18 results on '"Matthews, Paul"'
Search Results
2. Diverse human astrocyte and microglial transcriptional responses to Alzheimer’s pathology
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Smith, Amy M., Davey, Karen, Tsartsalis, Stergios, Khozoie, Combiz, Fancy, Nurun, Tang, See Swee, Liaptsi, Eirini, Weinert, Maria, McGarry, Aisling, Muirhead, Robert C. J., Gentleman, Steve, Owen, David R., and Matthews, Paul M.
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- 2022
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3. Mass spectrometry imaging highlights dynamic patterns of lipid co‐expression with Aβ plaques in mouse and human brains.
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Huang, Helen Xuexia, Inglese, Paolo, Tang, Jiabin, Yagoubi, Riad, Correia, Gonçalo D. S., Horneffer‐van der Sluis, Verena M., Camuzeaux, Stephane, Wu, Vincen, Kopanitsa, Maksym V., Willumsen, Nanet, Jackson, Johanna S., Barron, Anna M., Saito, Takashi, Saido, Takaomi C., Gentlemen, Steve, Takats, Zoltan, and Matthews, Paul M.
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MASS spectrometry ,ALZHEIMER'S disease ,CEREBROSPINAL fluid examination ,CERAMIDES ,MICE ,LIPIDS - Abstract
Lipids play crucial roles in the susceptibility and brain cellular responses to Alzheimer's disease (AD) and are increasingly considered potential soluble biomarkers in cerebrospinal fluid (CSF) and plasma. To delineate the pathological correlations of distinct lipid species, we conducted a comprehensive characterization of both spatially localized and global differences in brain lipid composition in AppNL‐G‐F mice with spatial and bulk mass spectrometry lipidomic profiling, using human amyloid‐expressing (h‐Aβ) and WT mouse brains controls. We observed age‐dependent increases in lysophospholipids, bis(monoacylglycerol) phosphates, and phosphatidylglycerols around Aβ plaques in AppNL‐G‐F mice. Immunohistology‐based co‐localization identified associations between focal pro‐inflammatory lipids, glial activation, and autophagic flux disruption. Likewise, in human donors with varying Braak stages, similar studies of cortical sections revealed co‐expression of lysophospholipids and ceramides around Aβ plaques in AD (Braak stage V/VI) but not in earlier Braak stage controls. Our findings in mice provide evidence of temporally and spatially heterogeneous differences in lipid composition as local and global Aβ‐related pathologies evolve. Observing similar lipidomic changes associated with pathological Aβ plaques in human AD tissue provides a foundation for understanding differences in CSF lipids with reported clinical stage or disease severity. [ABSTRACT FROM AUTHOR]
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- 2024
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4. Precision medicine analysis of heterogeneity in individual‐level treatment response to amyloid beta removal in early Alzheimer's disease.
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Pang, Menglan, Gabelle, Audrey, Saha‐Chaudhuri, Paramita, Huijbers, Willem, Gafson, Arie, Matthews, Paul M., Tian, Lu, Rubino, Ivana, Hughes, Richard, de Moor, Carl, Belachew, Shibeshih, and Shen, Changyu
- Abstract
INTRODUCTION: Alzheimer's disease (AD) is a neurological disorder with variability in pathology and clinical progression. AD patients may differ in individual‐level benefit from amyloid beta removal therapy. METHODS: Random forest models were applied to the EMERGE trial to create an individual‐level treatment response (ITR) score which represents individual‐level benefit of high‐dose aducanumab relative to the placebo. This ITR score was used to test the existence of heterogeneity in treatment effect (HTE). RESULTS: We found statistical evidence of HTE in the Clinical Dementia Rating–Sum of Boxes (CDR‐SB;P = 0.034). The observed CDR‐SB benefit was 0.79 points greater in the group with the top 25% of ITR score compared to the remaining 75% (P = 0.020). Of note, the highest treatment responders had lower hippocampal volume, higher plasma phosphorylated tau 181 and a shorter duration of clinical AD at baseline. DISCUSSION: This ITR analysis provides a proof of concept for precision medicine in future AD research and drug development. Highlights: Emerging trials have shown a population‐level benefit from amyloid beta (Aβ) removal in slowing cognitive decline in early Alzheimer's disease (AD).This work demonstrates significant heterogeneity of individual‐level treatment effect of aducanumab in early AD.The greatest clinical responders to Aβ removal therapy have a pattern of more severe neurodegenerative process. [ABSTRACT FROM AUTHOR]
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- 2024
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5. Alzheimer's disease-related transcriptional sex differences in myeloid cells.
