4
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Mak E, Reid RI, Przybelski SA, Lesnick TG, Schwarz CG, Senjem ML, Raghavan S, Vemuri P, Jack CR, Min HK, Jain MK, Miyagawa T, Forsberg LK, Fields JA, Savica R, Graff-Radford J, Jones DT, Botha H, St Louis EK, Knopman DS, Ramanan VK, Dickson DW, Graff-Radford NR, Ferman TJ, Petersen RC, Lowe VJ, Boeve BF, O'Brien JT, Kantarci K. Influences of amyloid-β and tau on white matter neurite alterations in dementia with Lewy bodies. NPJ Parkinsons Dis 2024; 10:76. [PMID: 38570511 PMCID: PMC10991290 DOI: 10.1038/s41531-024-00684-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 03/13/2024] [Indexed: 04/05/2024] Open
Abstract
Dementia with Lewy bodies (DLB) is a neurodegenerative condition often co-occurring with Alzheimer's disease (AD) pathology. Characterizing white matter tissue microstructure using Neurite Orientation Dispersion and Density Imaging (NODDI) may help elucidate the biological underpinnings of white matter injury in individuals with DLB. In this study, diffusion tensor imaging (DTI) and NODDI metrics were compared in 45 patients within the dementia with Lewy bodies spectrum (mild cognitive impairment with Lewy bodies (n = 13) and probable dementia with Lewy bodies (n = 32)) against 45 matched controls using conditional logistic models. We evaluated the associations of tau and amyloid-β with DTI and NODDI parameters and examined the correlations of AD-related white matter injury with Clinical Dementia Rating (CDR). Structural equation models (SEM) explored relationships among age, APOE ε4, amyloid-β, tau, and white matter injury. The DLB spectrum group exhibited widespread white matter abnormalities, including reduced fractional anisotropy, increased mean diffusivity, and decreased neurite density index. Tau was significantly associated with limbic and temporal white matter injury, which was, in turn, associated with worse CDR. SEM revealed that amyloid-β exerted indirect effects on white matter injury through tau. We observed widespread disruptions in white matter tracts in DLB that were not attributed to AD pathologies, likely due to α-synuclein-related injury. However, a fraction of the white matter injury could be attributed to AD pathology. Our findings underscore the impact of AD pathology on white matter integrity in DLB and highlight the utility of NODDI in elucidating the biological basis of white matter injury in DLB.
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Affiliation(s)
- Elijah Mak
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - Robert I Reid
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
- Department of Information Technology, Mayo Clinic, Rochester, MN, USA
| | - Scott A Przybelski
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Timothy G Lesnick
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | | | - Matthew L Senjem
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
- Department of Information Technology, Mayo Clinic, Rochester, MN, USA
| | | | | | | | - Hoon Ki Min
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Manoj K Jain
- Department of Radiology, Mayo Clinic, Jacksonville, FL, USA
| | - Toji Miyagawa
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | | | - Julie A Fields
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Rodolfo Savica
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | | | - David T Jones
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Hugo Botha
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Erik K St Louis
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
- Center for Sleep Medicine, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | | | | | - Dennis W Dickson
- Department of Psychiatry and Psychology, Mayo Clinic, Jacksonville, FL, USA
| | | | - Tanis J Ferman
- Department of Neurology, Mayo Clinic, Jacksonville, FL, USA
| | - Ronald C Petersen
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Val J Lowe
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | - John T O'Brien
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - Kejal Kantarci
- Department of Radiology, Mayo Clinic, Rochester, MN, USA.
