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Arafi P, Devkota S, Maesako M, Wolfe MS. Alzheimer-mutant γ-secretase complexes stall amyloid β-peptide production. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.30.610520. [PMID: 39257787 PMCID: PMC11383658 DOI: 10.1101/2024.08.30.610520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2024]
Abstract
Missense mutations in the amyloid precursor protein (APP) and presenilin-1 (PSEN1) cause early-onset familial Alzheimer's disease (FAD) and alter proteolytic production of secreted 38-to-43-residue amyloid β-peptides (Aβ) by the PSEN1-containing γ-secretase complex, ostensibly supporting the amyloid hypothesis of pathogenesis. However, proteolysis of APP substrate by γ-secretase is processive, involving initial endoproteolysis to produce long Aβ peptides of 48 or 49 residues followed by carboxypeptidase trimming in mostly tripeptide increments. We recently reported evidence that FAD mutations in APP and PSEN1 cause deficiencies in early steps in processive proteolysis of APP substrate C99 and that this results from stalled γ-secretase enzyme-substrate and/or enzyme-intermediate complexes. These stalled complexes triggered synaptic degeneration in a C. elegans model of FAD independently of Aβ production. Here we conducted full quantitative analysis of all proteolytic events on APP substrate by γ-secretase with six additional PSEN1 FAD mutations and found that all six are deficient in multiple processing steps. However, only one of these (F386S) was deficient in certain trimming steps but not in endoproteolysis. Fluorescence lifetime imaging microscopy in intact cells revealed that all six PSEN1 FAD mutations lead to stalled γ-secretase enzyme-substrate/intermediate complexes. The F386S mutation, however, does so only in Aβ-rich regions of the cells, not in C99-rich regions, consistent with the deficiencies of this mutant enzyme only in trimming of Aβ intermediates. These findings provide further evidence that FAD mutations lead stalled and stabilized γ-secretase enzyme-substrate and/or enzyme-intermediate complexes and are consistent with the stalled process rather than the products of γ-secretase proteolysis as the pathogenic trigger.
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Affiliation(s)
- Parnian Arafi
- Department of Medicinal Chemistry, University of Kansas, Lawrence, KS, USA
| | - Sujan Devkota
- Department of Medicinal Chemistry, University of Kansas, Lawrence, KS, USA
| | - Masato Maesako
- Alzheimer Research Unit, MassGeneral Institute for Neurodegenerative Disease, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Michael S Wolfe
- Department of Medicinal Chemistry, University of Kansas, Lawrence, KS, USA
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Daniels AJ, McDade E, Llibre-Guerra JJ, Xiong C, Perrin RJ, Ibanez L, Supnet-Bell C, Cruchaga C, Goate A, Renton AE, Benzinger TL, Gordon BA, Hassenstab J, Karch C, Popp B, Levey A, Morris J, Buckles V, Allegri RF, Chrem P, Berman SB, Chhatwal JP, Farlow MR, Fox NC, Day GS, Ikeuchi T, Jucker M, Lee JH, Levin J, Lopera F, Takada L, Sosa AL, Martins R, Mori H, Noble JM, Salloway S, Huey E, Rosa-Neto P, Sánchez-Valle R, Schofield PR, Roh JH, Bateman RJ. 15 Years of Longitudinal Genetic, Clinical, Cognitive, Imaging, and Biochemical Measures in DIAN. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.08.08.24311689. [PMID: 39148846 PMCID: PMC11326320 DOI: 10.1101/2024.08.08.24311689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 08/17/2024]
Abstract
This manuscript describes and summarizes the Dominantly Inherited Alzheimer Network Observational Study (DIAN Obs), highlighting the wealth of longitudinal data, samples, and results from this human cohort study of brain aging and a rare monogenic form of Alzheimer's disease (AD). DIAN Obs is an international collaborative longitudinal study initiated in 2008 with support from the National Institute on Aging (NIA), designed to obtain comprehensive and uniform data on brain biology and function in individuals at risk for autosomal dominant AD (ADAD). ADAD gene mutations in the amyloid protein precursor (APP), presenilin 1 (PSEN1), or presenilin 2 (PSEN2) genes are deterministic causes of ADAD, with virtually full penetrance, and a predictable age at symptomatic onset. Data and specimens collected are derived from full clinical assessments, including neurologic and physical examinations, extensive cognitive batteries, structural and functional neuro-imaging, amyloid and tau pathological measures using positron emission tomography (PET), flurordeoxyglucose (FDG) PET, cerebrospinal fluid and blood collection (plasma, serum, and whole blood), extensive genetic and multi-omic analyses, and brain donation upon death. This comprehensive evaluation of the human nervous system is performed longitudinally in both mutation carriers and family non-carriers, providing one of the deepest and broadest evaluations of the human brain across decades and through AD progression. These extensive data sets and samples are available for researchers to address scientific questions on the human brain, aging, and AD.
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Affiliation(s)
- Alisha J. Daniels
- Washington University School of Medicine, St Louis, St Louis, MO, USA
| | - Eric McDade
- Washington University School of Medicine, St Louis, St Louis, MO, USA
| | | | - Chengjie Xiong
- Washington University School of Medicine, St Louis, St Louis, MO, USA
| | - Richard J. Perrin
- Washington University School of Medicine, St Louis, St Louis, MO, USA
| | - Laura Ibanez
- Washington University School of Medicine, St Louis, St Louis, MO, USA
| | | | - Carlos Cruchaga
- Washington University School of Medicine, St Louis, St Louis, MO, USA
| | - Alison Goate
- Icahn School of Medicine at Mount Sinai, New York, NY USA
| | - Alan E. Renton
- Icahn School of Medicine at Mount Sinai, New York, NY USA
| | | | - Brian A. Gordon
- Washington University School of Medicine, St Louis, St Louis, MO, USA
| | - Jason Hassenstab
- Washington University School of Medicine, St Louis, St Louis, MO, USA
| | - Celeste Karch
- Washington University School of Medicine, St Louis, St Louis, MO, USA
| | - Brent Popp
- Washington University School of Medicine, St Louis, St Louis, MO, USA
| | - Allan Levey
- Goizueta Alzheimer’s Disease Research Center, Emory University, Atlanta, GA, USA
| | - John Morris
- Washington University School of Medicine, St Louis, St Louis, MO, USA
| | - Virginia Buckles
- Washington University School of Medicine, St Louis, St Louis, MO, USA
| | | | - Patricio Chrem
- Institute of Neurological Research FLENI, Buenos Aires, Argentina
| | | | - Jasmeer P. Chhatwal
- Massachusetts General and Brigham & Women’s Hospitals, Harvard Medical School, Boston MA, USA
| | | | - Nick C. Fox
- UK Dementia Research Institute at University College London, London, United Kingdom
- University College London, London, United Kingdom
| | | | - Takeshi Ikeuchi
- Brain Research Institute, Niigata University, Niigata, Japan
| | - Mathias Jucker
- Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
- DZNE, German Center for Neurodegenerative Diseases, Tübingen, Germany
| | | | - Johannes Levin
- DZNE, German Center for Neurodegenerative Diseases, Munich, Germany
- Ludwig-Maximilians-Universität München, Munich, Germany
| | | | | | - Ana Luisa Sosa
- Instituto Nacional de Neurologia y Neurocirugla Innn, Mexico City, Mexico
| | - Ralph Martins
- Edith Cowan University, Western Australia, Australia
| | | | - James M. Noble
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Department of Neurology, and GH Sergievsky Center, Columbia University Irving Medical Center, New York, NY, USA
| | | | - Edward Huey
- Brown University, Butler Hospital, Providence, RI, USA
| | - Pedro Rosa-Neto
- Centre de Recherche de L’hopital Douglas and McGill University, Montreal, Quebec
| | - Raquel Sánchez-Valle
- Hospital Clínic de Barcelona. IDIBAPS. University of Barcelona, Barcelona, Spain
| | - Peter R. Schofield
- Neuroscience Research Australia, Sydney, NSW, Australia
- School of Biomedical Sciences, University of New South Wales, Sydney, NSW, Australia
| | - Jee Hoon Roh
- Korea University, Korea University Anam Hospital, Seoul, South Korea
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Wagemann O, Li Y, Hassenstab J, Aschenbrenner AJ, McKay NS, Gordon BA, Benzinger TLS, Xiong C, Cruchaga C, Renton AE, Perrin RJ, Berman SB, Chhatwal JP, Farlow MR, Day GS, Ikeuchi T, Jucker M, Lopera F, Mori H, Noble JM, Sánchez‐Valle R, Schofield PR, Morris JC, Daniels A, Levin J, Bateman RJ, McDade E, Llibre‐Guerra JJ. Investigation of sex differences in mutation carriers of the Dominantly Inherited Alzheimer Network. Alzheimers Dement 2024; 20:47-62. [PMID: 37740921 PMCID: PMC10841236 DOI: 10.1002/alz.13460] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 08/10/2023] [Accepted: 08/13/2023] [Indexed: 09/25/2023]
Abstract
INTRODUCTION Studies suggest distinct differences in the development, presentation, progression, and response to treatment of Alzheimer's disease (AD) between females and males. We investigated sex differences in cognition, neuroimaging, and fluid biomarkers in dominantly inherited AD (DIAD). METHODS Three hundred twenty-five mutation carriers (55% female) and one hundred eighty-six non-carriers (58% female) of the Dominantly Inherited Alzheimer Network Observational Study were analyzed. Linear mixed models and Spearman's correlation explored cross-sectional sex differences in cognition, cerebrospinal fluid (CSF) biomarkers, Pittsburgh compound B positron emission tomography (11 C-PiB PET) and structural magnetic resonance imaging (MRI). RESULTS Female carriers performed better than males on delayed recall and processing speed despite similar hippocampal volumes. As the disease progressed, symptomatic females revealed higher increases in MRI markers of neurodegeneration and memory impairment. PiB PET and established CSF AD markers revealed no sex differences. DISCUSSION Our findings suggest an initial cognitive reserve in female carriers followed by a pronounced increase in neurodegeneration coupled with worse performance on delayed recall at later stages of DIAD.
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Affiliation(s)
- Olivia Wagemann
- Department of NeurologyWashington University St. LouisSt. LouisMissouriUSA
- Department of NeurologyLudwig‐Maximilians‐Universität MünchenMunichGermany
| | - Yan Li
- Department of BiostatisticsWashington University St. LouisSt. LouisMissouriUSA
| | - Jason Hassenstab
- Department of NeurologyWashington University St. LouisSt. LouisMissouriUSA
| | | | - Nicole S. McKay
- Department of RadiologyWashington University St. LouisSt. LouisMissouriUSA
| | - Brian A. Gordon
- Department of RadiologyWashington University St. LouisSt. LouisMissouriUSA
| | | | - Chengjie Xiong
- Department of BiostatisticsWashington University St. LouisSt. LouisMissouriUSA
| | - Carlos Cruchaga
- Department of PsychiatryWashington University St. LouisSt. LouisMissouriUSA
| | - Alan E. Renton
- Department of NeuroscienceIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Richard J. Perrin
- Department of NeurologyWashington University St. LouisSt. LouisMissouriUSA
- Department of Pathology and ImmunologyWashington University St. LouisSt. LouisMissouriUSA
| | - Sarah B. Berman
- Department of NeurologyUniversity of PittsburghPittsburghPennsylvaniaUSA
| | - Jasmeer P. Chhatwal
- Department of NeurologyMassachusetts General and Brigham & Female's HospitalsHarvard Medical SchoolBostonMassachusettsUSA
| | - Martin R. Farlow
- Department of NeurologyIndiana University School of MedicineIndianapolisIndianaUSA
| | - Gregory S. Day
- Department of NeurologyMayo Clinic FloridaJacksonvilleFloridaUSA
| | - Takeshi Ikeuchi
- Department of Molecular GeneticsBrain Research InstituteNiigata UniversityNiigataJapan
| | - Mathias Jucker
- Hertie Institute for Clinical Brain ResearchUniversity of TübingenTübingenGermany
- German Center for Neurodegenerative Diseases (DZNE)TübingenGermany
| | - Francisco Lopera
- Grupo de Neurociencias de Antioquia (GNA)Universidad de AntioquiaMedellinColombia
| | - Hiroshi Mori
- Department of Clinical NeuroscienceOsaka Metropolitan University Medical SchoolNagaoka Sutoku UniversityOsakaJapan
| | - James M. Noble
- Department of NeurologyColumbia University Irving Medical CenterNew YorkNew YorkUSA
| | - Raquel Sánchez‐Valle
- Department of NeurologyHospital Clínic de Barcelona (IDIBAPS)University of BarcelonaBarcelonaSpain
| | - Peter R. Schofield
- Neuroscience Research AustraliaSydneyNew South WalesAustralia
- School of Biomedical SciencesUniversity of New South WalesSydneyNew South WalesAustralia
| | - John C. Morris
- Department of NeurologyWashington University St. LouisSt. LouisMissouriUSA
| | - Alisha Daniels
- Department of NeurologyWashington University St. LouisSt. LouisMissouriUSA
| | - Johannes Levin
- Department of NeurologyLudwig‐Maximilians‐Universität MünchenMunichGermany
- German Center for Neurodegenerative Diseases (DZNE)MunichGermany
- Munich Cluster for Systems Neurology (SyNergy)MunichGermany
| | - Randall J. Bateman
- Department of NeurologyWashington University St. LouisSt. LouisMissouriUSA
| | - Eric McDade
- Department of NeurologyWashington University St. LouisSt. LouisMissouriUSA
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Millar PR, Gordon BA, Wisch JK, Schultz SA, Benzinger TL, Cruchaga C, Hassenstab JJ, Ibanez L, Karch C, Llibre-Guerra JJ, Morris JC, Perrin RJ, Supnet-Bell C, Xiong C, Allegri RF, Berman SB, Chhatwal JP, Chrem Mendez PA, Day GS, Hofmann A, Ikeuchi T, Jucker M, Lee JH, Levin J, Lopera F, Niimi Y, Sánchez-González VJ, Schofield PR, Sosa-Ortiz AL, Vöglein J, Bateman RJ, Ances BM, McDade EM. Advanced structural brain aging in preclinical autosomal dominant Alzheimer disease. Mol Neurodegener 2023; 18:98. [PMID: 38111006 PMCID: PMC10729487 DOI: 10.1186/s13024-023-00688-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 11/28/2023] [Indexed: 12/20/2023] Open
Abstract
BACKGROUND "Brain-predicted age" estimates biological age from complex, nonlinear features in neuroimaging scans. The brain age gap (BAG) between predicted and chronological age is elevated in sporadic Alzheimer disease (AD), but is underexplored in autosomal dominant AD (ADAD), in which AD progression is highly predictable with minimal confounding age-related co-pathology. METHODS We modeled BAG in 257 deeply-phenotyped ADAD mutation-carriers and 179 non-carriers from the Dominantly Inherited Alzheimer Network using minimally-processed structural MRI scans. We then tested whether BAG differed as a function of mutation and cognitive status, or estimated years until symptom onset, and whether it was associated with established markers of amyloid (PiB PET, CSF amyloid-β-42/40), phosphorylated tau (CSF and plasma pTau-181), neurodegeneration (CSF and plasma neurofilament-light-chain [NfL]), and cognition (global neuropsychological composite and CDR-sum of boxes). We compared BAG to other MRI measures, and examined heterogeneity in BAG as a function of ADAD mutation variants, APOE ε4 carrier status, sex, and education. RESULTS Advanced brain aging was observed in mutation-carriers approximately 7 years before expected symptom onset, in line with other established structural indicators of atrophy. BAG was moderately associated with amyloid PET and strongly associated with pTau-181, NfL, and cognition in mutation-carriers. Mutation variants, sex, and years of education contributed to variability in BAG. CONCLUSIONS We extend prior work using BAG from sporadic AD to ADAD, noting consistent results. BAG associates well with markers of pTau, neurodegeneration, and cognition, but to a lesser extent, amyloid, in ADAD. BAG may capture similar signal to established MRI measures. However, BAG offers unique benefits in simplicity of data processing and interpretation. Thus, results in this unique ADAD cohort with few age-related confounds suggest that brain aging attributable to AD neuropathology can be accurately quantified from minimally-processed MRI.
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Affiliation(s)
- Peter R Millar
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA.
| | - Brian A Gordon
- Mallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Julie K Wisch
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
| | - Stephanie A Schultz
- Department of Neurology, Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Tammie Ls Benzinger
- Mallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Carlos Cruchaga
- Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA
| | - Jason J Hassenstab
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
| | - Laura Ibanez
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
- Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA
- NeuroGenomics & Informatics Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Celeste Karch
- Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA
| | | | - John C Morris
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
| | - Richard J Perrin
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
- Department of Pathology & Immunology, Washington University in St. Louis, St. Louis, MO, USA
| | | | - Chengjie Xiong
- Department of Biostatistics, Washington University in St. Louis, St. Louis, MO, USA
| | | | - Sarah B Berman
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jasmeer P Chhatwal
- Department of Neurology, Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | | | - Gregory S Day
- Department of Neurology, Mayo Clinic, Jacksonville, FL, USA
| | - Anna Hofmann
- German Center for Neurodegenerative Diseases (DZNE), 72076, Tübingen, Germany
- Department of Cellular Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, 72076, Tübingen, Germany
| | - Takeshi Ikeuchi
- Department of Molecular Genetics, Brain Research Institute, Niigata University, Niigata, Japan
| | - Mathias Jucker
- German Center for Neurodegenerative Diseases (DZNE), 72076, Tübingen, Germany
- Department of Cellular Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, 72076, Tübingen, Germany
| | - Jae-Hong Lee
- Department of Neurology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Johannes Levin
- Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany
- German Center for Neurodegenerative Diseases, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | | | - Yoshiki Niimi
- Unit for Early and Exploratory Clinical Development, The University of Tokyo Hospital, Bunkyo-Ku, Tokyo, Japan
| | - Victor J Sánchez-González
- Departamento de Clínicas, CUALTOS, Universidad de Guadalajara, Tepatitlán de Morelos, Jalisco, México
| | - Peter R Schofield
- Neuroscience Research Australia, Sydney, NSW, Australia
- School of Biomedical Sciences, University of New South Wales, Sydney, NSW, Australia
| | - Ana Luisa Sosa-Ortiz
- Instituto Nacional de Neurologia y Neurocirugía MVS, CDMX, Ciudad de México, Mexico
| | - Jonathan Vöglein
- Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany
- German Center for Neurodegenerative Diseases, Munich, Germany
| | - Randall J Bateman
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
| | - Beau M Ances
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
- Mallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Eric M McDade
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
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Xu Y, Aung HL, Bateman RJ, Brooks WS, Chhatwal J, Day GS, Fagan AM, Farlow MR, Gordon B, Kehoe PG, Levin J, Mori H, Morris JC, Wharton W, Humburg P, Schofield PR, Peters R. Higher systolic blood pressure in early-mid adulthood is associated with poorer cognitive performance in those with a dominantly inherited Alzheimer's disease mutation but not in non-carriers. Results from the DIAN study. Alzheimers Dement 2023; 19:4999-5009. [PMID: 37087693 DOI: 10.1002/alz.13082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 03/15/2023] [Accepted: 03/15/2023] [Indexed: 04/24/2023]
Abstract
BACKGROUND The Dominantly Inherited Alzheimer Network (DIAN) is a longitudinal observational study that collects data on cognition, blood pressure (BP), and other variables from autosomal-dominant Alzheimer's disease mutation carriers (MCs) and non-carrier (NC) family members in early to mid-adulthood, providing a unique opportunity to evaluate BP and cognition relationships in these populations. METHOD We examined cross-sectional and longitudinal relationships between systolic and diastolic BP and cognition in DIAN MC and NC. RESULTS Data were available from 528 participants, who had a mean age of 38 (SD = 11) and were 42% male and 61% MCs, at a median follow-up of 2 years. Linear-multilevel models found only cross-sectional associations in the MC group between higher systolic BP and poorer performance on language (β = -0.181 [-0.318, -0.044]), episodic memory (-0.212 [-0.375, -0.049]), and a composite cognitive measure (-0.146 [-0.276, -0.015]). In NCs, the relationship was cross-sectional only and present for language alone. DISCUSSION Higher systolic BP was cross-sectionally but not longitudinally associated with poorer cognition, particularly in MCs. BP may influence cognition gradually, but further longitudinal research is needed.
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Affiliation(s)
- Ying Xu
- Neuroscience Research Australia, Sydney, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
| | - Htein Linn Aung
- Neuroscience Research Australia, Sydney, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
| | | | - William S Brooks
- Neuroscience Research Australia, Sydney, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
| | | | | | | | | | | | | | - Johannes Levin
- Ludwig-Maximilians-Universität München, Munich, Germany
- German Center for Neurodegenerative Diseases, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Hiroshi Mori
- Osaka Metropolitan University, Osaka, Japan
- Nagaoka Sutoku University, Nagaoka, Japan
| | | | | | - Peter Humburg
- Neuroscience Research Australia, Sydney, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
| | - Peter R Schofield
- Neuroscience Research Australia, Sydney, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
| | - Ruth Peters
- Neuroscience Research Australia, Sydney, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
- Imperial College London, London, UK
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Llibre-Guerra JJ, Iaccarino L, Coble D, Edwards L, Li Y, McDade E, Strom A, Gordon B, Mundada N, Schindler SE, Tsoy E, Ma Y, Lu R, Fagan AM, Benzinger TLS, Soleimani-Meigooni D, Aschenbrenner AJ, Miller Z, Wang G, Kramer JH, Hassenstab J, Rosen HJ, Morris JC, Miller BL, Xiong C, Perrin RJ, Allegri R, Chrem P, Surace E, Berman SB, Chhatwal J, Masters CL, Farlow MR, Jucker M, Levin J, Fox NC, Day G, Gorno-Tempini ML, Boxer AL, La Joie R, Rabinovici GD, Bateman R. Longitudinal clinical, cognitive and biomarker profiles in dominantly inherited versus sporadic early-onset Alzheimer's disease. Brain Commun 2023; 5:fcad280. [PMID: 37942088 PMCID: PMC10629466 DOI: 10.1093/braincomms/fcad280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 10/02/2023] [Accepted: 10/17/2023] [Indexed: 11/10/2023] Open
Abstract
Approximately 5% of Alzheimer's disease cases have an early age at onset (<65 years), with 5-10% of these cases attributed to dominantly inherited mutations and the remainder considered as sporadic. The extent to which dominantly inherited and sporadic early-onset Alzheimer's disease overlap is unknown. In this study, we explored the clinical, cognitive and biomarker profiles of early-onset Alzheimer's disease, focusing on commonalities and distinctions between dominantly inherited and sporadic cases. Our analysis included 117 participants with dominantly inherited Alzheimer's disease enrolled in the Dominantly Inherited Alzheimer Network and 118 individuals with sporadic early-onset Alzheimer's disease enrolled at the University of California San Francisco Alzheimer's Disease Research Center. Baseline differences in clinical and biomarker profiles between both groups were compared using t-tests. Differences in the rates of decline were compared using linear mixed-effects models. Individuals with dominantly inherited Alzheimer's disease exhibited an earlier age-at-symptom onset compared with the sporadic group [43.4 (SD ± 8.5) years versus 54.8 (SD ± 5.0) years, respectively, P < 0.001]. Sporadic cases showed a higher frequency of atypical clinical presentations relative to dominantly inherited (56.8% versus 8.5%, respectively) and a higher frequency of APOE-ε4 (50.0% versus 28.2%, P = 0.001). Compared with sporadic early onset, motor manifestations were higher in the dominantly inherited cohort [32.5% versus 16.9% at baseline (P = 0.006) and 46.1% versus 25.4% at last visit (P = 0.001)]. At baseline, the sporadic early-onset group performed worse on category fluency (P < 0.001), Trail Making Test Part B (P < 0.001) and digit span (P < 0.001). Longitudinally, both groups demonstrated similar rates of cognitive and functional decline in the early stages. After 10 years from symptom onset, dominantly inherited participants experienced a greater decline as measured by Clinical Dementia Rating Sum of Boxes [3.63 versus 1.82 points (P = 0.035)]. CSF amyloid beta-42 levels were comparable [244 (SD ± 39.3) pg/ml dominantly inherited versus 296 (SD ± 24.8) pg/ml sporadic early onset, P = 0.06]. CSF phosphorylated tau at threonine 181 levels were higher in the dominantly inherited Alzheimer's disease cohort (87.3 versus 59.7 pg/ml, P = 0.005), but no significant differences were found for t-tau levels (P = 0.35). In summary, sporadic and inherited Alzheimer's disease differed in baseline profiles; sporadic early onset is best distinguished from dominantly inherited by later age at onset, high frequency of atypical clinical presentations and worse executive performance at baseline. Despite these differences, shared pathways in longitudinal clinical decline and CSF biomarkers suggest potential common therapeutic targets for both populations, offering valuable insights for future research and clinical trial design.