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Coales, Isabelle, Tsartsalis, Stergios, Fancy, Nurun, Weinert, Maria, Clode, Daniel, Owen, David, and Matthews, Paul M.
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MYELOID cells ,ALZHEIMER'S disease ,PLURIPOTENT stem cells ,CELL populations ,MENSTRUAL cycle ,CELL metabolism ,HUMAN reproduction ,ESTRADIOL - Abstract
Sex differences have been identified in many diseases associated with dysregulated immune responses, including Alzheimer's disease (AD), for which approximately two-thirds of patients are women. An accumulating body of research indicates that microglia may play a causal role in the pathogenesis of this disease. We hypothesised that sex differences in the transcriptome of human myeloid cells may contribute to the sex difference observed in AD prevalence. To explore this, we assessed bulk and single-nuclear RNA sequencing data sets generated from four human derived myeloid cell populations: post-mortem microglial nuclei, peripheral monocytes, monocyte-derived macrophages (MDMs) and induced pluripotent stem cell derived microglial-like cells (MGLs). We found that expression of AD risk genes, gene signatures associated with the inflammatory response in AD, and genes related to proinflammatory immune responses were enriched in microglial nuclei isolated from aged female donors without ante-mortem neurological disease, relative to those from males. In addition, these inflammation-associated gene sets were found to be enriched in peripheral monocytes isolated from postmenopausal women and in MDMs obtained from premenopausal individuals relative to age-matched males. Expression of these gene sets did not differ in MDMs derived from women whose blood was sampled across the menstrual cycle or in MGLs cultured with 17β-oestradiol. This suggests that the observed gene set enrichments in myeloid cells from women were not being driven by acute hormonal influences. Together, these data support the hypothesis that the increased prevalence of AD in women may be partly explained by a myeloid cell phenotype biased towards expression of biological processes relevant to AD. [ABSTRACT FROM AUTHOR]
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- 2022
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6. Nonlinear biomarker interactions in conversion from mild cognitive impairment to Alzheimer's disease.
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Popescu, Sebastian G., Whittington, Alex, Gunn, Roger N., Matthews, Paul M., Glocker, Ben, Sharp, David J, and Cole, James H
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MILD cognitive impairment ,ALZHEIMER'S disease ,EXPERIMENTAL design ,BIOMARKERS ,GAUSSIAN processes - Abstract
Multiple biomarkers can capture different facets of Alzheimer's disease. However, statistical models of biomarkers to predict outcomes in Alzheimer's rarely model nonlinear interactions between these measures. Here, we used Gaussian Processes to address this, modelling nonlinear interactions to predict progression from mild cognitive impairment (MCI) to Alzheimer's over 3 years, using Alzheimer's Disease Neuroimaging Initiative (ADNI) data. Measures included: demographics, APOE4 genotype, CSF (amyloid‐β42, total tau, phosphorylated tau), [18F]florbetapir, hippocampal volume and brain‐age. We examined: (a) the independent value of each biomarker; and (b) whether modelling nonlinear interactions between biomarkers improved predictions. Each measured added complementary information when predicting conversion to Alzheimer's. A linear model classifying stable from progressive MCI explained over half the variance (R2 = 0.51, p <.001); the strongest independently contributing biomarker was hippocampal volume (R2 = 0.13). When comparing sensitivity of different models to progressive MCI (independent biomarker models, additive models, nonlinear interaction models), we observed a significant improvement (p <.001) for various two‐way interaction models. The best performing model included an interaction between amyloid‐β‐PET and P‐tau, while accounting for hippocampal volume (sensitivity = 0.77, AUC = 0.826). Closely related biomarkers contributed uniquely to predict conversion to Alzheimer's. Nonlinear biomarker interactions were also implicated, and results showed that although for some patients adding additional biomarkers may add little value (i.e., when hippocampal volume is high), for others (i.e., with low hippocampal volume) further invasive and expensive examination may be warranted. Our framework enables visualisation of these interactions, in individual patient biomarker 'space', providing information for personalised or stratified healthcare or clinical trial design. [ABSTRACT FROM AUTHOR]
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- 2020
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7. A common brain network links development, aging, and vulnerability to disease.
