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Bieger A, Brum WS, Borelli WV, Therriault J, De Bastiani MA, Moreira AG, Benedet AL, Ferrari-Souza JP, Da Costa JC, Souza DO, Castilhos RM, Schumacher Schuh AF, Fagundes Chaves ML, Schöll M, Zetterberg H, Blennow K, Pascoal TA, Gauthier S, Rosa-Neto P, Schilling LP, Zimmer ER. Influence of Different Diagnostic Criteria on Alzheimer Disease Clinical Research. Neurology 2024; 103:e209753. [PMID: 39167736 PMCID: PMC11338500 DOI: 10.1212/wnl.0000000000209753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 06/14/2024] [Indexed: 08/23/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Updates in Alzheimer disease (AD) diagnostic guidelines by the National Institute on Aging-Alzheimer's Association (NIA-AA) and the International Working Group (IWG) over the past 11 years may affect clinical diagnoses. We assessed how these guidelines affect clinical AD diagnosis in a cohort of cognitively unimpaired (CU) and cognitively impaired (CI) individuals. METHODS We applied clinical and biomarker data in algorithms to classify individuals from the Alzheimer's Disease Neuroimaging Initiative (ADNI) cohort according to the following diagnostic guidelines for AD: 2011 NIA-AA, 2016 IWG-2, 2018 NIA-AA, and 2021 IWG-3, assigning the following generic diagnostic labels: (1) not AD (nAD), (2) increased risk of developing AD (irAD), and (3) AD. Diagnostic labels were compared according to their frequency, convergence across guidelines, biomarker profiles, and prognostic value. We also evaluated the diagnostic discordance among the criteria. RESULTS A total of 1,195 individuals (mean age 73.2 ± 7.2 years, mean education 16.1 ± 2.7, 44.0% female) presented different repartitions of diagnostic labels according to the 2011 NIA-AA (nAD = 37.8%, irAD = 23.0%, AD = 39.2%), 2016 IWG-2 (nAD = 37.7%, irAD = 28.7%, AD = 33.6%), 2018 NIA-AA (nAD = 40.7%, irAD = 9.3%, AD = 50.0%), and 2021 IWG-3 (nAD = 51.2%, irAD = 8.4%, AD = 48.3%) frameworks. Discordant diagnoses across all guidelines were found in 512 participants (42.8%) (138 [91.4%] occurring in only β-amyloid [CU 65.4%, CI 34.6%] and 191 [78.6%] in only tau-positive [CU 71.7%, CI 28.3%] individuals). Differences in predicting cognitive impairment between nAD and irAD groups were observed with the 2011 NIA-AA (hazard ratio [HR] 2.21, 95% CI 1.34-3.65, p = 0.002), 2016 IWG-2 (HR 2.81, 95% CI 1.59-4.96, p < 0.000), and 2021 IWG-3 (HR 3.61, 95% CI 2.09-6.23, p < 0.000), but not with 2018 NIA-AA (HR 1.69, 95% CI 0.87-3.28, p = 0.115). DISCUSSION Over 42% of the studied population presented discordant diagnoses when using the different examined AD criteria, mostly in individuals with a single positive biomarker. Except for 2018 NIA-AA, all guidelines identified asymptomatic individuals at risk of cognitive impairment. Our findings highlight important differences between the guidelines, emphasizing the necessity for updated criteria with enhanced staging metrics, considering clinical, research, therapeutic, and trial design aspects.
