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Ali M, Sung YJ, Wang F, Fernández MV, Morris JC, Fagan AM, Blennow K, Zetterberg H, Heslegrave A, Johansson PM, Svensson J, Nellgård B, Lleó A, Alcolea D, Clarimon J, Rami L, Molinuevo JL, Suárez-Calvet M, Morenas-Rodríguez E, Kleinberger G, Haass C, Ewers M, Levin J, Farlow MR, Perrin RJ, Cruchaga C. Leveraging large multi-center cohorts of Alzheimer disease endophenotypes to understand the role of Klotho heterozygosity on disease risk. PLoS One 2022; 17:e0267298. [PMID: 35617280 PMCID: PMC9135221 DOI: 10.1371/journal.pone.0267298] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 04/06/2022] [Indexed: 11/18/2022] Open
Abstract
Two genetic variants in strong linkage disequilibrium (rs9536314 and rs9527025) in the Klotho (KL) gene, encoding a transmembrane protein, implicated in longevity and associated with brain resilience during normal aging, were recently shown to be associated with Alzheimer disease (AD) risk in cognitively normal participants who are APOE ε4 carriers. Specifically, the participants heterozygous for this variant (KL-SVHET+) showed lower risk of developing AD. Furthermore, a neuroprotective effect of KL-VSHET+ has been suggested against amyloid burden for cognitively normal participants, potentially mediated via the regulation of redox pathways. However, inconsistent associations and a smaller sample size of existing studies pose significant hurdles in drawing definitive conclusions. Here, we performed a well-powered association analysis between KL-VSHET+ and five different AD endophenotypes; brain amyloidosis measured by positron emission tomography (PET) scans (n = 5,541) or cerebrospinal fluid Aβ42 levels (CSF; n = 5,093), as well as biomarkers associated with tau pathology: the CSF Tau (n = 5,127), phosphorylated Tau (pTau181; n = 4,778) and inflammation: CSF soluble triggering receptor expressed on myeloid cells 2 (sTREM2; n = 2,123) levels. Our results found nominally significant associations of KL-VSHET+ status with biomarkers for brain amyloidosis (e.g., CSF Aβ positivity; odds ratio [OR] = 0.67 [95% CI, 0.55-0.78], β = 0.72, p = 0.007) and tau pathology (e.g., biomarker positivity for CSF Tau; OR = 0.39 [95% CI, 0.19-0.77], β = -0.94, p = 0.007, and pTau; OR = 0.50 [95% CI, 0.27-0.96], β = -0.68, p = 0.04) in cognitively normal participants, 60-80 years old, who are APOE e4-carriers. Our work supports previous findings, suggesting that the KL-VSHET+ on an APOE ε4 genotype background may modulate Aβ and tau pathology, thereby lowering the intensity of neurodegeneration and incidence of cognitive decline in older controls susceptible to AD.
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Affiliation(s)
- Muhammad Ali
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Neurogenomics and Informatics Center, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Yun Ju Sung
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Neurogenomics and Informatics Center, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Fengxian Wang
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Neurogenomics and Informatics Center, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Maria V. Fernández
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Neurogenomics and Informatics Center, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - John C. Morris
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Anne M. Fagan
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Department of Neuroscience and Physiology, University of Gothenburg, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Department of Neuroscience and Physiology, University of Gothenburg, Sahlgrenska University Hospital, Mölndal, Sweden
- Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, United Kingdom
- UK Dementia Research Institute at UCL, London, United Kingdom
| | - Amanda Heslegrave
- Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, United Kingdom
- UK Dementia Research Institute at UCL, London, United Kingdom
| | - Per M. Johansson
- Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, United Kingdom
- UK Dementia Research Institute at UCL, London, United Kingdom
- Department of Anesthesiology and Intensive Care Medicine, Sahlgrenska University Hospital, Mölndal, Sweden
- Institute of Clinical Sciences, The Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
| | - Johan Svensson
- Department of Internal Medicine, Institute of Medicine, The Sahlgrenska Academy at the University of Gothenburg, Göteborg, Sweden
| | - Bengt Nellgård
- Department of Internal Medicine, Institute of Medicine, The Sahlgrenska Academy at the University of Gothenburg, Göteborg, Sweden
| | - Alberto Lleó
- Neurology Department, Hospital de Sant Pau, Barcelona, Spain
| | - Daniel Alcolea
- Neurology Department, Hospital de Sant Pau, Barcelona, Spain
| | - Jordi Clarimon
- Neurology Department, Hospital de Sant Pau, Barcelona, Spain
| | - Lorena Rami
- IDIBAPS, Alzheimer´s Disease and Other Cognitive Disorders Unit, Neurology Service, ICN Hospital Clinic, Barcelona, Spain
| | - José Luis Molinuevo
- IDIBAPS, Alzheimer´s Disease and Other Cognitive Disorders Unit, Neurology Service, ICN Hospital Clinic, Barcelona, Spain
- Alzheimer´s Disease and Other Cognitive Disorders Unit, Neurology Service, ICN Hospital Clinic i Universitari, Barcelona, Spain
- BarcelonaBeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain
| | - Marc Suárez-Calvet
- BarcelonaBeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain
- Biomedical Center (BMC), Biochemistry, Ludwig‐Maximilians‐Universität München, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Estrella Morenas-Rodríguez
- Biomedical Center (BMC), Biochemistry, Ludwig‐Maximilians‐Universität München, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Gernot Kleinberger
- Biomedical Center (BMC), Biochemistry, Ludwig‐Maximilians‐Universität München, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Christian Haass
- Biomedical Center (BMC), Biochemistry, Ludwig‐Maximilians‐Universität München, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Michael Ewers
- Institute for Stroke and Dementia Research, University Hospital, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Johannes Levin
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
- Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Martin R. Farlow
- Indiana Alzheimer Disease Research Center, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
- Department of Neurology, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Richard J. Perrin
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Hope Center for Neurological Disorders, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | | | | | - Carlos Cruchaga
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Neurogenomics and Informatics Center, Washington University School of Medicine, St. Louis, Missouri, United States of America
- Hope Center for Neurological Disorders, Washington University School of Medicine, St. Louis, Missouri, United States of America
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14
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Erickson CM, Schultz SA, Oh JM, Darst BF, Ma Y, Norton D, Betthauser T, Gallagher CL, Carlsson CM, Bendlin BB, Asthana S, Hermann BP, Sager MA, Blennow K, Zetterberg H, Engelman CD, Christian BT, Johnson SC, Dubal DB, Okonkwo OC. KLOTHO heterozygosity attenuates APOE4-related amyloid burden in preclinical AD. Neurology 2019; 92:e1878-e1889. [PMID: 30867273 PMCID: PMC6550504 DOI: 10.1212/wnl.0000000000007323] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Accepted: 12/05/2018] [Indexed: 12/18/2022] Open
Abstract
OBJECTIVE To examine whether the KLOTHO gene variant KL-VS attenuates APOE4-associated β-amyloid (Aβ) accumulation in a late-middle-aged cohort enriched with Alzheimer disease (AD) risk factors. METHODS Three hundred nine late-middle-aged adults from the Wisconsin Registry for Alzheimer's Prevention and the Wisconsin Alzheimer's Disease Research Center were genotyped to determine KL-VS and APOE4 status and underwent CSF sampling (n = 238) and/or 11C-Pittsburgh compound B (PiB)-PET imaging (n = 183). Covariate-adjusted regression analyses were used to investigate whether APOE4 exerted expected effects on Aβ burden. Follow-up regression analyses stratified by KL-VS genotype (i.e., noncarrier vs heterozygous; there were no homozygous individuals) evaluated whether the influence of APOE4 on Aβ was different among KL-VS heterozygotes compared to noncarriers. RESULTS APOE4 carriers exhibited greater Aβ burden than APOE4-negative participants. This effect was stronger in CSF (t = -5.12, p < 0.001) compared with PiB-PET (t = 3.93, p < 0.001). In the stratified analyses, this APOE4 effect on Aβ load was recapitulated among KL-VS noncarriers (CSF: t = -5.09, p < 0.001; PiB-PET: t = 3.77, p < 0 .001). In contrast, among KL-VS heterozygotes, APOE4-positive individuals did not exhibit higher Aβ burden than APOE4-negative individuals (CSF: t = -1.03, p = 0.308; PiB-PET: t = 0.92, p = 0.363). These differential APOE4 effects remained after KL-VS heterozygotes and noncarriers were matched on age and sex. CONCLUSION In a cohort of at-risk late-middle-aged adults, KL-VS heterozygosity was associated with an abatement of APOE4-associated Aβ aggregation, suggesting KL-VS heterozygosity confers protections against APOE4-linked pathways to disease onset in AD.
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Affiliation(s)
- Claire M Erickson
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Stephanie A Schultz
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Jennifer M Oh
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Burcu F Darst
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Yue Ma
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Derek Norton
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Tobey Betthauser
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Catherine L Gallagher
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Cynthia M Carlsson
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Barbara B Bendlin
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Sanjay Asthana
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Bruce P Hermann
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Mark A Sager
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Kaj Blennow
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Henrik Zetterberg
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Corinne D Engelman
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Bradley T Christian
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Sterling C Johnson
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Dena B Dubal
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco
| | - Ozioma C Okonkwo
- From the Geriatric Research Education and Clinical Center (C.L.G., C.M.C., S.A., S.C.J., O.C.O.), William S. Middleton Memorial VA Hospital; Wisconsin Alzheimer's Disease Research Center (C.M.E., J.M.O., Y.M., C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., B.T.C., S.C.J., O.C.O.); Departments of Population Health Sciences (B.F.D., C.D.E.), Neurology (C.L.G., B.P.H.), Radiology (M.A.S.), Medical Physics (T.B., B.T.C.), and Biostatistics & Medical Informatics (D.N.), University of Wisconsin School of Medicine and Public Health, Madison; Division of Biology and Biomedical Sciences (S.A.S.), Washington University in St. Louis, MO; Department of Psychiatry and Neurochemistry (K.B., H.Z.), Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (K.B., H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Institute of Neurology (C.L.G., H.Z.), University College London, Queen Square; UK Dementia Research Institute (H.Z.), London; Wisconsin Alzheimer's Institute (C.M.C., B.B.B., S.A., B.P.H., M.A.S., C.D.E., S.C.J., O.C.O.), Madison; and Department of Neurology and Weill Institute for Neurosciences (D.B.D.), University of California, San Francisco.
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