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Douaud, Gwenaellë, Groves, Adrian R., Tamnes, Christian K., Westlye, Lars Tjelta, Duff, Eugene P., Engvig, Andreas, Walhovd, Kristine B., James, Anthony, Gass, Achim, Monsch, Andreas U., Matthews, Paul M., Fjell, Anders M., Smith, Stephen M., and Johansen-Berg, Heidi
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NEURAL circuitry ,AGING ,DISEASE risk factors ,BRAIN degeneration ,NEUROSCIENCES - Abstract
Several theories link processes of development and aging in humans. In neuroscience, one model posits for instance that healthy age-related brain degeneration mirrors development, with the areas of the brain thought to develop later also degenerating earlier. However, intrinsic evidence for such a link between healthy aging and development in brain structure remains elusive. Here, we show that a data-driven analysis of brain structural variation across 484 healthy participants (8-85 y) reveals a largely-but not only-trans-modal network whose lifespan pattern of age-related change intrinsically supports this model of mirroring development and aging. We further demonstrate that this network of brain regions, which develops relatively late during adolescence and shows accelerated degeneration in old age compared with the rest of the brain, characterizes areas of heightened vulnerability to unhealthy developmental and aging processes, as exemplified by schizophrenia and Alzheimer's disease, respectively. Specifically, this network, while derived solely from healthy subjects, spatially recapitulates the pattern of brain abnormalities observed in both schizophrenia and Alzheimer's disease. This network is further associated in our large-scale healthy population with intellectual ability and episodic memory, whose impairment contributes to key symptoms of schizophrenia and Alzheimer's disease. Taken together, our results suggest that the common spatial pattern of abnormalities observed in these two disorders, which emerge at opposite ends of the life spectrum, might be influenced by the timing of their separate and distinct pathological processes in disrupting healthy cerebral development and aging, respectively. [ABSTRACT FROM AUTHOR]
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- 2014
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8. Brain Microstructure Reveals Early Abnormalities more than Two Years prior to Clinical Progression from Mild Cognitive Impairment to Alzheimer's Disease.
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Douaud, Gwenaelle, Menke, Ricarda A. L., Gass, Achim, Monsch, Andreas U., Rao, Anil, Whitcher, Brandon, Zamboni, Giovanna, Matthews, Paul M., Sollberger, Marc, and Smith, Stephen
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MILD cognitive impairment ,DISEASE progression ,BRAIN imaging ,ALZHEIMER'S disease ,HIPPOCAMPUS (Brain) ,PREDICTION models ,NEURODEGENERATION ,BIOMARKERS ,MAGNETIC resonance imaging of the brain - Abstract
Diffusion imaging is a promising marker of microstrucfural damage in neurodegenerative disorders, but interpretation of its relation-ship with underlying neuropathology can be complex. Here, we examined both volumetric and brain microstructure abnormalities in 13 amnestic patients with mild cognitive impairment (MCI), who progressed to probable Alzheimer's disease (AD) no earlier than 2 years after baseline scanning, in order to focus on early, and hence more sensitive, imaging markers. We compared them to 22 stable amnestic MCI patients with similar cognitive performance and episodic memory impairment but who did not show progression of symptoms for at least 3 years. Significant group differences were mainly found in the volume and microstructure of the left hippocampus, while white matter group differences were also found in the body of the fornix, left fimbria, and superior longitudinal fasciculus (SLF). Diffusion index abnormalities in the SLF were the sign of a subtle microstructural injury not detected by standard atrophy measures in the corresponding gray matter regions. The microstructural measure obtained in the left hippocampus using diffusion imaging showed the most substantial differences between the two groups and was the best single predictor of future progression to AD. An optimal prediction model (91% accuracy, 85% sensitivity, 96% specificity) was obtained by combining MRI measures and CSF protein biomarkers. These results highlight the benefit of using the information of brain microstructural damage, in addition to traditional gray matter volume, to detect early, subtle abnormalities in MCI prior to clinical progression to probable AD and, in combination with CSF markers, to accurately predict such progression. [ABSTRACT FROM AUTHOR]
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- 2013
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9. Brain Structural and Functional Connectivity and the Progression of Neuropathology in Alzheimer's Disease.