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8
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Alam JJ, Maruff P, Doctrow SR, Chu HM, Conway J, Gomperts SN, Teunissen C. Association of Plasma Phosphorylated Tau With the Response to Neflamapimod Treatment in Patients With Dementia With Lewy Bodies. Neurology 2023; 101:e1708-e1717. [PMID: 37657939 PMCID: PMC10624490 DOI: 10.1212/wnl.0000000000207755] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 06/21/2023] [Indexed: 09/03/2023] Open
Abstract
BACKGROUND AND OBJECTIVES In a proportion of patients, dementia with Lewy bodies (DLB) is associated with Alzheimer disease (AD) copathology, which is linked to accelerated cognitive decline and more extensive cortical atrophy. The objective was to evaluate the relationship between a biomarker of AD copathology, plasma tau phosphorylated at residue 181 (ptau181), and the treatment effects of the p38α kinase inhibitor neflamapimod, which targets the cholinergic degenerative process in DLB. METHODS The AscenD-LB study was a phase 2a, randomized (1:1), 16-week, placebo-controlled clinical trial of neflamapimod in DLB, the main results of which have been published. After the study was completed (i.e., post hoc), pretreatment plasma ptau181 levels were determined and participants were grouped based on a cutoff for AD pathology of 2.2 pg/mL (established in a separate cohort to identify AD from healthy controls). Clinical outcomes for the comparison of placebo with neflamapimod 40 mg three times daily (TID; the higher and more clinically active of 2 doses studied) were analyzed using mixed models for repeated measures within each subgroup (baseline plasma ptau181 < and ≥2.2 pg/mL). RESULTS Pretreatment plasma ptau181 levels were determined in eighty-five participants with mild-to-moderate DLB receiving cholinesterase inhibitors, with 45 participants below and 40 above the 2.2 pg/mL cutoff at baseline. In the 16-week treatment period, in the comparison of placebo with neflamapimod 40 mg TID, for all end points evaluated, improvements with neflamapimod treatment were greater in participants below the cutoff, compared with those above the cutoff. In addition, participants below the ptau181 cutoff at baseline showed significant improvement over placebo in an attention composite measure (+0.42, 95% CI 0.07-0.78, p = 0.023, d = 0.78), the Clinical Dementia Rating Scale Sum of Boxes (-0.60, 95% CI -1.04 to -0.06, p = 0.031, d = 0.70), the Timed Up and Go test (-3.1 seconds, 95% CI -4.7 to -1.6, p < 0.001, d = 0.74), and International Shopping List Test-Recognition (+1.4, 95% CI 0.2-2.5, p = 0.024, d = 1.00). DISCUSSION Exclusion of patients with elevated plasma ptau181, potentially through excluding patients with extensive cortical neurodegeneration, enriches for a patient with DLB population that is more responsive to neflamapimod. More generally, plasma biomarkers of AD copathology at study entry should be considered as stratification variables in DLB clinical trials. TRIAL REGISTRATION INFORMATION NCT04001517 at ClinicalTrials.gov.
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Affiliation(s)
- John J Alam
- From the CervoMed (formerly EIP Pharma) (J.J.A., S.R.D., J.C.), Inc., Boston, MA; CogState Ltd London (P.M.), United Kingdom; Anoixis Corporation (H.-M.C.), Natick; Massachusetts Alzheimer's Disease Research Center (S.N.G.), Department of Neurology, Massachusetts General Hospital, Charlestown; and Neurochemistry Lab (C.T.), Department of Laboratory Medicine, Amsterdam Neuroscience, Neurodegeneration, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands.
| | - Paul Maruff
- From the CervoMed (formerly EIP Pharma) (J.J.A., S.R.D., J.C.), Inc., Boston, MA; CogState Ltd London (P.M.), United Kingdom; Anoixis Corporation (H.-M.C.), Natick; Massachusetts Alzheimer's Disease Research Center (S.N.G.), Department of Neurology, Massachusetts General Hospital, Charlestown; and Neurochemistry Lab (C.T.), Department of Laboratory Medicine, Amsterdam Neuroscience, Neurodegeneration, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands
| | - Susan R Doctrow
- From the CervoMed (formerly EIP Pharma) (J.J.A., S.R.D., J.C.), Inc., Boston, MA; CogState Ltd London (P.M.), United Kingdom; Anoixis Corporation (H.-M.C.), Natick; Massachusetts Alzheimer's Disease Research Center (S.N.G.), Department of Neurology, Massachusetts General Hospital, Charlestown; and Neurochemistry Lab (C.T.), Department of Laboratory Medicine, Amsterdam Neuroscience, Neurodegeneration, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands
| | - Hui-May Chu
- From the CervoMed (formerly EIP Pharma) (J.J.A., S.R.D., J.C.), Inc., Boston, MA; CogState Ltd London (P.M.), United Kingdom; Anoixis Corporation (H.-M.C.), Natick; Massachusetts Alzheimer's Disease Research Center (S.N.G.), Department of Neurology, Massachusetts General Hospital, Charlestown; and Neurochemistry Lab (C.T.), Department of Laboratory Medicine, Amsterdam Neuroscience, Neurodegeneration, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands
| | - Jennifer Conway
- From the CervoMed (formerly EIP Pharma) (J.J.A., S.R.D., J.C.), Inc., Boston, MA; CogState Ltd London (P.M.), United Kingdom; Anoixis Corporation (H.-M.C.), Natick; Massachusetts Alzheimer's Disease Research Center (S.N.G.), Department of Neurology, Massachusetts General Hospital, Charlestown; and Neurochemistry Lab (C.T.), Department of Laboratory Medicine, Amsterdam Neuroscience, Neurodegeneration, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands
| | - Stephen N Gomperts
- From the CervoMed (formerly EIP Pharma) (J.J.A., S.R.D., J.C.), Inc., Boston, MA; CogState Ltd London (P.M.), United Kingdom; Anoixis Corporation (H.-M.C.), Natick; Massachusetts Alzheimer's Disease Research Center (S.N.G.), Department of Neurology, Massachusetts General Hospital, Charlestown; and Neurochemistry Lab (C.T.), Department of Laboratory Medicine, Amsterdam Neuroscience, Neurodegeneration, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands
| | - Charlotte Teunissen
- From the CervoMed (formerly EIP Pharma) (J.J.A., S.R.D., J.C.), Inc., Boston, MA; CogState Ltd London (P.M.), United Kingdom; Anoixis Corporation (H.-M.C.), Natick; Massachusetts Alzheimer's Disease Research Center (S.N.G.), Department of Neurology, Massachusetts General Hospital, Charlestown; and Neurochemistry Lab (C.T.), Department of Laboratory Medicine, Amsterdam Neuroscience, Neurodegeneration, Amsterdam UMC, Vrije Universiteit Amsterdam, the Netherlands
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9
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Ferreira D, Przybelski SA, Lesnick TG, Schwarz CG, Diaz-Galvan P, Graff-Radford J, Senjem ML, Fields JA, Knopman DS, Jones DT, Savica R, Ferman TJ, Graff-Radford N, Lowe VJ, Jack CR, Petersen RC, Westman E, Boeve BF, Kantarci K. Cross-sectional Associations of β-Amyloid, Tau, and Cerebrovascular Biomarkers With Neurodegeneration in Probable Dementia With Lewy Bodies. Neurology 2023; 100:e846-e859. [PMID: 36443011 PMCID: PMC9984215 DOI: 10.1212/wnl.0000000000201579] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 10/06/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Although alpha-synuclein-related pathology is the hallmark of dementia with Lewy bodies (DLB), cerebrovascular and Alzheimer disease pathologies are common in patients with DLB. Little is known about the contribution of these pathologies to neurodegeneration in DLB. We investigated associations of cerebrovascular, β-amyloid, and tau biomarkers with gray matter (GM) volume in patients with probable DLB. METHODS We assessed patients with probable DLB and cognitively unimpaired (CU) controls with 11C-Pittsburgh compound B (PiB) and 18F-flortaucipir PET as markers of β-amyloid and tau, respectively. MRI was used to assess white matter hyperintensity (WMH) volume (a marker of cerebrovascular lesion load) and regional GM volume (a marker of neurodegeneration). We used correlations and analysis of covariance (ANCOVA) in the entire cohort and structural equation models (SEMs) in patients with DLB to investigate associations of WMH volume and regional β-amyloid and tau PET standardized uptake value ratios (SUVrs) with regional GM volume. RESULTS We included 30 patients with DLB (69.3 ± 10.2 years, 87% men) and 100 CU controls balanced on age and sex. Compared with CU controls, patients with DLB showed a lower GM volume across all cortical and subcortical regions except for the cuneus, putamen, and pallidum. A larger WMH volume was associated with a lower volume in the medial and orbital frontal cortices, insula, fusiform cortex, and thalamus in patients with DLB. A higher PiB SUVr was associated with a lower volume in the inferior temporal cortex, while flortaucipir SUVr did not correlate with GM volume. SEMs showed that a higher age and absence of the APOE ε4 allele were significant predictors of higher WMH volume, and WMH volume in turn was a significant predictor of GM volume in medial and orbital frontal cortices, insula, and inferior temporal cortex. By contrast, we observed 2 distinct paths for the fusiform cortex, with age having an effect through PiB and flortaucipir SUVr on one path and through WMH volume on the other path. DISCUSSION Patients with probable DLB have widespread cortical atrophy, most of which is likely influenced by alpha-synuclein-related pathology. Although cerebrovascular, β-amyloid, and tau pathologies often coexist in probable DLB, their contributions to neurodegeneration seem to be region specific.
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Affiliation(s)
- Daniel Ferreira
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Scott A Przybelski
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Timothy G Lesnick
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Christopher G Schwarz
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Patricia Diaz-Galvan
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Jonathan Graff-Radford
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Matthew L Senjem
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Julie A Fields
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - David S Knopman
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - David T Jones
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Rodolfo Savica
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Tanis J Ferman
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Neill Graff-Radford
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Val J Lowe
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Clifford R Jack
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Ronald C Petersen
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Eric Westman
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Brad F Boeve
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Kejal Kantarci
- From the Division of Clinical Geriatrics (D.F., P.D.-G., E.W.), Center for Alzheimer's Research, Department of Neurobiology, Care Sciences, and Society, Karolinska Institutet, Stockholm, Sweden; Departments of Radiology (D.F., C.G.S., P.D.-G., M.L.S., V.J.L., C.R.J., K.K.), Quantitative Health Sciences (S.A.P., T.G.L.), Neurology (J.G.-R., D.S.K., D.T.J., R.S., R.C.P., B.F.B.), Information Technology (M.L.S.), and Psychiatry and Psychology (J.A.F.), Mayo Clinic, Rochester, MN; Departments of Psychiatry and Psychology (T.J.F.) and Neurology (N.G.-R.), Mayo Clinic, Jacksonville, FL; and Department of Neuroimaging (E.W.), Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom.
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