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Affiliation(s)
| | - Leonardo Iaccarino
- Department of Neurology, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Dean Coble
- Division of Biostatistics, Washington University in St Louis, St Louis, MO 63108, USA
| | - Lauren Edwards
- Department of Neurology, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Yan Li
- Division of Biostatistics, Washington University in St Louis, St Louis, MO 63108, USA
| | - Eric McDade
- Department of Neurology, Washington University in St Louis, St Louis, MO 63108, USA
| | - Amelia Strom
- Department of Neurology, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Brian Gordon
- Malinckrodt Institute of Radiology, Washington University in St Louis, St Louis, MO 63108, USA
| | - Nidhi Mundada
- Department of Neurology, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Suzanne E Schindler
- Department of Neurology, Washington University in St Louis, St Louis, MO 63108, USA
| | - Elena Tsoy
- Department of Neurology, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Yinjiao Ma
- Division of Biostatistics, Washington University in St Louis, St Louis, MO 63108, USA
| | - Ruijin Lu
- Division of Biostatistics, Washington University in St Louis, St Louis, MO 63108, USA
| | - Anne M Fagan
- Department of Neurology, Washington University in St Louis, St Louis, MO 63108, USA
| | - Tammie L S Benzinger
- Malinckrodt Institute of Radiology, Washington University in St Louis, St Louis, MO 63108, USA
| | - David Soleimani-Meigooni
- Department of Neurology, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | | | - Zachary Miller
- Department of Neurology, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Guoqiao Wang
- Division of Biostatistics, Washington University in St Louis, St Louis, MO 63108, USA
| | - Joel H Kramer
- Department of Neurology, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Jason Hassenstab
- Department of Neurology, Washington University in St Louis, St Louis, MO 63108, USA
| | - Howard J Rosen
- Department of Neurology, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - John C Morris
- Department of Neurology, Washington University in St Louis, St Louis, MO 63108, USA
| | - Bruce L Miller
- Department of Neurology, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Chengjie Xiong
- Division of Biostatistics, Washington University in St Louis, St Louis, MO 63108, USA
| | - Richard J Perrin
- Department of Neurology, Washington University in St Louis, St Louis, MO 63108, USA
- Department of Pathology and Immunology, Washington University in St Louis, St. Louis, MO 63108, USA
| | - Ricardo Allegri
- Department of Cognitive Neurology, Institute for Neurological Research Fleni, Buenos Aires, Argentina
| | - Patricio Chrem
- Department of Cognitive Neurology, Institute for Neurological Research Fleni, Buenos Aires, Argentina
| | - Ezequiel Surace
- Department of Cognitive Neurology, Institute for Neurological Research Fleni, Buenos Aires, Argentina
| | - Sarah B Berman
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Jasmeer Chhatwal
- Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Colin L Masters
- Florey Institute, The University of Melbourne, Melbourne 3052, Australia
| | - Martin R Farlow
- Neuroscience Center, Indiana University School of Medicine at Indianapolis, IN 46202, USA
| | - Mathias Jucker
- DZNE-German Center for Neurodegenerative Diseases, Tübingen 72076, Germany
- Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen 72076, Germany
| | - Johannes Levin
- Department of Neurology, Ludwig-Maximilians-University, Munich 80539, Germany
- German Center for Neurodegenerative Diseases, Munich 81377, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich 81377, Germany
| | - Nick C Fox
- Dementia Research Centre, Department of Neurodegenerative Disease, University College London Institute of Neurology, London WC1N 3BG, UK
| | - Gregory Day
- Department of Neurology, Mayo Clinic Florida, Jacksonville, FL 33224, USA
| | - Maria Luisa Gorno-Tempini
- Department of Neurology, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Adam L Boxer
- Department of Neurology, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Renaud La Joie
- Department of Neurology, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Gil D Rabinovici
- Department of Neurology, UCSF Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA 94158, USA
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Randall Bateman
- Department of Neurology, Washington University in St Louis, St Louis, MO 63108, USA
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7
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Chatterjee P, Vermunt L, Gordon BA, Pedrini S, Boonkamp L, Armstrong NJ, Xiong C, Singh AK, Li Y, Sohrabi HR, Taddei K, Molloy MP, Benzinger TL, Morris JC, Karch CM, Berman SB, Chhatwal J, Cruchaga C, Graff-Radford NR, Day GS, Farlow M, Fox NC, Goate AM, Hassenstab J, Lee JH, Levin J, McDade E, Mori H, Perrin RJ, Sanchez-Valle R, Schofield PR, Levey A, Jucker M, Masters CL, Fagan AM, Bateman RJ, Martins RN, Teunissen CE. Plasma glial fibrillary acidic protein in autosomal dominant Alzheimer's disease: Associations with Aβ-PET, neurodegeneration, and cognition. Alzheimers Dement 2023; 19:2790-2804. [PMID: 36576155 PMCID: PMC10300233 DOI: 10.1002/alz.12879] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 09/22/2022] [Accepted: 10/21/2022] [Indexed: 12/29/2022]
Abstract
BACKGROUND Glial fibrillary acidic protein (GFAP) is a promising candidate blood-based biomarker for Alzheimer's disease (AD) diagnosis and prognostication. The timing of its disease-associated changes, its clinical correlates, and biofluid-type dependency will influence its clinical utility. METHODS We evaluated plasma, serum, and cerebrospinal fluid (CSF) GFAP in families with autosomal dominant AD (ADAD), leveraging the predictable age at symptom onset to determine changes by stage of disease. RESULTS Plasma GFAP elevations appear a decade before expected symptom onset, after amyloid beta (Aβ) accumulation and prior to neurodegeneration and cognitive decline. Plasma GFAP distinguished Aβ-positive from Aβ-negative ADAD participants and showed a stronger relationship with Aβ load in asymptomatic than symptomatic ADAD. Higher plasma GFAP was associated with the degree and rate of neurodegeneration and cognitive impairment. Serum GFAP showed similar relationships, but these were less pronounced for CSF GFAP. CONCLUSION Our findings support a role for plasma GFAP as a clinical biomarker of Aβ-related astrocyte reactivity that is associated with cognitive decline and neurodegeneration. HIGHLIGHTS Plasma glial fibrillary acidic protein (GFAP) elevations appear a decade before expected symptom onset in autosomal dominant Alzheimer's disease (ADAD). Plasma GFAP was associated to amyloid positivity in asymptomatic ADAD. Plasma GFAP increased with clinical severity and predicted disease progression. Plasma and serum GFAP carried similar information in ADAD, while cerebrospinal fluid GFAP did not.
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Affiliation(s)
- Pratishtha Chatterjee
- Macquarie Medical School, Macquarie University, North Ryde, NSW 2019, Australia; School of Medical Sciences, Edith Cowan University, Sarich Neuroscience Research Institute, Nedlands, WA 6009, Australia
| | - Lisa Vermunt
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, programme Neurodegeneration, Amsterdam University Medical Centers, Vrije Universiteit, Amsterdam, The Netherlands
| | - Brian A. Gordon
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Steve Pedrini
- School of Medical Sciences, Edith Cowan University, Sarich Neuroscience Research Institute, Nedlands, WA 6009, Australia
| | - Lynn Boonkamp
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, programme Neurodegeneration, Amsterdam University Medical Centers, Vrije Universiteit, Amsterdam, The Netherlands
| | - Nicola J. Armstrong
- Department of Mathematics & Statistics, Curtin University, Bentley, WA, Australia
| | - Chengjie Xiong
- Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA; Hope Center for Neurological Disorders, Washington University School of Medicine, St. Louis, MO, USA; Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO, USA
| | - Abhay K. Singh
- Macquarie Business School, Macquarie University, North Ryde, NSW, Australia
| | - Yan Li
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA; Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO, USA
| | - Hamid R. Sohrabi
- Department of Biomedical Sciences, Macquarie University, North Ryde, NSW 2019, Australia; School of Medical Sciences, Edith Cowan University, Sarich Neuroscience Research Institute, Nedlands, WA 6009, Australia; School of Psychiatry and Clinical Neurosciences, University of Western Australia, Crawley, WA, Australia; Australian Alzheimer’s Research Foundation, Nedlands, WA, Australia; Centre for Healthy Ageing, Health Future Institute, Murdoch University, Murdoch, WA, Australia
| | - Kevin Taddei
- School of Medical Sciences, Edith Cowan University, Sarich Neuroscience Research Institute, Nedlands, WA 6009, Australia; Australian Alzheimer’s Research Foundation, Nedlands, WA, Australia
| | - Mark P. Molloy
- Bowel Cancer and Biomarker Laboratory, Kolling Institute, The University of Sydney, St Leonards, NSW, Australia; Australian Proteome Analysis Facility, Macquarie University, North Ryde, NSW, Australia
| | - Tammie L.S. Benzinger
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, USA
| | - John C. Morris
- Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA; Hope Center for Neurological Disorders, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Celeste M. Karch
- Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO, USA
| | - Sarah B. Berman
- University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Jasmeer Chhatwal
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Carlos Cruchaga
- Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA; Hope Center for Neurological Disorders, Washington University School of Medicine, St. Louis, MO, USA; Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | | | - Gregory S Day
- Department of Neurology, Mayo Clinic Jacksonville, Jacksonville, FL, USA
| | - Martin Farlow
- Department of Neurology, Indiana University, Indianapolis, IN, USA
| | - Nick C. Fox
- Dementia Research Centre, Queen Square Institute of Neurology, University College London, London, UK
| | - Alison M. Goate
- Department of Genetics & Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jason Hassenstab
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Jae-Hong Lee
- Department of Neurology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul05505, Republic of Korea
| | - Johannes Levin
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany; Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany; Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Eric McDade
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Hiroshi Mori
- Osaka Metropolitan University, Nagaoka Sutoku University, Osaka, Japan
| | - Richard J. Perrin
- Department of Pathology and Immunology, Washington University School of Medicine, Saint Louis, MO, USA; Dominantly Inherited Alzheimer Network, Washington University School of Medicine, St. Louis, MO, USA; Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA; Hope Center for Neurological Disorders, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Raquel Sanchez-Valle
- Alzheimer’s Disease and other Cognitive Disorders Unit, Neurology Service, Hospital Clinic, Barcelona, Spain
| | - Peter R. Schofield
- Neuroscience Research Australia, Sydney, New South Wales, Australia; School of Medical Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Allan Levey
- Department of Neurology, Emory University, Atlanta, GA, USA
| | - Mathias Jucker
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany. Department of Cellular Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Colin L. Masters
- The Florey Institute of Neuroscience and Mental Health, Melbourne, Victoria, Australia; University of Melbourne, Melbourne, Victoria, Australia
| | - Anne M. Fagan
- Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA; Hope Center for Neurological Disorders, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Randall J. Bateman
- Dominantly Inherited Alzheimer Network, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Ralph N. Martins
- Macquarie Medical School, Macquarie University, North Ryde, NSW 2019, Australia; School of Medical Sciences, Edith Cowan University, Sarich Neuroscience Research Institute, Nedlands, WA 6009, Australia; The Cooperative Research Centre for Mental Health, Carlton South, Australia; KaRa Institute of Neurological Disease, Sydney, Macquarie Park, Australia; Australian Alzheimer’s Research Foundation, Nedlands, WA, Australia
| | - Charlotte E. Teunissen
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, programme Neurodegeneration, Amsterdam University Medical Centers, Vrije Universiteit, Amsterdam, The Netherlands
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8
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Giorgio J, Tanna A, Malpetti M, White SR, Wang J, Baker S, Landau S, Tanaka T, Chen C, Rowe JB, O'Brien J, Fripp J, Breakspear M, Jagust W, Kourtzi Z. A robust harmonization approach for cognitive data from multiple aging and dementia cohorts. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2023; 15:e12453. [PMID: 37502020 PMCID: PMC10369372 DOI: 10.1002/dad2.12453] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 05/19/2023] [Accepted: 05/23/2023] [Indexed: 07/29/2023]
Abstract
INTRODUCTION Although many cognitive measures have been developed to assess cognitive decline due to Alzheimer's disease (AD), there is little consensus on optimal measures, leading to varied assessments across research cohorts and clinical trials making it difficult to pool cognitive measures across studies. METHODS We used a two-stage approach to harmonize cognitive data across cohorts and derive a cross-cohort score of cognitive impairment due to AD. First, we pool and harmonize cognitive data from international cohorts of varying size and ethnic diversity. Next, we derived cognitive composites that leverage maximal data from the harmonized dataset. RESULTS We show that our cognitive composites are robust across cohorts and achieve greater or comparable sensitivity to AD-related cognitive decline compared to the Mini-Mental State Examination and Preclinical Alzheimer Cognitive Composite. Finally, we used an independent cohort validating both our harmonization approach and composite measures. DISCUSSION Our easy to implement and readily available pipeline offers an approach for researchers to harmonize their cognitive data with large publicly available cohorts, providing a simple way to pool data for the development or validation of findings related to cognitive decline due to AD.
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Affiliation(s)
- Joseph Giorgio
- Helen Wills Neuroscience InstituteUniversity of California BerkeleyBerkeleyCaliforniaUSA
- School of Psychological SciencesCollege of Engineering, Science and the EnvironmentUniversity of NewcastleNewcastleNew South WalesAustralia
| | - Ankeet Tanna
- Department of PsychologyUniversity of CambridgeCambridgeUK
| | - Maura Malpetti
- Department of Clinical NeurosciencesUniversity of CambridgeCambridgeUK
| | - Simon R. White
- Department of PsychiatryUniversity of CambridgeCambridgeUK
- MRC Biostatistics UnitUniversity of CambridgeshireCambridgeUK
| | - Jingshen Wang
- Division of BiostatisticsUniversity of California BerkeleyBerkeleyCaliforniaUSA
| | - Suzanne Baker
- Molecular Biophysics & Integrated BioimagingLawrence Berkeley National LaboratoryBerkeleyCaliforniaUSA
| | - Susan Landau
- Helen Wills Neuroscience InstituteUniversity of California BerkeleyBerkeleyCaliforniaUSA
| | - Tomotaka Tanaka
- Department of PharmacologyYong Loo Lin School of MedicineNational University of SingaporeKent RidgeSingapore
| | - Christopher Chen
- Department of PharmacologyYong Loo Lin School of MedicineNational University of SingaporeKent RidgeSingapore
| | - James B. Rowe
- Department of Clinical NeurosciencesUniversity of CambridgeCambridgeUK
- Cambridge University Hospitals NHS Foundation TrustCambridgeUK
| | - John O'Brien
- Department of PsychiatryUniversity of CambridgeCambridgeUK
- Cambridge University Hospitals NHS Foundation TrustCambridgeUK
| | - Jurgen Fripp
- The Australian eHealth Research CentreCSIRO Health and BiosecurityBrisbaneQueenslandAustralia
| | - Michael Breakspear
- School of Psychological SciencesCollege of Engineering, Science and the EnvironmentUniversity of NewcastleNewcastleNew South WalesAustralia
| | - William Jagust
- Helen Wills Neuroscience InstituteUniversity of California BerkeleyBerkeleyCaliforniaUSA
- Molecular Biophysics & Integrated BioimagingLawrence Berkeley National LaboratoryBerkeleyCaliforniaUSA
| | - Zoe Kourtzi
- Department of PsychologyUniversity of CambridgeCambridgeUK
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9
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Horie K, Li Y, Barthélemy NR, Gordon BA, Hassenstab J, Benzinger TL, Fagan AM, Morris JC, Karch CM, Xiong C, Allegri R, Mendez PC, Ikeuchi T, Kasuga K, Noble J, Farlow M, Chhatwal J, Day GS, Schofield PR, Masters CL, Levin J, Jucker M, Lee JH, Hoon Roh J, Sato C, Sachdev P, Koyama A, Reyderman L, Bateman RJ, McDade E. Change in Cerebrospinal Fluid Tau Microtubule Binding Region Detects Symptom Onset, Cognitive Decline, Tangles, and Atrophy in Dominantly Inherited Alzheimer's Disease. Ann Neurol 2023; 93:1158-1172. [PMID: 36843330 PMCID: PMC10238659 DOI: 10.1002/ana.26620] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 02/14/2023] [Accepted: 02/16/2023] [Indexed: 02/28/2023]
Abstract
OBJECTIVE Identifying cerebrospinal fluid measures of the microtubule binding region of tau (MTBR-tau) species that reflect tau aggregation could provide fluid biomarkers that track Alzheimer's disease related neurofibrillary tau pathological changes. We examined the cerebrospinal fluid (CSF) MTBR-tau species in dominantly inherited Alzheimer's disease (DIAD) mutation carriers to assess the association with Alzheimer's disease (AD) biomarkers and clinical symptoms. METHODS Cross-sectional and longitudinal CSF from 229 DIAD mutation carriers and 130 mutation non-carriers had sequential characterization of N-terminal/mid-domain phosphorylated tau (p-tau) followed by MTBR-tau species and tau positron emission tomography (tau PET), other soluble tau and amyloid biomarkers, comprehensive clinical and cognitive assessments, and brain magnetic resonance imaging of atrophy. RESULTS CSF MTBR-tau species located within the putative "border" region and one species corresponding to the "core" region of aggregates in neurofibrillary tangles (NFTs) increased during the presymptomatic stage and decreased during the symptomatic stage. The "border" MTBR-tau species were associated with amyloid pathology and CSF p-tau; whereas the "core" MTBR-tau species were associated stronger with tau PET and CSF measures of neurodegeneration. The ratio of the border to the core species provided a continuous measure of increasing amounts that tracked clinical progression and NFTs. INTERPRETATION Changes in CSF soluble MTBR-tau species preceded the onset of dementia, tau tangle increase, and atrophy in DIAD. The ratio of 4R-specific MTBR-tau (border) to the NFT (core) MTBR-tau species corresponds to the pathology of NFTs in DIAD and change with disease progression. The dynamics between different MTBR-tau species in the CSF may serve as a marker of tau-related disease progression and target engagement of anti-tau therapeutics. ANN NEUROL 2023;93:1158-1172.
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Affiliation(s)
- Kanta Horie
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
- Eisai Inc., Nutley, NJ, 07110, USA
- The Tracy Family SILQ Center, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Yan Li
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Nicolas R. Barthélemy
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
- The Tracy Family SILQ Center, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Brian A. Gordon
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Jason Hassenstab
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Tammie. L.S. Benzinger
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Anne M. Fagan
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - John C. Morris
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Celeste M. Karch
- Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Chengjie Xiong
- Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Ricardo Allegri
- Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina
| | - Patricio Chrem Mendez
- Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina
| | | | | | - James Noble
- Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, G.H. Sergievsky Center, Department of Neurology, Columbia University Irving Medical Center, New York, NY 10032 USA
| | - Martin Farlow
- Department of Neurology, Indiana University, Indianapolis, IN 46202, USA
| | - Jasmeer Chhatwal
- Massachusetts General Hospital, Harvard Medical School Boston, MA 02114, USA
| | - Gregory S. Day
- Department of Neurology, Mayo Clinic in Florida, Jacksonville, FL 32224, USA
| | - Peter R. Schofield
- Neuroscience Research Australia, Sydney, 2031 NSW, Australia
- School of Biomedical Sciences, University of New South Wales, Sydney, 2052 NSW, Australia
| | - Colin L. Masters
- The Florey Institute and the University of Melbourne, Parkville, Victoria 3010, Australia
| | - Johannes Levin
- German Center for Neurodegenerative Diseases (DZNE) Munich, Marchioninistr 15, D-83177 Munchen, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
- Department of Neurology, Ludwig-Maximilians Universität München, Marchioninistr 15, 83177 Munich, Germany
| | - Mathias Jucker
- German Center for Neurodegenerative Diseases (DZNE) Tübingen; and Hertie-Institute for Clinical Brain Research, University of Tübingen, D-72076 Tübingen, Germany
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, Seoul 05505, Korea
| | - Jee Hoon Roh
- Departments of Biomedical Sciences, Physiology, and Neurology, Korea University College of Medicine, Seoul 02841, Korea
| | - Chihiro Sato
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
- The Tracy Family SILQ Center, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | | | | | | | - Randall J. Bateman
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
- The Tracy Family SILQ Center, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Eric McDade
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, 63110, USA
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10
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Almkvist O, Nordberg A. A biomarker-validated time scale in years of disease progression has identified early- and late-onset subgroups in sporadic Alzheimer's disease. Alzheimers Res Ther 2023; 15:89. [PMID: 37131241 PMCID: PMC10152764 DOI: 10.1186/s13195-023-01231-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 04/14/2023] [Indexed: 05/04/2023]
Abstract
BACKGROUND It is possible to calculate the number of years to the expected clinical onset (YECO) of autosomal-dominant Alzheimer's disease (adAD). A similar time scale is lacking for sporadic Alzheimer's disease (sAD). The purpose was to design and validate a time scale in YECO for patients with sAD in relation to CSF and PET biomarkers. METHODS Patients diagnosed with Alzheimer's disease (AD, n = 48) or mild cognitive impairment (MCI, n = 46) participated in the study. They underwent a standardized clinical examination at the Memory clinic, Karolinska University Hospital, Stockholm, Sweden, which included present and previous medical history, laboratory screening, cognitive assessment, CSF biomarkers (Aβ42, total-tau, and p-tau), and an MRI of the brain. They were also assessed with two PET tracers, 11C-Pittsburgh compound B and 18F-fluorodeoxyglucose. Assuming concordance of cognitive decline in sAD and adAD, YECO for these patients was calculated using equations for the relationship between cognitive performance, YECO, and years of education in adAD (Almkvist et al. J Int Neuropsychol Soc 23:195-203, 2017). RESULTS The mean current point of disease progression was 3.2 years after the estimated clinical onset in patients with sAD and 3.4 years prior to the estimated clinical onset in patients with MCI, as indicated by the median YECO from five cognitive tests. The associations between YECO and biomarkers were significant, while those between chronological age and biomarkers were nonsignificant. The estimated disease onset (chronological age minus YECO) followed a bimodal distribution with frequency maxima before (early-onset) and after (late-onset) 65 years of age. The early- and late-onset subgroups differed significantly in biomarkers and cognition, but after control for YECO, this difference disappeared for all except the APOE e4 gene (more frequent in early- than in late-onset). CONCLUSIONS A novel time scale in years of disease progression based on cognition was designed and validated in patients with AD using CSF and PET biomarkers. Two early- and late-disease onset subgroups were identified differing with respect to APOE e4.
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Affiliation(s)
- Ove Almkvist
- Division of Clinical Geriatrics, Department of Neurobiology Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.
- Theme Inflammation and Aging, Karolinska University Hospital, Stockholm, Sweden.
- Department of Psychology, Stockholm University, Stockholm, Sweden.
| | - Agneta Nordberg
- Division of Clinical Geriatrics, Department of Neurobiology Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
- Theme Inflammation and Aging, Karolinska University Hospital, Stockholm, Sweden
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11
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Vöglein J, Franzmeier N, Morris JC, Dieterich M, McDade E, Simons M, Preische O, Hofmann A, Hassenstab J, Benzinger TL, Fagan A, Noble JM, Berman SB, Graff-Radford NR, Ghetti B, Farlow MR, Chhatwal JP, Salloway S, Xiong C, Karch CM, Cairns N, Perrin RJ, Day G, Martins R, Sanchez-Valle R, Mori H, Shimada H, Ikeuchi T, Suzuki K, Schofield PR, Masters CL, Goate A, Buckles V, Fox NC, Chrem P, Allegri R, Ringman JM, Yakushev I, Laske C, Jucker M, Höglinger G, Bateman RJ, Danek A, Levin J. Pattern and implications of neurological examination findings in autosomal dominant Alzheimer disease. Alzheimers Dement 2023; 19:632-645. [PMID: 35609137 PMCID: PMC9684350 DOI: 10.1002/alz.12684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 03/21/2022] [Accepted: 03/27/2022] [Indexed: 11/10/2022]
Abstract
INTRODUCTION As knowledge about neurological examination findings in autosomal dominant Alzheimer disease (ADAD) is incomplete, we aimed to determine the frequency and significance of neurological examination findings in ADAD. METHODS Frequencies of neurological examination findings were compared between symptomatic mutation carriers and non mutation carriers from the Dominantly Inherited Alzheimer Network (DIAN) to define AD neurological examination findings. AD neurological examination findings were analyzed regarding frequency, association with and predictive value regarding cognitive decline, and association with brain atrophy in symptomatic mutation carriers. RESULTS AD neurological examination findings included abnormal deep tendon reflexes, gait disturbance, pathological cranial nerve examination findings, tremor, abnormal finger to nose and heel to shin testing, and compromised motor strength. The frequency of AD neurological examination findings was 65.1%. Cross-sectionally, mutation carriers with AD neurological examination findings showed a more than two-fold faster cognitive decline and had greater parieto-temporal atrophy, including hippocampal atrophy. Longitudinally, AD neurological examination findings predicted a significantly greater decline over time. DISCUSSION ADAD features a distinct pattern of neurological examination findings that is useful to estimate prognosis and may inform clinical care and therapeutic trial designs.
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Affiliation(s)
- Jonathan Vöglein
- Department of Neurology, Ludwig-Maximilians-Universität München, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Nicolai Franzmeier
- Institute for Stroke and Dementia Research, Ludwig-Maximilians-Universität München, Germany
| | - John C. Morris
- Washington University School of Medicine, 660 South Euclid, Saint Louis, MO 63110, USA
| | - Marianne Dieterich
- Department of Neurology, Ludwig-Maximilians-Universität München, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
- German Center for Vertigo and Balance Disorders, Ludwig-Maximilians-Universität München, Germany
| | - Eric McDade
- Washington University School of Medicine, 660 South Euclid, Saint Louis, MO 63110, USA
| | - Mikael Simons
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Oliver Preische
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Hertie Institute for Clinical Brain Research, University of Tübingen, Germany
| | - Anna Hofmann
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Hertie Institute for Clinical Brain Research, University of Tübingen, Germany
| | - Jason Hassenstab
- Washington University School of Medicine, 660 South Euclid, Saint Louis, MO 63110, USA
| | - Tammie L. Benzinger
- Washington University School of Medicine, 660 South Euclid, Saint Louis, MO 63110, USA
| | - Anne Fagan
- Washington University School of Medicine, 660 South Euclid, Saint Louis, MO 63110, USA
| | - James M. Noble
- Department of Neurology, Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, and Gertrude H. Sergievsky Center, Columbia University Irving Medical Center, 710 West 168 Street Box 176, New York, NY 10032, USA
| | - Sarah B. Berman
- University of Pittsburgh, 3471 Fifth Ave #900, Pittsburgh, PA 15213, USA
| | | | | | - Martin R. Farlow
- Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Jasmeer P. Chhatwal
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Stephen Salloway
- Butler Hospital, 345 Blackstone Boulevard, Providence, RI 02906, USA
| | - Chengjie Xiong
- Division of Biostatistics, Washington University School of Medicine, 660 South Euclid, Saint Louis, MO 63110, USA
| | - Celeste M. Karch
- Washington University School of Medicine, 660 South Euclid, Saint Louis, MO 63110, USA
| | - Nigel Cairns
- Washington University School of Medicine, 660 South Euclid, Saint Louis, MO 63110, USA
- Medical School and Living Systems Institute, University of Exeter, Stocker Road, Exeter, EX4 4QD, United Kingdom
| | - Richard J. Perrin
- Washington University School of Medicine, 660 South Euclid, Saint Louis, MO 63110, USA
| | - Gregory Day
- Department of Neurology, Mayo Clinic, Jacksonville, FL, USA
| | - Ralph Martins
- Edith Cowan University, 270 Joondalup Drive, Joondalup WA 6027, Australia
| | - Raquel Sanchez-Valle
- Alzheimer’s disease and other cognitive disorders group. Service of Neurology, Hospital Clinic de Barcelona, IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Hiroshi Mori
- Osaka City University Medical School, Asahimachi, Abenoku, Osaka 545-8585, Japan
| | - Hiroyuki Shimada
- Osaka City University Medical School, Asahimachi, Abenoku, Osaka 545-8585, Japan
| | - Takeshi Ikeuchi
- Brain Research Institute, Niigata University, 1-757 Asahimachi, Niigata 951-8585, Japan
| | | | - Peter R. Schofield
- Neuroscience Research Australia, Sydney 2031 Australia
- School of Medical Sciences, University of New South Wales, Sydney 2052 Australia
| | - Colin L. Masters
- Florey Institute, University of Melbourne, Level 5, Kenneth Myer Building, 30 Royal Parade, Parkville, Victoria, 3010, Australia
| | - Alison Goate
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, 1425 Madison Ave, B1065, New York, NY 10029,USA
| | - Virginia Buckles
- Washington University School of Medicine, 660 South Euclid, Saint Louis, MO 63110, USA
| | - Nick C. Fox
- Dementia Research Centre, Institute of Neurology, University College London, Queen Square, London WC1 3BG United Kingdom
| | | | | | - John M. Ringman
- Keck School of Medicine of University of Southern California, Center for the Health Professionals, 1540 Alcazar Street, Suite 209F, Los Angeles, CA 90089, USA
| | - Igor Yakushev
- Department of Nuclear Medicine, Technical University of Munich, Munich, Germany
| | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, 72076 Tübingen, Germany
| | - Mathias Jucker
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Hertie Institute for Clinical Brain Research, University of Tübingen, Germany
| | - Günter Höglinger
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
- Department of Neurology, Medizinische Hochschule Hannover, Hannover, Germany
| | - Randall J. Bateman
- Washington University School of Medicine, 660 South Euclid, Saint Louis, MO 63110, USA
| | - Adrian Danek
- Department of Neurology, Ludwig-Maximilians-Universität München, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Johannes Levin
- Department of Neurology, Ludwig-Maximilians-Universität München, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
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12
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Buckles VD, Xiong C, Bateman RJ, Hassenstab J, Allegri R, Berman SB, Chhatwal JP, Danek A, Fagan AM, Ghetti B, Goate A, Graff-Radford N, Jucker M, Levin J, Marcus DS, Masters CL, McCue L, McDade E, Mori H, Moulder KL, Noble JM, Paumier K, Preische O, Ringman JM, Fox NC, Salloway S, Schofield PR, Martins R, Vöglein J, Morris JC. Different rates of cognitive decline in autosomal dominant and late-onset Alzheimer disease. Alzheimers Dement 2022; 18:1754-1764. [PMID: 34854530 PMCID: PMC9160203 DOI: 10.1002/alz.12505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 08/13/2021] [Accepted: 09/22/2021] [Indexed: 01/28/2023]
Abstract
As prevention trials advance with autosomal dominant Alzheimer disease (ADAD) participants, understanding the similarities and differences between ADAD and "sporadic" late-onset AD (LOAD) is critical to determine generalizability of findings between these cohorts. Cognitive trajectories of ADAD mutation carriers (MCs) and autopsy-confirmed LOAD individuals were compared to address this question. Longitudinal rates of change on cognitive measures were compared in ADAD MCs (n = 310) and autopsy-confirmed LOAD participants (n = 163) before and after symptom onset (estimated/observed). LOAD participants declined more rapidly in the presymptomatic (preclinical) period and performed more poorly at symptom onset than ADAD participants on a cognitive composite. After symptom onset, however, the younger ADAD MCs declined more rapidly. The similar but not identical cognitive trajectories (declining but at different rates) for ADAD and LOAD suggest common AD pathologies but with some differences.
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Affiliation(s)
- Virginia D. Buckles
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Chengjie Xiong
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Randall J. Bateman
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Jason Hassenstab
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Ricardo Allegri
- Institute for Neurological Research (FLENI), Buenos Aires, Argentina
| | - Sarah B. Berman
- Department of Neurology and Clinical and Translational Science, University of Pittsburgh, Pittsburgh, PA, 15213, USA
| | - Jasmeer P. Chhatwal
- Department of Neurology, Massachusetts General Hospital, Boston, MA, 02129, USA
| | - Adrian Danek
- Neurologische Klinik und Poliklinik, Klinikum der Universität München, Munich Germany
| | - Anne M Fagan
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Bernardino Ghetti
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Alison Goate
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Mathias Jucker
- DZNE Tuebingen & Hertie Institute for Clinical Brain Research, University of Tuebingen, Tuebingen, Germany
| | - Johannes Levin
- DZNE Munich, Munich Cluster of systems neurology (SyNergy) & Ludwig-Maximilians-Universität, Munich, Germany
| | - Daniel S Marcus
- Department of Radiology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | | | - Lena McCue
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Eric McDade
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Hiroshi Mori
- Department of Neuroscience, Osaka City University Medical School, Osaka City, Japan
| | - Krista L. Moulder
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - James M Noble
- Department of Neurology, Taub Institute for Research on Aging Brain, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Katrina Paumier
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Oliver Preische
- DZNE Tuebingen & University of Tuebingen, Tuebingen, Germany
| | - John M. Ringman
- Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Nick C Fox
- Department of Neurodegenerative Disease & UK Dementia Research Institute, Institute of Neurology, London, UK
| | - Stephen Salloway
- Department of Neurology, Butler Hospital & Alpert Medical School of Brown University, Providence, RI, 02906, USA
| | - Peter R. Schofield
- Neuroscience Research Australia & School of Medical Sciences, University of New South Wales, Sydney, Australia
| | - Ralph Martins
- Sir James McCusker Alzheimer’s Disease Research Unit, Edith Cowan University, Nedlands, Australia
| | - Jonathan Vöglein
- German Center for Neurodegenerative Diseases (DZNE) and Department of Neurology, Ludwig-Maximilians Universität München; Munich, Germany
| | - John C. Morris
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, 63110, USA
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13
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Aschenbrenner AJ, Hassenstab J, Wang G, Li Y, Xiong C, McDade E, Clifford DB, Salloway S, Farlow M, Yaari R, Cheng EYJ, Holdridge KC, Mummery CJ, Masters CL, Hsiung GY, Surti G, Day GS, Weintraub S, Honig LS, Galvin JE, Ringman JM, Brooks WS, Fox NC, Snyder PJ, Suzuki K, Shimada H, Gräber S, Bateman RJ. Avoid or Embrace? Practice Effects in Alzheimer's Disease Prevention Trials. Front Aging Neurosci 2022; 14:883131. [PMID: 35783127 PMCID: PMC9244171 DOI: 10.3389/fnagi.2022.883131] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 05/19/2022] [Indexed: 12/02/2022] Open
Abstract
Demonstrating a slowing in the rate of cognitive decline is a common outcome measure in clinical trials in Alzheimer's disease (AD). Selection of cognitive endpoints typically includes modeling candidate outcome measures in the many, richly phenotyped observational cohort studies available. An important part of choosing cognitive endpoints is a consideration of improvements in performance due to repeated cognitive testing (termed "practice effects"). As primary and secondary AD prevention trials are comprised predominantly of cognitively unimpaired participants, practice effects may be substantial and may have considerable impact on detecting cognitive change. The extent to which practice effects in AD prevention trials are similar to those from observational studies and how these potential differences impact trials is unknown. In the current study, we analyzed data from the recently completed DIAN-TU-001 clinical trial (TU) and the associated DIAN-Observational (OBS) study. Results indicated that asymptomatic mutation carriers in the TU exhibited persistent practice effects on several key outcomes spanning the entire trial duration. Critically, these practice related improvements were larger on certain tests in the TU relative to matched participants from the OBS study. Our results suggest that the magnitude of practice effects may not be captured by modeling potential endpoints in observational studies where assessments are typically less frequent and drug expectancy effects are absent. Using alternate instrument forms (represented in our study by computerized tasks) may partly mitigate practice effects in clinical trials but incorporating practice effects as outcomes may also be viable. Thus, investigators must carefully consider practice effects (either by minimizing them or modeling them directly) when designing cognitive endpoint AD prevention trials by utilizing trial data with similar assessment frequencies.
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Affiliation(s)
| | - Jason Hassenstab
- Washington University in St. Louis School of Medicine, St. Louis, MO, United States
| | - Guoqiao Wang
- Washington University in St. Louis School of Medicine, St. Louis, MO, United States
| | - Yan Li
- Washington University in St. Louis School of Medicine, St. Louis, MO, United States
| | - Chengjie Xiong
- Washington University in St. Louis School of Medicine, St. Louis, MO, United States
| | - Eric McDade
- Washington University in St. Louis School of Medicine, St. Louis, MO, United States
| | - David B. Clifford
- Washington University in St. Louis School of Medicine, St. Louis, MO, United States
| | - Stephen Salloway
- Warren Alpert Medical School of Brown University, Providence, RI, United States
| | - Martin Farlow
- Indiana University School of Medicine, Indianapolis, IN, United States
| | - Roy Yaari
- Eli Lilly and Company, Indianapolis, IN, United States
| | | | | | | | | | | | - Ghulam Surti
- The University of Rhode Island, Kingston, RI, United States
| | | | - Sandra Weintraub
- Feiniberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Lawrence S. Honig
- Columbia University Irving Medical Center, New York, NY, United States
| | - James E. Galvin
- Miller School of Medicine, University of Miami, Miami, FL, United States
| | - John M. Ringman
- University of Southern California, Los Angeles, CA, United States
| | - William S. Brooks
- Neuroscience Research Australia, University of New South Wales Medicine, Randwick, NSW, Australia
| | - Nick C. Fox
- Dementia Research Center, University College London, London, United Kingdom
| | | | | | | | - Susanne Gräber
- German Center for Neurodegenerative Disease (DZNE), Tübingen, Germany
| | - Randall J. Bateman
- Washington University in St. Louis School of Medicine, St. Louis, MO, United States
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14
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Strain JF, Barthelemy N, Horie K, Gordon BA, Kilgore C, Aschenbrenner A, Cruchaga C, Xiong C, Joseph-Mathurin N, Hassenstab J, Fagan AM, Li Y, Karch CM, Perrin RJ, Berman SB, Chhatwal JP, Graff-Radford NR, Mori H, Levin J, Noble JM, Allegri R, Schofield PR, Marcus DS, Holtzman DM, Morris JC, Benzinger TLS, McDade EM, Bateman RJ, Ances BM. CSF Tau phosphorylation at Thr205 is associated with loss of white matter integrity in autosomal dominant Alzheimer disease. Neurobiol Dis 2022; 168:105714. [PMID: 35358703 PMCID: PMC9701560 DOI: 10.1016/j.nbd.2022.105714] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Revised: 02/26/2022] [Accepted: 03/25/2022] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Hyperphosphorylation of tau leads to conformational changes that destabilize microtubules and hinder axonal transport in Alzheimer's disease (AD). However, it remains unknown whether white matter (WM) decline due to AD is associated with specific Tau phosphorylation site(s). METHODS In autosomal dominant AD (ADAD) mutation carriers (MC) and non-carriers (NC) we compared cerebrospinal fluid (CSF) phosphorylation at tau sites (pT217, pT181, pS202, and pT205) and total tau with WM measures, as derived from diffusion tensor imaging (DTI), and cognition. A WM composite metric, derived from a principal component analysis, was used to identify spatial decline seen in ADAD. RESULTS The WM composite explained over 70% of the variance in MC. WM regions that strongly contributed to the spatial topography were located in callosal and cingulate regions. Loss of integrity within the WM composite was strongly associated with AD progression in MC as defined by the estimated years to onset (EYO) and cognitive decline. A linear regression demonstrated that amyloid, gray matter atrophy and phosphorylation at CSF tau site pT205 each uniquely explained a reduction in the WM composite within MC that was independent of vascular changes (white matter hyperintensities), and age. Hyperphosphorylation of CSF tau at other sites and total tau did not significantly predict WM composite loss. CONCLUSIONS We identified a site-specific relationship between CSF phosphorylated tau and WM decline within MC. The presence of both amyloid deposition and Tau phosphorylation at pT205 were associated with WM composite loss. These findings highlight a primary AD-specific mechanism for WM dysfunction that is tightly coupled to symptom manifestation and cognitive decline.
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Affiliation(s)
- Jeremy F Strain
- Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Nicolas Barthelemy
- Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Kanta Horie
- Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Brian A Gordon
- Department of Neurology, Washington University, St. Louis, MO 63110, USA; Knight Alzheimer's Disease Research Center, Washington University, St. Louis, MO 63110, USA; Department of Psychological & Brain Sciences, Washington University, St. Louis, MO 63110, USA
| | - Collin Kilgore
- Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | | | - Carlos Cruchaga
- Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Chengjie Xiong
- Knight Alzheimer's Disease Research Center, Washington University, St. Louis, MO 63110, USA; Osaka City University School of Medicine Asahimachi, Abenoku, Osaka 545-8585, Japan
| | - Nelly Joseph-Mathurin
- Department of Radiology, Washington University, St. Louis, MO 63110, USA; Knight Alzheimer's Disease Research Center, Washington University, St. Louis, MO 63110, USA
| | - Jason Hassenstab
- Department of Neurology, Washington University, St. Louis, MO 63110, USA; Knight Alzheimer's Disease Research Center, Washington University, St. Louis, MO 63110, USA; Osaka City University School of Medicine Asahimachi, Abenoku, Osaka 545-8585, Japan
| | - Anne M Fagan
- Department of Neurology, Washington University, St. Louis, MO 63110, USA; Knight Alzheimer's Disease Research Center, Washington University, St. Louis, MO 63110, USA
| | - Yan Li
- Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Celeste M Karch
- Department of Radiology, Washington University, St. Louis, MO 63110, USA
| | - Richard J Perrin
- Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Sarah B Berman
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Jasmeer P Chhatwal
- Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
| | | | - Hiroshi Mori
- Osaka City University School of Medicine Asahimachi, Abenoku, Osaka 545-8585, Japan
| | - Johannes Levin
- German Center for Neurodegenerative Disease (DZNE) Munich, Munich, Germany
| | - James M Noble
- Department of Neurology, Columbia University, New York, NY 100310, USA
| | - Ricardo Allegri
- School of Medicine, Universidad de Buenos Aires, Viamonte 430, C1053 CABA, Argentina
| | - Peter R Schofield
- Neuroscience Research Australia, Sydney, NSW, Australia; Hope Center for Neurological Disorders, Washington University, St. Louis, MO 63100, USA
| | - Daniel S Marcus
- Knight Alzheimer's Disease Research Center, Washington University, St. Louis, MO 63110, USA
| | - David M Holtzman
- Department of Neurology, Washington University, St. Louis, MO 63110, USA; Knight Alzheimer's Disease Research Center, Washington University, St. Louis, MO 63110, USA
| | - John C Morris
- Department of Neurology, Washington University, St. Louis, MO 63110, USA; Knight Alzheimer's Disease Research Center, Washington University, St. Louis, MO 63110, USA
| | - Tammie L S Benzinger
- Department of Radiology, Washington University, St. Louis, MO 63110, USA; Knight Alzheimer's Disease Research Center, Washington University, St. Louis, MO 63110, USA
| | - Eric M McDade
- Department of Neurology, Washington University, St. Louis, MO 63110, USA
| | - Randall J Bateman
- Department of Neurology, Washington University, St. Louis, MO 63110, USA; Knight Alzheimer's Disease Research Center, Washington University, St. Louis, MO 63110, USA
| | - Beau M Ances
- Department of Neurology, Washington University, St. Louis, MO 63110, USA; Department of Radiology, Washington University, St. Louis, MO 63110, USA; Knight Alzheimer's Disease Research Center, Washington University, St. Louis, MO 63110, USA.
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15
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What contribution can genetics make to predict the risk of Alzheimer's disease? Rev Neurol (Paris) 2022; 178:414-421. [PMID: 35491248 DOI: 10.1016/j.neurol.2022.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Accepted: 03/08/2022] [Indexed: 11/20/2022]
Abstract
Alzheimer's disease (AD) is the most common neurodegenerative disorder. Although its etiology remains incompletely understood, genetic variants are important contributors. The prediction of AD risk through individual genetic variants is an important topic of research that may have individual and societal consequences when preventive treatments will become available. However, the genetic substratum of AD is heterogeneous. In addition to the extremely rare and fully penetrant pathogenic variants of the PSEN1, PSEN2 or APP genes causing autosomal dominant AD, a large spectrum of risk factors have been identified in complex forms, including the common risk factor APOEɛ4, which is associated with a moderate-to-high risk, common polymorphisms associated with a modest individual risk, and a plethora of rare variants in genes like SORL1, TREM2 or ABCA7 with moderate to high-magnitude effect. Understanding how these genetic factors contribute to AD risk in a given individual, in additional to non-genetic factors, remains a challenge. Over the last 10 years, age-related penetrance curves have progressively incorporated advances in the knowledge of AD genetics, from APOE to common polygenic components and, currently, SORL1 rare variants, which represents an important step towards precision medicine in AD. In this review, we present the complex genetic architecture of AD and we expose the prediction of AD risk according to its underlying genetic component.
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16
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Strikwerda-Brown C. Chicken or Egg? Untangling the Associations Between Personality Traits and Alzheimer's Disease Pathology. Biol Psychiatry 2022; 91:e17-e19. [PMID: 35057972 DOI: 10.1016/j.biopsych.2021.11.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 11/19/2021] [Accepted: 11/22/2021] [Indexed: 11/02/2022]
Affiliation(s)
- Cherie Strikwerda-Brown
- Centre for Studies on the Prevention of Alzheimer's Disease, Douglas Mental Health University Institute, Montreal, Quebec, Canada; Department of Psychiatry, McGill University, Montreal, Quebec, Canada.
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17
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Lim YY, Maruff P, Barthélemy NR, Goate A, Hassenstab J, Sato C, Fagan AM, Benzinger TLS, Xiong C, Cruchaga C, Levin J, Farlow MR, Graff-Radford NR, Laske C, Masters CL, Salloway S, Schofield PR, Morris JC, Bateman RJ, McDade E. Association of BDNF Val66Met With Tau Hyperphosphorylation and Cognition in Dominantly Inherited Alzheimer Disease. JAMA Neurol 2022; 79:261-270. [PMID: 35099506 PMCID: PMC8804973 DOI: 10.1001/jamaneurol.2021.5181] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
IMPORTANCE Allelic variation in the brain-derived neurotrophic factor (BDNF) Val66Met polymorphism moderates increases in cerebrospinal fluid (CSF) levels of tau and phosphorylated tau 181 (p-tau181), measured using immunoassay, and cognitive decline in presymptomatic dominantly inherited Alzheimer disease (DIAD). Advances in mass spectrometry show that CSF tau phosphorylation occupancy at threonine 181 and 217 (p-tau181/tau181, p-tau217/tau217) increases with initial β-amyloid (Aβ) aggregation, while phosphorylation occupancy at threonine 205 (p-tau205/tau205) and level of total tau increase when brain atrophy and clinical symptoms become evident. OBJECTIVE To determine whether site-specific tau phosphorylation occupancy (ratio of phosphorylated to unphosphorylated tau) is associated with BDNF Val66Met in presymptomatic and symptomatic DIAD. DESIGN, SETTING, AND PARTICIPANTS This cross-sectional cohort study included participants from the Dominantly Inherited Alzheimer Network (DIAN) and Aβ-positive cognitively normal older adults in the Alzheimer's Disease Neuroimaging Initiative (ADNI). Data were collected from 2009 through 2018 at multicenter clinical sites in the United States, United Kingdom, and Australia, with no follow-up. DIAN participants provided a CSF sample and completed clinical and cognitive assessments. Data analysis was conducted between March 2020 and March 2021. MAIN OUTCOMES AND MEASURES Mass spectrometry analysis was used to determine site-specific tau phosphorylation level; tau levels were also measured using immunoassay. Episodic memory and global cognitive composites were computed. RESULTS Of 374 study participants, 144 were mutation noncarriers, 156 were presymptomatic mutation carriers, and 74 were symptomatic carriers. Of the 527 participants in the network, 153 were excluded because their CSF sample, BDNF status, or both were unavailable. Also included were 125 Aβ-positive cognitively normal older adults in the ADNI. The mean (SD) age of DIAD participants was 38.7 (10.9) years; 43% were women. The mean (SD) age of participants with preclinical sporadic AD was 74.8 (5.6) years; 52% were women. In presymptomatic mutation carriers, compared with Val66 homozygotes, Met66 carriers showed significantly poorer episodic memory (d = 0.62; 95% CI, 0.28-0.95), lower hippocampal volume (d = 0.40; 95% CI, 0.09-0.71), and higher p-tau217/tau217 (d = 0.64; 95% CI, 0.30-0.97), p-tau181/tau181 (d = 0.65; 95% CI, 0.32-0.99), and mass spectrometry total tau (d = 0.43; 95% CI, 0.10-0.76). In symptomatic mutation carriers, Met66 carriers showed significantly poorer global cognition (d = 1.17; 95% CI, 0.65-1.66) and higher p-tau217/tau217 (d = 0.53; 95% CI, 0.05-1.01), mass spectrometry total tau (d = 0.78; 95% CI, 0.28-1.25), and p-tau205/tau205 (d = 0.97; 95% CI, 0.46-1.45), when compared with Val66 homozygotes. In preclinical sporadic AD, Met66 carriers showed poorer episodic memory (d = 0.39; 95% CI, 0.00-0.77) and higher total tau (d = 0.45; 95% CI, 0.07-0.84) and p-tau181 (d = 0.46; 95% CI, 0.07-0.85). CONCLUSIONS AND RELEVANCE In DIAD, clinical disease stage and BDNF Met66 were associated with cognitive impairment and levels of site-specific tau phosphorylation. This suggests that pharmacological strategies designed to increase neurotrophic support in the presymptomatic stages of AD may be beneficial.
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Affiliation(s)
- Yen Ying Lim
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia
| | - Paul Maruff
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia,Cogstate Ltd, Melbourne, Victoria, Australia
| | - Nicolas R. Barthélemy
- Department of Neurology, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Alison Goate
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Jason Hassenstab
- Department of Neurology, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Chihiro Sato
- Department of Neurology, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Anne M. Fagan
- Department of Neurology, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Tammie L. S. Benzinger
- Department of Radiology, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Chengjie Xiong
- Division of Biostatistics, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Carlos Cruchaga
- Department of Psychiatry, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Johannes Levin
- Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany,German Center for Neurodegenerative Diseases, Munich, Germany,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | | | | | - Christoph Laske
- German Center for Neurodegenerative Diseases, Munich, Germany,Section for Dementia Research, Department of Cellular Neurology, Hertie Institute for Clinical Brain Research, Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Colin L. Masters
- Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, Victoria, Australia
| | - Stephen Salloway
- Butler Hospital, Providence, Rhode Island,Warren Alpert Medical School of Brown University, Providence, Rhode Island
| | - Peter R. Schofield
- Neuroscience Research Australia, Sydney, New South Wales, Australia,School of Medical Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - John C. Morris
- Department of Neurology, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Randall J. Bateman
- Department of Neurology, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Eric McDade
- Department of Neurology, Washington University School of Medicine in St Louis, St Louis, Missouri
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18
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Rujeedawa T, Carrillo Félez E, Clare ICH, Fortea J, Strydom A, Rebillat AS, Coppus A, Levin J, Zaman SH. The Clinical and Neuropathological Features of Sporadic (Late-Onset) and Genetic Forms of Alzheimer's Disease. J Clin Med 2021; 10:4582. [PMID: 34640600 PMCID: PMC8509365 DOI: 10.3390/jcm10194582] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2021] [Revised: 09/27/2021] [Accepted: 09/28/2021] [Indexed: 12/17/2022] Open
Abstract
The purpose of this review is to compare and highlight the clinical and pathological aspects of genetic versus acquired Alzheimer's disease: Down syndrome-associated Alzheimer's disease in (DSAD) and Autosomal Dominant Alzheimer's disease (ADAD) are compared with the late-onset form of the disease (LOAD). DSAD and ADAD present in a younger population and are more likely to manifest with non-amnestic (such as dysexecutive function features) in the prodromal phase or neurological features (such as seizures and paralysis) especially in ADAD. The very large variety of mutations associated with ADAD explains the wider range of phenotypes. In the LOAD, age-associated comorbidities explain many of the phenotypic differences.
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Affiliation(s)
- Tanzil Rujeedawa
- Cambridge Intellectual & Developmental Disabilities Research Group, Department of Psychiatry, University of Cambridge, Cambridge CB2 8PQ, UK; (T.R.); (E.C.F.); (I.C.H.C.)
| | - Eva Carrillo Félez
- Cambridge Intellectual & Developmental Disabilities Research Group, Department of Psychiatry, University of Cambridge, Cambridge CB2 8PQ, UK; (T.R.); (E.C.F.); (I.C.H.C.)
| | - Isabel C. H. Clare
- Cambridge Intellectual & Developmental Disabilities Research Group, Department of Psychiatry, University of Cambridge, Cambridge CB2 8PQ, UK; (T.R.); (E.C.F.); (I.C.H.C.)
- Cambridgeshire and Peterborough Foundation NHS Trust, Fulbourn CB21 5EF, UK
| | - Juan Fortea
- Sant Pau Memory Unit, Department of Neurology, Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain;
- Center of Biomedical Investigation Network for Neurodegenerative Diseases (CIBERNED), 28031 Madrid, Spain
- Barcelona Down Medical Center, Fundació Catalana Síndrome de Down, 08029 Barcelona, Spain
| | - Andre Strydom
- Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 8AF, UK;
- South London and the Maudsley NHS Foundation Trust, The LonDowns Consortium, London SE5 8AZ, UK
| | | | - Antonia Coppus
- Department for Primary and Community Care, Department of Primary and Community Care (149 ELG), Radboud University Nijmegen Medical Center, P.O. Box 9101, 6525 GA Nijmegen, The Netherlands;
| | - Johannes Levin
- Department of Neurology, Ludwig-Maximilians-Universität München, 80539 Munich, Germany;
- German Center for Neurodegenerative Diseases, Feodor-Lynen-Strasse 17, 81377 Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Feodor-Lynen-Strasse 17, 81377 Munich, Germany
| | - Shahid H. Zaman
- Cambridge Intellectual & Developmental Disabilities Research Group, Department of Psychiatry, University of Cambridge, Cambridge CB2 8PQ, UK; (T.R.); (E.C.F.); (I.C.H.C.)
- Cambridgeshire and Peterborough Foundation NHS Trust, Fulbourn CB21 5EF, UK
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19
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Baena A, Bocanegra Y, Torres V, Vila-Castelar C, Guzmán-Vélez E, Fox-Fuller JT, Gatchel JR, Sánchez J, Pluim CF, Ramirez-Gómez L, Martínez J, Pineda D, Lopera F, Quiroz YT. Neuroticism Is Associated with Tau Pathology in Cognitively Unimpaired Individuals with Autosomal Dominant Alzheimer's Disease. J Alzheimers Dis 2021; 82:1809-1822. [PMID: 34219716 DOI: 10.3233/jad-210185] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Greater neuroticism has been associated with higher risk for Alzheimer's disease (AD) dementia. However, the directionality of this association is unclear. We examined whether personality traits differ between cognitively-unimpaired carriers of autosomal-dominant AD (ADAD) and non-carriers, and are associated with in vivo AD pathology. OBJECTIVE To determine whether personality traits differ between cognitively unimpaired ADAD mutation carriers and non-carriers, and whether the traits are related to age and AD biomarkers. METHODS A total of 33 cognitively-unimpaired Presenilin-1 E280A mutation carriers and 41 non-carriers (ages 27-46) completed neuropsychological testing and the NEO Five-Factor Personality Inventory. A subsample (n = 46; 20 carriers) also underwent tau and amyloid PET imaging. RESULTS Carriers reported higher neuroticism relative to non-carriers, although this difference was not significant after controlling for sex. Neuroticism was positively correlated with entorhinal tau levels only in carriers, but not with amyloid levels. CONCLUSION The finding of higher neuroticism in carriers and the association of this trait with tau pathology in preclinical stages of AD highlights the importance of including personality measures in the evaluation of individuals at increased risk for cognitive impairment and dementia. Further research is needed to characterize the mechanisms of these relationships.
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Affiliation(s)
- Ana Baena
- Grupo de Neurociencias de Antioquia, Universidad de Antioquia, Medellín, Colombia
| | - Yamile Bocanegra
- Grupo de Neurociencias de Antioquia, Universidad de Antioquia, Medellín, Colombia
| | - Valeria Torres
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Clara Vila-Castelar
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Edmarie Guzmán-Vélez
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA.,Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Joshua T Fox-Fuller
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA.,Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | - Jennifer R Gatchel
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Justin Sánchez
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Celina F Pluim
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Liliana Ramirez-Gómez
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jairo Martínez
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - David Pineda
- Grupo de Neurociencias de Antioquia, Universidad de Antioquia, Medellín, Colombia
| | - Francisco Lopera
- Grupo de Neurociencias de Antioquia, Universidad de Antioquia, Medellín, Colombia
| | - Yakeel T Quiroz
- Grupo de Neurociencias de Antioquia, Universidad de Antioquia, Medellín, Colombia.,Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA.,Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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20
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Mao C, Li J, Dong L, Huang X, Lei D, Wang J, Chu S, Liu C, Peng B, Román GC, Cui L, Gao J. Clinical Phenotype and Mutation Spectrum of Alzheimer's Disease with Causative Genetic Mutation in a Chinese Cohort. Curr Alzheimer Res 2021; 18:265-272. [PMID: 34102969 PMCID: PMC8506917 DOI: 10.2174/1567205018666210608120339] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 02/06/2021] [Accepted: 04/06/2021] [Indexed: 11/22/2022]
Abstract
Background Alzheimer’s disease with a causative genetic mutation (AD-CGM) is an uncommon form, characterized by a heterogeneous clinical phenotype and variations in the genotype of racial groups affected. Objective We aimed to systemically describe the phenotype variance and mutation spectrum in the large sample size of the Peking Union Medical College Hospital (PUMCH) cohort, Beijing, China. Methods Next-generation sequencing (NGS) was carried out in 1108 patients diagnosed with dementia. A total of 40 Han Chinese patients with three AD gene mutations were enrolled. A systemic review of all the patients was performed, including clinical history, neurocognitive assessment, brain magnetic resonance imaging, and cerebrospinal fluid (CSF) biomarkers. Results We studied the following gene mutation variants: 12 AβPP, 13 PSEN1, and 9 PSEN2, and 23 among them were novel. Most of them were early-onset, but PSEN1 mutation carriers had the youngest onset age. The commonest symptoms were similar to those of AD, including an amnestic syndrome, followed by psychiatric symptoms and movement disorder. On MRI, parietal and posterior temporal atrophy was prominent in PSEN1 and PSEN2 mutation carriers, while AβPP mutation carriers had more vascular changes. The CSF biomarkers profile was indistinguishable from sporadic AD. Conclusion We identified a small group of AD-CGM subjects representing 3.6% among more than 1000 demented patients in the PUMCH cohort. These subjects usually presented with early-onset
dementia and exhibited significant clinical and genetic heterogeneity. Identification required complete screening of genetic mutations using NGS. Although family history was usually present, we found non-familial cases of all three genetic mutations.
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Affiliation(s)
- Chenhui Mao
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, 100730, China
| | - Jie Li
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, 100730, China
| | - Liling Dong
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, 100730, China
| | - Xinying Huang
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, 100730, China
| | - Dan Lei
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, 100730, China
| | - Jie Wang
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, 100730, China
| | - Shanshan Chu
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, 100730, China
| | - Caiyan Liu
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, 100730, China
| | - Bin Peng
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, 100730, China
| | - Gustavo C Román
- Stanley H. Appel Department of Neurology, Nantz National Alzheimer Center, Houston Methodist Hospital, Houston, Texas 77030, United States
| | - Liying Cui
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, 100730, China
| | - Jing Gao
- Department of Neurology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, 100730, China
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21
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Ghisays V, Lopera F, Goradia DD, Protas HD, Malek-Ahmadi MH, Chen Y, Devadas V, Luo J, Lee W, Baena A, Bocanegra Y, Guzmán-Vélez E, Pardilla-Delgado E, Vila-Castelar C, Fox-Fuller JT, Hu N, Clayton D, Thomas RG, Alvarez S, Espinosa A, Acosta-Baena N, Giraldo MM, Rios-Romenets S, Langbaum JB, Chen K, Su Y, Tariot PN, Quiroz YT, Reiman EM. PET evidence of preclinical cerebellar amyloid plaque deposition in autosomal dominant Alzheimer's disease-causing Presenilin-1 E280A mutation carriers. NEUROIMAGE-CLINICAL 2021; 31:102749. [PMID: 34252876 PMCID: PMC8278433 DOI: 10.1016/j.nicl.2021.102749] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 06/21/2021] [Accepted: 06/26/2021] [Indexed: 11/16/2022]
Abstract
PET evidence of cerebellar Aβ deposition in unimpaired (CU) PSEN1 E280A kindred. Cerebellar Aβ PET SUVR began to distinguish CU carriers from non-carriers at age 34. Cortical and cerebellar Aβ PET SUVR are positively associated in CU carriers. Cerebellar florbetapir SUVR correlated with lower composite score in CU carriers.
Background In contrast to sporadic Alzheimer’s disease, autosomal dominant Alzheimer’s disease (ADAD) is associated with greater neuropathological evidence of cerebellar amyloid plaque (Aβ) deposition. In this study, we used positron emission tomography (PET) measurements of fibrillar Aβ burden to characterize the presence and age at onset of cerebellar Aβ deposition in cognitively unimpaired (CU) Presenilin-1 (PSEN1) E280A mutation carriers from the world’s largest extended family with ADAD. Methods 18F florbetapir and 11C Pittsburgh compound B (PiB) PET data from two independent studies – API ADAD Colombia Trial (NCT01998841) and Colombia-Boston (COLBOS) longitudinal biomarker study were included. The tracers were selected independently by the respective sponsors prior to the start of each study and used exclusively throughout. Template-based cerebellar Aβ-SUVR (standard-uptake value ratios) using a known-to-be-spared pons reference region (cerebellar SUVR_pons), to a) compare 28–56-year-old CU carriers and non-carriers; b) estimate the age at which cerebellar SUVR_pons began to differ significantly in carrier and non-carrier groups; and c) characterize in carriers associations with age, cortical SUVR_pons, delayed recall memory, and API ADAD composite score. Results Florbetapir and PiB cerebellar SUVR_pons were significantly higher in carriers than non-carriers (p < 0.0001). Cerebellar SUVR_pons began to distinguish carriers from non-carriers at age 34, 10 years before the carriers’ estimated age at mild cognitive impairment onset. Florbetapir and PiB cerebellar SUVR_pons in carriers were positively correlated with age (r = 0.44 & 0.69, p < 0.001), cortical SUVR_pons (r = 0.55 & 0.69, p < 0.001), and negatively correlated with delayed recall memory (r = −0.21 & −0.50, p < 0.05, unadjusted for cortical SUVR_pons) and API ADAD composite (r = −0.25, p < 0.01, unadjusted for cortical SUVR_pons in florbetapir API ADAD cohort). Conclusion This PET study provides evidence of cerebellar Aβ plaque deposition in CU carriers starting about a decade before the clinical onset of ADAD. Additional studies are needed to clarify the impact of using a cerebellar versus pons reference region on the power to detect and track ADAD changes, even in preclinical stages of this disorder.
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Affiliation(s)
- Valentina Ghisays
- Banner Alzheimer's Institute, Phoenix, AZ, USA; Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Francisco Lopera
- Neurosciences Group of Antioquia, Universidad de Antioquia, Medellín, Colombia
| | - Dhruman D Goradia
- Banner Alzheimer's Institute, Phoenix, AZ, USA; Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Hillary D Protas
- Banner Alzheimer's Institute, Phoenix, AZ, USA; Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Michael H Malek-Ahmadi
- Banner Alzheimer's Institute, Phoenix, AZ, USA; Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Yinghua Chen
- Banner Alzheimer's Institute, Phoenix, AZ, USA; Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Vivek Devadas
- Banner Alzheimer's Institute, Phoenix, AZ, USA; Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Ji Luo
- Banner Alzheimer's Institute, Phoenix, AZ, USA; Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Wendy Lee
- Banner Alzheimer's Institute, Phoenix, AZ, USA; Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Ana Baena
- Neurosciences Group of Antioquia, Universidad de Antioquia, Medellín, Colombia
| | - Yamile Bocanegra
- Neurosciences Group of Antioquia, Universidad de Antioquia, Medellín, Colombia
| | | | | | | | - Joshua T Fox-Fuller
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Boston University, Boston, MA, USA
| | - Nan Hu
- Genentech Inc., South San Francisco, CA, USA
| | | | - Ronald G Thomas
- University of California San Diego School of Medicine, La Jolla, CA, USA
| | | | - Alejandro Espinosa
- Neurosciences Group of Antioquia, Universidad de Antioquia, Medellín, Colombia
| | | | - Margarita M Giraldo
- Neurosciences Group of Antioquia, Universidad de Antioquia, Medellín, Colombia
| | | | - Jessica B Langbaum
- Banner Alzheimer's Institute, Phoenix, AZ, USA; Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Kewei Chen
- Banner Alzheimer's Institute, Phoenix, AZ, USA; Arizona Alzheimer's Consortium, Phoenix, AZ, USA; Arizona State University, Tempe, AZ, USA; University of Arizona, Tucson, AZ, USA
| | - Yi Su
- Banner Alzheimer's Institute, Phoenix, AZ, USA; Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Pierre N Tariot
- Banner Alzheimer's Institute, Phoenix, AZ, USA; Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Yakeel T Quiroz
- Neurosciences Group of Antioquia, Universidad de Antioquia, Medellín, Colombia; Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
| | - Eric M Reiman
- Banner Alzheimer's Institute, Phoenix, AZ, USA; Arizona Alzheimer's Consortium, Phoenix, AZ, USA; Arizona State University, Tempe, AZ, USA; University of Arizona, Tucson, AZ, USA; Translational Genomics Research Institute, Phoenix, AZ, USA.
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22
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Luo J, Gao F, Liu J, Wang G, Chen L, Fagan AM, Day GS, Vöglein J, Chhatwal JP, Xiong C. Statistical estimation and comparison of group-specific bivariate correlation coefficients in family-type clustered studies. J Appl Stat 2021; 49:2246-2270. [PMID: 35755087 PMCID: PMC9225315 DOI: 10.1080/02664763.2021.1899141] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Bivariate correlation coefficients (BCCs) are often calculated to gauge the relationship between two variables in medical research. In a family-type clustered design where multiple participants from same units/families are enrolled, BCCs can be defined and estimated at various hierarchical levels (subject level, family level and marginal BCC). Heterogeneity usually exists between subject groups and, as a result, subject level BCCs may differ between subject groups. In the framework of bivariate linear mixed effects modeling, we define and estimate BCCs at various hierarchical levels in a family-type clustered design, accommodating subject group heterogeneity. Simplified and modified asymptotic confidence intervals are constructed to the BCC differences and Wald type tests are conducted. A real-world family-type clustered study of Alzheimer disease (AD) is analyzed to estimate and compare BCCs among well-established AD biomarkers between mutation carriers and non-carriers in autosomal dominant AD asymptomatic individuals. Extensive simulation studies are conducted across a wide range of scenarios to evaluate the performance of the proposed estimators and the type-I error rate and power of the proposed statistical tests. Abbreviations: BCC: bivariate correlation coefficient; BLM: bivariate linear mixed effects model; CI: confidence interval; AD: Alzheimer's disease; DIAN: The Dominantly Inherited Alzheimer Network; SA: simple asymptotic; MA: modified asymptotic.
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Affiliation(s)
- Jingqin Luo
- Siteman Cancer Center Biostatistics Shared Resource, Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA, Jingqin Luo
| | - Feng Gao
- Siteman Cancer Center Biostatistics Shared Resource, Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Jingxia Liu
- Siteman Cancer Center Biostatistics Shared Resource, Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Guoqiao Wang
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA
| | - Ling Chen
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA
| | - Anne M. Fagan
- Department of Neurology, Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA
| | | | - Jonathan Vöglein
- Department of Neurology, Ludwig-Maximilians-Universität München, German Center for Neurodegenerative Diseases, Munich, Germany
| | - Jasmeer P. Chhatwal
- Department of Neurology, Harvard Medical School, Massachusetts General Hospital, Boston, MA, USA
| | - Chengjie Xiong
- Department of Neurology, Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA,Chengjie Xiong
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23
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Ewers M, Luan Y, Frontzkowski L, Neitzel J, Rubinski A, Dichgans M, Hassenstab J, Gordon BA, Chhatwal JP, Levin J, Schofield P, Benzinger TLS, Morris JC, Goate A, Karch CM, Fagan AM, McDade E, Allegri R, Berman S, Chui H, Cruchaga C, Farlow M, Graff-Radford N, Jucker M, Lee JH, Martins RN, Mori H, Perrin R, Xiong C, Rossor M, Fox NC, O'Connor A, Salloway S, Danek A, Buerger K, Bateman RJ, Habeck C, Stern Y, Franzmeier N. Segregation of functional networks is associated with cognitive resilience in Alzheimer's disease. Brain 2021; 144:2176-2185. [PMID: 33725114 DOI: 10.1093/brain/awab112] [Citation(s) in RCA: 62] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 11/26/2020] [Accepted: 12/29/2020] [Indexed: 11/14/2022] Open
Abstract
Cognitive resilience is an important modulating factor of cognitive decline in Alzheimer's disease, but the functional brain mechanisms that support cognitive resilience remain elusive. Given previous findings in normal ageing, we tested the hypothesis that higher segregation of the brain's connectome into distinct functional networks represents a functional mechanism underlying cognitive resilience in Alzheimer's disease. Using resting-state functional MRI, we assessed both resting-state functional MRI global system segregation, i.e. the balance of between-network to within-network connectivity, and the alternate index of modularity Q as predictors of cognitive resilience. We performed all analyses in two independent samples for validation: (i) 108 individuals with autosomal dominantly inherited Alzheimer's disease and 71 non-carrier controls; and (ii) 156 amyloid-PET-positive subjects across the spectrum of sporadic Alzheimer's disease and 184 amyloid-negative controls. In the autosomal dominant Alzheimer's disease sample, disease severity was assessed by estimated years from symptom onset. In the sporadic Alzheimer's sample, disease stage was assessed by temporal lobe tau-PET (i.e. composite across Braak stage I and III regions). In both samples, we tested whether the effect of disease severity on cognition was attenuated at higher levels of functional network segregation. For autosomal dominant Alzheimer's disease, we found higher functional MRI-assessed system segregation to be associated with an attenuated effect of estimated years from symptom onset on global cognition (P = 0.007). Similarly, for patients with sporadic Alzheimer's disease, higher functional MRI-assessed system segregation was associated with less decrement in global cognition (P = 0.001) and episodic memory (P = 0.004) per unit increase of temporal lobe tau-PET. Confirmatory analyses using the alternate index of modularity Q revealed consistent results. In conclusion, higher segregation of functional connections into distinct large-scale networks supports cognitive resilience in Alzheimer's disease.
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Affiliation(s)
- Michael Ewers
- Institute for Stroke and Dementia Research, University Hospital, Ludwig-Maximilian-University LMU, Munich, Germany.,German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Ying Luan
- Institute for Stroke and Dementia Research, University Hospital, Ludwig-Maximilian-University LMU, Munich, Germany
| | - Lukas Frontzkowski
- Institute for Stroke and Dementia Research, University Hospital, Ludwig-Maximilian-University LMU, Munich, Germany
| | - Julia Neitzel
- Institute for Stroke and Dementia Research, University Hospital, Ludwig-Maximilian-University LMU, Munich, Germany
| | - Anna Rubinski
- Institute for Stroke and Dementia Research, University Hospital, Ludwig-Maximilian-University LMU, Munich, Germany
| | - Martin Dichgans
- Institute for Stroke and Dementia Research, University Hospital, Ludwig-Maximilian-University LMU, Munich, Germany.,German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.,Munich Cluster for Systems Neurology, SyNergy, Ludwig-Maximilian-University LMU, Munich, Germany
| | - Jason Hassenstab
- Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO, USA.,Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA.,Department of Psychological and Brain Sciences, Washington University, St. Louis, MO, USA
| | - Brian A Gordon
- Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO, USA.,Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA.,Department of Psychological and Brain Sciences, Washington University, St. Louis, MO, USA
| | - Jasmeer P Chhatwal
- Massachusetts General Hospital, Department of Neurology, Harvard Medical School, MA, USA
| | - Johannes Levin
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.,Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Peter Schofield
- Neuroscience Research Australia, Sydney, NSW, Australia.,School of Medical Sciences, University of New South Wales, Sydney, NSW, Australia
| | - Tammie L S Benzinger
- Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO, USA.,Department of Radiology, Washington University in St Louis, St Louis, MO, USA
| | - John C Morris
- Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO, USA.,Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA.,Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA
| | - Alison Goate
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Ronald M. Loeb Center for Alzheimer's Disease, Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Celeste M Karch
- Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO, USA.,Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA.,Hope Center for Neurological Disorders, Washington University in St. Louis, St. Louis, MO, USA
| | - Anne M Fagan
- Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO, USA.,Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA.,Hope Center for Neurological Disorders, Washington University in St. Louis, St. Louis, MO, USA
| | - Eric McDade
- Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO, USA.,Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
| | - Ricardo Allegri
- Department of Neurology, FLENI Fondation, Buenos Aires, Argentina
| | - Sarah Berman
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Helena Chui
- Alzheimer's Disease Research Center, Keck School of Medicine at the University of Southern California, Los Angeles, CA, USA.,Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Carlos Cruchaga
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA.,Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA.,Hope Center for Neurological Disorders, Washington University in St. Louis, St. Louis, MO, USA.,NeuroGenomics and Informatics, Washington University School of Medicine, St. Louis, MO, USA
| | - Marty Farlow
- Department of Neurology, Indiana University School of Medicine, Indianapolis, IN, USA
| | | | - Mathias Jucker
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany.,Department of Cellular Neurology, Hertie Institute for Clinical Brain Research, Tübingen, Germany.,Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Jae-Hong Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Ralph N Martins
- Centre of Excellence for Alzheimer's Disease Research and Care, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia.,Australian Alzheimer's Research Foundation, Ralph and Patricia Sarich Neuroscience Research Institute, Nedlands, WA, Australia.,Department of Biomedical Sciences, Macquarie University, Sydney, NSW, Australia.,KaRa Institute of Neurological Diseases, Sydney, NSW, Australia
| | - Hiroshi Mori
- Department of Clinical Neuroscience, Osaka City University Medical School, Osaka, Japan
| | - Richard Perrin
- Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO, USA.,Hope Center for Neurological Disorders, Washington University in St. Louis, St. Louis, MO, USA.,Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
| | - Chengjie Xiong
- Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO, USA.,Department of Biostatistics, Washington University, St Louis, MO, USA
| | - Martin Rossor
- Dementia Research Centre, University College London, Queen Square, London, UK
| | - Nick C Fox
- Dementia Research Centre, University College London, Queen Square, London, UK
| | - Antoinette O'Connor
- Dementia Research Centre, University College London, Queen Square, London, UK.,UK Dementia Research Institute at UCL, UCL, London, UK
| | - Stephen Salloway
- Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Adrian Danek
- Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Katharina Buerger
- Institute for Stroke and Dementia Research, University Hospital, Ludwig-Maximilian-University LMU, Munich, Germany.,German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Randall J Bateman
- Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO, USA.,Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
| | - Christian Habeck
- Cognitive Neuroscience Division, Department of Neurology, Columbia University, New York, NY, USA
| | - Yaakov Stern
- Cognitive Neuroscience Division, Department of Neurology, Columbia University, New York, NY, USA
| | - Nicolai Franzmeier
- Institute for Stroke and Dementia Research, University Hospital, Ludwig-Maximilian-University LMU, Munich, Germany
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Joseph-Mathurin N, Wang G, Kantarci K, Jack CR, McDade E, Hassenstab J, Blazey TM, Gordon BA, Su Y, Chen G, Massoumzadeh P, Hornbeck RC, Allegri RF, Ances BM, Berman SB, Brickman AM, Brooks WS, Cash DM, Chhatwal JP, Chui HC, Correia S, Cruchaga C, Farlow MR, Fox NC, Fulham M, Ghetti B, Graff-Radford NR, Johnson KA, Karch CM, Laske C, Lee AKW, Levin J, Masters CL, Noble JM, O'Connor A, Perrin RJ, Preboske GM, Ringman JM, Rowe CC, Salloway S, Saykin AJ, Schofield PR, Shimada H, Shoji M, Suzuki K, Villemagne VL, Xiong C, Yakushev I, Morris JC, Bateman RJ, Benzinger TLS. Longitudinal Accumulation of Cerebral Microhemorrhages in Dominantly Inherited Alzheimer Disease. Neurology 2021; 96:e1632-e1645. [PMID: 33495373 PMCID: PMC8032370 DOI: 10.1212/wnl.0000000000011542] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 12/10/2020] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To investigate the inherent clinical risks associated with the presence of cerebral microhemorrhages (CMHs) or cerebral microbleeds and characterize individuals at high risk for developing hemorrhagic amyloid-related imaging abnormality (ARIA-H), we longitudinally evaluated families with dominantly inherited Alzheimer disease (DIAD). METHODS Mutation carriers (n = 310) and noncarriers (n = 201) underwent neuroimaging, including gradient echo MRI sequences to detect CMHs, and neuropsychological and clinical assessments. Cross-sectional and longitudinal analyses evaluated relationships between CMHs and neuroimaging and clinical markers of disease. RESULTS Three percent of noncarriers and 8% of carriers developed CMHs primarily located in lobar areas. Carriers with CMHs were older, had higher diastolic blood pressure and Hachinski ischemic scores, and more clinical, cognitive, and motor impairments than those without CMHs. APOE ε4 status was not associated with the prevalence or incidence of CMHs. Prevalent or incident CMHs predicted faster change in Clinical Dementia Rating although not composite cognitive measure, cortical thickness, hippocampal volume, or white matter lesions. Critically, the presence of 2 or more CMHs was associated with a significant risk for development of additional CMHs over time (8.95 ± 10.04 per year). CONCLUSION Our study highlights factors associated with the development of CMHs in individuals with DIAD. CMHs are a part of the underlying disease process in DIAD and are significantly associated with dementia. This highlights that in participants in treatment trials exposed to drugs, which carry the risk of ARIA-H as a complication, it may be challenging to separate natural incidence of CMHs from drug-related CMHs.
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Affiliation(s)
- Nelly Joseph-Mathurin
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Guoqiao Wang
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Kejal Kantarci
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Clifford R Jack
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Eric McDade
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Jason Hassenstab
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Tyler M Blazey
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Brian A Gordon
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Yi Su
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Gengsheng Chen
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Parinaz Massoumzadeh
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Russ C Hornbeck
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Ricardo F Allegri
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Beau M Ances
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Sarah B Berman
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Adam M Brickman
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - William S Brooks
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - David M Cash
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Jasmeer P Chhatwal
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Helena C Chui
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Stephen Correia
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Carlos Cruchaga
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Martin R Farlow
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Nick C Fox
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Michael Fulham
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Bernardino Ghetti
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Neill R Graff-Radford
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Keith A Johnson
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Celeste M Karch
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Christoph Laske
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Athene K W Lee
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Johannes Levin
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Colin L Masters
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - James M Noble
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Antoinette O'Connor
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Richard J Perrin
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Gregory M Preboske
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - John M Ringman
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Christopher C Rowe
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Stephen Salloway
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Andrew J Saykin
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Peter R Schofield
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Hiroyuki Shimada
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Mikio Shoji
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Kazushi Suzuki
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Victor L Villemagne
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Chengjie Xiong
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Igor Yakushev
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - John C Morris
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Randall J Bateman
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan
| | - Tammie L S Benzinger
- From the Departments of Radiology (N.J.-M., T.M.B., B.A.G., G.C., P.M., R.C.H., T.L.S.B.), Neurology (E.M., J.H., B.M.A., R.J.P., J.C.M., R.J.B.), Psychological and Brain Sciences (J.H.), Psychiatry (C.C., C.M.K.), and Pathology and Immunology (R.J.P.) and Division of Biostatistics (G.W., C.X.), Washington University School of Medicine, St. Louis, MO; Banner Alzheimers Institute (Y.S.), Phoenix, AZ; Department of Cognitive Neurology and Neuropsychology (R.F.A.), Instituto de Investigaciones Neurológicas Fleni, Buenos Aires, Argentina; Departments of Neurology and Clinical and Translational Science (S.B.B.), University of Pittsburgh School of Medicine, PA; Department of Neurology (A.M.B.), Taub Institute for Research on Alzheimers Disease and the Aging Brain, College of Physicians and Surgeons, Columbia University, New York, NY; Neuroscience Research Australia (W.S.B., P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales (W.S.B.), Sydney, Australia; Dementia Research Centre and UK Dementia Research Institute (D.M.C., N.C.F., A.O.), UCL Queen Square Institute of Neurology, London, UK; Departments of Neurology (J.P.C., K.A.J.) and Radiology (K.A.J.), Massachusetts General Hospital, Boston; Department of Neurology (H.C.C., J.M.R.), Keck School of Medicine of USC, Los Angeles, CA; Department of Psychiatry and Human Behavior (S.C., A.K.W.L., S.S.), Memory and Aging Program, Butler Hospital, Brown University Alpert Medical School, Providence, RI; Center for Neuroimaging, Department of Radiology and Imaging Science (M.R.F., A.J.S.), Department of Pathology and Laboratory Medicine (B.G.), and Indiana Alzheimers Disease Research Center (A.J.S.), Indiana University School of Medicine, Indianapolis; Departments of Molecular Imaging and Neurology (M.F.), Royal Prince Alfred Hospital, University of Sydney, Australia; Department of Neurology (N.R.G.-R.), Mayo Clinic, Jacksonville, FL; German Center for Neurodegenerative Diseases (DZNE) (C.L., J.L., I.Y.); Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy (C.L.), University of Tübingen; Department of Neurology (J.L., I.Y.), Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (J.L., I.Y.), Germany; Florey Institute and The University of Melbourne (C.L.M.), Australia; Department of Neurology (J.M.N.), Columbia University Irving Medical Center, New York, NY; Department of Radiology (K.K., C.R.J., G.M.P.), Mayo Clinic, Rochester, MN; Department of Molecular Imaging and Therapy (C.C.R., V.L.V.), Austin Health, University of Melbourne, Heidelberg, Australia; Clinical Research Center for Dementia (H.S.), Osaka City University; Department of Neurology (M.S.), Hirosaki University Graduate School of Medicine; and Department of Neurology (K.S.), The University of Tokyo, Japan.
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Latimer CS, Lucot KL, Keene CD, Cholerton B, Montine TJ. Genetic Insights into Alzheimer's Disease. ANNUAL REVIEW OF PATHOLOGY 2021; 16:351-376. [PMID: 33497263 PMCID: PMC8664069 DOI: 10.1146/annurev-pathmechdis-012419-032551] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Alzheimer's disease (AD) is a pervasive, relentlessly progressive neurodegenerative disorder that includes both hereditary and sporadic forms linked by common underlying neuropathologic changes and neuropsychological manifestations. While a clinical diagnosis is often made on the basis of initial memory dysfunction that progresses to involve multiple cognitive domains, definitive diagnosis requires autopsy examination of the brain to identify amyloid plaques and neurofibrillary degeneration. Over the past 100 years, there has been remarkable progress in our understanding of the underlying pathophysiologic processes, pathologic changes, and clinical phenotypes of AD, largely because genetic pathways that include but expand beyond amyloid processing have been uncovered. This review discusses the current state of understanding of the genetics of AD with a focus on how these advances are both shaping our understanding of the disease and informing novel avenues and approaches for development of potential therapeutic targets.
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Affiliation(s)
- Caitlin S Latimer
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington 98104, USA
| | - Katherine L Lucot
- Department of Pathology, Stanford University, Stanford, California 94304, USA;
| | - C Dirk Keene
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington 98104, USA
| | - Brenna Cholerton
- Department of Pathology, Stanford University, Stanford, California 94304, USA;
| | - Thomas J Montine
- Department of Pathology, Stanford University, Stanford, California 94304, USA;
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26
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Ng KP, Pascoal TA, Mathotaarachchi S, Chan YH, Jiang L, Therriault J, Benedet AL, Shin M, Kandiah N, Greenwood CMT, Rosa-Neto P, Gauthier S. Neuropsychiatric symptoms are early indicators of an upcoming metabolic decline in Alzheimer's disease. Transl Neurodegener 2021; 10:1. [PMID: 33390174 PMCID: PMC7780680 DOI: 10.1186/s40035-020-00225-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 12/01/2020] [Indexed: 11/26/2022] Open
Abstract
Background Neuropsychiatric symptoms (NPS) are increasingly recognized as early non-cognitive manifestations in the Alzheimer’s disease (AD) continuum. However, the role of NPS as an early marker of pathophysiological progression in AD remains unclear. Dominantly inherited AD (DIAD) mutation carriers are young individuals who are destined to develop AD in future due to the full penetrance of the genetic mutation. Hence, the study of DIAD mutation carriers enables the evaluation of the associations between pure AD pathophysiology and metabolic correlates of NPS without the confounding effects of co-existing pathologies. In this longitudinal study, we aimed to identify regional brain metabolic dysfunctions associated with NPS in cognitively intact DIAD mutation carriers. Methods We stratified 221 cognitively intact participants from the Dominantly Inherited Alzheimer’s Network according to their mutation carrier status. The interactions of NPS measured by the Neuropsychiatric Inventory-Questionnaire (NPI-Q), age, and estimated years to symptom onset (EYO) as a function of metabolism measured by [18F]flurodeoxyglucose ([18F]FDG) positron emission tomography, were evaluated by the mixed-effects regression model with family-level random effects in DIAD mutation carriers and non-carriers. Exploratory factor analysis was performed to identify the neuropsychiatric subsyndromes in DIAD mutation carriers using the NPI-Q sub-components. Then the effects of interactions between specific neuropsychiatric subsyndromes and EYO on metabolism were evaluated with the mixed-effects regression model. Results A total of 119 mutation carriers and 102 non-carriers were studied. The interaction of higher NPI-Q and shorter EYO was associated with more rapid declines of global and regional [18F]FDG uptake in the posterior cingulate and ventromedial prefrontal cortices, the bilateral parietal lobes and the right insula in DIAD mutation carriers. The neuropsychiatric subsyndromes of agitation, disinhibition, irritability and depression interacted with the EYO to drive the [18F]FDG uptake decline in the DIAD mutation carriers. The interaction of NPI and EYO was not associated with [18F]FDG uptake in DIAD mutation non-carriers. Conclusions The NPS in cognitively intact DIAD mutation carriers may be a clinical indicator of subsequent metabolic decline in brain networks vulnerable to AD, which supports the emerging conceptual framework that NPS represent early manifestations of neuronal injury in AD. Further studies using different methodological approaches to identify NPS in preclinical AD are needed to validate our findings.
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Affiliation(s)
- Kok Pin Ng
- Alzheimer's Disease Research Unit, McGill Centre for Studies in Aging, McGill University, Montréal, Québec, Canada.,Translational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Montreal, Canada.,Department of Neurology, National Neuroscience Institute, Singapore City, Singapore
| | - Tharick A Pascoal
- Alzheimer's Disease Research Unit, McGill Centre for Studies in Aging, McGill University, Montréal, Québec, Canada.,Translational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Montreal, Canada
| | - Sulantha Mathotaarachchi
- Alzheimer's Disease Research Unit, McGill Centre for Studies in Aging, McGill University, Montréal, Québec, Canada.,Translational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Montreal, Canada
| | - Yiong Huak Chan
- Biostatistics Unit, Yong Loo Lin School of Medicine, National University of Singapore, Singapore City, Singapore
| | - Lai Jiang
- Lady Davis Institute, McGill University, Montreal, Canada.,Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Canada
| | - Joseph Therriault
- Alzheimer's Disease Research Unit, McGill Centre for Studies in Aging, McGill University, Montréal, Québec, Canada.,Translational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Montreal, Canada
| | - Andrea L Benedet
- Alzheimer's Disease Research Unit, McGill Centre for Studies in Aging, McGill University, Montréal, Québec, Canada.,Translational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Montreal, Canada
| | - Monica Shin
- Alzheimer's Disease Research Unit, McGill Centre for Studies in Aging, McGill University, Montréal, Québec, Canada.,Translational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Montreal, Canada
| | - Nagaendran Kandiah
- Department of Neurology, National Neuroscience Institute, Singapore City, Singapore
| | - Celia M T Greenwood
- Lady Davis Institute, McGill University, Montreal, Canada.,Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Canada
| | - Pedro Rosa-Neto
- Alzheimer's Disease Research Unit, McGill Centre for Studies in Aging, McGill University, Montréal, Québec, Canada.,Translational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Montreal, Canada
| | - Serge Gauthier
- Alzheimer's Disease Research Unit, McGill Centre for Studies in Aging, McGill University, Montréal, Québec, Canada. .,Translational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Montreal, Canada.
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27
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Bocanegra Y, Fox-Fuller JT, Baena A, Guzmán-Vélez E, Vila-Castelar C, Martínez J, Torrico-Teave H, Lopera F, Quiroz YT. Association Between Visual Memory and In Vivo Amyloid and Tau Pathology in Preclinical Autosomal Dominant Alzheimer's Disease. J Int Neuropsychol Soc 2021; 27:47-55. [PMID: 32762790 PMCID: PMC8101259 DOI: 10.1017/s1355617720000673] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
OBJECTIVE Visual memory (ViM) declines early in Alzheimer's disease (AD). However, it is unclear whether ViM impairment is evident in the preclinical stage and relates to markers of AD pathology. We examined the relationship between ViM performance and in vivo markers of brain pathology in individuals with autosomal dominant AD (ADAD). METHODS Forty-five cognitively unimpaired individuals from a Colombian kindred with the Presenilin 1 (PSEN1) E280A ADAD mutation (19 carriers and 26 noncarriers) completed the Rey-Osterrieth Complex Figure immediate recall test, a measure of ViM. Cortical amyloid burden and regional tau deposition in the entorhinal cortex (EC) and inferior temporal cortex (IT) were measured using 11C-Pittsburgh compound B positron emission tomography (PET) and 11F-flortaucipir PET, respectively. RESULTS Cognitively unimpaired carriers and noncarriers did not differ on ViM performance. Compared to noncarriers, carriers had higher levels of cortical amyloid and regional tau in both the EC and IT. In cognitively unimpaired carriers, greater cortical amyloid burden, higher levels of regional tau, and greater age were associated with worse ViM performance. Only a moderate correlation between regional tau and ViM performance remained after adjusting for verbal memory scores. None of these correlations were observed in noncarriers. CONCLUSIONS Results suggest that AD pathology and greater age are associated with worse ViM performance in ADAD before the onset of clinical symptoms. Further investigation with larger samples and longitudinal follow-up is needed to examine the utility of ViM measures for identifying individuals at high risk of developing dementia later in life.
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Affiliation(s)
- Yamile Bocanegra
- Grupo de Neurociencias de Antioquia, Universidad de Antioquia, Medellín, Colombia
| | - Joshua T. Fox-Fuller
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Boston University, Boston, MA, USA
| | - Ana Baena
- Grupo de Neurociencias de Antioquia, Universidad de Antioquia, Medellín, Colombia
| | - Edmarie Guzmán-Vélez
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Clara Vila-Castelar
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jairo Martínez
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Heirangi Torrico-Teave
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Francisco Lopera
- Grupo de Neurociencias de Antioquia, Universidad de Antioquia, Medellín, Colombia
| | - Yakeel T. Quiroz
- Grupo de Neurociencias de Antioquia, Universidad de Antioquia, Medellín, Colombia
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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28
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O'Connor A, Weston PSJ, Pavisic IM, Ryan NS, Collins JD, Lu K, Crutch SJ, Alexander DC, Fox NC, Oxtoby NP. Quantitative detection and staging of presymptomatic cognitive decline in familial Alzheimer's disease: a retrospective cohort analysis. Alzheimers Res Ther 2020; 12:126. [PMID: 33023653 PMCID: PMC7539456 DOI: 10.1186/s13195-020-00695-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 09/17/2020] [Indexed: 12/30/2022]
Abstract
BACKGROUND Understanding the earliest manifestations of Alzheimer's disease (AD) is key to realising disease-modifying treatments. Advances in neuroimaging and fluid biomarkers have improved our ability to identify AD pathology in vivo. The critical next step is improved detection and staging of early cognitive change. We studied an asymptomatic familial Alzheimer's disease (FAD) cohort to characterise preclinical cognitive change. METHODS Data included 35 asymptomatic participants at 50% risk of carrying a pathogenic FAD mutation. Participants completed a multi-domain neuropsychology battery. After accounting for sex, age and education, we used event-based modelling to estimate the sequence of cognitive decline in presymptomatic FAD, and uncertainty in the sequence. We assigned individuals to their most likely model stage of cumulative cognitive decline, given their data. Linear regression of estimated years to symptom onset against model stage was used to estimate the timing of preclinical cognitive decline. RESULTS Cognitive change in mutation carriers was first detected in measures of accelerated long-term forgetting, up to 10 years before estimated symptom onset. Measures of subjective cognitive decline also revealed early abnormalities. Our data-driven model demonstrated subtle cognitive impairment across multiple cognitive domains in clinically normal individuals on the AD continuum. CONCLUSIONS Data-driven modelling of neuropsychological test scores has potential to differentiate cognitive decline from cognitive stability and to estimate a fine-grained sequence of decline across cognitive domains and functions, in the preclinical phase of Alzheimer's disease. This can improve the design of future presymptomatic trials by informing enrichment strategies and guiding the selection of outcome measures.
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Affiliation(s)
- Antoinette O'Connor
- Dementia Research Centre, UCL Queen Square Institute Of Neurology, 8-11 Queen Square, London, WC1N 3AR, UK. antoinette.o'
- UK Dementia Research Institute at UCL, UCL, London, UK. antoinette.o'
| | - Philip S J Weston
- Dementia Research Centre, UCL Queen Square Institute Of Neurology, 8-11 Queen Square, London, WC1N 3AR, UK
| | - Ivanna M Pavisic
- Dementia Research Centre, UCL Queen Square Institute Of Neurology, 8-11 Queen Square, London, WC1N 3AR, UK
- UK Dementia Research Institute at UCL, UCL, London, UK
| | - Natalie S Ryan
- Dementia Research Centre, UCL Queen Square Institute Of Neurology, 8-11 Queen Square, London, WC1N 3AR, UK
- UK Dementia Research Institute at UCL, UCL, London, UK
| | - Jessica D Collins
- Dementia Research Centre, UCL Queen Square Institute Of Neurology, 8-11 Queen Square, London, WC1N 3AR, UK
| | - Kirsty Lu
- Dementia Research Centre, UCL Queen Square Institute Of Neurology, 8-11 Queen Square, London, WC1N 3AR, UK
| | - Sebastian J Crutch
- Dementia Research Centre, UCL Queen Square Institute Of Neurology, 8-11 Queen Square, London, WC1N 3AR, UK
| | - Daniel C Alexander
- Department of Computer Science, UCL Centre for Medical Image Computing, 1st Floor, 90 High Holborn, London, WC1V 6LJ, UK
| | - Nick C Fox
- Dementia Research Centre, UCL Queen Square Institute Of Neurology, 8-11 Queen Square, London, WC1N 3AR, UK
- UK Dementia Research Institute at UCL, UCL, London, UK
| | - Neil P Oxtoby
- Department of Computer Science, UCL Centre for Medical Image Computing, 1st Floor, 90 High Holborn, London, WC1V 6LJ, UK.
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Weisman JS, Rodebaugh TL. Testing the efficacy of a brief exercise intervention for enhancing exposure therapy outcomes. J Anxiety Disord 2020; 74:102266. [PMID: 32603996 DOI: 10.1016/j.janxdis.2020.102266] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Revised: 05/17/2020] [Accepted: 06/16/2020] [Indexed: 10/24/2022]
Abstract
Recently, it has been hypothesized that a brief bout of exercise could cognitively enhance extinction learning processes theorized to underlie exposure therapy for pathological anxiety. The present study tested the exercise enhancement hypothesis in a sample of speech-anxious undergraduates (n = 84). During the first laboratory session, participants engaged in either 30 min of moderate-intensity exercise on a cycling ergometer (n = 37) or seated rest (n = 47) immediately following a brief speech exposure trial. They returned approximately one week later to give a follow-up speech. Contrary to expectation, there were no significant between-group differences in memory of a brief word list across four recall trials, which served as a manipulation check. Further, all main effects and interactions involving condition were nonsignificant. Post hoc tests revealed that participants who reported higher average perceived exertion during exercise demonstrated increases in an average anxiety composite across speeches relative to those who reported lower average perceived exertion, indicating that trying hard during the intervention predicted worse exposure trial outcomes. The implications of these findings, as well as future directions for this line of research, are explored.
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Affiliation(s)
- Jaclyn S Weisman
- Department of Psychology, Washington University in St. Louis, St. Louis, MO, USA.
| | - Thomas L Rodebaugh
- Department of Psychology, Washington University in St. Louis, St. Louis, MO, USA
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30
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Aschenbrenner AJ, Petros J, McDade E, Wang G, Balota DA, Benzinger TLS, Cruchaga C, Goate A, Xiong C, Perrin R, Fagan AM, Graff‐Radford N, Ghetti B, Levin J, Weidinger E, Schofield P, Gräber S, Lee J, Chhatwal JP, Morris JC, Bateman R, Hassenstab J. Relationships between big-five personality factors and Alzheimer's disease pathology in autosomal dominant Alzheimer's disease. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2020; 12:e12038. [PMID: 32587883 PMCID: PMC7311802 DOI: 10.1002/dad2.12038] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Accepted: 04/06/2020] [Indexed: 11/25/2022]
Abstract
INTRODUCTION Changes in personality characteristics are associated with the onset of symptoms in Alzheimer's disease (AD) and may even precede clinical diagnosis. However, personality changes caused by disease progression can be difficult to separate from changes that occur with normal aging. The Dominantly Inherited Alzheimer Network (DIAN) provides a unique cohort in which to relate measures of personality traits to in vivo markers of disease in a much younger sample than in typical late onset AD. METHODS Personality traits measured with the International Personality Item Pool at baseline from DIAN participants were analyzed as a function of estimated years to onset of clinical symptoms and well-established AD biomarkers. RESULTS Both neuroticism and conscientiousness were correlated with years to symptom onset and markers of tau pathology in the cerebrospinal fluid. Self-reported conscientiousness and both neuroticism and conscientiousness ratings from a collateral source were correlated with longitudinal rates of cognitive decline such that participants who were rated as higher on neuroticism and lower on conscientiousness exhibited accelerated rates of cognitive decline. DISCUSSION Personality traits are correlated with the accumulation of AD pathology and time to symptom onset, suggesting that AD progression can influence an individual's personality characteristics. Together these findings suggest that measuring neuroticism and conscientiousness may hold utility in tracking disease progression in AD.
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Affiliation(s)
- Andrew J. Aschenbrenner
- Charles F. and Joanne Knight Alzheimer Disease Research CenterDepartment of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
| | - Jennifer Petros
- Charles F. and Joanne Knight Alzheimer Disease Research CenterDepartment of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
| | - Eric McDade
- Charles F. and Joanne Knight Alzheimer Disease Research CenterDepartment of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
| | - Guoqiao Wang
- Division of BiostatisticsWashington University School of MedicineSt. LouisMissouriUSA
| | - David A. Balota
- Department of Psychological and Brain SciencesWashington University in St. LouisSt. LouisMissouriUSA
| | - Tammie LS Benzinger
- Charles F. and Joanne Knight Alzheimer Disease Research CenterDepartment of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
- Department of RadiologyWashington University School of MedicineSt. LouisMissouriUSA
| | - Carlos Cruchaga
- Charles F. and Joanne Knight Alzheimer Disease Research CenterDepartment of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
- Department of PsychiatryWashington University School of MedicineSt. LouisMissouriUSA
| | - Alison Goate
- Department of NeuroscienceIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Chengjie Xiong
- Charles F. and Joanne Knight Alzheimer Disease Research CenterDepartment of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
- Division of BiostatisticsWashington University School of MedicineSt. LouisMissouriUSA
| | - Richard Perrin
- Division of NeuropathologyDepartment of Pathology & ImmunologyWashington University School of MedicineSt. LouisMissouriUSA
| | - Anne M. Fagan
- Charles F. and Joanne Knight Alzheimer Disease Research CenterDepartment of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
| | | | - Bernardino Ghetti
- Department of Pathology and Laboratory MedicineIndiana University School of MedicineIndianapolisIndianaUSA
| | - Johannes Levin
- German Center for Neurodegenerative DiseasesMunichGermany
- Department of NeurologyLudwig‐Maximilians‐Universität MünchenMunichGermany
| | - Endy Weidinger
- German Center for Neurodegenerative DiseasesMunichGermany
- Department of NeurologyLudwig‐Maximilians‐Universität MünchenMunichGermany
| | - Peter Schofield
- Neuroscience Research AustraliaSydneyNew South WalesAustralia
- School of Medical SciencesUniversity of New South WalesSydneyNew South WalesAustralia
| | - Susanne Gräber
- German Center for Neurodegenerative Diseases (DZNE)TübingenGermany
| | - Jae‐Hong Lee
- Department of NeurologyUniversity of Ulsan College of MedicineAsan Medical CenterSeoulKorea
| | | | - John C. Morris
- Charles F. and Joanne Knight Alzheimer Disease Research CenterDepartment of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
| | - Randall Bateman
- Charles F. and Joanne Knight Alzheimer Disease Research CenterDepartment of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
| | - Jason Hassenstab
- Charles F. and Joanne Knight Alzheimer Disease Research CenterDepartment of NeurologyWashington University School of MedicineSt. LouisMissouriUSA
- Department of Psychological and Brain SciencesWashington University in St. LouisSt. LouisMissouriUSA
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Rios-Romenets S, Lopera F, Sink KM, Hu N, Lian Q, Guthrie H, Smith J, Cho W, Mackey H, Langbaum JB, Thomas RG, Giraldo-Chica M, Tobon C, Acosta-Baena N, Muñoz C, Ospina P, Tirado V, Henao E, Bocanegra Y, Chen K, Su Y, Goradia D, Thiyyagura P, VanGilder PS, Luo J, Ghisays V, Lee W, Malek-Ahmadi MH, Protas HD, Chen Y, Quiroz YT, Reiman EM, Tariot PN. Baseline demographic, clinical, and cognitive characteristics of the Alzheimer's Prevention Initiative (API) Autosomal-Dominant Alzheimer's Disease Colombia Trial. Alzheimers Dement 2020; 16:1023-1030. [PMID: 32418361 PMCID: PMC7819133 DOI: 10.1002/alz.12109] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 01/26/2020] [Accepted: 02/21/2020] [Indexed: 01/22/2023]
Abstract
INTRODUCTION The API AutosomalDominant AD (ADAD) Colombia Trial is a placebo-controlled clinical trial of crenezumab in 252 cognitively unimpaired 30 to 60-year-old Presenilin 1 (PSEN1) E280A kindred members, including mutation carriers randomized to active treatment or placebo and non-carriers who receive placebo. METHODS Of the 252 enrolled, we present data on a total of 242 mutation carriers and non-carriers matched by age range, excluding data on 10 participants to protect participant confidentiality, genetic status, and trial integrity. RESULTS We summarize demographic, clinical, cognitive, and behavioral data from 167 mutation carriers and 75 non-carriers, 30 to 53 years of age. Carriers were significantly younger than non-carriers ((mean age ± SD) 37 ± 5 vs 42 ± 6), had significantly lower Mini Mental Status Exam (MMSE) scores (28.8 ± 1.4 vs 29.2 ± 1.0), and had consistently lower memory scores. DISCUSSION Although PSEN1 E280A mutation carriers in the Trial are cognitively unimpaired, they have slightly lower MMSE and memory scores than non-carriers. Their demographic characteristics are representative of the local population.
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Affiliation(s)
| | - Francisco Lopera
- Neurosciences Group of Antioquia/University of Antioquia, Medellin, Colombia
| | - Kaycee M Sink
- Genentech Inc., South San Francisco, California, USA
| | - Nan Hu
- Genentech Inc., South San Francisco, California, USA
| | - Qinshu Lian
- Genentech Inc., South San Francisco, California, USA
| | | | | | - William Cho
- Genentech Inc., South San Francisco, California, USA
| | - Howard Mackey
- Genentech Inc., South San Francisco, California, USA
| | | | | | | | - Carlos Tobon
- Neurosciences Group of Antioquia/University of Antioquia, Medellin, Colombia
| | | | - Claudia Muñoz
- Neurosciences Group of Antioquia/University of Antioquia, Medellin, Colombia
| | - Paula Ospina
- Neurosciences Group of Antioquia/University of Antioquia, Medellin, Colombia
| | - Victoria Tirado
- Neurosciences Group of Antioquia/University of Antioquia, Medellin, Colombia
| | - Eliana Henao
- Neurosciences Group of Antioquia/University of Antioquia, Medellin, Colombia
| | - Yamile Bocanegra
- Neurosciences Group of Antioquia/University of Antioquia, Medellin, Colombia
| | - Kewei Chen
- Banner Alzheimer's Institute, Phoenix, Arizona, USA
| | - Yi Su
- Banner Alzheimer's Institute, Phoenix, Arizona, USA
| | | | | | | | - Ji Luo
- Banner Alzheimer's Institute, Phoenix, Arizona, USA
| | | | - Wendy Lee
- Banner Alzheimer's Institute, Phoenix, Arizona, USA
| | | | | | - Yinghua Chen
- Banner Alzheimer's Institute, Phoenix, Arizona, USA
| | - Yakeel T Quiroz
- Harvard Medical School and Massachusetts General Hospital, Boston, Massachusetts, USA
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- Neurosciences Group of Antioquia/University of Antioquia, Medellin, Colombia
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Barthélemy NR, Li Y, Joseph-Mathurin N, Gordon BA, Hassenstab J, Benzinger TLS, Buckles V, Fagan AM, Perrin RJ, Goate AM, Morris JC, Karch CM, Xiong C, Allegri R, Mendez PC, Berman SB, Ikeuchi T, Mori H, Shimada H, Shoji M, Suzuki K, Noble J, Farlow M, Chhatwal J, Graff-Radford NR, Salloway S, Schofield PR, Masters CL, Martins RN, O'Connor A, Fox NC, Levin J, Jucker M, Gabelle A, Lehmann S, Sato C, Bateman RJ, McDade E. A soluble phosphorylated tau signature links tau, amyloid and the evolution of stages of dominantly inherited Alzheimer's disease. Nat Med 2020; 26:398-407. [PMID: 32161412 PMCID: PMC7309367 DOI: 10.1038/s41591-020-0781-z] [Citation(s) in RCA: 342] [Impact Index Per Article: 85.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2019] [Accepted: 01/30/2020] [Indexed: 12/31/2022]
Abstract
Development of tau-based therapies for Alzheimer's disease requires an understanding of the timing of disease-related changes in tau. We quantified the phosphorylation state at multiple sites of the tau protein in cerebrospinal fluid markers across four decades of disease progression in dominantly inherited Alzheimer's disease. We identified a pattern of tau staging where site-specific phosphorylation changes occur at different periods of disease progression and follow distinct trajectories over time. These tau phosphorylation state changes are uniquely associated with structural, metabolic, neurodegenerative and clinical markers of disease, and some (p-tau217 and p-tau181) begin with the initial increases in aggregate amyloid-β as early as two decades before the development of aggregated tau pathology. Others (p-tau205 and t-tau) increase with atrophy and hypometabolism closer to symptom onset. These findings provide insights into the pathways linking tau, amyloid-β and neurodegeneration, and may facilitate clinical trials of tau-based treatments.
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Affiliation(s)
- Nicolas R Barthélemy
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Yan Li
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA.,Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO, USA
| | - Nelly Joseph-Mathurin
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Brian A Gordon
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Jason Hassenstab
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Tammie L S Benzinger
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Virginia Buckles
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Anne M Fagan
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Richard J Perrin
- Department of Pathology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Alison M Goate
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - John C Morris
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Celeste M Karch
- Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO, USA
| | - Chengjie Xiong
- Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO, USA
| | - Ricardo Allegri
- Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina
| | - Patricio Chrem Mendez
- Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina
| | - Sarah B Berman
- University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | | | | | | | | | | | - James Noble
- Columbia University, College of Physicians and Surgeons, New York, NY, USA
| | - Martin Farlow
- Department of Neurology, Indiana University, Indianapolis, IN, USA
| | - Jasmeer Chhatwal
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Stephen Salloway
- Butler Hospital, Providence, RI, USA.,Brown University, Providence, RI, USA
| | - Peter R Schofield
- Neuroscience Research Australia, Sydney, New South Wales, Australia.,School of Medical Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Colin L Masters
- The Florey Institute of Neuroscience and Mental Health, Melbourne, Victoria, Australia.,University of Melbourne, Melbourne, Victoria, Australia
| | | | - Antoinette O'Connor
- Dementia Research Centre, Institute of Neurology, University College London, London, UK
| | - Nick C Fox
- Dementia Research Centre, Institute of Neurology, University College London, London, UK
| | - Johannes Levin
- German Center for Neurodegenerative Diseases (DZNE) Munich, Munich, Germany.,Department of Neurology, Ludwig-Maximilians Universität München, Munich, Germany.,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Mathias Jucker
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany.,Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Audrey Gabelle
- Laboratoire de Biochimie et Protéomique Clinique and CRB, INSERM-UM, CHU Montpellier, Montpellier, France, Montpellier, France
| | - Sylvain Lehmann
- Laboratoire de Biochimie et Protéomique Clinique and CRB, INSERM-UM, CHU Montpellier, Montpellier, France, Montpellier, France
| | - Chihiro Sato
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Randall J Bateman
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA.
| | - Eric McDade
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA.
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Ng KP, Richard-Devantoy S, Bertrand JA, Jiang L, Pascoal TA, Mathotaarachchi S, Therriault J, Yatawara C, Kandiah N, Greenwood CMT, Rosa-Neto P, Gauthier S. Suicidal ideation is common in autosomal dominant Alzheimer's disease at-risk persons. Int J Geriatr Psychiatry 2020; 35:60-68. [PMID: 31642105 PMCID: PMC7232741 DOI: 10.1002/gps.5215] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Accepted: 09/15/2019] [Indexed: 11/08/2022]
Abstract
OBJECTIVES To study the frequency of suicidal ideation and its association with clinical and neurobiological correlates among cognitively intact autosomal dominant Alzheimer's disease (ADAD) at-risk individuals. METHODS/DESIGN In a cross-sectional study of 183 ADAD at-risk individuals (91 mutation carriers and 92 noncarriers), we compared the frequency of suicidal ideation among carriers and noncarriers. Linear mixed-effects models with family-level random effects evaluated the relationships between geriatric depression scale (GDS), neuropsychiatric inventory-questionnaire (NPI-Q), and suicidal ideation scores among all ADAD at-risk individuals. An interaction term was added to the regression models to evaluate the interactions of suicidal ideation and mutation status on neuropsychiatric symptoms. RESULTS Twenty-six (14.20%) ADAD at-risk individuals (13 [14.28%] carriers and 13 [14.13%] noncarriers) had suicidal ideation. The frequency of suicidal ideation did not differ between carriers and noncarriers. Suicidal ideation was associated with higher GDS among all ADAD at-risk individuals. When stratified into mutation carrier status, noncarriers with suicidal ideation had higher GDS than carriers. There was no statistically significant association between suicidal ideation and NPI-Q among ADAD at-risk individuals. Awareness of mutation status, neuropsychological performances, and cerebrospinal fluid AD biomarkers were not associated with suicidal ideation among carriers and noncarriers. CONCLUSIONS Suicidal ideation is common among cognitively intact ADAD at-risk individuals. While ADAD at-risk individuals with suicidal ideation have greater depressive symptoms, noncarriers with suicidal ideation have higher GDS scores than carriers. Interestingly, awareness of the mutation status was not associated with suicidal ideation in our study. Early identification of suicidal thoughts can facilitate timely interventions to prevent suicidal behaviours. Keywords autosomal dominant Alzheimer's diseasedominantly inherited Alzheimer's networkneuropsychiatric symptomssuicidal ideation.
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Affiliation(s)
- Kok Pin Ng
- Alzheimer's Disease Research Unit, McGill Centre for Studies in Aging, McGill University, Québec, Canada
- Department of Neurology, National Neuroscience Institute, Singapore
- Translational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Québec, Canada
| | - Stéphane Richard-Devantoy
- Department of Psychiatry & Douglas Mental Health University Institute, McGill Group for Suicide Studies, McGill University, Québec, Montréal, Canada
- CISSS des Laurentides, Quebec, Canada
| | - Josie-Anne Bertrand
- Douglas Research Center, Douglas Mental Health University Institute, Québec, Canada
| | - Lai Jiang
- Lady Davis Institute, McGill University, Québec, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Québec, Canada
| | - Tharick A Pascoal
- Alzheimer's Disease Research Unit, McGill Centre for Studies in Aging, McGill University, Québec, Canada
- Translational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Québec, Canada
| | - Sulantha Mathotaarachchi
- Alzheimer's Disease Research Unit, McGill Centre for Studies in Aging, McGill University, Québec, Canada
- Translational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Québec, Canada
| | - Joseph Therriault
- Alzheimer's Disease Research Unit, McGill Centre for Studies in Aging, McGill University, Québec, Canada
- Translational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Québec, Canada
| | | | | | - Celia M T Greenwood
- Lady Davis Institute, McGill University, Québec, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Québec, Canada
| | - Pedro Rosa-Neto
- Alzheimer's Disease Research Unit, McGill Centre for Studies in Aging, McGill University, Québec, Canada
- Translational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Québec, Canada
| | - Serge Gauthier
- Alzheimer's Disease Research Unit, McGill Centre for Studies in Aging, McGill University, Québec, Canada
- Translational Neuroimaging Laboratory, The McGill University Research Centre for Studies in Aging, Québec, Canada
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Aschenbrenner AJ, James BD, McDade E, Wang G, Lim YY, Benzinger TLS, Cruchaga C, Goate A, Xiong C, Perrin R, Buckles V, Allegri R, Berman SB, Chhatwal JP, Fagan A, Farlow M, O’Connor A, Ghetti B, Graff-Radford N, Goldman J, Gräber S, Karch CM, Lee JH, Levin J, Martins RN, Masters C, Mori H, Noble J, Salloway S, Schofield P, Morris JC, Bateman R, Hassenstab J. Awareness of genetic risk in the Dominantly Inherited Alzheimer Network (DIAN). Alzheimers Dement 2020; 16:219-228. [PMID: 31914221 PMCID: PMC7206736 DOI: 10.1002/alz.12010] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Revised: 10/14/2019] [Accepted: 10/31/2019] [Indexed: 11/06/2022]
Abstract
INTRODUCTION Although some members of families with autosomal dominant Alzheimer's disease mutations learn their mutation status, most do not. How knowledge of mutation status affects clinical disease progression is unknown. This study quantifies the influence of mutation awareness on clinical symptoms, cognition, and biomarkers. METHODS Mutation carriers and non-carriers from the Dominantly Inherited Alzheimer Network (DIAN) were stratified based on knowledge of mutation status. Rates of change on standard clinical, cognitive, and neuroimaging outcomes were examined. RESULTS Mutation knowledge had no associations with cognitive decline, clinical progression, amyloid deposition, hippocampal volume, or depression in either carriers or non-carriers. Carriers who learned their status mid-study had slightly higher levels of depression and lower cognitive scores. DISCUSSION Knowledge of mutation status does not affect rates of change on any measured outcome. Learning of status mid-study may confer short-term changes in cognitive functioning, or changes in cognition may influence the determination of mutation status.
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Affiliation(s)
- Andrew J. Aschenbrenner
- Charles F. and Joanne Knight Alzheimer’s Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Bryan D. James
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Department of Internal Medicine, Chicago, IL, USA
| | - Eric McDade
- Charles F. and Joanne Knight Alzheimer’s Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Guoqiao Wang
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA
| | - Yen Ying Lim
- The Florey Institute of Neuroscience and Mental Health, Parkville, Victoria, Australia
| | - Tammie LS Benzinger
- Charles F. and Joanne Knight Alzheimer’s Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
- Department of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Carlos Cruchaga
- Charles F. and Joanne Knight Alzheimer’s Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Alison Goate
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Chengjie Xiong
- Charles F. and Joanne Knight Alzheimer’s Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA
| | - Richard Perrin
- Division of Neuropathology, Department of Pathology & Immunology Washington University School of Medicine, St. Louis, MO, USA
| | - Virginia Buckles
- Charles F. and Joanne Knight Alzheimer’s Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | | | - Sarah B. Berman
- Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jasmeer P. Chhatwal
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Anne Fagan
- Charles F. and Joanne Knight Alzheimer’s Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Martin Farlow
- Department of Neurology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Antoinette O’Connor
- Dementia Research Centre, Queen Square Institute of Neurology, University College London, London, UK
| | - Bernardino Ghetti
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | | | - Jill Goldman
- Department of Neurology, Columbia University, New York, NY, USA
| | - Susanne Gräber
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Celeste M. Karch
- Charles F. and Joanne Knight Alzheimer’s Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Jae-Hong Lee
- Department of Neurology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Johannes Levin
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany; Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Ralph N. Martins
- Centre of Excellence for Alzheimer’s Disease Research and Care, School of Medical and Health Sciences, Edith Cowan University, Perth, Australia; Department of Biomedical Sciences, Macquarie University, Sydney, NSW, Australia
| | - Colin Masters
- The Florey Institute of Neuroscience and Mental Health, Parkville, Victoria, Australia
| | - Hiroshi Mori
- Osaka City University Medical School, Asahi Machi, Abenoku, Osaka, Japan
| | - James Noble
- Department of Neurology, Columbia University, New York, NY, USA
| | - Stephen Salloway
- Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI
| | - Peter Schofield
- Neuroscience Research Australia, Sydney, NSW, Australia; School of Medical Sciences, University of New South Wales, Sydney, NSW, Australia
| | - John C. Morris
- Charles F. and Joanne Knight Alzheimer’s Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Randall Bateman
- Charles F. and Joanne Knight Alzheimer’s Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Jason Hassenstab
- Charles F. and Joanne Knight Alzheimer’s Disease Research Center, Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
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35
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Wang G, Aschenbrenner AJ, Li Y, McDade E, Liu L, Benzinger TLS, Bateman RJ, Morris JC, Hassenstab JJ, Xiong C. Two-period linear mixed effects models to analyze clinical trials with run-in data when the primary outcome is continuous: Applications to Alzheimer's disease. ALZHEIMER'S & DEMENTIA (NEW YORK, N. Y.) 2019; 5:450-457. [PMID: 31517032 PMCID: PMC6732759 DOI: 10.1016/j.trci.2019.07.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Introduction Study outcomes can be measured repeatedly based on the clinical trial protocol before randomization during what is known as the “run-in” period. However, it has not been established how best to incorporate run-in data into the primary analysis of the trial. Methods We proposed two-period (run-in period and randomization period) linear mixed effects models to simultaneously model the run-in data and the postrandomization data. Results Compared with the traditional models, the two-period linear mixed effects models can increase the power up to 15% and yield similar power for both unequal randomization and equal randomization. Discussion Given that analysis of run-in data using the two-period linear mixed effects models allows more participants (unequal randomization) to be on the active treatment with similar power to that of the equal-randomization trials, it may reduce the dropout by assigning more participants to the active treatment and thus improve the efficiency of AD clinical trials.
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Affiliation(s)
- Guoqiao Wang
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA
| | | | - Yan Li
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Eric McDade
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Lei Liu
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA
| | - Tammie L S Benzinger
- Department of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Randall J Bateman
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - John C Morris
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Jason J Hassenstab
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA.,Department of Psychological and Brain Sciences, Washington University School of Medicine, St. Louis, MO, USA
| | - Chengjie Xiong
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA
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Xiong C, Luo J, Agboola F, Li Y, Albert M, Johnson SC, Koscik RL, Masters CL, Soldan A, Villemagne VL, Li QX, McDade EM, Fagan AM, Massoumzadeh P, Benzinger T, Hassenstab J, Bateman RJ, Morris JC. A harmonized longitudinal biomarkers and cognition database for assessing the natural history of preclinical Alzheimer's disease from young adulthood and for designing prevention trials. Alzheimers Dement 2019; 15:1448-1457. [PMID: 31506247 DOI: 10.1016/j.jalz.2019.06.4955] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Revised: 05/17/2019] [Accepted: 06/16/2019] [Indexed: 11/27/2022]
Abstract
INTRODUCTION Large longitudinal biomarkers database focusing on middle age is needed for Alzheimer's disease (AD) prevention. METHODS Data for cerebrospinal fluid analytes, molecular imaging of cerebral fibrillar β-amyloid with positron emission tomography, magnetic resonance imaging-based brain structures, and clinical/cognitive outcomes were harmonized across eight AD biomarker studies. Statistical power was estimated. RESULTS The harmonized database included 7779 participants with clinical/cognitive data: 3542 were 18∼65 years at the baseline, 5865 had longitudinal cognitive data for a median of 4.7 years, 2473 participated in the cerebrospinal fluid studies (906 had longitudinal data), 2496 participated in the magnetic resonance imaging studies (1283 had longitudinal data), and 1498 participated in the positron emission tomography amyloid studies (849 had longitudinal data). The database provides adequate power for detecting early biomarker changes, and demonstrates the feasibility of AD prevention trials on middle-aged individuals. DISCUSSION The harmonized database is an optimum resource to design AD prevention trials decades before symptomatic onset.
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Affiliation(s)
- Chengjie Xiong
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA; Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA.
| | - Jingqin Luo
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA; Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA; Siteman Cancer Center Biostatistics Core Washington University School of Medicine, St. Louis, MO, USA
| | - Folasade Agboola
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA; Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Yan Li
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Marilyn Albert
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sterling C Johnson
- Wisconsin Alzheimer's Institute and Alzheimer's Disease Research Center, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI, USA; Geriatric Research Education and Clinical Center, William S Middleton Veterans Memorial Hospital, Madison, WI, USA
| | - Rebecca L Koscik
- Wisconsin Alzheimer's Institute and Alzheimer's Disease Research Center, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI, USA
| | - Colin L Masters
- The Florey Institute, University of Melbourne, Melbourne, Australia
| | - Anja Soldan
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Victor L Villemagne
- Department of Molecular Imaging & Therapy, Austin Health, Heidelberg, Australia; Department of Medicine, University of Melbourne, Melbourne, Australia
| | - Qiao-Xin Li
- The Florey Institute, University of Melbourne, Melbourne, Australia
| | - Eric M McDade
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Anne M Fagan
- Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Parinaz Massoumzadeh
- Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA; Department of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Tammie Benzinger
- Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA; Department of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Jason Hassenstab
- Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Randall J Bateman
- Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - John C Morris
- Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA; Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA; Departments of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
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Guzmán-Vélez E, Jaimes S, Aguirre-Acevedo DC, Norton DJ, Papp KV, Amariglio R, Rentz D, Baena A, Henao E, Tirado V, Muñoz C, Giraldo M, Sperling RA, Lopera F, Quiroz YT. A Three-Factor Structure of Cognitive Functioning Among Unimpaired Carriers and Non-Carriers of Autosomal-Dominant Alzheimer's Disease. J Alzheimers Dis 2019; 65:107-115. [PMID: 30040714 DOI: 10.3233/jad-180078] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
BACKGROUND There is a need to find cognitive markers that can help identify individuals at risk for Alzheimer's disease (AD), and that can be used to reliably measure cognitive decline. OBJECTIVE We tested whether a theoretically driven three-factor structure would characterize cognitive functioning in individuals who are genetically-determined to develop AD due to a mutation in Presenilin-1 (PSEN1) gene. We also examined whether these factors could distinguish cognitively unimpaired PSEN1 mutation carriers from age-matched non-carrier family members. METHODS 1,395 cognitively unimpaired members of a Colombian kindred with the PSEN1 E280A mutation were included in the study. A confirmatory factor analysis examined the fit of the three-factor model comprising episodic memory (MMSE memory recall, CERAD-COL Word list recall, and Constructional praxis recall), executive function (Phonemic fluency and WCST perseverative errors), and psychomotor processing speed (TMT-A and WAIS-III Digit Symbol). RESULTS The three-factor model provided an excellent fit for all participants (p = 0.24; RMSEA = 0.01). Further, the episodic memory (p = 0.0004, d = 0.25) and executive functioning (p = 0.001, d = 0.18) factors distinguished cognitively unimpaired carriers from non-carriers. The episodic memory factor provided the earliest indication of preclinical cognitive decline at 35 years of age, nine years before individuals' estimated age of clinical onset. CONCLUSIONS The three theoretically derived cognitive factors provide a reliable measure of cognition and may be useful for the early detection of AD, as well as for measuring disease progression. However, longitudinal studies are needed to confirm that these factors can be used to track the progression of cognitive decline in preclinical AD.
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Affiliation(s)
- Edmarie Guzmán-Vélez
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Sehily Jaimes
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Daniel C Aguirre-Acevedo
- Grupo Académico de Epidemiología Clínica, School of Medicine, University of Antioquia, Medellín, Colombia.,Grupo de Neurociencias de Antioquia, School of Medicine, University of Antioquia, Medellín, Colombia
| | - Daniel J Norton
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Kathryn V Papp
- Department of Neurology, Center for Alzheimer Research and Treatment, Brigham and Women's Hospital, Boston, MA, USA.,Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Rebecca Amariglio
- Department of Neurology, Center for Alzheimer Research and Treatment, Brigham and Women's Hospital, Boston, MA, USA.,Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Dorene Rentz
- Department of Neurology, Center for Alzheimer Research and Treatment, Brigham and Women's Hospital, Boston, MA, USA.,Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ana Baena
- Grupo de Neurociencias de Antioquia, School of Medicine, University of Antioquia, Medellín, Colombia
| | - Eliana Henao
- Grupo de Neurociencias de Antioquia, School of Medicine, University of Antioquia, Medellín, Colombia
| | - Victoria Tirado
- Grupo de Neurociencias de Antioquia, School of Medicine, University of Antioquia, Medellín, Colombia
| | - Claudia Muñoz
- Grupo de Neurociencias de Antioquia, School of Medicine, University of Antioquia, Medellín, Colombia
| | - Margarita Giraldo
- Grupo de Neurociencias de Antioquia, School of Medicine, University of Antioquia, Medellín, Colombia
| | - Reisa A Sperling
- Department of Neurology, Center for Alzheimer Research and Treatment, Brigham and Women's Hospital, Boston, MA, USA.,Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Francisco Lopera
- Grupo de Neurociencias de Antioquia, School of Medicine, University of Antioquia, Medellín, Colombia
| | - Yakeel T Quiroz
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.,Grupo de Neurociencias de Antioquia, School of Medicine, University of Antioquia, Medellín, Colombia.,Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Almkvist O, Rodriguez-Vieitez E, Thordardottir S, Nordberg A, Viitanen M, Lannfelt L, Graff C. Longitudinal cognitive decline in autosomal-dominant Alzheimer's disease varies with mutations in APP and PSEN1 genes. Neurobiol Aging 2019; 82:40-47. [PMID: 31386938 DOI: 10.1016/j.neurobiolaging.2019.06.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 06/16/2019] [Accepted: 06/28/2019] [Indexed: 12/11/2022]
Abstract
The purpose was to compare longitudinal cognitive changes in APP and PSEN1 gene mutation carriers and noncarriers from four autosomal-dominant Alzheimer's disease (ADAD) families across preclinical and early clinical stages of disease. Carriers (n = 34) with four different mutations (PSEN1M146V, PSEN1H163Y, APPSWE, and APPARC) and noncarriers (n = 41) were followed up longitudinally with repeated cognitive assessments starting many years before the expected clinical onset. The relationship between cognition and years to expected clinical onset, education, age, and type of mutation was analyzed using mixed-effects models. Results showed an education-dependent and time-related cognitive decline with linear and quadratic predictors in mutation carriers. Cognitive decline began close to the expected clinical onset and was relatively rapid afterward in PSEN1 mutation carriers, whereas decline was slower and started earlier than 10 years before expected clinical onset in APP mutation carriers. In noncarriers, the decline was minimal across time in accordance with normal aging. These results suggest that phenotypes for onset and rate of cognitive decline vary with PSEN1 and APP genes, suggesting a behavioral heterogeneity in ADAD.
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Affiliation(s)
- Ove Almkvist
- Division of Clinical Geriatrics, Department of Neurobiology Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.
| | - Elena Rodriguez-Vieitez
- Division of Clinical Geriatrics, Department of Neurobiology Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | - Steinunn Thordardottir
- Division of Neurogeriatrics, Department of Neurobiology Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | - Agneta Nordberg
- Division of Clinical Geriatrics, Department of Neurobiology Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | - Matti Viitanen
- Division of Clinical Geriatrics, Department of Neurobiology Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | - Lars Lannfelt
- Division of Geriatrics, Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden
| | - Caroline Graff
- Division of Neurogeriatrics, Department of Neurobiology Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
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Staging biomarkers in preclinical autosomal dominant Alzheimer's disease by estimated years to symptom onset. Alzheimers Dement 2019; 15:506-514. [PMID: 30773445 DOI: 10.1016/j.jalz.2018.12.008] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Revised: 11/15/2018] [Accepted: 12/02/2018] [Indexed: 01/11/2023]
Abstract
INTRODUCTION Staging preclinical Alzheimer disease (AD) by the expected years to symptom onset (EYO) in autosomal dominant AD (ADAD) through biomarker correlations is important. METHODS We estimated the correlation matrix between EYO/cognition and imaging/CSF biomarkers, and searched for the EYO cutoff where a change in the correlations occurred before and after the cutoff among the asymptomatic mutation carriers of ADAD. We then estimated the longitudinal rate of change for biomarkers/cognition within each preclinical stage defined by the EYO. RESULTS Based on the change in the correlations, the preclinical ADAD was divided by EYOs -7 and -13 years. Mutation carriers demonstrated a temporal ordering of biomarker/cognition changes across the three preclinical stages. DISCUSSION Duration of each preclinical stage can be estimated in ADAD, facilitating better planning of prevention trials with the EYO cutoffs under the recently released FDA guidance. The generalization of these results to sporadic AD warrants further investigation.
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40
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Wang G, Xiong C, McDade EM, Hassenstab J, Aschenbrenner AJ, Fagan AM, Benzinger TL, Gordon BA, Morris JC, Li Y, Bateman RJ. Simultaneously evaluating the effect of baseline levels and longitudinal changes in disease biomarkers on cognition in dominantly inherited Alzheimer's disease. ALZHEIMER'S & DEMENTIA (NEW YORK, N. Y.) 2018; 4:669-676. [PMID: 30569014 PMCID: PMC6288312 DOI: 10.1016/j.trci.2018.10.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
INTRODUCTION As the role of biomarkers is increasing in Alzheimer's disease (AD) clinical trials, it is critical to use a comprehensive temporal biomarker profile that reflects both baseline and longitudinal assessments to establish a more precise association between the change in biomarkers and change in cognition. Because age of onset of dementia symptoms is highly predictable, and there are relatively few age-related comorbidities, the Dominantly Inherited Alzheimer Network autosomal dominant AD population affords a unique opportunity to investigate these relationships in a well-characterized population. METHODS A novel joint statistical model was used to simultaneously evaluate how a comprehensive AD biomarker profile predicts change in cognition using amyloid positron emission tomography (PET), CSF Aβ42, CSF total tau and Ptau181, cortical metabolism using [F-18] fluorodeoxyglucose-PET, and hippocampal volume from participants enrolled in the Dominantly Inherited Alzheimer Network (n = 262) with mean (SD) duration of follow-up of 2.7 (1.2) years. RESULTS Baseline amyloid PET levels and CSF biomarkers were associated with change in cognition in contrast to the rate of change of brain metabolism and hippocampal volume, which predicted change in cognition. CONCLUSIONS This study suggests that the baseline value of amyloid PET and CSF Aβ42 measures may be useful for screening participants for AD trials; however, brain hippocampus atrophy and hypometabolism are only useful as repeated longitudinal assessments for tracking cognition and disease progression. This suggests that measures of amyloid plaques predict future cognitive decline, but only longitudinal measures of neurodegeneration correlate with cognitive decline. The novel statistical model used in this study can be easily applied to any pair of outcomes and has potential to be widely used by the AD research community.
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Affiliation(s)
- Guoqiao Wang
- Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO, USA
| | - Chengjie Xiong
- Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO, USA
| | - Eric M. McDade
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Jason Hassenstab
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | | | - Anne M. Fagan
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Tammie L.S. Benzinger
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Brian A. Gordon
- Department of Radiology, Washington University School of Medicine, Saint Louis, MO, USA
| | - John C. Morris
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Yan Li
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
| | - Randall J. Bateman
- Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA
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Suárez-Calvet M, Capell A, Araque Caballero MÁ, Morenas-Rodríguez E, Fellerer K, Franzmeier N, Kleinberger G, Eren E, Deming Y, Piccio L, Karch CM, Cruchaga C, Paumier K, Bateman RJ, Fagan AM, Morris JC, Levin J, Danek A, Jucker M, Masters CL, Rossor MN, Ringman JM, Shaw LM, Trojanowski JQ, Weiner M, Ewers M, Haass C. CSF progranulin increases in the course of Alzheimer's disease and is associated with sTREM2, neurodegeneration and cognitive decline. EMBO Mol Med 2018; 10:e9712. [PMID: 30482868 PMCID: PMC6284390 DOI: 10.15252/emmm.201809712] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Revised: 10/19/2018] [Accepted: 10/22/2018] [Indexed: 12/12/2022] Open
Abstract
Progranulin (PGRN) is predominantly expressed by microglia in the brain, and genetic and experimental evidence suggests a critical role in Alzheimer's disease (AD). We asked whether PGRN expression is changed in a disease severity-specific manner in AD We measured PGRN in cerebrospinal fluid (CSF) in two of the best-characterized AD patient cohorts, namely the Dominant Inherited Alzheimer's Disease Network (DIAN) and the Alzheimer's Disease Neuroimaging Initiative (ADNI). In carriers of AD causing dominant mutations, cross-sectionally assessed CSF PGRN increased over the course of the disease and significantly differed from non-carriers 10 years before the expected symptom onset. In late-onset AD, higher CSF PGRN was associated with more advanced disease stages and cognitive impairment. Higher CSF PGRN was associated with higher CSF soluble TREM2 (triggering receptor expressed on myeloid cells 2) only when there was underlying pathology, but not in controls. In conclusion, we demonstrate that, although CSF PGRN is not a diagnostic biomarker for AD, it may together with sTREM2 reflect microglial activation during the disease.
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Affiliation(s)
- Marc Suárez-Calvet
- Chair of Metabolic Biochemistry, Biomedical Center (BMC), Faculty of Medicine, Ludwig-Maximilians-Universität München, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE) Munich, Munich, Germany
| | - Anja Capell
- Chair of Metabolic Biochemistry, Biomedical Center (BMC), Faculty of Medicine, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Miguel Ángel Araque Caballero
- Institute for Stroke and Dementia Research, Klinikum der Universität München, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Estrella Morenas-Rodríguez
- Chair of Metabolic Biochemistry, Biomedical Center (BMC), Faculty of Medicine, Ludwig-Maximilians-Universität München, Munich, Germany
- Department of Neurology, Institut d'Investigacions Biomèdiques, Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Barcelona, Catalonia, Spain
| | - Katrin Fellerer
- Chair of Metabolic Biochemistry, Biomedical Center (BMC), Faculty of Medicine, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Nicolai Franzmeier
- Institute for Stroke and Dementia Research, Klinikum der Universität München, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Gernot Kleinberger
- Chair of Metabolic Biochemistry, Biomedical Center (BMC), Faculty of Medicine, Ludwig-Maximilians-Universität München, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Erden Eren
- Chair of Metabolic Biochemistry, Biomedical Center (BMC), Faculty of Medicine, Ludwig-Maximilians-Universität München, Munich, Germany
- Izmir International Biomedicine and Genome Institute Dokuz, Eylul University, Izmir, Turkey
- Department of Neuroscience, Institute of Health Sciences, Dokuz Eylul University, Izmir, Turkey
| | - Yuetiva Deming
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Laura Piccio
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
- Hope Center for Neurological Disorders, Washington University in St. Louis, St. Louis, MO, USA
| | - Celeste M Karch
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
- Hope Center for Neurological Disorders, Washington University in St. Louis, St. Louis, MO, USA
- Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Carlos Cruchaga
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
- Hope Center for Neurological Disorders, Washington University in St. Louis, St. Louis, MO, USA
- Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Katrina Paumier
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
- Hope Center for Neurological Disorders, Washington University in St. Louis, St. Louis, MO, USA
- Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Randall J Bateman
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
- Hope Center for Neurological Disorders, Washington University in St. Louis, St. Louis, MO, USA
- Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Anne M Fagan
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
- Hope Center for Neurological Disorders, Washington University in St. Louis, St. Louis, MO, USA
- Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO, USA
| | - John C Morris
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
- Hope Center for Neurological Disorders, Washington University in St. Louis, St. Louis, MO, USA
- Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Johannes Levin
- German Center for Neurodegenerative Diseases (DZNE) Munich, Munich, Germany
- Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Adrian Danek
- Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Mathias Jucker
- German Center for Neurodegenerative Diseases (DZNE) Tübingen, Tübingen, Germany
- Department of Cellular Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Colin L Masters
- The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, Vic., Australia
| | - Martin N Rossor
- Dementia Research Centre, UCL Institute of Neurology, London, UK
| | - John M Ringman
- Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Leslie M Shaw
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Center for Neurodegenerative Disease Research, Institute on Aging, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - John Q Trojanowski
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Center for Neurodegenerative Disease Research, Institute on Aging, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Michael Weiner
- University of California at San Francisco, San Francisco, CA, USA
| | - Michael Ewers
- Institute for Stroke and Dementia Research, Klinikum der Universität München, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Christian Haass
- Chair of Metabolic Biochemistry, Biomedical Center (BMC), Faculty of Medicine, Ludwig-Maximilians-Universität München, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE) Munich, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
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Bussy A, Snider BJ, Coble D, Xiong C, Fagan AM, Cruchaga C, Benzinger TLS, Gordon BA, Hassenstab J, Bateman RJ, Morris JC. Effect of apolipoprotein E4 on clinical, neuroimaging, and biomarker measures in noncarrier participants in the Dominantly Inherited Alzheimer Network. Neurobiol Aging 2018; 75:42-50. [PMID: 30530186 DOI: 10.1016/j.neurobiolaging.2018.10.011] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2018] [Revised: 09/28/2018] [Accepted: 10/05/2018] [Indexed: 11/19/2022]
Abstract
The apolipoprotein E ε4 allele (APOE4) is the major genetic risk factor for sporadic Alzheimer's disease (AD). APOE4 may have effects on cognition and brain atrophy years before the onset of symptomatic AD. We analyzed the effects of APOE4 in a unique cohort of young adults who had undergone comprehensive assessments as part of the Dominantly Inherited Alzheimer Network (DIAN), an international longitudinal study of individuals from families with autosomal dominant AD. We analyzed the effect of an APOE4 allele on cognitive measures, volumetric MRI, amyloid deposition, glucose metabolism, and on cerebrospinal fluid levels of AD biomarkers in 162 participants that did not carry the mutant gene (noncarriers). APOE4+ and APOE4- mutation noncarriers had similar performance on cognitive measures. Amyloid deposition began at an earlier age in APOE4+ participants, whereas hippocampal volume was similar between the groups. These preliminary findings are consistent with growing evidence that the APOE4 allele may exert effects in midlife years before symptom onset, promoting amyloid deposition before altering cognitive performance or brain structure.
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Affiliation(s)
- Aurélie Bussy
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Neurology, Washington University School of Medicine, Saint Louis, MO
| | - B Joy Snider
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Neurology, Washington University School of Medicine, Saint Louis, MO.
| | - Dean Coble
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO
| | - Chengjie Xiong
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO
| | - Anne M Fagan
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Neurology, Washington University School of Medicine, Saint Louis, MO
| | - Carlos Cruchaga
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO
| | - Tammie L S Benzinger
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Radiology, Washington University School of Medicine, Saint Louis, MO
| | - Brian A Gordon
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Radiology, Washington University School of Medicine, Saint Louis, MO
| | - Jason Hassenstab
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Neurology, Washington University School of Medicine, Saint Louis, MO
| | - Randall J Bateman
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Neurology, Washington University School of Medicine, Saint Louis, MO
| | - John C Morris
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Neurology, Washington University School of Medicine, Saint Louis, MO
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Wang G, Berry S, Xiong C, Hassenstab J, Quintana M, McDade EM, Delmar P, Vestrucci M, Sethuraman G, Bateman RJ. A novel cognitive disease progression model for clinical trials in autosomal-dominant Alzheimer's disease. Stat Med 2018; 37:3047-3055. [PMID: 29761523 PMCID: PMC6105413 DOI: 10.1002/sim.7811] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Revised: 04/12/2018] [Accepted: 04/17/2018] [Indexed: 11/05/2022]
Abstract
Clinical trial outcomes for Alzheimer's disease are typically analyzed by using the mixed model for repeated measures (MMRM) or similar models that compare an efficacy scale change from baseline between treatment arms with or without participants' disease stage as a covariate. The MMRM focuses on a single-point fixed follow-up duration regardless of the exposure for each participant. In contrast to these typical models, we have developed a novel semiparametric cognitive disease progression model (DPM) for autosomal dominant Alzheimer's disease based on the Dominantly Inherited Alzheimer Network (DIAN) observational study. This model includes 3 novel features, in which the DPM (1) aligns and compares participants by disease stage, (2) uses a proportional treatment effect similar to the concept of the Cox proportional hazard ratio, and (3) incorporates extended follow-up data from participants with different follow-up durations using all data until last participant visit. We present the DPM model developed by using the DIAN observational study data and demonstrate through simulation that the cognitive DPM used in hypothetical intervention clinical trials produces substantial gains in power compared with the MMRM.
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Affiliation(s)
- Guoqiao Wang
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA
| | | | - Chengjie Xiong
- Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA
| | - Jason Hassenstab
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | | | - Eric M. McDade
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Paul Delmar
- F. Hoffmann-La Roche Ltd., Basel, Switzerland
| | - Matteo Vestrucci
- F. Hoffmann-La Roche Ltd., Basel, Switzerland
- Department of Statistics and Data Sciences, University of Texas at Austin, Austin, TX, USA
| | | | - Randall J. Bateman
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
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McDade E, Wang G, Gordon BA, Hassenstab J, Benzinger TLS, Buckles V, Fagan AM, Holtzman DM, Cairns NJ, Goate AM, Marcus DS, Morris JC, Paumier K, Xiong C, Allegri R, Berman SB, Klunk W, Noble J, Ringman J, Ghetti B, Farlow M, Sperling RA, Chhatwal J, Salloway S, Graff-Radford NR, Schofield PR, Masters C, Rossor MN, Fox NC, Levin J, Jucker M, Bateman RJ. Longitudinal cognitive and biomarker changes in dominantly inherited Alzheimer disease. Neurology 2018; 91:e1295-e1306. [PMID: 30217935 DOI: 10.1212/wnl.0000000000006277] [Citation(s) in RCA: 198] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2017] [Accepted: 07/05/2018] [Indexed: 01/07/2023] Open
Abstract
OBJECTIVE To assess the onset, sequence, and rate of progression of comprehensive biomarker and clinical measures across the spectrum of Alzheimer disease (AD) using the Dominantly Inherited Alzheimer Network (DIAN) study and compare these to cross-sectional estimates. METHODS We conducted longitudinal clinical, cognitive, CSF, and neuroimaging assessments (mean of 2.7 [±1.1] visits) in 217 DIAN participants. Linear mixed effects models were used to assess changes in each measure relative to individuals' estimated years to symptom onset and to compare mutation carriers and noncarriers. RESULTS Longitudinal β-amyloid measures changed first (starting 25 years before estimated symptom onset), followed by declines in measures of cortical metabolism (approximately 7-10 years later), then cognition and hippocampal atrophy (approximately 20 years later). There were significant differences in the estimates of CSF p-tau181 and tau, with elevations from cross-sectional estimates preceding longitudinal estimates by over 10 years; further, longitudinal estimates identified a significant decline in CSF p-tau181 near symptom onset as opposed to continued elevations. CONCLUSION These longitudinal estimates clarify the sequence and temporal dynamics of presymptomatic pathologic changes in autosomal dominant AD, information critical to a better understanding of the disease. The pattern of biomarker changes identified here also suggests that once β-amyloidosis begins, additional pathologies may begin to develop less than 10 years later, but more than 15 years before symptom onset, an important consideration for interventions meant to alter the disease course.
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Affiliation(s)
- Eric McDade
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany.
| | - Guoqiao Wang
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Brian A Gordon
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Jason Hassenstab
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Tammie L S Benzinger
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Virginia Buckles
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Anne M Fagan
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - David M Holtzman
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Nigel J Cairns
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Alison M Goate
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Daniel S Marcus
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - John C Morris
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Katrina Paumier
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Chengjie Xiong
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Ricardo Allegri
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Sarah B Berman
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - William Klunk
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - James Noble
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - John Ringman
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Bernardino Ghetti
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Martin Farlow
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Reisa A Sperling
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Jasmeer Chhatwal
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Stephen Salloway
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Neill R Graff-Radford
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Peter R Schofield
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Colin Masters
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Martin N Rossor
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Nick C Fox
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Johannes Levin
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Mathias Jucker
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany
| | - Randall J Bateman
- From the Department of Neurology (E.M., J.H., V.B., A.M.F., D.M.H., J.C.M., K.P., R.J.B.), Division of Biostatistics (G.W., C.X.), Department of Radiology (B.A.G., T.L.S.B., D.S.M.), and Department of Pathology (N.J.C.), Washington University School of Medicine, Saint Louis, MO; Department of Neuroscience (A.M.J.), Icahn School of Medicine at Mount Sinai, New York, NY; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI) (R.A.), Instituto de Investigaciones Neurológicas Raúl Correa, Buenos Aires, Argentina; University of Pittsburgh School of Medicine (S.B.B., W.K.), PA; College of Physicians and Surgeons (J.N.), Columbia University, New York, NY; Department of Neurology (J.R.), Keck School of Medicine of University of Southern California, Los Angeles; Department of Neurology (B.G., M.F.), Indiana University, Indianapolis; Massachusetts General Hospital (R.A.S., J.C.), Harvard Medical School, Boston; Butler Hospital and Brown University (S.S.), Providence, RI; Department of Neurology (N.R.G.-R.), Mayo Clinic Jacksonville, FL; Neuroscience Research Australia (P.R.S.); School of Medical Sciences (P.R.S.), University of New South Wales, Sydney; The Florey Institute and the University of Melbourne (C.M.), Parkville, Australia; Dementia Research Centre, Institute of Neurology (M.N.R., N.C.F.), University College London, UK; German Center for Neurodegenerative Diseases (DZNE) Munich (J.L.); Department of Neurology (J.L.), Ludwig-Maximilians Universität München; German Center for Neurodegenerative Diseases (DZNE) Tübingen (M.J.); and Hertie-Institute for Clinical Brain Research (M.J.), University of Tübingen, Germany.
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Arnold SE, Betensky RA. Multicrossover Randomized Controlled Trial Designs in Alzheimer Disease. Ann Neurol 2018; 84:168-175. [PMID: 30014506 DOI: 10.1002/ana.25280] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Revised: 05/28/2018] [Accepted: 06/24/2018] [Indexed: 12/17/2022]
Affiliation(s)
- Steven E Arnold
- Interdisciplinary Brain Center for Clinical and Translational Research and Department of Neurology, Massachusetts General Hospital, Charlestown, MA
| | - Rebecca A Betensky
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA
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46
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Lim YY, Hassenstab J, Goate A, Fagan AM, Benzinger TLS, Cruchaga C, McDade E, Chhatwal J, Levin J, Farlow MR, Graff-Radford NR, Laske C, Masters CL, Salloway S, Schofield P, Morris JC, Maruff P, Bateman RJ. Effect of BDNFVal66Met on disease markers in dominantly inherited Alzheimer's disease. Ann Neurol 2018; 84:424-435. [PMID: 30014553 DOI: 10.1002/ana.25299] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Revised: 07/10/2018] [Accepted: 07/11/2018] [Indexed: 01/01/2023]
Abstract
OBJECTIVE Previous studies suggest that the brain-derived neurotrophic factor (BDNF) Val66Met (rs6265) polymorphism may influence symptom onset in Alzheimer's disease (AD). Our recent cross-sectional findings suggest that Met66 may influence clinical expression in dominantly inherited AD (DIAD) through its effects on tau. However, it remains unclear whether carriage of Met66 in DIAD results in faster increases in cerebrospinal fluid (CSF) tau and ptau181 , and whether these increases are associated with accelerated brain volume loss and memory decline. METHODS A total of 211 subjects (101 mutation noncarriers, 110 mutation carriers), who were cognitively normal, as defined by a Clinical Dementia Rating global score of 0, completed assessments of cognitive function, neuroimaging, and CSF sampling over 3.5 years as part of the Dominantly Inherited Alzheimer's Network. RESULTS In mutation carriers, Met66 carriers showed faster memory decline (4×), hippocampal volume loss (16×), and CSF tau and ptau181 increases (6×) than Val66 homozygotes. BDNF did not influence rates of cortical β-amyloid accumulation or change in CSF Aβ42 levels in mutation carriers. In mutation noncarriers, BDNF genotype had no effect on change in cognition, brain volume, cortical β-amyloid accumulation, or change in any CSF measures of tau, ptau181 , and CSF Aβ42 . INTERPRETATION As in sporadic AD, the deleterious effects of β-amyloid on cognitive function, brain volume loss, and CSF tau in DIAD mutation carriers are less in Val66 homozygotes. The BDNF Val66Met polymorphism should be considered as a potential moderator of clinical trial outcomes in current treatment and prevention trials in DIAD and sporadic AD. Ann Neurol 2018;84:424-435.
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Affiliation(s)
- Yen Ying Lim
- The Florey Institute of Neuroscience and Mental Health, Parkville, Victoria, Australia
| | - Jason Hassenstab
- Department of Neurology, Washington University in St Louis, St Louis, MO
| | - Alison Goate
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Anne M Fagan
- Department of Neurology, Washington University in St Louis, St Louis, MO
| | | | - Carlos Cruchaga
- Department of Psychiatry, Washington University in St Louis, St Louis, MO
| | - Eric McDade
- Department of Neurology, Washington University in St Louis, St Louis, MO
| | - Jasmeer Chhatwal
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA.,Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Johannes Levin
- Department of Neurology, University of Munich, Munich, Germany
| | - Martin R Farlow
- Department of Neurology, Indiana University School of Medicine, Indianapolis, IN
| | | | - Christoph Laske
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany.,Section for Dementia Research, Department of Cellular Neurology, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany
| | - Colin L Masters
- The Florey Institute of Neuroscience and Mental Health, Parkville, Victoria, Australia
| | - Stephen Salloway
- Department of Neurology, Warren Alpert Medical School of Brown University, Providence, RI
| | - Peter Schofield
- Neuroscience Research Australia, Sydney, NSW, Australia.,School of Medical Sciences, University of New South Wales, Sydney, NSW, Australia
| | - John C Morris
- Department of Neurology, Washington University in St Louis, St Louis, MO
| | - Paul Maruff
- The Florey Institute of Neuroscience and Mental Health, Parkville, Victoria, Australia.,Cogstate Ltd, Melbourne, Victoria, Australia
| | - Randall J Bateman
- Department of Neurology, Washington University in St Louis, St Louis, MO
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Tiedt HO, Benjamin B, Niedeggen M, Lueschow A. Phenotypic Variability in Autosomal Dominant Familial Alzheimer Disease due to the S170F Mutation of Presenilin-1. NEURODEGENER DIS 2018; 18:57-68. [PMID: 29466804 DOI: 10.1159/000485899] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Accepted: 11/29/2017] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND In rare cases, patients with Alzheimer disease (AD) present at an early age and with a family history suggestive of an autosomal dominant mode of inheritance. Mutations of the presenilin-1 (PSEN1) gene are the most common causes of dementia in these patients. Early-onset and particularly familial AD patients frequently present with variable non-amnestic cognitive symptoms such as visual, language or behavioural changes as well as non-cognitive, e.g. motor, symptoms. OBJECTIVE To investigate the phenotypic variability in carriers of the PSEN1 S170F mutation. METHODS We report a family with 4 patients carrying the S170F mutation of whom 2 underwent detailed clinical examinations. We discuss our current findings in the context of previously reported S170F cases. RESULTS The clinical phenotype was consistent regarding initial memory impairment and early onset in the late twenties found in all S170F patients. There were frequent non-amnestic cognitive changes and, at early stages of the disease, indications of a more pronounced disturbance of visuospatial abilities as compared to face and object recognition. Non-cognitive symptoms most often included myoclonus and cerebellar ataxia. A review of the available case reports indicates some phenotypic variability associated with the S170F mutation including different constellations of symptoms such as parkinsonism and delusions. CONCLUSION The variable clinical findings associated with the S170F mutation highlight the relevance of atypical phenotypes in the context of research and under a clinical perspective. CSF sampling and detection of Aβ species may be essential to indicate AD pathology in unclear cases presenting with cognitive and motor symptoms at a younger age.
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Affiliation(s)
- Hannes O Tiedt
- Department of Neurology, Charité - Universitätsmedizin Berlin, Campus Benjamin Franklin (CBF), Berlin, Germany
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48
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Petkus AJ, Lenze EJ, Butters MA, Twamley EW, Wetherell JL. Childhood Trauma Is Associated With Poorer Cognitive Performance in Older Adults. J Clin Psychiatry 2018; 79:16m11021. [PMID: 29228518 PMCID: PMC6959209 DOI: 10.4088/jcp.16m11021] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Accepted: 04/04/2017] [Indexed: 10/18/2022]
Abstract
OBJECTIVE Childhood trauma is common and associated with both worse cognitive performance and disruption to the hypothalamic-pituitary-adrenal axis in younger adults. The extent to which these associations persist into older adulthood remains unknown. The aim of this study was to investigate self-reported childhood trauma in relation to cognitive performance, and the extent to which cortisol explained this association, in 2 independent samples of older adults. METHODS In this cross-sectional study, participants in the discovery sample (N = 76) consisted of older adults with a DSM-IV diagnosis of generalized anxiety disorder (N = 57) and age-equated psychiatrically healthy comparison subjects (N = 19) who were referred largely through primary care clinics between 2004-2006. The replication sample (N = 48) consisted of older adults with DSM-IV anxiety or depressive disorders recruited between 2012-2013. Participants were administered the Early Trauma Inventory Self-Report-Short Form and a neuropsychological assessment (primary outcome). RESULTS Across both samples, childhood trauma was significantly associated with worse performance on measures of processing speed, attention, and executive functioning. The effect of trauma exposure was stronger when general, physical, and sexual traumatic events were examined specifically (all P < .05). Childhood trauma was not associated with cortisol levels, and cortisol did not explain the association between trauma and cognitive functioning. CONCLUSIONS Self-reported traumatic events experienced in childhood are associated with poorer cognitive performance in anxious and depressed older adults. Findings demonstrate a deleterious impact of childhood trauma on brain health in old age.
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Affiliation(s)
| | - Eric J. Lenze
- Healthy Mind Lab, Department of Psychiatry, Washington University in St. Louis
| | | | - Elizabeth W. Twamley
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System,Department of Psychiatry, University of California, San Diego
| | - Julie Loebach Wetherell
- Department of Psychiatry, University of California, San Diego,VA San Diego Healthcare System
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49
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Kinnunen KM, Cash DM, Poole T, Frost C, Benzinger TLS, Ahsan RL, Leung KK, Cardoso MJ, Modat M, Malone IB, Morris JC, Bateman RJ, Marcus DS, Goate A, Salloway SP, Correia S, Sperling RA, Chhatwal JP, Mayeux RP, Brickman AM, Martins RN, Farlow MR, Ghetti B, Saykin AJ, Jack CR, Schofield PR, McDade E, Weiner MW, Ringman JM, Thompson PM, Masters CL, Rowe CC, Rossor MN, Ourselin S, Fox NC. Presymptomatic atrophy in autosomal dominant Alzheimer's disease: A serial magnetic resonance imaging study. Alzheimers Dement 2018; 14:43-53. [PMID: 28738187 PMCID: PMC5751893 DOI: 10.1016/j.jalz.2017.06.2268] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2017] [Revised: 06/10/2017] [Accepted: 06/12/2017] [Indexed: 01/01/2023]
Abstract
INTRODUCTION Identifying at what point atrophy rates first change in Alzheimer's disease is important for informing design of presymptomatic trials. METHODS Serial T1-weighted magnetic resonance imaging scans of 94 participants (28 noncarriers, 66 carriers) from the Dominantly Inherited Alzheimer Network were used to measure brain, ventricular, and hippocampal atrophy rates. For each structure, nonlinear mixed-effects models estimated the change-points when atrophy rates deviate from normal and the rates of change before and after this point. RESULTS Atrophy increased after the change-point, which occurred 1-1.5 years (assuming a single step change in atrophy rate) or 3-8 years (assuming gradual acceleration of atrophy) before expected symptom onset. At expected symptom onset, estimated atrophy rates were at least 3.6 times than those before the change-point. DISCUSSION Atrophy rates are pathologically increased up to seven years before "expected onset". During this period, atrophy rates may be useful for inclusion and tracking of disease progression.
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Affiliation(s)
- Kirsi M. Kinnunen
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, London, UK
| | - David M. Cash
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, London, UK,Department of Medical Physics and Bioengineering, Translational Imaging Group, Centre for Medical Image Computing, University College London, London, UK,Corresponding author. Tel.: +44 203 448 3054; Fax: +44 (0)20 3448 3104.,
| | - Teresa Poole
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, London, UK,Department of Medical Statistics, London School of Hygiene & Tropical Medicine, London, UK
| | - Chris Frost
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, London, UK,Department of Medical Statistics, London School of Hygiene & Tropical Medicine, London, UK
| | | | - R. Laila Ahsan
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, London, UK
| | - Kelvin K. Leung
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, London, UK
| | - M. Jorge Cardoso
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, London, UK,Department of Medical Physics and Bioengineering, Translational Imaging Group, Centre for Medical Image Computing, University College London, London, UK
| | - Marc Modat
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, London, UK,Department of Medical Physics and Bioengineering, Translational Imaging Group, Centre for Medical Image Computing, University College London, London, UK
| | - Ian B. Malone
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, London, UK
| | - John C. Morris
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Randall J. Bateman
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Daniel S. Marcus
- Department of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Alison Goate
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Stephen P. Salloway
- Department of Neurology, Butler Hospital, Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - Stephen Correia
- Department of Neurology, Butler Hospital, Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - Reisa A. Sperling
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jasmeer P. Chhatwal
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Richard P. Mayeux
- Department of Neurology, Columbia University Medical Center, New York, NY, USA
| | - Adam M. Brickman
- Department of Neurology, Columbia University Medical Center, New York, NY, USA
| | - Ralph N. Martins
- Centre of Excellence for Alzheimer’s Disease Research and Care, School of Exercise, Biomedical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
| | - Martin R. Farlow
- Department of Neurology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Bernardino Ghetti
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Andrew J. Saykin
- Department of Radiology and Imaging Sciences, Centre for Neuroimaging, Indiana University School of Medicine, Indianapolis, IN, USA
| | | | - Peter R. Schofield
- Neuroscience Research Australia, Randwick, NSW, Australia,School of Medical Sciences, University of New South Wales, Sydney, NSW, Australia
| | - Eric McDade
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Michael W. Weiner
- Department of Radiology, School of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - John M. Ringman
- Department of Neurology, Keck USC School of Medicine, Los Angeles, CA, USA
| | - Paul M. Thompson
- Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, CA, USA
| | - Colin L. Masters
- The Florey Institute, University of Melbourne, Parkville, VIC, Australia
| | - Christopher C. Rowe
- Department of Nuclear Medicine and Centre for PET, Austin Health, Heidelberg, VIC, Australia,Department of Medicine, University of Melbourne, Austin Health, Heidelberg, VIC, Australia
| | - Martin N. Rossor
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, London, UK
| | - Sebastien Ourselin
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, London, UK,Department of Medical Physics and Bioengineering, Translational Imaging Group, Centre for Medical Image Computing, University College London, London, UK
| | - Nick C. Fox
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, London, UK
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50
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Suárez-Calvet M, Araque Caballero MÁ, Kleinberger G, Bateman RJ, Fagan AM, Morris JC, Levin J, Danek A, Ewers M, Haass C. Early changes in CSF sTREM2 in dominantly inherited Alzheimer's disease occur after amyloid deposition and neuronal injury. Sci Transl Med 2017; 8:369ra178. [PMID: 27974666 DOI: 10.1126/scitranslmed.aag1767] [Citation(s) in RCA: 185] [Impact Index Per Article: 26.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2016] [Accepted: 11/23/2016] [Indexed: 12/30/2022]
Abstract
Emerging evidence supports a role for innate immunity and microglia in Alzheimer's disease (AD) pathophysiology. However, no marker related to microglia has been included in the temporal evolution models of AD. TREM2 is a transmembrane protein involved in innate immunity and is selectively expressed by microglia and genetically linked to AD and other neurodegenerative disorders. Its ectodomain is released by proteolysis as a soluble variant (sTREM2) and can be detected in the cerebrospinal fluid (CSF). In patients with autosomal dominant AD, we tested how many years before the expected symptom onset did CSF sTREM2 increase in mutation carriers (MCs) compared to noncarriers (NCs). We also determined the temporal sequence of changes in CSF sTREM2 and markers for amyloid deposition and neurodegeneration as well as cognitive performance. We included 218 participants consisting of 127 MC and 91 NC siblings from the Dominantly Inherited Alzheimer Network. We observed that CSF sTREM2 increased in MCs compared to NCs 5 years before the expected symptom onset and this difference remained significant until 5 years after the expected symptom onset. Changes in CSF sTREM2 occurred after alterations were observed in markers for brain amyloidosis and neuronal injury. We propose that microglial activation occurs several years before the expected symptom onset, but after amyloidosis and neuronal injury have already occurred.
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Affiliation(s)
- Marc Suárez-Calvet
- German Center for Neurodegenerative Diseases (DZNE) Munich, Munich, Germany.,Biomedical Center, Biochemistry, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Miguel Ángel Araque Caballero
- Institute for Stroke and Dementia Research, Klinikum der Universität München, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Gernot Kleinberger
- Biomedical Center, Biochemistry, Ludwig-Maximilians-Universität München, Munich, Germany.,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Randall J Bateman
- Department of Neurology, Washington University School of Medicine, St. Louis, MO 63110, USA.,Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO 63110, USA.,Hope Center for Neurological Disorders, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Anne M Fagan
- Department of Neurology, Washington University School of Medicine, St. Louis, MO 63110, USA.,Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO 63110, USA.,Hope Center for Neurological Disorders, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - John C Morris
- Department of Neurology, Washington University School of Medicine, St. Louis, MO 63110, USA.,Knight Alzheimer's Disease Research Center, Washington University in St. Louis, St. Louis, MO 63110, USA.,Hope Center for Neurological Disorders, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Johannes Levin
- German Center for Neurodegenerative Diseases (DZNE) Munich, Munich, Germany.,Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Adrian Danek
- German Center for Neurodegenerative Diseases (DZNE) Munich, Munich, Germany.,Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Michael Ewers
- Institute for Stroke and Dementia Research, Klinikum der Universität München, Ludwig-Maximilians-Universität München, Munich, Germany.
| | - Christian Haass
- German Center for Neurodegenerative Diseases (DZNE) Munich, Munich, Germany. .,Biomedical Center, Biochemistry, Ludwig-Maximilians-Universität München, Munich, Germany.,Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
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