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Matthews, Paul M., Filippini, Nicola, and Douaud, Gwenaëlle
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ALZHEIMER'S disease , *MAGNETIC resonance imaging , *BIOMARKERS , *DIFFUSION tensor imaging , *DISEASE progression - Abstract
In our contribution to this special issue focusing on advances in Alzheimer's disease (AD) research since the centennial, we will briefly review some of our own studies applying magnetic resonance imaging (MRI) measures of function and connectivity for characterization of genetic contributions to the neuropathology of AD and as candidate biomarkers. We review how functional MRI during both memory encoding and at rest is able to define APOE4 genotype-dependent physiological changes decades before potential development of AD and demonstrate changes distinct from those with healthy aging. More generally, imaging provides a powerful quantitative measure of phenotype for understanding associations arising from whole genome studies in AD. Structural connectivity measures derived from diffusion tensor MRI (DTI) methods offer additional markers of neuropathology arising from the secondary changes in axonal caliber and myelination that accompany decreased neuronal activity and neurodegeneration. We illustrate applications of DTI for more finely mapping neurodegenerative changes with AD in the thalamus in vivo and for defining neuropathological changes in the white matter itself. The latter efforts have highlighted how sensitivity to the neuropathology can be enhanced by using more specific DTI measures and interpreting them relative to knowledge of local white matter anatomy in the healthy brain. Together, our studies and related work are helping to establish the exciting potential of a new range of MRI methods as neuropathological measures and as biomarkers of disease progression. [ABSTRACT FROM AUTHOR]
- Published
- 2013
10. Direct Exposure of Guinea Pig CNS to Human Luteinizing Hormone Increases Cerebrospinal Fluid and Cerebral Beta Amyloid Levels.
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Wahjoepramono, Eka J., Wijaya, Linda K., Taddei, Kevin, Bates, Kristyn A., Howard, Matthew, Martins, Georgia, deRuyck, Karl, Matthews, Paul M., Verdile, Giuseppe, and Martins, Ralph N.
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GUINEA pigs ,LUTEINIZING hormone ,AMYLOID beta-protein ,PROTEIN metabolism ,CEREBROSPINAL fluid - Abstract
Background/Aims: Luteinizing hormone (LH) has been shown to alter the metabolism of beta amyloid (Aβ), a key protein in Alzheimer's disease (AD) pathogenesis. While LH and components required for LH receptor signalling are present in the brain, their role in the CNS remains unclear. In vitro, LH has been shown to facilitate neurosteroid production and alter Aβ metabolism. However, whether LH can directly modulate cerebral Aβ levels in vivo has not previously been studied. In this study, we investigated the effect of chronic administration of LH to the guinea pig CNS on cerebral Aβ levels. Methods: Gonadectomised male animals were administered, via cortical placement, either placebo or LH slow-release pellets. At 14 and 28 days after treatment, animals were sacrificed. Brain, plasma and CSF were collected and Aβ levels measured via ELISA. Levels of the Aβ precursor protein (APP) and the neurosteroidogenic enzyme cytochrome P450 side-chain cleavage enzyme (P450scc) were also assayed. Results: An increase in CSF Aβ40 levels was observed 28 days following treatment. These CSF data also reflected changes in Aβ40 levels observed in brain homogenates. No change was observed in plasma Aβ40 levels but APP and its C-terminal fragments (APP-CTF) were significantly increased in response to LH exposure. Protein expression of P450scc was increased after 28 days of LH exposure, suggesting activation of the LH receptor. Conclusion: These data indicate that direct exposure of guinea pig CNS to LH results in altered brain Aβ levels, perhaps due to altered APP expression/metabolism. Copyright © 2011 S. Karger AG, Basel [ABSTRACT FROM AUTHOR]
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- 2011
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11. Presenilin Redistribution Associated with Aberrant Cholesterol Transport Enhances Β-Amyloid Production In Vivo.
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Burns, Mark, Gaynor, Kate, Olm, Vicki, Mercken, Marc, LaFrancois, John, Wang, Lili, Matthews, Paul M., Noble, Wendy, Matsuoka, Yasuji, and Duff, Karen
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AMYLOID ,CHOLESTEROL ,PROTEIN precursors ,ALZHEIMER'S disease ,BRAIN - Abstract
Presents a study that examined the impact of aberrant intracellualr cholesterol transport on the processing of the amyloid precursor protein (APP). Role of cholesterol in the development of Alzheimer's disease; Use of a mouse model of Niemann-Pick type C disease in measuring the accumulation of cholesterol in the mouse brain specimen; Assessment of the levels of presenilin and ϒ-secretase activity; Association of aberrant cholesterol trafficking with the potentiation of APP processing components in vivo.
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- 2003
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12. Molecular imaging of brain amyloid in mild cognitive impairment and Alzheimer's disease.
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Matthews, Paul M.
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POSITRON emission tomography , *AMYLOID , *NITRILES , *ALZHEIMER'S disease , *MEDICAL imaging systems - Abstract
BACKGROUND A recently developed PET radiotracer, 2-(1-[6-{(2-[18F]fluoroethyl)(methyl)amino}-2-naphthyl] ethylidene)malononitrile (FDDNP), binds amyloid and tau proteins and could, therefore, be used for the noninvasive evaluation of amyloid deposition in individuals with mild cognitive impairment (MCI) or Alzheimer's disease (AD). OBJECTIVE To compare FDDNP-PET with 2-deoxy-2-[18F]fluoro-D-glucose (FDG)-PET and MRI for measurement of the degree of cognitive impairment in patients with self-reported memory problems. DESIGN AND INTERVENTION Participants were recruited through advertisements for a study of mild memory impairment. Of 737 volunteers, 83 were included in the final data analysis; the rest either dropped out or were excluded for reasons such as illness, medication, or diagnoses other than AD or MCI. The participants were assessed by the Mini-Mental State Examination and the Hamilton Rating Scale for Depression, and also underwent tests of memory, language, attention, speed of information processing, executive function and visuospatial function to diagnose the degree of cognitive impairment. FDDNP-PET and FDG-PET were performed on all 83 participants; MRI was performed on 72 participants and CT on 11 (who were unsuitable for MRI because of claustrophobia or metal implants). The data on FDDNP binding were analyzed using the Logan graphic method, with the cerebellar signal as a reference. OUTCOME MEASURE The outcome measure was the diagnostic accuracy of FDDNP-PET compared with that of FDG-PET and MRI. RESULTS On the basis of the neuropsychological test results, the participants were classified as having either AD (n=25) or MCI (n=28), or as healthy controls (n=30). The control group (mean ± SD age 64 ± 15 years) was significantly younger than the MCI group (70 ± 12 years) and the AD group (73±9 years; P<0.01). FDDNP binding was significantly higher both in the MCI group compared with the control group, and in the AD group compared with the MCI group (P<0.001 for both). Receiver operating characteristic analysis indicated that FDDNP-PET had greater diagnostic accuracy than either FDG-PET or MRI for differentiating between AD, MCI, and no memory impairment. No difference in FDDNP binding was observed between patients who were taking medication to enhance cognitive function and those who were not. Twelve participants were followed up for a mean period of 24 months. Nine of these patients who remained clinically stable (seven controls and two people with MCI) had FDDNP binding increases of ≤3%. By contrast, three patients who showed clinical evidence of disease progression (one control subject was reclassified as having MCI, and two individuals with MCI were reclassified as having AD) had FDDNP binding increases of between 5.5% and 11.2%. Neuropathological analysis of one patient with AD, who died 14 months after baseline evaluation, produced a close match between regions with high concentrations of amyloid plaques and neurofibrillary tangles and areas with high FDDNP binding values. CONCLUSION The authors conclude that FDDNP-PET imaging can distinguish between normal aging, MCI and AD. [ABSTRACT FROM AUTHOR]
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- 2007
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13. Reduced cerebrovascular reactivity in young adults carrying the APOE ε4 allele.