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Affiliation(s)
- Andrei Bieger
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Wagner S Brum
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Wyllians V Borelli
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Joseph Therriault
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Marco A De Bastiani
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Amanda G Moreira
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Andrea L Benedet
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - João Pedro Ferrari-Souza
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Jaderson C Da Costa
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Diogo O Souza
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Raphael M Castilhos
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Artur Francisco Schumacher Schuh
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Marcia L Fagundes Chaves
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Michael Schöll
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Henrik Zetterberg
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Kaj Blennow
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Tharick A Pascoal
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Serge Gauthier
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Pedro Rosa-Neto
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Lucas P Schilling
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
| | - Eduardo R Zimmer
- From the Graduate Program in Biological Sciences: Biochemistry (A.B., W.S.B., M.A.D.B., J.P.F.-S., D.O.S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Wallenberg Centre for Molecular and Translational Medicine (M.S.), University of Gothenburg, Sweden; Pharmacology and Therapeutics Graduate Program (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS); Memory Center (W.V.B.), Moinhos de Vento Hospital; Department of Anatomy (W.V.B.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; The McGill University Research Centre for Studies in Aging (J.T., A.L.B., T.A.P., S.G., P.R.-N., E.R.Z.), McGill University; Douglas Research Institute (J.T., P.R.-N.), Le Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, McGill University; Departments of Neurology and Neurosurgery (J.T., S.G., P.R.-N.) and Psychiatry (J.T., S.G., P.R.-N.), McGill University, Montreal, Canada; Graduate Program in Biological Sciences: Pharmacology and Therapeutics (A.G.M., A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Psychiatry and Neurochemistry (W.S.B., A.L.B., M.S., H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Sweden; Department of Neurology and Psychiatry (J.P.F.-S., T.A.P.), University of Pittsburgh, PA; Brain Institute of Rio Grande do Sul (J.C.D.C., L.P.S., E.R.Z.), Pontíficia Universidade Católica do Rio Grande do Sul; Department of Biochemistry (D.O.S.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Neurology Service (R.M.C., A.F.S.-S., M.L.F.C.), Hospital de Clínicas de Porto Alegre; Department of Pharmacology (A.F.S.-S., E.R.Z.), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Department of Neurodegenerative Disease (M.S., H.Z.), Queen Square Institute of Neurology, University College London, United Kingdom; Clinical Neurochemistry Laboratory (H.Z., K.B.), Sahlgrenska University Hospital, Gothenburg, Sweden; UK Dementia Research Institute at University College London (H.Z.), United Kingdom; Hong Kong Center for Neurodegenerative Diseases (H.Z.)
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2
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Cockell S, Wang H, Benke KS, Ware EB, Bakulski KM. Exposures and conditions prior to age 16 are associated with dementia status among adults in the United States Health and Retirement Study. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.08.15.24312018. [PMID: 39185531 PMCID: PMC11343252 DOI: 10.1101/2024.08.15.24312018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 08/27/2024]
Abstract
Background Dementia susceptibility likely begins years before symptoms. Early life has not been comprehensively tested for dementia associations. Method In the US Health and Retirement Study (normal baseline cognition; n=16,509; 2008-2018 waves), 31 exposures before age 16 were retrospectively assessed with ten-year incident cognitive status (dementia, impaired, normal). Using parallel logistic models, each exposure was tested with incident cognition, adjusting for sex, baseline age, follow-up, race/ethnicity, personal/parental education. Result 14.5% had incident impairment and 5.3% had dementia. Depression was associated with 1.71 (95%CI:1.28,2.26) times higher odds of incident impairment, relative to normal cognition. Headaches/migraines were associated with 1.63 (95%CI:1.18,2.22) times higher odds of incident impairment. Learning problems were associated with 1.75 (95%CI:1.05,2.79) times higher odds of incident impairment. Childhood self-rated health of fair (1.86, 95%CI:1.27,2.64) and poor (3.39, 95%CI:1.91,5.82) were associated with higher incident dementia odds, relative to excellent. Conclusion Early life factors may be important for impairment or dementia, extending the relevant risk window.
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3
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Woodward M, Bennett DA, Rundek T, Perry G, Rudka T. The relationship between hippocampal changes in healthy aging and Alzheimer's disease: a systematic literature review. Front Aging Neurosci 2024; 16:1390574. [PMID: 39210976 PMCID: PMC11357962 DOI: 10.3389/fnagi.2024.1390574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 08/05/2024] [Indexed: 09/04/2024] Open
Abstract
Introduction Neurobiological changes in the hippocampus are a common consequence of aging. However, there are differences in the rate of decline and overall volume loss in people with no cognitive impairment compared to those with mild cognitive impairment (MCI) and Alzheimer's disease (AD). This systematic literature review was conducted to determine the relationship between hippocampal atrophy and changes in hippocampal volume in the non-cognitively impaired brain and those with MCI or AD. Methods This systematic review was guided by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology. The PubMed database was searched up to September 15, 2022, for longitudinal magnetic resonance imaging studies reporting hippocampal atrophy or volume change in cognitively normal aging individuals and patients with MCI and/or AD. Study selection was divided into two steps: (1) identification and retrieval of relevant studies; (2) screening the studies by (a) title/abstract and (b) full text. Two teams, each consisting of two independent reviewers, determined whether the publications met the inclusion criteria for the systematic review. An evidence table was populated with data extracted from eligible publications and inclusion in the final systematic review was confirmed. Results The systematic search identified 357 publications that were initially screened by title/abstract, of which, 115 publications were retrieved and reviewed by full text for eligibility. Seventeen publications met the eligibility criteria; however, during data extraction, two studies were determined to not meet the inclusion criteria and were excluded. The remaining 15 studies were included in the systematic review. Overall, the results of these studies demonstrated that the hippocampus and hippocampal subfields change over time, with both decreased hippocampal volume and increased rate of hippocampal atrophy observed. Hippocampal changes in AD were observed to be greater than hippocampal changes in MCI, and changes in MCI were observed to be greater than those in normal aging populations. Conclusion Published literature suggests that the rate of hippocampal decline and extent of loss is on a continuum that begins in people without cognitive impairment and continues to MCI and AD, and that differences between no cognitive impairment, MCI, and AD are quantitative rather than qualitative.
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Affiliation(s)
- Michael Woodward
- Austin Health, University of Melbourne, Heidelberg, VIC, Australia
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, United States
| | - Tatjana Rundek
- Evelyn F. McKnight Brain Institute, Department of Neurology, Miller School of Medicine, University of Miami, Miami, FL, United States
| | - George Perry
- Department of Neuroscience, Developmental and Regenerative Biology, University of Texas at San Antonio, San Antonio, TX, United States
| | - Tomasz Rudka
- Danone Specialised Nutrition, Hoofddorp, Netherlands
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4
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Livingston G, Huntley J, Liu KY, Costafreda SG, Selbæk G, Alladi S, Ames D, Banerjee S, Burns A, Brayne C, Fox NC, Ferri CP, Gitlin LN, Howard R, Kales HC, Kivimäki M, Larson EB, Nakasujja N, Rockwood K, Samus Q, Shirai K, Singh-Manoux A, Schneider LS, Walsh S, Yao Y, Sommerlad A, Mukadam N. Dementia prevention, intervention, and care: 2024 report of the Lancet standing Commission. Lancet 2024; 404:572-628. [PMID: 39096926 DOI: 10.1016/s0140-6736(24)01296-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 04/08/2024] [Accepted: 06/16/2024] [Indexed: 08/05/2024]
Affiliation(s)
- Gill Livingston
- Division of Psychiatry, University College London, London, UK; Camden and Islington NHS Foundation Trust, London, UK.
| | - Jonathan Huntley
- Department of Clinical and Biomedical Sciences, University of Exeter, Exeter, UK
| | - Kathy Y Liu
- Division of Psychiatry, University College London, London, UK
| | - Sergi G Costafreda
- Division of Psychiatry, University College London, London, UK; Camden and Islington NHS Foundation Trust, London, UK
| | - Geir Selbæk
- Norwegian National Advisory Unit on Ageing and Health, Vestfold Hospital Trust, Tønsberg, Norway; Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway; Geriatric Department, Oslo University Hospital, Oslo, Norway
| | - Suvarna Alladi
- National Institute of Mental Health and Neurosciences, Bangalore, India
| | - David Ames
- National Ageing Research Institute, Melbourne, VIC, Australia; University of Melbourne Academic Unit for Psychiatry of Old Age, Melbourne, VIC, Australia
| | - Sube Banerjee
- Faculty of Medicine and Health Sciences, University of Nottingham, Nottingham, UK
| | | | - Carol Brayne
- Cambridge Public Health, University of Cambridge, Cambridge, UK
| | - Nick C Fox
- The Dementia Research Centre, Department of Neurodegenerative Disease, University College London, London, UK
| | - Cleusa P Ferri
- Health Technology Assessment Unit, Hospital Alemão Oswaldo Cruz, São Paulo, Brazil; Department of Psychiatry, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Laura N Gitlin
- College of Nursing and Health Professions, AgeWell Collaboratory, Drexel University, Philadelphia, PA, USA
| | - Robert Howard
- Division of Psychiatry, University College London, London, UK; Camden and Islington NHS Foundation Trust, London, UK
| | - Helen C Kales
- Department of Psychiatry and Behavioral Sciences, UC Davis School of Medicine, University of California, Sacramento, CA, USA
| | - Mika Kivimäki
- Division of Psychiatry, University College London, London, UK; Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Eric B Larson
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - