Reginold W, Itorralba J, Luedke AC, Fernandez-Ruiz J, Reginold J, Islam O, Garcia A. Tractography at 3T MRI of Corpus Callosum Tracts Crossing White Matter Hyperintensities. AJNR Am J Neuroradiol 2016; 37:1617-22. [PMID: 27127001 DOI: 10.3174/ajnr.a4788] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2015] [Accepted: 02/16/2016] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE The impact of white matter hyperintensities on the diffusion characteristics of crossing tracts is unclear. This study used quantitative tractography at 3T MR imaging to compare, in the same individuals, the diffusion characteristics of corpus callosum tracts that crossed white matter hyperintensities with the diffusion characteristics of corpus callosum tracts that did not pass through white matter hyperintensities. MATERIALS AND METHODS Brain T2 fluid-attenuated inversion recovery-weighted and diffusion tensor 3T MR imaging scans were acquired in 24 individuals with white matter hyperintensities. Tractography data were generated by the Fiber Assignment by Continuous Tracking method. White matter hyperintensities and corpus callosum tracts were manually segmented. In the corpus callosum, the fractional anisotropy, radial diffusivity, and mean diffusivity of tracts crossing white matter hyperintensities were compared with the fractional anisotropy, radial diffusivity, and mean diffusivity of tracts that did not cross white matter hyperintensities. The cingulum, long association fibers, corticospinal/bulbar tracts, and thalamic projection fibers were included for comparison. RESULTS Within the corpus callosum, tracts that crossed white matter hyperintensities had decreased fractional anisotropy compared with tracts that did not pass through white matter hyperintensities (P = .002). Within the cingulum, tracts that crossed white matter hyperintensities had increased radial diffusivity compared with tracts that did not pass through white matter hyperintensities (P = .001). CONCLUSIONS In the corpus callosum and cingulum, tracts had worse diffusion characteristics when they crossed white matter hyperintensities. These results support a role for white matter hyperintensities in the disruption of crossing tracts.
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Affiliation(s)
- W Reginold
- From the Departments of Medical Imaging (W.R.) Memory Clinics (W.R., A.G.), Division of Geriatric Medicine, Department of Medicine
| | - J Itorralba
- Centre for Neuroscience Studies (J.I., A.G., A.C.L.), Queen's University, Kingston, Ontario, Canada
| | - A C Luedke
- Centre for Neuroscience Studies (J.I., A.G., A.C.L.), Queen's University, Kingston, Ontario, Canada
| | - J Fernandez-Ruiz
- Facultad de Medicina, (J.F.-R.), Universidad Nacional Autonoma de Mexico, Coyoacán, Mexico
| | - J Reginold
- Life Sciences (J.R.), University of Toronto, Toronto, Ontario, Canada
| | - O Islam
- Department of Diagnostic Radiology (O.I.), Kingston General Hospital, Queen's University, Kingston, Ontario, Canada
| | - A Garcia
- Memory Clinics (W.R., A.G.), Division of Geriatric Medicine, Department of Medicine Centre for Neuroscience Studies (J.I., A.G., A.C.L.), Queen's University, Kingston, Ontario, Canada
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159
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McAleese KE, Alafuzoff I, Charidimou A, De Reuck J, Grinberg LT, Hainsworth AH, Hortobagyi T, Ince P, Jellinger K, Gao J, Kalaria RN, Kovacs GG, Kövari E, Love S, Popovic M, Skrobot O, Taipa R, Thal DR, Werring D, Wharton SB, Attems J. Post-mortem assessment in vascular dementia: advances and aspirations. BMC Med 2016; 14:129. [PMID: 27600683 PMCID: PMC5011905 DOI: 10.1186/s12916-016-0676-5] [Citation(s) in RCA: 81] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2016] [Accepted: 08/19/2016] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND Cerebrovascular lesions are a frequent finding in the elderly population. However, the impact of these lesions on cognitive performance, the prevalence of vascular dementia, and the pathophysiology behind characteristic in vivo imaging findings are subject to controversy. Moreover, there are no standardised criteria for the neuropathological assessment of cerebrovascular disease or its related lesions in human post-mortem brains, and conventional histological techniques may indeed be insufficient to fully reflect the consequences of cerebrovascular disease. DISCUSSION Here, we review and discuss both the neuropathological and in vivo imaging characteristics of cerebrovascular disease, prevalence rates of vascular dementia, and clinico-pathological correlations. We also discuss the frequent comorbidity of cerebrovascular pathology and Alzheimer's disease pathology, as well as the difficult and controversial issue of clinically differentiating between Alzheimer's disease, vascular dementia and mixed Alzheimer's disease/vascular dementia. Finally, we consider additional novel approaches to complement and enhance current post-mortem assessment of cerebral human tissue. CONCLUSION Elucidation of the pathophysiology of cerebrovascular disease, clarification of characteristic findings of in vivo imaging and knowledge about the impact of combined pathologies are needed to improve the diagnostic accuracy of clinical diagnoses.
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Affiliation(s)
- Kirsty E McAleese
- Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, UK
| | - Irina Alafuzoff
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Andreas Charidimou
- Hemorrhagic Stroke Research Program, Department of Neurology, Massachusetts General Hospital Stroke Research Center, Harvard Medical School, Boston, MA, USA
| | | | - Lea T Grinberg
- Departments of neurology and Pathology, University of California, San Francisco, USA.,Department of Pathology - LIM-22, University of Sao Paulo Medical School, São Paulo, Brazil
| | - Atticus H Hainsworth
- Institute of Cardiovascular and Cell Sciences, St George's University of London, London, UK
| | - Tibor Hortobagyi
- Department of Neuropathology, University of Debrecen, Debrecen, Hungary
| | - Paul Ince
- Sheffield Institute for Translational Neuroscience, Sheffield, UK
| | | | - Jing Gao
- Neurological Department, Peking Union Medical College Hospital, Beijing, China
| | - Raj N Kalaria
- Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, UK
| | - Gabor G Kovacs
- Institute of Neurology, Medical University of Vienna, Vienna, Austria
| | - Enikö Kövari
- Department of Mental Health and Psychiatry, University of Geneva, Geneva, Switzerland
| | - Seth Love
- Clincial Neurosciences, University of Bristol, Bristol, UK
| | - Mara Popovic
- Institute of Pathology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Olivia Skrobot
- Clincial Neurosciences, University of Bristol, Bristol, UK
| | - Ricardo Taipa
- Unit of Neuropathology, Centro Hospitalar do Porto, University of Porto, Porto, Portugal
| | - Dietmar R Thal
- Department of Neuroscience, KU-Leuven and Department of Pathology, UZ-Leuven, Leuven, Belgium
| | - David Werring
- Institute of Neurology, University College London, London, UK
| | | | - Johannes Attems
- Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, UK.
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160
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Ho BL, Kao YH, Chou MC, Yang YH. Cerebral White Matter Changes on Therapeutic Response to Rivastigmine in Alzheimer’s Disease. J Alzheimers Dis 2016; 54:351-7. [DOI: 10.3233/jad-160364] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Bo-Lin Ho
- Department of Neurology, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung, Taiwan
- Department of Neurology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Yi-Hui Kao
- Department of Neurology, National Taiwan University Hospital, Yun-Lin Branch, Yun-Lin, Taiwan
| | - Mei-Chuan Chou
- Department of Neurology, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung, Taiwan
- Department of Neurology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Yuan-Han Yang
- Department of Neurology, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung, Taiwan
- Department of Neurology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of and Master’s Program in Neurology, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
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161
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Bilello M, Doshi J, Nabavizadeh SA, Toledo JB, Erus G, Xie SX, Trojanowski JQ, Han X, Davatzikos C. Correlating Cognitive Decline with White Matter Lesion and Brain Atrophy Magnetic Resonance Imaging Measurements in Alzheimer's Disease. J Alzheimers Dis 2016; 48:987-94. [PMID: 26402108 DOI: 10.3233/jad-150400] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
BACKGROUND Vascular risk factors are increasingly recognized as risks factors for Alzheimer's disease (AD) and early conversion from mild cognitive impairment (MCI) to dementia. While neuroimaging research in AD has focused on brain atrophy, metabolic function, or amyloid deposition, little attention has been paid to the effect of cerebrovascular disease to cognitive decline. OBJECTIVE To investigate the correlation of brain atrophy and white matter lesions with cognitive decline in AD, MCI, and control subjects. METHODS Patients with AD and MCI, and healthy subjects were included in this study. Subjects had a baseline MRI scan, and baseline and follow-up neuropsychological battery (CERAD). Regional volumes were measured, and white matter lesion segmentation was performed. Correlations between rate of CERAD score decline and white matter lesion load and brain structure volume were evaluated. In addition, voxel-based correlations between baseline CERAD scores and atrophy and white matter lesion measures were computed. RESULTS CERAD rate of decline was most significantly associated with lesion loads located in the fornices. Several temporal lobe ROI volumes were significantly associated with CERAD decline. Voxel-based analysis demonstrated strong correlation between baseline CERAD scores and atrophy measures in the anterior temporal lobes. Correlation of baseline CERAD scores with white matter lesion volumes achieved significance in multilobar subcortical white matter. CONCLUSION Both baseline and declines in CERAD scores correlate with white matter lesion load and gray matter atrophy. Results of this study highlight the dominant effect of volume loss, and underscore the importance of small vessel disease as a contributor to cognitive decline in the elderly.
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Affiliation(s)
- Michel Bilello
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Jimit Doshi
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - S Ali Nabavizadeh
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Jon B Toledo
- Department of Pathology & Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Guray Erus
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Sharon X Xie
- Department of Biostatistics and Epidemiology, University of Pennsylvania, Philadelphia, PA, USA
| | - John Q Trojanowski
- Department of Pathology & Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Xiaoyan Han
- Department of Biostatistics and Epidemiology, University of Pennsylvania, Philadelphia, PA, USA
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162
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Boublay N, Schott AM, Krolak-Salmon P. Neuroimaging correlates of neuropsychiatric symptoms in Alzheimer's disease: a review of 20 years of research. Eur J Neurol 2016; 23:1500-9. [PMID: 27435186 DOI: 10.1111/ene.13076] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2016] [Accepted: 06/08/2016] [Indexed: 11/28/2022]
Abstract
Assessing morphological, perfusion and metabolic brain changes preceding or associated with neuropsychiatric symptoms (NPSs) will help in the understanding of pathophysiological underlying processes in Alzheimer's disease (AD). This review aimed to highlight the main findings on significant associations between neuroimaging and NPSs, the pathophysiology to elucidate possible underlying mechanisms, and methodological issues to aid future research. Research papers published from January 1990 to October 2015 were identified in the databases PsycInfo, Embase, PubMed and Medline, using key words related to NPSs and imaging techniques. In addition to a semi-systematic search in the databases, we also performed hand searches based on reported citations identified to be of interest. Delusions, apathy and depression symptoms were particularly associated with brain changes in AD. The majority of studies disclosed an association between frontal lobe structural and/or metabolic changes and NPSs, implicating, interestingly, for all 12 NPSs studied, the anterior cingulate cortex although temporal, subcortical and parietal regions, and insula were also involved. Given the high degree of connectivity of these brain areas, frontal change correlates of NPSs may help in the understanding of neural network participation. This review also highlights crucial methodological issues that may reduce the heterogeneity of results to enable progress on the pathophysiological mechanisms and aid research on NPS treatments in AD. Based on a broad review of the current literature, a global brain pattern to support the huge heterogeneity of neuroimaging correlates of NPSs in AD and methodological strategies are suggested to help direct future research.
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Affiliation(s)
- N Boublay
- Memory Clinical and Research Center of Lyon, Hospital of Charpennes, University Hospital of Lyon, Lyon, France. .,University of Lyon, Lyon, France. .,Hospices Civils de Lyon, Pôle Information Médicale Evaluation Recherche, Lyon, France. .,INSERM, U1028, CNRS, UMR5292, Lyon Neuroscience Research Center, Brain Dynamics and Cognition Team, Lyon, France.
| | - A M Schott
- Hospices Civils de Lyon, Pôle Information Médicale Evaluation Recherche, Lyon, France.,University Lyon 1, Lyon, France
| | - P Krolak-Salmon
- Memory Clinical and Research Center of Lyon, Hospital of Charpennes, University Hospital of Lyon, Lyon, France.,University of Lyon, Lyon, France.,Clinical Research Centre CRC - VCF (Vieillissement - Cerveau - Fragilité), Hospital of Charpennes, University Hospital of Lyon, Lyon, France.,INSERM, U1028, CNRS, UMR5292, Lyon Neuroscience Research Center, Brain Dynamics and Cognition Team, Lyon, France
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163
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Duan D, Shen L, Li C, Cui C, Shu T, Zheng J. Memory impairment in occipital periventricular hyperintensity patients is associated with reduced functional responses in the insula and Heschl's gyrus. Int J Neurosci 2016; 127:493-500. [PMID: 27323873 DOI: 10.1080/00207454.2016.1198345] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
OBJECTIVES The aim of this study was to investigate the cognitive impairments of occipital periventricular hyperintensity (OPVH) patients and their brain-wide functional alterations in large scale. METHODS The Mini-Mental State Examination (MMSE) was performed in 15 OPVH patients and 12 age-matched healthy controls to distinguish the cognitive impairment features of OPVH. Functional magnetic resonance imaging (fMRI) was applied with a delayed digital match memory task to identify the brain-wide functional alterations in OPVH patients. RESULTS The two groups were not statistically different in terms of demographic or cardiovascular risk factors. The OPVH group had significantly lower scores in global cognitive abilities, immediate memory and delayed memory as determined by the MMSE (p < 0.05). The fMRI results demonstrated that the insula, precentral gyrus and Heschl's gyrus of the OPVH group had decreased activation compared to the control group (p < 0.005, uncorrected). Multivariate analysis also showed that OPVH was negatively correlated with reduced activation in the insula, precentral gyrus and Heschl's gyrus (p < 0.005). CONCLUSION OPVH affects the immediate and delayed memory. These changes are accompanied with decreased functional responses in the insula and Heschl's gyrus.
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Affiliation(s)
- Dazhi Duan
- a Department of Neurology, Xinqiao Hospital , Third Military Medical University , Chongqing , China
| | - Lin Shen
- a Department of Neurology, Xinqiao Hospital , Third Military Medical University , Chongqing , China
| | - Congyang Li
- b Department of Neurology , Chengdu Military General Hospital , Chengdu , China
| | - Chun Cui
- c Department of Radiology, Xinqiao Hospital , Third Military Medical University , Chongqing , China
| | - Tongsheng Shu
- c Department of Radiology, Xinqiao Hospital , Third Military Medical University , Chongqing , China
| | - Jian Zheng
- a Department of Neurology, Xinqiao Hospital , Third Military Medical University , Chongqing , China
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164
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Compta Y, Buongiorno M, Bargalló N, Valldeoriola F, Muñoz E, Tolosa E, Ríos J, Cámara A, Fernández M, Martí MJ. White matter hyperintensities, cerebrospinal amyloid-β and dementia in Parkinson's disease. J Neurol Sci 2016; 367:284-90. [PMID: 27423605 DOI: 10.1016/j.jns.2016.06.009] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2016] [Revised: 04/24/2016] [Accepted: 06/03/2016] [Indexed: 12/11/2022]
Affiliation(s)
- Yaroslau Compta
- Parkinson disease & Movement Disorders Unit, Neurology Service, Institut Clínic de Neurociències (ICN), Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación en Red de Enfermedades Neurodegenerativas (CIBERNED), Hospital Clínic, University of Barcelona, Barcelona, Catalonia, Spain
| | - Mariateresa Buongiorno
- Parkinson disease & Movement Disorders Unit, Neurology Service, Institut Clínic de Neurociències (ICN), Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación en Red de Enfermedades Neurodegenerativas (CIBERNED), Hospital Clínic, University of Barcelona, Barcelona, Catalonia, Spain
| | - Núria Bargalló
- Magnetic Resonance Unit, Neurorradiology Section, Centre de Diagnòstic per la Imatge (CDI), IDIBAPS, Hospital Clínic, Barcelona, Catalonia, Spain
| | - Francesc Valldeoriola
- Parkinson disease & Movement Disorders Unit, Neurology Service, Institut Clínic de Neurociències (ICN), Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación en Red de Enfermedades Neurodegenerativas (CIBERNED), Hospital Clínic, University of Barcelona, Barcelona, Catalonia, Spain
| | - Esteban Muñoz
- Parkinson disease & Movement Disorders Unit, Neurology Service, Institut Clínic de Neurociències (ICN), Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación en Red de Enfermedades Neurodegenerativas (CIBERNED), Hospital Clínic, University of Barcelona, Barcelona, Catalonia, Spain
| | - Eduardo Tolosa
- Parkinson disease & Movement Disorders Unit, Neurology Service, Institut Clínic de Neurociències (ICN), Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación en Red de Enfermedades Neurodegenerativas (CIBERNED), Hospital Clínic, University of Barcelona, Barcelona, Catalonia, Spain
| | - José Ríos
- Statistics and Methodologic Support Unit, Unitat d'Avaluació, Suport i Prevenció (UASP), Hospital Clínic, IDIBAPS, Barcelona, Catalonia, Spain
| | - Ana Cámara
- Parkinson disease & Movement Disorders Unit, Neurology Service, Institut Clínic de Neurociències (ICN), Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación en Red de Enfermedades Neurodegenerativas (CIBERNED), Hospital Clínic, University of Barcelona, Barcelona, Catalonia, Spain
| | - Manel Fernández
- Parkinson disease & Movement Disorders Unit, Neurology Service, Institut Clínic de Neurociències (ICN), Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación en Red de Enfermedades Neurodegenerativas (CIBERNED), Hospital Clínic, University of Barcelona, Barcelona, Catalonia, Spain
| | - Maria J Martí
- Parkinson disease & Movement Disorders Unit, Neurology Service, Institut Clínic de Neurociències (ICN), Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación en Red de Enfermedades Neurodegenerativas (CIBERNED), Hospital Clínic, University of Barcelona, Barcelona, Catalonia, Spain.
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165
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Kaffashian S, Tzourio C, Zhu YC, Mazoyer B, Debette S. Differential Effect of White-Matter Lesions and Covert Brain Infarcts on the Risk of Ischemic Stroke and Intracerebral Hemorrhage. Stroke 2016; 47:1923-5. [PMID: 27283199 DOI: 10.1161/strokeaha.116.012734] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Accepted: 04/29/2016] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE We examined the association of white-matter hyperintensity (WMH) volume and covert brain infarcts, which are the 2 major magnetic resonance imaging markers of covert cerebrovascular disease in older adults, with long-term risk of ischemic stroke and intracerebral hemorrhage (ICH) in the general population. METHODS Participants were 1731 individuals aged ≥65 years from the Three-City Dijon study. We studied the association of WMH volume and brain infarct, with incident ischemic stroke overall, and by subtype, and with incident ICH. RESULTS High total, periventricular, and deep WMHs were associated with incident ICH. Extensive periventricular WMH volume was associated with increased risk of ischemic stroke (hazard ratio, 1.94; 95% confidence interval, 1.12-3.35), particularly cardioembolic stroke. Covert brain infarcts were associated with incident ICH but not with incident ischemic stroke or its subtypes. CONCLUSIONS Although of ischemic nature, both WMH volume and covert brain infarcts portend a major risk of ICH. If confirmed in independent studies, these findings could have important implications for the clinical management of covert vascular brain lesions.
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Affiliation(s)
- Sara Kaffashian
- From INSERM U1219 (S.K., C.T., S.D.) and CNRS-CEA UMR 5296 (B.M.), University of Bordeaux, Bordeaux Cedex, France; Department of Neurology, Peking Union Medical College Hospital, Beijing, China (Y.-C.Z.); and Department of Neurology, Bordeaux University Hospital, Bordeaux Cedex, France (S.D.)
| | - Christophe Tzourio
- From INSERM U1219 (S.K., C.T., S.D.) and CNRS-CEA UMR 5296 (B.M.), University of Bordeaux, Bordeaux Cedex, France; Department of Neurology, Peking Union Medical College Hospital, Beijing, China (Y.-C.Z.); and Department of Neurology, Bordeaux University Hospital, Bordeaux Cedex, France (S.D.)
| | - Yi-Cheng Zhu
- From INSERM U1219 (S.K., C.T., S.D.) and CNRS-CEA UMR 5296 (B.M.), University of Bordeaux, Bordeaux Cedex, France; Department of Neurology, Peking Union Medical College Hospital, Beijing, China (Y.-C.Z.); and Department of Neurology, Bordeaux University Hospital, Bordeaux Cedex, France (S.D.)
| | - Bernard Mazoyer
- From INSERM U1219 (S.K., C.T., S.D.) and CNRS-CEA UMR 5296 (B.M.), University of Bordeaux, Bordeaux Cedex, France; Department of Neurology, Peking Union Medical College Hospital, Beijing, China (Y.-C.Z.); and Department of Neurology, Bordeaux University Hospital, Bordeaux Cedex, France (S.D.)
| | - Stéphanie Debette
- From INSERM U1219 (S.K., C.T., S.D.) and CNRS-CEA UMR 5296 (B.M.), University of Bordeaux, Bordeaux Cedex, France; Department of Neurology, Peking Union Medical College Hospital, Beijing, China (Y.-C.Z.); and Department of Neurology, Bordeaux University Hospital, Bordeaux Cedex, France (S.D.).
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166
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Ruan Q, D'Onofrio G, Sancarlo D, Bao Z, Greco A, Yu Z. Potential neuroimaging biomarkers of pathologic brain changes in Mild Cognitive Impairment and Alzheimer's disease: a systematic review. BMC Geriatr 2016; 16:104. [PMID: 27184250 PMCID: PMC4869390 DOI: 10.1186/s12877-016-0281-7] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2016] [Accepted: 05/09/2016] [Indexed: 12/16/2022] Open
Abstract
Background Neuroimaging-biomarkers of Mild Cognitive Impairment (MCI) allow an early diagnosis in preclinical stages of Alzheimer’s disease (AD). The goal in this paper was to review of biomarkers for Mild Cognitive Impairment (MCI) and Alzheimer’s disease (AD), with emphasis on neuroimaging biomarkers. Methods A systematic review was conducted from existing literature that draws on markers and evidence for new measurement techniques of neuroimaging in AD, MCI and non-demented subjects. Selection criteria included: 1) age ≥ 60 years; 2) diagnosis of AD according to NIAAA criteria, 3) diagnosis of MCI according to NIAAA criteria with a confirmed progression to AD assessed by clinical follow-up, and 4) acceptable clinical measures of cognitive impairment, disability, quality of life, and global clinical assessments. Results Seventy-two articles were included in the review. With the development of new radioligands of neuroimaging, today it is possible to measure different aspects of AD neuropathology, early diagnosis of MCI and AD become probable from preclinical stage of AD to AD dementia and non-AD dementia. Conclusions The panel of noninvasive neuroimaging-biomarkers reviewed provides a set methods to measure brain structural and functional pathophysiological changes in vivo, which are closely associated with preclinical AD, MCI and non-AD dementia. The dynamic measures of these imaging biomarkers are used to predict the disease progression in the early stages and improve the assessment of therapeutic efficacy in these diseases in future clinical trials.
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Affiliation(s)
- Qingwei Ruan
- Shanghai Institute of Geriatrics and Gerontology, Shanghai Key Laboratory of Clinical Geriatrics, Department of Geriatrics, Huadong Hospital, and Research Center of Aging and Medicine, Shanghai Medical College, Fudan University, Shanghai, 200040, China
| | - Grazia D'Onofrio
- Geriatric Unit & Laboratory of Gerontology and Geriatrics, Department of Medical Sciences, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo, Foggia, Italy.
| | - Daniele Sancarlo
- Geriatric Unit & Laboratory of Gerontology and Geriatrics, Department of Medical Sciences, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo, Foggia, Italy
| | - Zhijun Bao
- Shanghai Institute of Geriatrics and Gerontology, Shanghai Key Laboratory of Clinical Geriatrics, Department of Geriatrics, Huadong Hospital, and Research Center of Aging and Medicine, Shanghai Medical College, Fudan University, Shanghai, 200040, China
| | - Antonio Greco
- Geriatric Unit & Laboratory of Gerontology and Geriatrics, Department of Medical Sciences, IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo, Foggia, Italy
| | - Zhuowei Yu
- Shanghai Institute of Geriatrics and Gerontology, Shanghai Key Laboratory of Clinical Geriatrics, Department of Geriatrics, Huadong Hospital, and Research Center of Aging and Medicine, Shanghai Medical College, Fudan University, Shanghai, 200040, China. .,Huadong Hospital, Shanghai Medical College, Fudan University, 221 West Yan An Road, Shanghai, 200040, P.R. China.
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167
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Clark AL, Sorg SF, Schiehser DM, Luc N, Bondi MW, Sanderson M, Werhane ML, Delano-Wood L. Deep white matter hyperintensities affect verbal memory independent of PTSD symptoms in veterans with mild traumatic brain injury. Brain Inj 2016; 30:864-71. [DOI: 10.3109/02699052.2016.1144894] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Alexandra L. Clark
- San Diego (SDSU/UCSD) Joint Doctoral Program in Clinical Psychology, San Diego State University/University of California, San Diego, CA, USA
- VA San Diego Healthcare System (VASDHS), San Diego, CA, USA
| | - Scott F. Sorg
- VA San Diego Healthcare System (VASDHS), San Diego, CA, USA
- Department of Psychiatry, UCSD School of Medicine, San Diego, CA, USA
| | - Dawn M. Schiehser
- VA San Diego Healthcare System (VASDHS), San Diego, CA, USA
- Department of Psychiatry, UCSD School of Medicine, San Diego, CA, USA
| | - Norman Luc
- VA San Diego Healthcare System (VASDHS), San Diego, CA, USA
| | - Mark W. Bondi
- VA San Diego Healthcare System (VASDHS), San Diego, CA, USA
- Department of Psychiatry, UCSD School of Medicine, San Diego, CA, USA
| | - Mark Sanderson
- VA San Diego Healthcare System (VASDHS), San Diego, CA, USA
| | - Madeleine L. Werhane
- San Diego (SDSU/UCSD) Joint Doctoral Program in Clinical Psychology, San Diego State University/University of California, San Diego, CA, USA
- VA San Diego Healthcare System (VASDHS), San Diego, CA, USA
| | - Lisa Delano-Wood
- VA San Diego Healthcare System (VASDHS), San Diego, CA, USA
- Department of Psychiatry, UCSD School of Medicine, San Diego, CA, USA
- Center of Excellence for Stress and Mental Health, VASDHS, San Diego, CA, USA
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168
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Kandel BM, Avants BB, Gee JC, McMillan CT, Erus G, Doshi J, Davatzikos C, Wolk DA. White matter hyperintensities are more highly associated with preclinical Alzheimer's disease than imaging and cognitive markers of neurodegeneration. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2016; 4:18-27. [PMID: 27489875 PMCID: PMC4950175 DOI: 10.1016/j.dadm.2016.03.001] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
INTRODUCTION Cognitive tests and nonamyloid imaging biomarkers do not consistently identify preclinical AD. The objective of this study was to evaluate whether white matter hyperintensity (WMH) volume, a cerebrovascular disease marker, is more associated with preclinical AD than conventional AD biomarkers and cognitive tests. METHODS Elderly controls enrolled in the Alzheimer's Disease Neuroimaging Initiative (ADNI, n = 158) underwent florbetapir-PET scans, psychometric testing, neuroimaging with MRI and PET, and APOE genetic testing. Elderly controls the Parkinson's progression markers initiative (PPMI, n = 58) had WMH volume, cerebrospinal fluid (CSF) Aβ1-42, and APOE status measured. RESULTS In the ADNI cohort, only WMH volume and APOE ε4 status were associated with cerebral Aβ (standardized β = 0.44 and 1.25, P = .03 and .002). The association between WMH volume and APOE ε4 status with cerebral Aβ (standardized β = 1.12 and 0.26, P = .048 and .045) was confirmed in the PPMI cohort. DISCUSSION WMH volume is more highly associated with preclinical AD than other AD biomarkers.
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Affiliation(s)
- Benjamin M. Kandel
- Penn Image Computing and Science Laboratory and Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA
| | - Brian B. Avants
- Penn Image Computing and Science Laboratory and Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - James C. Gee
- Penn Image Computing and Science Laboratory and Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Corey T. McMillan
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Guray Erus
- Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA
| | - Jimit Doshi
- Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA
| | - Christos Davatzikos
- Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA
| | - David A. Wolk
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Felsky D, De Jager PL, Schneider JA, Arfanakis K, Fleischman DA, Arvanitakis Z, Honer WG, Pouget JG, Mizrahi R, Pollock BG, Kennedy JL, Bennett DA, Voineskos AN. Cerebrovascular and microglial states are not altered by functional neuroinflammatory gene variant. J Cereb Blood Flow Metab 2016; 36:819-30. [PMID: 26762507 PMCID: PMC4821029 DOI: 10.1177/0271678x15626719] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2015] [Revised: 11/12/2015] [Accepted: 11/16/2015] [Indexed: 02/06/2023]
Abstract
The translocator protein, a microglial-expressed marker of neuroinflammation, has been implicated in Alzheimer's disease, which is characterized by alterations in vascular and inflammatory states. ATSPOvariant, rs6971, determines binding affinity of exogenous radioligandsin vivo; however, the effect of these altered binding characteristics on inflammatory and cerebrovascular biomarkers has not been assessed. In 2345 living subjects (Alzheimer's Disease Neuroimaging Initiative, n = 1330) and postmortem brain samples (Religious Orders Study and Memory and Aging Project, n = 1015), we analyzed effects of rs6971 on white matter hyperintensisites, cerebral infarcts, circulating inflammatory biomarkers, amyloid angiopathy, and microglial activation. We found that rs6971 does not alter translocator protein in a way that impacts cerebrovascular and inflammatory states known to be affected in dementia.
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Affiliation(s)
- Daniel Felsky
- Campbell Family Mental Health Institute, Centre for Addiction and Mental Health, Department of Psychiatry, University of Toronto, Toronto, ON, Canada Institute of Medical Science, University of Toronto, King's College Circle, Toronto, ON, Canada
| | - Philip L De Jager
- Program in Translational NeuroPsychiatric Genomics, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA
| | - Julie A Schneider
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Konstantinos Arfanakis
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA Department of Biomedical Engineering, Illinois Institute of Technology, IL, USA
| | - Debra A Fleischman
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Zoe Arvanitakis
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - William G Honer
- BC Mental Health and Addictions Research Institute, University of British Columbia, Vancouver, BC, Canada
| | - Jennie G Pouget
- Campbell Family Mental Health Institute, Centre for Addiction and Mental Health, Department of Psychiatry, University of Toronto, Toronto, ON, Canada Institute of Medical Science, University of Toronto, King's College Circle, Toronto, ON, Canada
| | - Romina Mizrahi
- Campbell Family Mental Health Institute, Centre for Addiction and Mental Health, Department of Psychiatry, University of Toronto, Toronto, ON, Canada Institute of Medical Science, University of Toronto, King's College Circle, Toronto, ON, Canada
| | - Bruce G Pollock
- Campbell Family Mental Health Institute, Centre for Addiction and Mental Health, Department of Psychiatry, University of Toronto, Toronto, ON, Canada Institute of Medical Science, University of Toronto, King's College Circle, Toronto, ON, Canada
| | - James L Kennedy
- Campbell Family Mental Health Institute, Centre for Addiction and Mental Health, Department of Psychiatry, University of Toronto, Toronto, ON, Canada Institute of Medical Science, University of Toronto, King's College Circle, Toronto, ON, Canada
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Aristotle N Voineskos
- Campbell Family Mental Health Institute, Centre for Addiction and Mental Health, Department of Psychiatry, University of Toronto, Toronto, ON, Canada Institute of Medical Science, University of Toronto, King's College Circle, Toronto, ON, Canada
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Chapuis P, Sauvée M, Medici M, Serra A, Banciu E, Moreau-Gaudry A, Moreaud O, Krainik A. Morphologic and neuropsychological patterns in patients suffering from Alzheimer's disease. Neuroradiology 2016; 58:459-66. [PMID: 26879914 DOI: 10.1007/s00234-016-1659-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2015] [Accepted: 02/02/2016] [Indexed: 10/22/2022]
Abstract
INTRODUCTION We conducted a retrospective study to identify morphological subgroups of patients referred for AD or aMCI and to seek for differences across neuropsychological performances. METHODS One hundred forty-five patients (mean age = 76.01, 88 women and 57 men) referred for AD, either at the stage of dementia or aMCI, were examined using structural MRI. Five observers reviewed blindly twice all examinations. We rated microangiopathy, hippocampal, parietal atrophies, including a gradient of fronto-parietal atrophy (GFPA). A multiple component analysis (MCA) followed by a hierarchical ascending classification was conducted to identify morphologically distinct subgroups. Among these, 76 patients completed all the neuropsychological tests. Univariate and multivariate analyses were further conducted on these data across morphological subgroups. The institutional review board approved the research protocol. RESULTS Inter- and intra-raters' agreements were excellent and very good for microangiopathy and hippocampal atrophy ratings. They were higher for GFPA than for the parietal atrophy scale. MCA without priors identified three groups: group 1 was characterized by no/discrete microangiopathy, severe hippocampal, and predominant parietal atrophy; group 2 had significant microangiopathy, severe hippocampal atrophy, and no predominant parietal atrophy; group 3 had a mild hippocampal atrophy and parietal atrophies. In group 1, working memory profile was less impaired than in group 2 (p = 0.01). Neuropsychological performances of group 3 were higher in most domains. CONCLUSION Combined characterization of microangiopathy, hippocampal, parietal, and GFPA allows identifying morphological subgroups among patients referred for AD and at risk. These groups have some neuropsychological differences, suggesting different pathophysiological mechanisms or co-existing conditions.
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Affiliation(s)
- Pierre Chapuis
- Department of Neuroradiology and MRI, University Hospital of Grenoble, CS 10217, 38043 cedex 9, Grenoble, France
| | - Mathilde Sauvée
- Department of Neurology, University Hospital of Grenoble, Grenoble, France
| | - Maud Medici
- CIT803, University Hospital of Grenoble, Grenoble, France
| | - Amélie Serra
- Department of Neurology, University Hospital of Grenoble, Grenoble, France
| | - Eldda Banciu
- Department of Neuroradiology and MRI, University Hospital of Grenoble, CS 10217, 38043 cedex 9, Grenoble, France
| | - Alexandre Moreau-Gaudry
- CIT803, University Hospital of Grenoble, Grenoble, France.,Joseph Fourier University, Grenoble, France
| | - Olivier Moreaud
- Department of Neurology, University Hospital of Grenoble, Grenoble, France
| | - Alexandre Krainik
- Department of Neuroradiology and MRI, University Hospital of Grenoble, CS 10217, 38043 cedex 9, Grenoble, France. .,INSERM U 836, Grenoble Institute of Neurosciences, Grenoble, France.
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171
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Zhang L, Dong W, Han J, Wang Z, Sun D, Ji X, Li M, Zhang B. Montreal cognitive assessment and analysis of related factors for cognitive impairment in patients with chronic cerebral circulation insufficiency. Int J Psychiatry Med 2016; 50:257-70. [PMID: 26561273 DOI: 10.1177/0091217415610306] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Chronic cerebral circulation insufficiency (CCCI) refers to cerebral dysfunctions that lead to cerebral vascular pathological changes. Our aim is to identify factors related to cognitive impairment in CCCI. METHODS CCCI patients (n=102) were assessed with the Montreal cognitive assessment (MoCA) to analyze cognitive impairment. Patients were divided into two groups according to MoCA scores: (1) cognitive dysfunction and (2) normal cognitive function. We compared the clinical information with univariate and multivariate logistic regression analyses and identified major risk factors related to cognitive impairment in CCCI. RESULTS Age (p=0.007, OR=3.768, χ2=7.173), leukoaraiosis (p=0.002, OR=6.231, χ2=9.478), a history of hypertension (p=0.021, OR=3.078, χ2=5.307), a history of hyperlipidemia (p=0.016, OR=3.429, χ2=5.795), and the number of vascular risk factors (p=0.019, χ2=9.921) were related to cognitive impairment by univariate analysis. Age (p=0.070, OR=2.689, 95% CI=0.923±7.837) and leukoaraiosis (p=0.012, OR=4.531, 95% CI=1.401±14.667) were significant by multivariate logistic regression analysis. Age (r=-0.585, p<0.01) had a marked negative correlation with MoCA scores. There were significant differences in the MoCA subscale scores, including visuospatial and executive capacity (p<0.01), attention and calculation (p<0.01), and delayed recall (p<0.01), in patients with different degrees of leukoaraiosis. Patients with CCCI had a higher incidence of cognitive impairment (78.4%). CONCLUSIONS Changes in visuospatial and executive capacity, delayed recall, and language function represent cognitive manifestations in CCCI. Age and leukoaraiosis have the strongest effects on cognitive impairment morbidity and can aggravate cognitive impairment.
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Affiliation(s)
- Lin Zhang
- Department of Neurology, The First Affiliated Hospital of Dalian Medical University, Liaoning Province, China
| | - Wenjing Dong
- Department of Neurology, The First Affiliated Hospital of Dalian Medical University, Liaoning Province, China
| | - Jie Han
- Department of Neurology, The First Affiliated Hospital of Dalian Medical University, Liaoning Province, China Neurology Intensive Care Unit, First Affiliated Hospital of Dalian Medical University, Liaoning Province, China
| | - Zhe Wang
- Department of Neurology, The First Affiliated Hospital of Dalian Medical University, Liaoning Province, China
| | - Dayong Sun
- Department of Neurology, The First Affiliated Hospital of Dalian Medical University, Liaoning Province, China
| | - Xiaofei Ji
- Department of Neurology, The First Affiliated Hospital of Dalian Medical University, Liaoning Province, China
| | - Ming Li
- Department of Neurology, The First Affiliated Hospital of Dalian Medical University, Liaoning Province, China
| | - Bingwei Zhang
- Department of Neurology, The First Affiliated Hospital of Dalian Medical University, Liaoning Province, China
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Burzynska AZ, Wong CN, Chaddock-Heyman L, Olson EA, Gothe NP, Knecht A, Voss MW, McAuley E, Kramer AF. White matter integrity, hippocampal volume, and cognitive performance of a world-famous nonagenarian track-and-field athlete. Neurocase 2016; 22:135-44. [PMID: 26237526 PMCID: PMC6029702 DOI: 10.1080/13554794.2015.1074709] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Physical activity (PA) and cardiorespiratory fitness (CRF) are associated with successful brain and cognitive aging. However, little is known about the effects of PA, CRF, and exercise on the brain in the oldest-old. Here we examined white matter (WM) integrity, measured as fractional anisotropy (FA) and WM hyperintensity (WMH) burden, and hippocampal (HIPP) volume of Olga Kotelko (1919-2014). Olga began training for competitions at age of 77 and as of June 2014 held over 30 world records in her age category in track-and-field. We found that Olga's WMH burden was larger and the HIPP was smaller than in the reference sample (58 healthy low-active women 60-78 years old), and her FA was consistently lower in the regions overlapping with WMH. Olga's FA in many normal-appearing WM regions, however, did not differ or was greater than in the reference sample. In particular, FA in her genu corpus callosum was higher than any FA value observed in the reference sample. We speculate that her relatively high FA may be related to both successful aging and the beneficial effects of exercise in old age. In addition, Olga had lower scores on memory, reasoning and speed tasks than the younger reference sample, but outperformed typical adults of age 90-95 on speed and memory. Together, our findings open the possibility of old-age benefits of increasing PA on WM microstructure and cognition despite age-related increase in WMH burden and HIPP shrinkage, and add to the still scarce neuroimaging data of the healthy oldest-old (>90 years) adults.
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Affiliation(s)
- A Z Burzynska
- a The Beckman Institute for Advanced Science and Technology at the University of Illinois , Urbana , IL 61801 , USA
| | - C N Wong
- a The Beckman Institute for Advanced Science and Technology at the University of Illinois , Urbana , IL 61801 , USA
| | - L Chaddock-Heyman
- a The Beckman Institute for Advanced Science and Technology at the University of Illinois , Urbana , IL 61801 , USA
| | - E A Olson
- b Department of Kinesiology and Community Health , University of Illinois , Urbana , IL 61801 , USA
| | - N P Gothe
- b Department of Kinesiology and Community Health , University of Illinois , Urbana , IL 61801 , USA
| | - A Knecht
- a The Beckman Institute for Advanced Science and Technology at the University of Illinois , Urbana , IL 61801 , USA
| | - M W Voss
- c Department of Psychological and Brain Sciences , University of Iowa , Iowa City , IA 52242-1407 , USA
| | - E McAuley
- a The Beckman Institute for Advanced Science and Technology at the University of Illinois , Urbana , IL 61801 , USA.,b Department of Kinesiology and Community Health , University of Illinois , Urbana , IL 61801 , USA
| | - A F Kramer
- a The Beckman Institute for Advanced Science and Technology at the University of Illinois , Urbana , IL 61801 , USA
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Coutu JP, Goldblatt A, Rosas HD, Salat DH. White Matter Changes are Associated with Ventricular Expansion in Aging, Mild Cognitive Impairment, and Alzheimer's Disease. J Alzheimers Dis 2016; 49:329-42. [PMID: 26444767 PMCID: PMC5996384 DOI: 10.3233/jad-150306] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
White matter lesions are highly prevalent in individuals with Alzheimer's disease (AD). Although these lesions are presumed to be of vascular origin and linked to small vessel disease in older adults, little information exists about their relationship to markers of classical AD neurodegeneration. Thus, we examined the link between these white matter changes (WMC) segmented on T1-weighted MRI and imaging markers presumed to be altered due to primary AD neurodegenerative processes. Tissue microstructure of WMC was quantified using diffusion tensor imaging and the relationship of WMC properties and volume to neuroimaging markers was examined in 219 cognitively healthy older adults and individuals with mild cognitive impairment and AD using data from the Alzheimer's Disease Neuroimaging Initiative. No significant group differences in WMC properties were found. However, there were strong associations between diffusivity of WMC and ventricular volume, volume of WMC and total WM volume. In comparison, group differences in parahippocampal white matter microstructure were found for all diffusion metrics and were largely explained by hippocampal volume. Factor analysis on neuroimaging markers suggested two independent sets of covarying degenerative changes, with potentially age- and vascular-mediated tissue damage contributing to one factor and classical neurodegenerative changes associated with AD contributing to a second factor. These data demonstrate two potentially distinct classes of degenerative change in AD, with one factor strongly linked to aging, ventricular expansion, and both volume and tissue properties of white matter lesions, while the other factor related to classical patterns of cortical and hippocampal neurodegeneration in AD.
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Affiliation(s)
- Jean-Philippe Coutu
- MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
- Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Alison Goldblatt
- MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - H. Diana Rosas
- MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - David H. Salat
- MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Neuroimaging Research for Veterans Center, VA Boston Healthcare System, Boston, MA, USA
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174
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Gao Y, Wei S, Song B, Qin J, Fang H, Ji Y, Zhang R, Sun S, Xu Y. Homocysteine Level Is Associated with White Matter Hyperintensity Locations in Patients with Acute Ischemic Stroke. PLoS One 2015; 10:e0144431. [PMID: 26641086 PMCID: PMC4671668 DOI: 10.1371/journal.pone.0144431] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2015] [Accepted: 11/18/2015] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND AND PURPOSE The relationship between plasma level of total homocysteine (tHcy) and white matter hyperintensities (WMHs), especially in patients with acute ischemic stroke (AIS), is controversial. The present study investigated the association between these two as well as WMH locations in a large cohort of patients with AIS. METHODS Consecutive patients were reviewed from a prospective ischemic stroke database. Clinical data, including tHcy level and WMHs, were assessed. WMHs were assessed using the Fazekas scale and Age-Related White Matter Changes (ARWMC) visual grading scale. The association between tHcy and WMH locations was investigated by using multivariate logistic regression analyses. RESULTS A total of 923 out of 1,205 patients were examined. The average age was 58.9 ± 11.9 years; 31.6% were female. Elevated tHcy level was significantly associated with WMHs. For the highest tHcy quartile, the odds ratio (OR) (95% confidence interval; CI) was 1.891 (1.257; 2.843) according to the Fazekas scale and 1.781 (1.185; 2.767) according to the ARWMC scale when compared to the lowest quartile. However, in a subgroup analysis, only WMHs in the periventricular area and left or right frontal areas were found to be independently associated with tHcy level. For the highest tHcy quartile, the OR (95% CI) was 1.761 (1.172; 2.648) for the periventricular WMHs, 1.768 (1.134; 2.756)for the left frontal WMHs, and 1.890 (1.206; 2.960)for the right frontal WMHs. CONCLUSIONS In patients with AIS, plasma tHcy level is related to WMHs, especially WMHs distributed within the periventricular and frontal areas.
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Affiliation(s)
- Yuan Gao
- Department of Neurology, the First Affiliated Hospital of Zhengzhou University at Zhengzhou, Henan, China
| | - Sen Wei
- Department of Neurology, the First Affiliated Hospital of Zhengzhou University at Zhengzhou, Henan, China
| | - Bo Song
- Department of Neurology, the First Affiliated Hospital of Zhengzhou University at Zhengzhou, Henan, China
| | - Jie Qin
- Department of Neurology, the First Affiliated Hospital of Zhengzhou University at Zhengzhou, Henan, China
| | - Hui Fang
- Department of Neurology, the First Affiliated Hospital of Zhengzhou University at Zhengzhou, Henan, China
| | - Yan Ji
- Department of Neurology, the First Affiliated Hospital of Zhengzhou University at Zhengzhou, Henan, China
| | - Rui Zhang
- Department of Neurology, the First Affiliated Hospital of Zhengzhou University at Zhengzhou, Henan, China
| | - Shilei Sun
- Department of Neurology, the First Affiliated Hospital of Zhengzhou University at Zhengzhou, Henan, China
| | - Yuming Xu
- Department of Neurology, the First Affiliated Hospital of Zhengzhou University at Zhengzhou, Henan, China
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175
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Abstract
BACKGROUND Cerebral white matter hyperintensities (WMH) are prevalent incident findings on brain MRI scans among elderly people and have been consistently implicated in cognitive dysfunction. However, differential roles of WMH by region in cognitive function are still unclear. The aim of this study was to ascertain the differential role of regional WMH in predicting progression from mild cognitive impairment (MCI) to different subtypes of dementia. METHODS Participants were recruited from the Clinical Research Center for Dementia of South Korea (CREDOS) study. A total of 622 participants with MCI diagnoses at baseline and follow-up evaluations were included for the analysis. Initial MRI scans were rated for WMH on a visual rating scale developed for the CREDOS. Differential effects of regional WMH in predicting incident dementia were evaluated using the Cox proportional hazards model. RESULTS Of the 622 participants with MCI at baseline, 139 patients (22.3%) converted to all-cause dementia over a median of 14.3 (range 6.0-36.5) months. Severe periventricular WMH (PWMH) predicted incident all-cause dementia (Hazard ratio (HR) 2.22; 95% confidence interval (CI) 1.43-3.43) and Alzheimer's disease (AD) (HR 1.86; 95% CI 1.12-3.07). Subcortical vascular dementia (SVD) was predicted by both PWMH (HR 16.14; 95% CI 1.97-132.06) and DWMH (HR 8.77; 95% CI 1.77-43.49) in more severe form (≥ 10 mm). CONCLUSIONS WMH differentially predict dementia by region and severity. Our findings suggest that PWMH may play an independent role in the pathogenesis of dementia, especially in AD.
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176
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Scott JA, Braskie MN, Tosun D, Thompson PM, Weiner M, DeCarli C, Carmichael OT. Cerebral Amyloid and Hypertension are Independently Associated with White Matter Lesions in Elderly. Front Aging Neurosci 2015; 7:221. [PMID: 26648866 PMCID: PMC4664630 DOI: 10.3389/fnagi.2015.00221] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2015] [Accepted: 11/16/2015] [Indexed: 01/18/2023] Open
Abstract
In cognitively normal (CN) elderly individuals, white matter hyperintensities (WMH) are commonly viewed as a marker of cerebral small vessel disease (SVD). SVD is due to exposure to systemic vascular injury processes associated with highly prevalent vascular risk factors (VRFs) such as hypertension, high cholesterol, and diabetes. However, cerebral amyloid accumulation is also prevalent in this population and is associated with WMH accrual. Therefore, we examined the independent associations of amyloid burden and VRFs with WMH burden in CN elderly individuals with low to moderate vascular risk. Participants (n = 150) in the Alzheimer’s Disease Neuroimaging Initiative (ADNI) received fluid attenuated inversion recovery (FLAIR) MRI at study entry. Total WMH volume was calculated from FLAIR images co-registered with structural MRI. Amyloid burden was determined by cerebrospinal fluid Aβ1-42 levels. Clinical histories of VRFs, as well as current measurements of vascular status, were recorded during a baseline clinical evaluation. We tested ridge regression models for independent associations and interactions of elevated blood pressure (BP) and amyloid to total WMH volume. We found that greater amyloid burden and a clinical history of hypertension were independently associated with greater WMH volume. In addition, elevated BP modified the association between amyloid and WMH, such that those with either current or past evidence of elevated BP had greater WMH volumes at a given burden of amyloid. These findings are consistent with the hypothesis that cerebral amyloid accumulation and VRFs are independently associated with clinically latent white matter damage represented by WMHs. The potential contribution of amyloid to WMHs should be further explored, even among elderly individuals without cognitive impairment and with limited VRF exposure.
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Affiliation(s)
- Julia A Scott
- IDeA Laboratory, Department of Neurology, University of California, Davis Davis, CA, USA
| | - Meredith N Braskie
- Imaging Genetics Center, Keck School of Medicine, University of Southern California Marina del Rey, CA, USA
| | - Duygu Tosun
- Center for Imaging Neurodegenerative Diseases, VA Medical Center, University of California, San Francisco San Francisco, CA, USA
| | - Paul M Thompson
- Imaging Genetics Center, Keck School of Medicine, University of Southern California Marina del Rey, CA, USA
| | - Michael Weiner
- Center for Imaging Neurodegenerative Diseases, VA Medical Center, University of California, San Francisco San Francisco, CA, USA
| | - Charles DeCarli
- IDeA Laboratory, Department of Neurology, University of California, Davis Davis, CA, USA
| | - Owen T Carmichael
- Brain and Metabolism Imaging in Chronic Disease Lab, Pennington Biomedical Research Center, Louisiana State University Baton Rouge, LA, USA
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Hippocampal atrophy but not white-matter changes predicts the long-term cognitive response to cholinesterase inhibitors in Alzheimer's disease. ALZHEIMERS RESEARCH & THERAPY 2015; 7:72. [PMID: 26592961 PMCID: PMC4655489 DOI: 10.1186/s13195-015-0155-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/02/2015] [Accepted: 10/13/2015] [Indexed: 11/10/2022]
Abstract
INTRODUCTION This study aimed to investigate the feasibility of predicting the long-term effects of cholinesterase inhibitors (ChEI) with common clinical neuroimaging parameters of Alzheimer's disease, including medial temporal lobe atrophy (MTA) and white matter hyperintensity (WMH). METHOD A cohort of 353 patients with very mild to moderate Alzheimer's disease received cholinesterase inhibitors and were followed for a median of 46.6 months. Baseline clinical data, including age, educational level, Clinical Dementia Rating (CDR), Taiwanese Mental State Examination (TMSE), and visual scoring for MTA and WMH were tested as possible predictive factors that influence the survival from a TMSE decline of at least 3 points. RESULTS During the follow-up period, 162(46%) patients had a significant TMSE decline. Patients with age-adjusted prominent MTA had a significantly shorter TMSE-decline free interval than those without (43.4 ± 4.5 months vs. 68.2 ± 9.5 months, log rank test p-value =0.001). However, the severity of WMH does not significantly influence cognitive outcomes. Cox regression analysis identified that younger age at the time of starting ChEI (p < 0.0005) and higher total MTA scores (p = 0.002) predict a more rapid TMSE decline under ChEI therapy. CONCLUSIONS Younger age at the time of starting ChEI and higher visual scoring of MTA may imply a more advanced Alzheimer's pathology. WMH load is not a prognostic indicator of treatment response to ChEI.
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McAleese KE, Firbank M, Dey M, Colloby SJ, Walker L, Johnson M, Beverley JR, Taylor JP, Thomas AJ, O’Brien JT, Attems J. Cortical tau load is associated with white matter hyperintensities. Acta Neuropathol Commun 2015; 3:60. [PMID: 26419828 PMCID: PMC4589169 DOI: 10.1186/s40478-015-0240-0] [Citation(s) in RCA: 97] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Accepted: 09/17/2015] [Indexed: 12/24/2022] Open
Abstract
INTRODUCTION Cerebral white matter lesions (WML), visualized as white matter hyperintensities (WMH) on T2-weighted MRI, encompass structural damage and loss of integrity of the cerebral white matter (WM) and are commonly assumed to be associated with small vessel disease (SVD). However, it has been suggested that WM damage may also be the result of degenerative axonal loss that is secondary to cortical Alzheimer's disease (AD) pathologies i.e., hyperphosphorylated tau (HPτ) and amyloid-beta (Aβ). Here we investigate the influence of HPτ, Aβ and SVD on WMH severity. RESULTS 36 human post-mortem right fixed cerebral hemispheres (mean age 84.4 ± 7.7 years; male: 16, female: 20) containing varying amounts of AD-pathology (AD: 23, controls: 13) underwent T2- weighted MRI with WMH assessed according to the age related white matter change scale (ARWMC). After dissection, using tissue samples from the frontal, temporal, parietal and occipital regions from the right hemisphere, we quantitatively assessed cortical HPτ and Aβ pathology burden by measuring the percentage area covered by AT8 immunoreactivity (HPτ-IR) and 4G8 immunoreactivity (Aβ-IR), and assessed the severity of WM SVD by calculating the sclerotic index (SI) of WM arteries/arterioles. HPτ-IR, Aβ-IR, and SI were compared with ARWMC scores. HPτ-IR, Aβ-IR and WM ARWMC scores were all significantly higher in AD cases compared to controls, while SI values were similar between groups. ARWMC scores correlated with HPτ-IR, Aβ-IR and SI in various regions, however, linear regression revealed that only HPτ-IR was a significant independent predictor of ARWMC scores. CONCLUSIONS Here we have shown that increasing cortical HPτ burden independently predicted the severity of WMH indicating its potentially important role in the pathogenesis of WM damage. Moreover, our findings suggest that in AD patients the presence of WMH may indicate cortical AD-associated pathology rather than SVD. Further studies are warranted to elucidate the pathological processes that lead to WM damage and to clarify if WMH may serve as a general biomarker for cortical AD-associated pathology.
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179
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Goodheart AE, Tamburo E, Minhas D, Aizenstein HJ, McDade E, Snitz BE, Price JC, Mathis CA, Lopez OL, Klunk WE, Cohen AD. Reduced binding of Pittsburgh Compound-B in areas of white matter hyperintensities. NEUROIMAGE-CLINICAL 2015; 9:479-83. [PMID: 26594630 PMCID: PMC4600857 DOI: 10.1016/j.nicl.2015.09.009] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/10/2015] [Revised: 07/28/2015] [Accepted: 09/10/2015] [Indexed: 11/16/2022]
Abstract
The amyloid imaging agent, Pittsburgh Compound-B, binds with high affinity to β-amyloid (Aβ) in the brain, and it is well established that PiB also shows non-specific retention in white matter (WM). However, little is known about retention of PiB in areas of white matter hyperintensities (WMH), abnormalities commonly seen in older adults. Further, it is hypothesized that WMH are related to both cognitive dysfunction and Aβ deposition. The goal of the present study was to explore PiB retention in both normal-appearing WM (NAWM) and WMH in a group of elderly, cognitively normal individuals. In a group of cognitively normal elderly (n = 64; 86.5 ± 2.6 years) two analyses were applied: (1) ROIs were placed over periventricular areas in which WMH caps are commonly seen on all subjects, regardless of WMH burden or size. (2) Subject-specific maps of NAWM and WMH were co-registered with the PiB-PET images and mean SUVR values were calculated in these NAWM and WMH maps. PiB retention was significantly reduced in the ROIs of subjects with high WMH compared to subjects with low WMH. Additionally, in subjects with high WMH, there was significantly lower PiB retention in subject-specific maps of WMH compared to NAWM, which was not observed in subjects with low WMH, likely because of the small size of WMH maps in this group. These data suggest that WM in areas of WMH binds PiB less effectively than does normal WM. Further exploration of this phenomenon may lead to insights about the molecular basis of the non-specific retention of amyloid tracers in white matter. PiB retention was significantly reduced in the “typical-WMH” ROIs of subjects with high WMH compared to subjects with low WMH. In subjects with high WMH, there was significantly lower PiB retention in subject-specific maps of WMH compared to NAWM. These data suggest that WM in areas of WMH binds PiB less effectively than does normal WM.
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Affiliation(s)
- A E Goodheart
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, USA
| | - E Tamburo
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, USA
| | - D Minhas
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, USA
| | - H J Aizenstein
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, USA
| | - E McDade
- Department of Neurology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - B E Snitz
- Department of Neurology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - J C Price
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, USA
| | - C A Mathis
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, USA
| | - O L Lopez
- Department of Neurology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - W E Klunk
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, USA ; Department of Neurology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - A D Cohen
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, USA
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180
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Wang T, Li Y, Guo X, Huang D, Ma L, Wang DJJ, Lou X. Reduced perfusion in normal-appearing white matter in mild to moderate hypertension as revealed by 3D pseudocontinuous arterial spin labeling. J Magn Reson Imaging 2015; 43:635-43. [PMID: 26256700 DOI: 10.1002/jmri.25023] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Accepted: 07/20/2015] [Indexed: 11/09/2022] Open
Abstract
PURPOSE To investigate the hemodynamic changes of normal-appearing white matter (NAWM) in hypertension using the 3D pseudocontinuous arterial spin labeling (pCASL) technique. MATERIALS AND METHODS Seventy-three subjects, including a patient group (n = 41; 30 males; age = 47.7 ± 8.3 years; test-time blood pressure [BP] = 155 ± 23/98 ± 11 mmHg) and an age-matched control group (n = 32; 14 males; age = 46 ± 8.3 years; test-time BP = 117 ± 8/76 ± 10 mmHg), were recruited and scanned on a 3.0T magnetic resonance imaging (MRI) system using routine MRI sequences and 3D pCASL sequence. The routine MRI sequences were used to further define the NAWM. The cerebral blood flow (CBF) values in various regions of interest (ROIs) were extracted. One-way analysis of variance (ANOVA) and unpaired t-test were performed to evaluate the significance of the intergroup difference in CBF modifications. RESULTS Compared to healthy volunteers, CBF values in global gray matter (GM) and various NAWM regions were found to be lower (P < 0.05) in hypertensive patients, except for genu of corpus callosum (CC), cingulate gyrus, amygdala, pallidum, putamen, and thalamus (P > 0.05). Furthermore, compared to the control group, mild hypertension showed significantly reduced CBF in various ROIs (P < 0.05), but no intergroup differences in GM, R anterior horn of periventricular WM, and genu of CC (P > 0.05), while moderate hypertension showed reduced CBF in all ROIs (P < 0.05). However, it was observed that, between mild and moderate hypertensive patients, there were no statistically significant difference in CBF values except for genu of CC (P < 0.05). CONCLUSION 3D pCASL has the ability to detect subtle hemodynamic abnormalities in NAWM regions at relatively early stages of hypertension. The observed decreases in CBF in these regions may suggest an increased risk of cerebral small vessel diseases.
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Affiliation(s)
- Ting Wang
- Department of Radiology, Chinese PLA General Hospital, Beijing, China
| | - Yanhua Li
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Xinhong Guo
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Diandian Huang
- Department of Radiology, Chinese PLA General Hospital, Beijing, China
| | - Lin Ma
- Department of Radiology, Chinese PLA General Hospital, Beijing, China
| | - Danny J J Wang
- Department of Neurology, Department of Radiology, UCLA, Los Angeles, California, USA
| | - Xin Lou
- Department of Radiology, Chinese PLA General Hospital, Beijing, China
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181
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Ramirez J, McNeely AA, Scott CJ, Masellis M, Black SE. White matter hyperintensity burden in elderly cohort studies: The Sunnybrook Dementia Study, Alzheimer's Disease Neuroimaging Initiative, and Three‐City Study. Alzheimers Dement 2015. [DOI: 10.1016/j.jalz.2015.06.1886] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Affiliation(s)
- Joel Ramirez
- LC Campbell Cognitive Neurology Research Unit, Brain Sciences Research Program Sunnybrook Research Institute Toronto Canada
- Heart & Stroke Foundation Canadian Partnership for Stroke Recovery Sunnybrook Health Sciences Centre (SHSC) Toronto Canada
| | - Alicia A. McNeely
- LC Campbell Cognitive Neurology Research Unit, Brain Sciences Research Program Sunnybrook Research Institute Toronto Canada
- Heart & Stroke Foundation Canadian Partnership for Stroke Recovery Sunnybrook Health Sciences Centre (SHSC) Toronto Canada
| | - Christopher J.M. Scott
- LC Campbell Cognitive Neurology Research Unit, Brain Sciences Research Program Sunnybrook Research Institute Toronto Canada
- Heart & Stroke Foundation Canadian Partnership for Stroke Recovery Sunnybrook Health Sciences Centre (SHSC) Toronto Canada
| | - Mario Masellis
- LC Campbell Cognitive Neurology Research Unit, Brain Sciences Research Program Sunnybrook Research Institute Toronto Canada
- Heart & Stroke Foundation Canadian Partnership for Stroke Recovery Sunnybrook Health Sciences Centre (SHSC) Toronto Canada
- Institute of Medical Science University of Toronto (UT) Toronto Canada
- Neurogenetics Section Centre for Addiction and Mental Health Toronto Canada
- Department of Medicine Neurology, SHSC and UT Toronto Canada
| | - Sandra E. Black
- LC Campbell Cognitive Neurology Research Unit, Brain Sciences Research Program Sunnybrook Research Institute Toronto Canada
- Heart & Stroke Foundation Canadian Partnership for Stroke Recovery Sunnybrook Health Sciences Centre (SHSC) Toronto Canada
- Institute of Medical Science University of Toronto (UT) Toronto Canada
- Department of Medicine Neurology, SHSC and UT Toronto Canada
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182
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Sweeney MD, Sagare AP, Zlokovic BV. Cerebrospinal fluid biomarkers of neurovascular dysfunction in mild dementia and Alzheimer's disease. J Cereb Blood Flow Metab 2015; 35:1055-68. [PMID: 25899298 PMCID: PMC4640280 DOI: 10.1038/jcbfm.2015.76] [Citation(s) in RCA: 90] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2014] [Revised: 02/27/2015] [Accepted: 03/08/2015] [Indexed: 02/06/2023]
Abstract
Alzheimer's disease (AD) is the most common form of age-related dementias. In addition to genetics, environment, and lifestyle, growing evidence supports vascular contributions to dementias including dementia because of AD. Alzheimer's disease affects multiple cell types within the neurovascular unit (NVU), including brain vascular cells (endothelial cells, pericytes, and vascular smooth muscle cells), glial cells (astrocytes and microglia), and neurons. Thus, identifying and integrating biomarkers of the NVU cell-specific responses and injury with established AD biomarkers, amyloid-β (Aβ) and tau, has a potential to contribute to better understanding of the disease process in dementias including AD. Here, we discuss the existing literature on cerebrospinal fluid biomarkers of the NVU cell-specific responses during early stages of dementia and AD. We suggest that the clinical usefulness of established AD biomarkers, Aβ and tau, could be further improved by developing an algorithm that will incorporate biomarkers of the NVU cell-specific responses and injury. Such biomarker algorithm could aid in early detection and intervention as well as identify novel treatment targets to delay disease onset, slow progression, and/or prevent AD.
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Affiliation(s)
- Melanie D Sweeney
- Department of Physiology and Biophysics, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Abhay P Sagare
- Department of Physiology and Biophysics, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Berislav V Zlokovic
- Department of Physiology and Biophysics, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
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183
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Abstract
OPINION STATEMENT Cerebrovascular disease (CVD) is an important cause of cognitive dysfunction and dementia. The term vascular cognitive impairment (VCI) is used to describe the entire spectrum of cognitive dysfunction-ranging from mild impairment to dementia-attributable to all forms of cerebrovascular disease. Accurate assessment and management of vascular risk factors are a top priority in the treatment of VCI, particularly early in the disease when prevention strategies may prove to be more effective. There are limited treatment options to improve cognition and function in VCI. Several acetylcholinesterase inhibitors and the NMDA receptor antagonist memantine have been studied in large, well-designed trials. These agents are safe and provide modest cognitive benefits in vascular dementia (VaD) but have demonstrated inconsistent efficacy on functional measures. Other therapies, such as aspirin, calcium channel blockers, and vitamin supplementation, have less evidence to support their use in improving cognition in VCI. Although primary prevention trials suggest that treatment of hypertension, adherence to a Mediterranean diet, physical activity, and smoking cessation may reduce the risk of cognitive decline, there is limited evidence regarding these interventions in helping improve cognition in VCI. The pathophysiology and treatment of cerebral autosomal dominant arteriopathy with subcortical infarcts (CADASIL), cerebral amyloid angiopathy (CAA), and subcortical white matter disease (SWMD) deserves special consideration.
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Affiliation(s)
- Aaron Ritter
- Department of Neurology, Lou Ruvo Center for Brain Health, Cleveland Clinic, 888 West Bonneville Avenue, Las Vegas, NV, 89106, USA,
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184
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Lindemer ER, Salat DH, Smith EE, Nguyen K, Fischl B, Greve DN. White matter signal abnormality quality differentiates mild cognitive impairment that converts to Alzheimer's disease from nonconverters. Neurobiol Aging 2015; 36:2447-57. [PMID: 26095760 DOI: 10.1016/j.neurobiolaging.2015.05.011] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2015] [Revised: 05/15/2015] [Accepted: 05/19/2015] [Indexed: 01/18/2023]
Abstract
The objective of this study was to assess how longitudinal change in the quantity and quality of white matter signal abnormalities (WMSAs) contributes to the progression from mild cognitive impairment (MCI) to Alzheimer's disease (AD). The Mahalanobis distance of WMSA from normal-appearing white matter using T1-, T2-, and proton density-weighted MRI was defined as a quality measure for WMSA. Cross-sectional analysis of WMSA volume in 104 cognitively healthy older adults, 116 individuals with MCI who converted to AD within 3 years (mild cognitive impairment converter [MCI-C]), 115 individuals with MCI that did not convert in that time (mild cognitive impairment nonconverter [MCI-NC]), and 124 individuals with AD from the Alzheimer's Disease Neuroimaging Initiative revealed that WMSA volume was substantially greater in AD relative to the other groups but did not differ between MCI-NC and MCI-C. Longitudinally, MCI-C exhibited faster WMSA quality progression but not volume compared with matched MCI-NC beginning 18 months before MCI-C conversion to AD. The strongest difference in rate of change was seen in the time period starting 6 months before MCI-C conversion to AD and ending 6 months after conversion (p < 0.001). The relatively strong effect in this time period relative to AD conversion in the MCI-C was similar to the relative rate of change in hippocampal volume, a traditional imaging marker of AD pathology. These data demonstrate changes in white matter tissue properties that occur within WMSA in individuals with MCI that will subsequently obtain a clinical diagnosis of AD within 18 months. Individuals with AD have substantially greater WMSA volume than all MCI suggesting that there is a progressive accumulation of WMSA with progressive disease severity, and that quality change predates changes in this total volume. Given the timing of the changes in WMSA tissue quality relative to the clinical diagnosis of AD, these findings suggest that WMSAs are a critical component for this conversion and are a critical component of this clinical syndrome.
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Affiliation(s)
- Emily R Lindemer
- Harvard-MIT Division of Health Sciences and Technology, Cambridge, MA, USA; Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA; Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
| | - David H Salat
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA; Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; VA Boston Healthcare System, Boston, MA, USA
| | - Eric E Smith
- Department of Clinical Neurosciences and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Khoa Nguyen
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA; Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Bruce Fischl
- Harvard-MIT Division of Health Sciences and Technology, Cambridge, MA, USA; Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA; Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Computer Science and Artificial Intelligence Laboratory (CSAIL), Massachusetts Institute of Technology (MIT), Cambridge, MA, USA
| | - Douglas N Greve
- Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA; Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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185
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Lee SH, Coutu JP, Wilkens P, Yendiki A, Rosas HD, Salat DH. Tract-based analysis of white matter degeneration in Alzheimer's disease. Neuroscience 2015; 301:79-89. [PMID: 26026680 DOI: 10.1016/j.neuroscience.2015.05.049] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2015] [Revised: 05/18/2015] [Accepted: 05/20/2015] [Indexed: 12/31/2022]
Abstract
Although much prior work has focused on the known cortical pathology that defines Alzheimer's disease (AD) histologically, recent work has additionally demonstrated substantial damage to the cerebral white matter in this condition. While there is large evidence of diffuse damage to the white matter in AD, it is unclear whether specific white matter tracts exhibit a more accelerated pattern of damage and whether the damage is associated with the classical neurodegenerative changes of AD. In this study, we investigated microstructural differences in the large fascicular bundles of the cerebral white matter of individuals with AD and mild cognitive impairment (MCI), using recently developed automated diffusion tractography procedures in the Alzheimer's disease Neuroimaging Initiative (ADNI) dataset. Eighteen major fiber bundles in a total of 36 individuals with AD, 81 MCI and 60 control participants were examined with the TRActs Constrained by UnderLying Anatomy (TRACULA) procedure available as part of the FreeSurfer image processing software package. For each fiber bundle, the mean fractional anisotropy (FA), and mean, radial and axial diffusivities were calculated. Individuals with AD had increased diffusivities in both left and right cingulum-angular bundles compared to control participants (p<0.001). Individuals with MCI also had increased axial and mean diffusivities and increased FA in both cingulum-angular bundles compared to control participants (p<0.05) and decreased radial diffusivity compared to individuals with AD (p<0.05). We additionally examined how white matter deterioration relates to hippocampal volume, a traditional imaging measure of AD pathology, and found the strongest negative correlations in AD patients between hippocampal volume and the diffusivities of the cingulum-angular and cingulum-cingulate gyrus bundles and of the corticospinal tracts (p<0.05). However, statistically controlling for hippocampal volume did not remove all group differences in white matter measures, suggesting a unique contribution of white matter damage to AD unexplained by this disease biomarker. These results suggest that (1) AD-associated deterioration of white matter fibers is greatest in tracts known to be connected to areas of pathology in AD and (2) lower white matter tract integrity is more diffusely associated with lower hippocampal volume indicating that the pathology in the white matter follows to some degree the neurodegenerative staging and progression of this condition.
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Affiliation(s)
- S-H Lee
- MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; Department of Neurology, Kangwon National University School of Medicine, Chuncheon, South Korea.
| | - J-P Coutu
- MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; Harvard-Massachusetts Institute of Technology Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - P Wilkens
- MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - A Yendiki
- MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - H D Rosas
- MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - D H Salat
- MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA; Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Neuroimaging Research for Veterans Center, VA Boston Healthcare System, Boston, MA, USA
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186
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Torso M, Serra L, Giulietti G, Spanò B, Tuzzi E, Koch G, Caltagirone C, Cercignani M, Bozzali M. Strategic lesions in the anterior thalamic radiation and apathy in early Alzheimer's disease. PLoS One 2015; 10:e0124998. [PMID: 25932637 PMCID: PMC4416903 DOI: 10.1371/journal.pone.0124998] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Accepted: 03/19/2015] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Behavioural disorders and psychological symptoms of Dementia (BPSD) are commonly observed in Alzheimer's disease (AD), and strongly contribute to increasing patients' disability. Using voxel-lesion-symptom mapping (VLSM), we investigated the impact of white matter lesions (WMLs) on the severity of BPSD in patients with amnestic mild cognitive impairment (a-MCI). METHODS Thirty-one a-MCI patients (with a conversion rate to AD of 32% at 2 year follow-up) and 26 healthy controls underwent magnetic resonance imaging (MRI) examination at 3T, including T2-weighted and fluid-attenuated-inversion-recovery images, and T1-weighted volumes. In the patient group, BPSD was assessed using the Neuropsychiatric Inventory-12. After quantitative definition of WMLs, their distribution was investigated, without an a priori anatomical hypothesis, against patients' behavioural symptoms. Unbiased regional grey matter volumetrics was also used to assess the contribution of grey matter atrophy to BPSD. RESULTS Apathy, irritability, depression/dysphoria, anxiety and agitation were shown to be the most common symptoms in the patient sample. Despite a more widespread anatomical distribution, a-MCI patients did not differ from controls in WML volumes. VLSM revealed a strict association between the presence of lesions in the anterior thalamic radiations (ATRs) and the severity of apathy. Regional grey matter atrophy did not account for any BPSD. CONCLUSIONS This study indicates that damage to the ATRs is strategic for the occurrence of apathy in patients with a-MCI. Disconnection between the prefrontal cortex and the mediodorsal and anterior thalamic nuclei might represent the pathophysiological substrate for apathy, which is one of the most common psychopathological symptoms observed in dementia.
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Affiliation(s)
- Mario Torso
- Neuroimaging Laboratory, Santa Lucia Foundation, IRCCS, Rome, Italy
| | - Laura Serra
- Neuroimaging Laboratory, Santa Lucia Foundation, IRCCS, Rome, Italy
| | | | - Barbara Spanò
- Neuroimaging Laboratory, Santa Lucia Foundation, IRCCS, Rome, Italy
| | - Elisa Tuzzi
- Neuroimaging Laboratory, Santa Lucia Foundation, IRCCS, Rome, Italy
| | - Giacomo Koch
- Department of Clinical and Behavioural Neurology, Santa Lucia Foundation, IRCCS, Rome, Italy
- Department of Neuroscience, University of Rome ‘Tor Vergata’, Rome, Italy
| | - Carlo Caltagirone
- Department of Clinical and Behavioural Neurology, Santa Lucia Foundation, IRCCS, Rome, Italy
- Department of Neuroscience, University of Rome ‘Tor Vergata’, Rome, Italy
| | - Mara Cercignani
- Neuroimaging Laboratory, Santa Lucia Foundation, IRCCS, Rome, Italy
- CISC, Brighton & Sussex Medical School, Brighton, United Kingdom
| | - Marco Bozzali
- Neuroimaging Laboratory, Santa Lucia Foundation, IRCCS, Rome, Italy
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187
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Tchistiakova E, Crane DE, Mikulis DJ, Anderson ND, Greenwood CE, Black SE, MacIntosh BJ. Vascular risk factor burden correlates with cerebrovascular reactivity but not resting state coactivation in the default mode network. J Magn Reson Imaging 2015; 42:1369-76. [PMID: 25884110 DOI: 10.1002/jmri.24917] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2015] [Accepted: 03/30/2015] [Indexed: 01/06/2023] Open
Abstract
PURPOSE White matter hyperintensities (WMH) are prevalent among older adults and are often associated with cognitive decline and increased risk of stroke and dementia. Vascular risk factors (VRFs) are linked to WMH, yet the impact of multiple VRFs on gray matter function is still unclear. The goal of this study was to test for associations between the number of VRFs and cerebrovascular reactivity (CVR) and resting state (RS) coactivation among individuals with WMH. MATERIALS AND METHODS Twenty-nine participants with suspected WMH were grouped based on the number of VRFs (subgroups: 0, 1, or ≥2). CVR and RS coactivation were measured with blood oxygenation level-dependent (BOLD) imaging on a 3T magnetic resonance imaging (MRI) system during hypercapnia and rest, respectively. Default-mode (DMN), sensory-motor, and medial-visual networks, generated using independent component analysis of RS-BOLD, were selected as networks of interest (NOIs). CVR-BOLD was analyzed using two methods: 1) a model-based approach using CO2 traces, and 2) a dual-regression (DR) approach using NOIs as spatial inputs. Average CVR and RS coactivations within NOIs were compared between VRF subgroups. A secondary analysis investigated the correlation between CVR and RS coactivation. RESULTS VRF subgroup differences were detected using DR-based CVR in the DMN (F20,2 = 5.17, P = 0.015) but not the model-based CVR nor RS coactivation. DR-based CVR was correlated with RS coactivation in the DMN (r(2) = 0.28, P = 0.006) but not the sensory-motor nor medial-visual NOIs. CONCLUSION In individuals with WMH, CVR in the DMN was inversely associated with the number of VRFs and correlated with RS coactivation.
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Affiliation(s)
- Ekaterina Tchistiakova
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.,Heart and Stroke Foundation Canadian Partnership for Stroke Recovery, Toronto, Ontario, Canada.,Brain Sciences Research Program, Toronto, Ontario, Canada
| | - David E Crane
- Heart and Stroke Foundation Canadian Partnership for Stroke Recovery, Toronto, Ontario, Canada.,Brain Sciences Research Program, Toronto, Ontario, Canada
| | - David J Mikulis
- Department of Medical Imaging, University of Toronto, Toronto Western Hospital, Toronto, Ontario, Canada
| | - Nicole D Anderson
- Department of Psychology, University of Toronto, Toronto, Ontario, Canada.,Rotman Research Institute, Toronto, Ontario, Canada.,Department of Medicine (Psychiatry), University of Toronto, Toronto, Ontario, Canada
| | - Carol E Greenwood
- Rotman Research Institute, Toronto, Ontario, Canada.,Department of Nutritional Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Sandra E Black
- Heart and Stroke Foundation Canadian Partnership for Stroke Recovery, Toronto, Ontario, Canada.,Brain Sciences Research Program, Toronto, Ontario, Canada.,Rotman Research Institute, Toronto, Ontario, Canada.,Department of Medicine (Neurology), Sunnybrook Health Sciences Centre and University of Toronto, Toronto, Ontario, Canada
| | - Bradley J MacIntosh
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.,Heart and Stroke Foundation Canadian Partnership for Stroke Recovery, Toronto, Ontario, Canada.,Brain Sciences Research Program, Toronto, Ontario, Canada
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188
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Arvanitakis Z, Fleischman DA, Arfanakis K, Leurgans SE, Barnes LL, Bennett DA. Association of white matter hyperintensities and gray matter volume with cognition in older individuals without cognitive impairment. Brain Struct Funct 2015; 221:2135-46. [PMID: 25833685 PMCID: PMC4592368 DOI: 10.1007/s00429-015-1034-7] [Citation(s) in RCA: 77] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2014] [Accepted: 03/19/2015] [Indexed: 01/18/2023]
Abstract
Both presence of white matter hyperintensities (WMH) and smaller total gray matter volume on brain magnetic resonance imaging (MRI) are common findings in old age, and contribute to impaired cognition. We tested whether total WMH volume and gray matter volume had independent associations with cognition in community-dwelling individuals without dementia or mild cognitive impairment (MCI). We used data from participants of the Rush Memory and Aging Project. Brain MRI was available in 209 subjects without dementia or MCI (mean age 80; education = 15 years; 74 % women). WMH and gray matter were automatically segmented, and the total WMH and gray matter volumes were measured. Both MRI-derived measures were normalized by the intracranial volume. Cognitive data included composite measures of five different cognitive domains, based on 19 individual tests. Linear regression analyses, adjusted for age, sex, and education, were used to examine the relationship of logarithmically-transformed total WMH volume and of total gray matter volume to cognition. Larger total WMH volumes were associated with lower levels of perceptual speed (p < 0.001), but not with episodic memory, semantic memory, working memory, or visuospatial abilities (all p > 0.10). Smaller total gray matter volumes were associated with lower levels of perceptual speed (p = 0.013) and episodic memory (p = 0.001), but not with the other three cognitive domains (all p > 0.14). Larger total WMH volume was correlated with smaller total gray matter volume (p < 0.001). In a model with both MRI-derived measures included, the relation of WMH to perceptual speed remained significant (p < 0.001), while gray matter volumes were no longer related (p = 0.14). This study of older community-dwelling individuals without overt cognitive impairment suggests that the association of larger total WMH volume with lower perceptual speed is independent of total gray matter volume. These results help elucidate the pathological processes leading to lower cognitive function in aging.
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Affiliation(s)
- Zoe Arvanitakis
- Rush Alzheimer's Disease Center, Rush University Medical Center, 600 S. Paulina Ave, Suite 1020, Chicago, IL, 60612, USA. .,Department of Neurological Sciences, Rush University Medical Center, Chicago, USA.
| | - Debra A Fleischman
- Rush Alzheimer's Disease Center, Rush University Medical Center, 600 S. Paulina Ave, Suite 1020, Chicago, IL, 60612, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, USA.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, USA
| | - Konstantinos Arfanakis
- Rush Alzheimer's Disease Center, Rush University Medical Center, 600 S. Paulina Ave, Suite 1020, Chicago, IL, 60612, USA.,Department of Diagnostic Radiology and Nuclear Medicine, Rush University Medical Center, Chicago, USA.,Department of Biomedical Engineering, Illinois Institute of Technology, Rush University Medical Center, Chicago, USA
| | - Sue E Leurgans
- Rush Alzheimer's Disease Center, Rush University Medical Center, 600 S. Paulina Ave, Suite 1020, Chicago, IL, 60612, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, USA
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Rush University Medical Center, 600 S. Paulina Ave, Suite 1020, Chicago, IL, 60612, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, USA.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, USA
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, 600 S. Paulina Ave, Suite 1020, Chicago, IL, 60612, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, USA
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189
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Montagne A, Barnes SR, Sweeney MD, Halliday MR, Sagare AP, Zhao Z, Toga AW, Jacobs RE, Liu CY, Amezcua L, Harrington MG, Chui HC, Law M, Zlokovic BV. Blood-brain barrier breakdown in the aging human hippocampus. Neuron 2015; 85:296-302. [PMID: 25611508 DOI: 10.1016/j.neuron.2014.12.032] [Citation(s) in RCA: 1368] [Impact Index Per Article: 152.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/10/2014] [Indexed: 11/27/2022]
Abstract
UNLABELLED The blood-brain barrier (BBB) limits entry of blood-derived products, pathogens, and cells into the brain that is essential for normal neuronal functioning and information processing. Post-mortem tissue analysis indicates BBB damage in Alzheimer's disease (AD). The timing of BBB breakdown remains, however, elusive. Using an advanced dynamic contrast-enhanced MRI protocol with high spatial and temporal resolutions to quantify regional BBB permeability in the living human brain, we show an age-dependent BBB breakdown in the hippocampus, a region critical for learning and memory that is affected early in AD. The BBB breakdown in the hippocampus and its CA1 and dentate gyrus subdivisions worsened with mild cognitive impairment that correlated with injury to BBB-associated pericytes, as shown by the cerebrospinal fluid analysis. Our data suggest that BBB breakdown is an early event in the aging human brain that begins in the hippocampus and may contribute to cognitive impairment. VIDEO ABSTRACT
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Affiliation(s)
- Axel Montagne
- Zilkha Neurogenetic Institute and Department of Physiology and Biophysics, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Samuel R Barnes
- Biological Imaging Center, Beckman Institute, California Institute of Technology, Pasadena, CA 91101, USA
| | - Melanie D Sweeney
- Zilkha Neurogenetic Institute and Department of Physiology and Biophysics, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Matthew R Halliday
- Zilkha Neurogenetic Institute and Department of Physiology and Biophysics, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Abhay P Sagare
- Zilkha Neurogenetic Institute and Department of Physiology and Biophysics, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Zhen Zhao
- Zilkha Neurogenetic Institute and Department of Physiology and Biophysics, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Arthur W Toga
- Institute for Neuroimaging & Informatics, Department of Neurology, University of Southern California, Los Angeles, CA 90089, USA
| | - Russell E Jacobs
- Biological Imaging Center, Beckman Institute, California Institute of Technology, Pasadena, CA 91101, USA
| | - Collin Y Liu
- Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA; Department of Radiology, Neuroradiology Division, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Lilyana Amezcua
- Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | | | - Helena C Chui
- Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Meng Law
- Department of Radiology, Neuroradiology Division, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Berislav V Zlokovic
- Zilkha Neurogenetic Institute and Department of Physiology and Biophysics, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA.
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190
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Classifying dementia using local binary patterns from different regions in magnetic resonance images. Int J Biomed Imaging 2015; 2015:572567. [PMID: 25873943 PMCID: PMC4385607 DOI: 10.1155/2015/572567] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Revised: 02/26/2015] [Accepted: 03/02/2015] [Indexed: 01/10/2023] Open
Abstract
Dementia is an evolving challenge in society, and no disease-modifying treatment exists. Diagnosis can be demanding and MR imaging may aid as a noninvasive method to increase prediction accuracy. We explored the use of 2D local binary pattern (LBP) extracted from FLAIR and T1 MR images of the brain combined with a Random Forest classifier in an attempt to discern patients with Alzheimer's disease (AD), Lewy body dementia (LBD), and normal controls (NC). Analysis was conducted in areas with white matter lesions (WML) and all of white matter (WM). Results from 10-fold nested cross validation are reported as mean accuracy, precision, and recall with standard deviation in brackets. The best result we achieved was in the two-class problem NC versus AD + LBD with total accuracy of 0.98 (0.04). In the three-class problem AD versus LBD versus NC and the two-class problem AD versus LBD, we achieved 0.87 (0.08) and 0.74 (0.16), respectively. The performance using 3DT1 images was notably better than when using FLAIR images. The results from the WM region gave similar results as in the WML region. Our study demonstrates that LBP texture analysis in brain MR images can be successfully used for computer based dementia diagnosis.
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191
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Prins ND, Scheltens P. White matter hyperintensities, cognitive impairment and dementia: an update. Nat Rev Neurol 2015; 11:157-65. [DOI: 10.1038/nrneurol.2015.10] [Citation(s) in RCA: 602] [Impact Index Per Article: 66.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
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192
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Brickman AM, Zahodne LB, Guzman VA, Narkhede A, Meier IB, Griffith EY, Provenzano FA, Schupf N, Manly JJ, Stern Y, Luchsinger JA, Mayeux R. Reconsidering harbingers of dementia: progression of parietal lobe white matter hyperintensities predicts Alzheimer's disease incidence. Neurobiol Aging 2015; 36:27-32. [PMID: 25155654 PMCID: PMC4268124 DOI: 10.1016/j.neurobiolaging.2014.07.019] [Citation(s) in RCA: 172] [Impact Index Per Article: 19.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2014] [Revised: 07/12/2014] [Accepted: 07/16/2014] [Indexed: 01/27/2023]
Abstract
Accumulating evidence implicates small vessel cerebrovascular disease, visualized as white matter hyperintensities (WMH) on T2-weighted magnetic resonance imaging, in the pathogenesis and diagnosis of Alzheimer's disease (AD). Cross-sectional volumetric measures of WMH, particularly in the parietal lobes, are associated with increased risk of AD. In the present study, we sought to determine whether the longitudinal regional progression of WMH predicts incident AD above-and-beyond traditional radiological markers of neurodegeneration (i.e., hippocampal atrophy and cortical thickness). Three hundred three nondemented older adults (mean age = 79.24 ± 5.29) received high-resolution magnetic resonance imaging at baseline and then again 4.6 years (standard deviation = 1.01) later. Over the follow-up interval 26 participants progressed to AD. Using structural equation modeling, we calculated latent difference scores of parietal and nonparietal WMH, hippocampus volumes, and cortical thickness values in AD-related regions. Within the structural equation modeling framework, we determined whether baseline or change scores or both predicted AD conversion, while controlling for several time-invariant relevant variables. Smaller baseline hippocampus volume, change in hippocampus volume (i.e., atrophy), higher baseline parietal lobe WMH, and increasing parietal lobe WMH volume but not WMH in other regions or measures of cortical thickness, independently predicted progression to AD. The findings provide strong evidence that regionally accumulating WMH predict AD onset in addition to hallmark neurodegenerative changes typically associated with AD.
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Affiliation(s)
- Adam M Brickman
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Gertrude H. Sergievsky Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, NY, USA.
| | - Laura B Zahodne
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Vanessa A Guzman
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Atul Narkhede
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Irene B Meier
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Erica Y Griffith
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Frank A Provenzano
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Nicole Schupf
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Gertrude H. Sergievsky Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Jennifer J Manly
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Gertrude H. Sergievsky Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Yaakov Stern
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Gertrude H. Sergievsky Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - José A Luchsinger
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA; Department of Medicine, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Richard Mayeux
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Gertrude H. Sergievsky Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
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193
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At the interface of sensory and motor dysfunctions and Alzheimer's disease. Alzheimers Dement 2015; 11:70-98. [PMID: 25022540 PMCID: PMC4287457 DOI: 10.1016/j.jalz.2014.04.514] [Citation(s) in RCA: 379] [Impact Index Per Article: 42.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2013] [Revised: 03/13/2014] [Accepted: 04/09/2014] [Indexed: 11/21/2022]
Abstract
Recent evidence indicates that sensory and motor changes may precede the cognitive symptoms of Alzheimer's disease (AD) by several years and may signify increased risk of developing AD. Traditionally, sensory and motor dysfunctions in aging and AD have been studied separately. To ascertain the evidence supporting the relationship between age-related changes in sensory and motor systems and the development of AD and to facilitate communication between several disciplines, the National Institute on Aging held an exploratory workshop titled "Sensory and Motor Dysfunctions in Aging and AD." The scientific sessions of the workshop focused on age-related and neuropathologic changes in the olfactory, visual, auditory, and motor systems, followed by extensive discussion and hypothesis generation related to the possible links among sensory, cognitive, and motor domains in aging and AD. Based on the data presented and discussed at this workshop, it is clear that sensory and motor regions of the central nervous system are affected by AD pathology and that interventions targeting amelioration of sensory-motor deficits in AD may enhance patient function as AD progresses.
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194
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Brickman AM, Schupf N, Manly JJ, Stern Y, Luchsinger JA, Provenzano FA, Narkhede A, Razlighi Q, Collins-Praino L, Artero S, Akbaraly TN, Ritchie K, Mayeux R, Portet F. APOE ε4 and risk for Alzheimer's disease: do regionally distributed white matter hyperintensities play a role? Alzheimers Dement 2014; 10:619-29. [PMID: 25304991 PMCID: PMC4252241 DOI: 10.1016/j.jalz.2014.07.155] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2014] [Revised: 07/08/2014] [Accepted: 07/21/2014] [Indexed: 01/16/2023]
Abstract
BACKGROUND We previously demonstrated that parietal lobe white matter hyperintensities (WMH) increase the risk for Alzheimer's disease (AD). Here, we examined whether individuals with apolipoprotein E gene (APOE ε4) have increased parietal WMH volume. METHODS Participants were from the Washington Heights-Inwood Columbia Aging Project (WHICAP; n = 694, 47 with dementia) in northern Manhattan and the Etude Santé Psychologique Prévalence Risques et Traitement study (ESPRIT; n = 539, 8 with dementia) in Montpellier. The association between regional WMH and APOE ε4 was examined separately in each group and then in a combined analysis. RESULTS In WHICAP, ε4 carriers had higher WMH volume particularly in parietal and occipital lobes. In ESPRIT, ε4 carriers had elevated WMH particularly in parietal and temporal lobes. In the combined analysis, ε4 carriers had higher WMH in parietal and occipital lobes. Increased WMH volume was associated with increased frequency of dementia irrespective of APOE ε4 status; those with the ε4 were more likely to have dementia if they also had increased parietal WMH. CONCLUSIONS APOE ε4 is associated with increased parietal lobe WMH.
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Affiliation(s)
- Adam M Brickman
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA; G.H. Sergievsky Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, NY, USA.
| | - Nicole Schupf
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA; G.H. Sergievsky Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Jennifer J Manly
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA; G.H. Sergievsky Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Yaakov Stern
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA; G.H. Sergievsky Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Psychiatry, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - José A Luchsinger
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA; Department of Medicine, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Frank A Provenzano
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Atul Narkhede
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Qolamreza Razlighi
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Lyndsey Collins-Praino
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Sylvaine Artero
- Inserm, 1061 Neuropsychiatry, La Colombière Hospital, Montpellier, France; Faculty of Medicine University of Montpellier 1, Montpellier, France
| | - Tasnime N Akbaraly
- Inserm, 1061 Neuropsychiatry, La Colombière Hospital, Montpellier, France; Faculty of Medicine University of Montpellier 1, Montpellier, France; Department of Epidemiology and Public Health, Faculty of Medicine, Imperial College, University College London, London, UK
| | - Karen Ritchie
- Inserm, 1061 Neuropsychiatry, La Colombière Hospital, Montpellier, France; Faculty of Medicine University of Montpellier 1, Montpellier, France; Department of Epidemiology and Public Health, Faculty of Medicine, Imperial College, University College London, London, UK
| | - Richard Mayeux
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY, USA; G.H. Sergievsky Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, NY, USA; Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA; Department of Psychiatry, College of Physicians and Surgeons, Columbia University, New York, NY, USA.
| | - Florence Portet
- Inserm, 1061 Neuropsychiatry, La Colombière Hospital, Montpellier, France; Faculty of Medicine University of Montpellier 1, Montpellier, France
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195
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Lockhart SN, DeCarli C. Structural imaging measures of brain aging. Neuropsychol Rev 2014; 24:271-89. [PMID: 25146995 PMCID: PMC4163469 DOI: 10.1007/s11065-014-9268-3] [Citation(s) in RCA: 161] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Accepted: 08/05/2014] [Indexed: 01/18/2023]
Abstract
During the course of normal aging, biological changes occur in the brain that are associated with changes in cognitive ability. This review presents data from neuroimaging studies of primarily "normal" or healthy brain aging. As such, we focus on research in unimpaired or nondemented older adults, but also include findings from lifespan studies that include younger and middle aged individuals as well as from populations with prodromal or clinically symptomatic disease such as cerebrovascular or Alzheimer's disease. This review predominantly addresses structural MRI biomarkers, such as volumetric or thickness measures from anatomical images, and measures of white matter injury and integrity respectively from FLAIR or DTI, and includes complementary data from PET and cognitive or clinical testing as appropriate. The findings reveal highly consistent age-related differences in brain structure, particularly frontal lobe and medial temporal regions that are also accompanied by age-related differences in frontal and medial temporal lobe mediated cognitive abilities. Newer findings also suggest that degeneration of specific white matter tracts such as those passing through the genu and splenium of the corpus callosum may also be related to age-related differences in cognitive performance. Interpretation of these findings, however, must be tempered by the fact that comorbid diseases such as cerebrovascular and Alzheimer's disease also increase in prevalence with advancing age. As such, this review discusses challenges related to interpretation of current theories of cognitive aging in light of the common occurrence of these later-life diseases. Understanding the differences between "Normal" and "Healthy" brain aging and identifying potential modifiable risk factors for brain aging is critical to inform potential treatments to stall or reverse the effects of brain aging and possibly extend cognitive health for our aging society.
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Affiliation(s)
- Samuel N. Lockhart
- Department of Neurology and Center for Neuroscience, University of California at Davis, Sacramento, CA, USA
| | - Charles DeCarli
- Department of Neurology and Center for Neuroscience, University of California at Davis, Sacramento, CA, USA
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196
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Soluble amyloid beta levels are elevated in the white matter of Alzheimer's patients, independent of cortical plaque severity. Acta Neuropathol Commun 2014; 2:83. [PMID: 25129614 PMCID: PMC4147157 DOI: 10.1186/s40478-014-0083-0] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2014] [Accepted: 07/04/2014] [Indexed: 12/03/2022] Open
Abstract
Alzheimer’s disease (AD) is the most common neurodegenerative disease and the leading cause of dementia. In addition to grey matter pathology, white matter changes are now recognized as an important pathological feature in the emergence of the disease. Despite growing recognition of the importance of white matter abnormalities in the pathogenesis of AD, the causes of white matter degeneration are still unknown. While multiple studies propose Wallerian-like degeneration as the source of white matter change, others suggest that primary white matter pathology may be due, at least in part, to other mechanisms, including local effects of toxic Aβ peptides. In the current study, we investigated levels of soluble amyloid-beta (Aβ) in white matter of AD patients (n=12) compared with controls (n=10). Fresh frozen white matter samples were obtained from anterior (Brodmann area 9) and posterior (Brodmann area 1, 2 and 3) areas of post-mortem AD and control brains. ELISA was used to examine levels of soluble Aβ -42 and Aβ -40. Total cortical neuritic plaque severity rating was derived from individual ratings in the following areas of cortex: mid-frontal, superior temporal, pre-central, inferior parietal, hippocampus (CA1), subiculum, entorhinal cortex, transentorhinal cortex, inferior temporal, amygdala and basal forebrain. Compared with controls, AD samples had higher white matter levels of both soluble Aβ -42 and Aβ -40. While no regional white matter differences were found in Aβ -40, Aβ -42 levels were higher in anterior regions than in posterior regions across both groups. After statistically controlling for total cortical neuritic plaque severity, differences in both soluble Aβ -42 and Aβ -40 between the groups remained, suggesting that white matter Aβ peptides accumulate independent of overall grey matter fibrillar amyloid pathology and are not simply a reflection of overall amyloid burden. These results shed light on one potential mechanism through which white matter degeneration may occur in AD. Given that white matter degeneration may be an early marker of disease, preceding grey matter atrophy, understanding the mechanisms and risk factors that may lead to white matter loss could help to identify those at high risk and to intervene earlier in the pathogenic process.
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197
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Abstract
BACKGROUND An association between metabolic syndrome (MetS) and disturbances in neurocognitive function has been identified in Caucasians but the nature and extent of impaired cognition in Asian MetS patients, who may be at greater risk of degenerative cognitive decline, remains unspecified. METHODS A cross-sectional study was conducted at the National University Hospital of Singapore. Participants were recruited from a diabetes clinic at the National University Hospital. Fifty-three patients who met MetS criteria and 44 clinical controls were recruited. All participants were 55 years and above and community ambulant. Neurocognitive function was assessed using the Cambridge Neuropsychological Test Automated Battery (CANTAB). CANTAB performances between MetS and control groups were examined with analysis of variance (ANOVA) and the relative contributions of vascular risk, and intrademographic factors on CANTAB scores were dilineated with stepwise regression analyses. RESULTS Participants with MetS consistently performed significantly worse than controls across all CANTAB subtests. Education and Chinese race were found to be potential protective factors. CONCLUSIONS Executive and memory impairment is present in Asian patients with midlife MetS who may be particularly vulnerable to the detrimental impact of MetS in midlife.
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198
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Schwarz CG, Reid RI, Gunter JL, Senjem ML, Przybelski SA, Zuk SM, Whitwell JL, Vemuri P, Josephs KA, Kantarci K, Thompson PM, Petersen RC, Jack CR. Improved DTI registration allows voxel-based analysis that outperforms tract-based spatial statistics. Neuroimage 2014; 94:65-78. [PMID: 24650605 PMCID: PMC4137565 DOI: 10.1016/j.neuroimage.2014.03.026] [Citation(s) in RCA: 144] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2013] [Revised: 02/06/2014] [Accepted: 03/10/2014] [Indexed: 01/21/2023] Open
Abstract
Tract-Based Spatial Statistics (TBSS) is a popular software pipeline to coregister sets of diffusion tensor Fractional Anisotropy (FA) images for performing voxel-wise comparisons. It is primarily defined by its skeleton projection step intended to reduce effects of local misregistration. A white matter "skeleton" is computed by morphological thinning of the inter-subject mean FA, and then all voxels are projected to the nearest location on this skeleton. Here we investigate several enhancements to the TBSS pipeline based on recent advances in registration for other modalities, principally based on groupwise registration with the ANTS-SyN algorithm. We validate these enhancements using simulation experiments with synthetically-modified images. When used with these enhancements, we discover that TBSS's skeleton projection step actually reduces algorithm accuracy, as the improved registration leaves fewer errors to warrant correction, and the effects of this projection's compromises become stronger than those of its benefits. In our experiments, our proposed pipeline without skeleton projection is more sensitive for detecting true changes and has greater specificity in resisting false positives from misregistration. We also present comparative results of the proposed and traditional methods, both with and without the skeleton projection step, on three real-life datasets: two comparing differing populations of Alzheimer's disease patients to matched controls, and one comparing progressive supranuclear palsy patients to matched controls. The proposed pipeline produces more plausible results according to each disease's pathophysiology.
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Affiliation(s)
| | - Robert I Reid
- Department of Information Technology, Mayo Clinic and Foundation, Rochester, MN, USA
| | - Jeffrey L Gunter
- Department of Information Technology, Mayo Clinic and Foundation, Rochester, MN, USA
| | - Matthew L Senjem
- Department of Information Technology, Mayo Clinic and Foundation, Rochester, MN, USA
| | - Scott A Przybelski
- Department of Health Sciences Research, Division of Biostatistics, Mayo Clinic and Foundation, Rochester, MN, USA
| | - Samantha M Zuk
- Department of Radiology, Mayo Clinic and Foundation, Rochester, MN, USA
| | | | - Prashanthi Vemuri
- Department of Radiology, Mayo Clinic and Foundation, Rochester, MN, USA
| | - Keith A Josephs
- Department of Neurology, Mayo Clinic and Foundation, Rochester, MN, USA
| | - Kejal Kantarci
- Department of Radiology, Mayo Clinic and Foundation, Rochester, MN, USA
| | - Paul M Thompson
- Imaging Genetics Center, Institute for Neuroimaging Informatics, USC Keck School of Medicine, Los Angeles, CA, USA; Departments of Neurology, Psychiatry, Radiology, Engineering, and Ophthalmology, USC Keck School of Medicine, Los Angeles, CA, USA
| | - Ronald C Petersen
- Department of Neurology, Mayo Clinic and Foundation, Rochester, MN, USA
| | - Clifford R Jack
- Department of Radiology, Mayo Clinic and Foundation, Rochester, MN, USA
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199
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Larouche E, Hudon C, Goulet S. Potential benefits of mindfulness-based interventions in mild cognitive impairment and Alzheimer's disease: an interdisciplinary perspective. Behav Brain Res 2014; 276:199-212. [PMID: 24893317 DOI: 10.1016/j.bbr.2014.05.058] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2014] [Revised: 05/20/2014] [Accepted: 05/26/2014] [Indexed: 12/22/2022]
Abstract
The present article is based on the premise that the risk of developing Alzheimer's disease (AD) from its prodromal phase (mild cognitive impairment; MCI) is higher when adverse factors (e.g., stress, depression, and metabolic syndrome) are present and accumulate. Such factors augment the likelihood of hippocampal damage central in MCI/AD aetiology, as well as compensatory mechanisms failure triggering a switch toward neurodegeneration. Because of the devastating consequences of AD, there is a need for early interventions that can delay, perhaps prevent, the transition from MCI to AD. We hypothesize that mindfulness-based interventions (MBI) show promise with regard to this goal. The present review discusses the associations between modifiable adverse factors and MCI/AD decline, MBI's impacts on adverse factors, and the mechanisms that could underlie the benefits of MBI. A schematic model is proposed to illustrate the course of neurodegeneration specific to MCI/AD, as well as the possible preventive mechanisms of MBI. Whereas regulation of glucocorticosteroids, inflammation, and serotonin could mediate MBI's effects on stress and depression, resolution of the metabolic syndrome might happen through a reduction of inflammation and white matter hyperintensities, and normalization of insulin and oxidation. The literature reviewed in this paper suggests that the main reach of MBI over MCI/AD development involves the management of stress, depressive symptoms, and inflammation. Future research must focus on achieving deeper understanding of MBI's mechanisms of action in the context of MCI and AD. This necessitates bridging the gap between neuroscientific subfields and a cross-domain integration between basic and clinical knowledge.
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Affiliation(s)
- Eddy Larouche
- École de psychologie, Université Laval, 2325, rue des Bibliothèques, Québec, QC, Canada G1V 0A6; Centre de recherche de l'Institut universitaire en santé mentale de Québec (CRIUSMQ), 2601, de la Canardière (F-2400), Québec, QC, Canada G1J 2G3
| | - Carol Hudon
- École de psychologie, Université Laval, 2325, rue des Bibliothèques, Québec, QC, Canada G1V 0A6; Centre de recherche de l'Institut universitaire en santé mentale de Québec (CRIUSMQ), 2601, de la Canardière (F-2400), Québec, QC, Canada G1J 2G3
| | - Sonia Goulet
- École de psychologie, Université Laval, 2325, rue des Bibliothèques, Québec, QC, Canada G1V 0A6; Centre de recherche de l'Institut universitaire en santé mentale de Québec (CRIUSMQ), 2601, de la Canardière (F-2400), Québec, QC, Canada G1J 2G3.
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200
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Prager JM, Thomas C, Ankenbrandt WJ, Meyer JR, Gao Y, Ragin A, Sidharthan S, Hutten R, Wu YG. Association of white matter hyperintensities with low serum 25-hydroxyvitamin D levels. AJNR Am J Neuroradiol 2014; 35:1145-9. [PMID: 24436348 DOI: 10.3174/ajnr.a3840] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Vitamin D deficiency is associated with cognitive impairment in the elderly and with increased white matter T2 hyperintensities in elderly debilitated patients. We investigated the relationship between serum vitamin D and brain MR findings in adult outpatients. MATERIALS AND METHODS Brain MR studies of 56 patients ages 30-69 years were selected when vitamin D level had been obtained within 90 days of the MRI. White matter T2 hyperintensities were characterized by size and location by two neuroradiologists. Manual volumetric analysis was assessed in patients more than 50 years of age. RESULTS The entire cohort showed a significant negative relationship between serum 25-hydroxyvitamin D and the number of confluent juxtacortical white matter T2 hyperintensities (P = .047). The cohort ages 50 years and older showed stronger correlation between confluent white matter T2 hyperintensities and serum 25-hydroxyvitamin D in the juxtacortical region; number (P = .015) and size of white matter T2 hyperintensities (P = .048). Atrophy was not significantly related to serum 25-hydroxyvitamin D by radiologist visual analysis or by the bicaudate ratio. CONCLUSIONS We found a significant relationship between vitamin D and white matter T2 hyperintensities in independent adult outpatients, especially over the age of 50 years.
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Affiliation(s)
- J M Prager
- From the Department of Radiology (J.M.P., W.J.A., J.R.M., R.H., Y.G.W.), NorthShore University Health System, Evanston, Illinois
| | - C Thomas
- Department of Endocrinology (C.T.), University of Chicago, Chicago, Illinois
| | - W J Ankenbrandt
- From the Department of Radiology (J.M.P., W.J.A., J.R.M., R.H., Y.G.W.), NorthShore University Health System, Evanston, Illinois
| | - J R Meyer
- From the Department of Radiology (J.M.P., W.J.A., J.R.M., R.H., Y.G.W.), NorthShore University Health System, Evanston, Illinois
| | - Y Gao
- Departments of Statistics (Y.G.)
| | - A Ragin
- Radiology (A.R.), Northwestern University, Evanston, Illinois
| | - S Sidharthan
- Department of Radiology (S.S.), Monmouth Medical Center, Long Branch, New Jersey
| | - R Hutten
- From the Department of Radiology (J.M.P., W.J.A., J.R.M., R.H., Y.G.W.), NorthShore University Health System, Evanston, Illinois
| | - Y G Wu
- From the Department of Radiology (J.M.P., W.J.A., J.R.M., R.H., Y.G.W.), NorthShore University Health System, Evanston, Illinois
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