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Suri, Sana, Mackay, Clare E., Kelly, Michael E., Germuska, Michael, Tunbridge, Elizabeth M., Frisoni, Giovanni B., Matthews, Paul M., Ebmeier, Klaus P., Bulte, Daniel P., and Filippini, Nicola
- Abstract
Background Functional magnetic resonance imaging (MRI) studies have shown that APOE ε2- and ε4-carriers have similar patterns of blood-oxygenation-level-dependent (BOLD) activation suggesting that we need to look beyond the BOLD signal to link APOE' s effect on the brain to Alzheimer's disease (AD)-risk. Methods We evaluated APOE -related differences in BOLD activation in response to a memory task, cerebrovascular reactivity using a CO 2 -inhalation challenge (CO 2 -CVR), and the potential contribution of CO 2 -CVR to the BOLD signal. Results APOE ε4-carriers had the highest task-related hippocampal BOLD signal relative to non-carriers. The largest differences in CO 2 -CVR were between ε2- and ε4-carriers, with the latter having the lowest values. Genotype differences in CO 2 -CVR accounted for ∼70% of hippocampal BOLD differences between groups. Conclusion Because CO 2 -CVR gauges vascular health, the differential effect of APOE in young adults may reflect a vascular contribution to the vulnerability of ε4-carriers to late-life pathology. Studies confirming our findings are warranted. [ABSTRACT FROM AUTHOR]
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- 2015
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14. Relevance of parahippocampal-locus coeruleus connectivity to memory in early dementia.
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Jacobs, Heidi I.L., Wiese, Svenja, van de Ven, Vincent, Gronenschild, Ed H.B.M., Verhey, Frans R.J., and Matthews, Paul M.
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HIPPOCAMPUS physiology , *NEUROLOGICAL disorders , *DEMENTIA , *BIOMARKERS , *ALZHEIMER'S disease , *BRAIN damage , *LOCUS coeruleus - Abstract
Neuropathology suggests an important role for the locus coeruleus (LC) in Alzheimer's disease (AD) pathophysiology. Neuropathology and structural damage in the LC appears to be one of the earliest changes. We hypothesize that reduced functional integration of the LC reflected by lower brain functional connectivity contributes to early memory dysfunction. To test this, we examined resting-state functional connectivity from the LC in 18 healthy older individuals and 18 mildly cognitively impaired patients with possible AD. Connectivity measures were correlated with memory scores. The left LC showed strong connectivity to the left parahippocampal gyrus that correlated with memory performance in healthy persons. This connectivity was reduced in aMCI patients. Lateralization of connectivity-memory correlations was altered in less impaired aMCI patients: greater right LC-left parahippocampal gyrus connectivity was associated with better memory performance, in particular for encoding. Our results provide new evidence that the LC, in interaction with the parahippocampal gyrus, may contribute to episodic memory formation. They suggest functional impairment and the possibility that associated compensatory changes contribute to preserved memory functions in early AD. Structural and functional LC-related measures may provide early AD markers. [ABSTRACT FROM AUTHOR]
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- 2015
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15. Genetic variation in GOLM1 and prefrontal cortical volume in Alzheimer's disease
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Inkster, Becky, Rao, Anil W., Ridler, Khanum, Filippini, Nicola, Whitcher, Brandon, Nichols, Thomas E., Wetten, Sally, Gibson, Rachel A., Borrie, Michael, Kertesz, Andrew, Guzman, Danilo A., Loy-English, Inge, Williams, Julie, Saemann, Philipp G., Auer, Dorothee P., Holsboer, Florian, Tozzi, Federica, Muglia, Pierandrea, Merlo-Pich, Emilio, and Matthews, Paul M.
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ALZHEIMER'S patients , *ALZHEIMER'S disease risk factors , *HUMAN genetic variation , *MEMBRANE proteins , *CEREBRAL atrophy , *GENETIC polymorphisms , *GENE expression - Abstract
Abstract: Replications of the association between APOE-ε4 allele load and regional brain atrophy in Alzheimer''s disease (AD) patients hold promise for future studies testing relationships between other disease risk gene variants and brain structure. A polymorphism, rs10868366, in the Golgi phosphoprotein 2 gene, GOLM1, was recently identified as an AD risk factor in a genome-wide association study. In a subset of the same AD cohort, we used voxel-based morphometry to test for association between the disease risk genotype and reduced regional gray matter (GM) volume in AD patients (n = 72). A mean 14% reduction in GM volume was observed in the left frontal gyrus with the higher risk GG genotype. A similar association was observed in an independent, dataset of nondemented subjects (n = 278), although with a smaller effect (1%). This replicated association with GM structural variation suggests that GOLM1 polymorphisms may be related to cognitive phenotypes. The greater effect size in AD patients also suggests that the GG genotype could be a risk factor for the expression of cognitive deficits in AD. [Copyright &y& Elsevier]
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- 2012
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16. DTI measures in crossing-fibre areas: Increased diffusion anisotropy reveals early white matter alteration in MCI and mild Alzheimer's disease
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Douaud, Gwenaëlle, Jbabdi, Saâd, Behrens, Timothy E.J., Menke, Ricarda A., Gass, Achim, Monsch, Andreas U., Rao, Anil, Whitcher, Brandon, Kindlmann, Gordon, Matthews, Paul M., and Smith, Stephen
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DIFFUSION tensor imaging , *MILD cognitive impairment , *ANISOTROPY , *PERIAQUEDUCTAL gray matter , *ALZHEIMER'S disease , *CORPUS callosum , *NEUROPSYCHOLOGY - Abstract
Abstract: Though mild cognitive impairment is an intermediate clinical state between healthy aging and Alzheimer''s disease (AD), there are very few whole-brain voxel-wise diffusion MRI studies directly comparing changes in healthy control, mild cognitive impairment (MCI) and AD subjects. Here we report whole-brain findings from a comprehensive study of diffusion tensor indices and probabilistic tractography obtained in a very large population of healthy controls, MCI and probable AD subjects. As expected from the literature, all diffusion indices converged to show that the cingulum bundle, the uncinate fasciculus, the entire corpus callosum and the superior longitudinal fasciculus are the most affected white matter tracts in AD. Significant differences between MCI and AD were essentially confined to the corpus callosum. More importantly, we introduce for the first time in a degenerative disorder an application of a recently developed tensor index, the “mode” of anisotropy, as well as probabilistic crossing-fibre tractography. The mode of anisotropy specifies the type of anisotropy as a continuous measure reflecting differences in shape of the diffusion tensor ranging from planar (e.g., in regions of crossing fibres from two fibre populations of similar density or regions of “kissing” fibres) to linear (e.g., in regions where one fibre population orientation predominates), while probabilistic crossing-fibre tractography allows to accurately trace pathways from a crossing-fibre region. Remarkably, when looking for whole-brain diffusion differences between MCI patients and healthy subjects, the only region with significant abnormalities was a region of crossing fibres in the centrum semiovale, showing an increased mode of anisotropy. The only white matter region demonstrating a significant difference in correlations between neuropsychological scores and a diffusion measure (mode of anisotropy) across the three groups was the same region of crossing fibres. Further examination using probabilistic tractography established explicitly and quantitatively that this previously unreported increase of mode and co-localised increase of fractional anisotropy was explained by a relative preservation of motor-related projection fibres (at this early stage of the disease) crossing the association fibres of the superior longitudinal fasciculus. These findings emphasise the benefit of looking at the more complex regions in which spared and affected pathways are crossing to detect very early alterations of the white matter that could not be detected in regions consisting of one fibre population only. Finally, the methods used in this study may have general applicability for other degenerative disorders and, beyond the clinical sphere, they could contribute to a better quantification and understanding of subtle effects generated by normal processes such as visuospatial attention or motor learning. [Copyright &y& Elsevier]
- Published
- 2011
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17. Combining shape and connectivity analysis: An MRI study of thalamic degeneration in Alzheimer's disease
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Zarei, Mojtaba, Patenaude, Brian, Damoiseaux, Jessica, Morgese, Ciro, Smith, Steve, Matthews, Paul M., Barkhof, Frederik, Rombouts, Serge, Sanz-Arigita, Ernesto, and Jenkinson, Mark
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THALAMUS , *DEGENERATION (Pathology) , *ALZHEIMER'S patients , *MAGNETIC resonance imaging , *DIFFUSION tensor imaging , *NEUROLOGICAL disorders - Abstract
Abstract: Alzheimer''s disease (AD) is associated with neuronal loss not only in the hippocampus and amygdala but also in the thalamus. Anterodorsal, centromedial, and pulvinar nuclei are the main sites of degeneration in AD. Here we combined shape analysis and diffusion tensor imaging (DTI) tractography to study degeneration in AD in the thalamus and its connections. Structural and diffusion tensor MRI scans were obtained from 16 AD patients and 22 demographically similar healthy volunteers. The thalamus, hippocampus, and amygdala were automatically segmented using our locally developed algorithm, and group comparisons were carried out for each surface vertex. We also employed probabilistic diffusion tractography to obtain connectivity measures between individual thalamic voxels and hippocampus/amygdala voxels and to segment the internal medullary lamina (IML). Shape analysis showed significant bilateral regional atrophy in the dorsal–medial part of the thalamus in AD patients compared to controls. Probabilistic tractography demonstrated that these regions are mainly connected with the hippocampus, temporal, and prefrontal cortex. Intrathalamic FA comparisons showed reductions in the anterodorsal region of thalamus. Intrathalamic tractography from this region revealed that the IML was significantly smaller in AD patients than in controls. We suggest that these changes can be attributed to the degeneration of the anterodorsal and intralaminar nuclei, respectively. In addition, based on previous neuropathological reports, ventral and dorsal–medial shape change in the thalamus in AD patients is likely to be driven by IML atrophy. This combined shape and connectivity analysis provides MRI evidence of regional thalamic degeneration in AD. [Copyright &y& Elsevier]
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- 2010
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18. Longitudinal and cross-sectional analysis of atrophy in Alzheimer's disease: Cross-validation of BSI, SIENA and SIENAX
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Smith, Stephen M., Rao, Anil, De Stefano, Nicola, Jenkinson, Mark, Schott, Jonathan M., Matthews, Paul M., and Fox, Nick C.
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ALZHEIMER'S disease , *BRAIN , *CENTRAL nervous system , *NEURODEGENERATION - Abstract
Abstract: Brain volume loss (atrophy) is widely used as a marker of disease progression. Atrophy has been measured with a variety of methods, some estimating atrophy rate from two temporally separated scans, and others estimating atrophy state from a single scan. Three popular tools for measuring brain atrophy are BSI and SIENA (rate) and SIENAX (state). Previous papers have shown BSI and SIENA to have similar accuracy, but no work has carefully compared both methods using the same data set. Here we compare these methods, using data from patients with Alzheimer''s disease and age-matched controls. We also compare the SIENA longitudinal measure with atrophy state estimated by SIENAX using just the earliest scan taken from each subject. We show strong correspondence and similar sensitivity to atrophy between all 3 measures. [Copyright &y& Elsevier]
- Published
- 2007
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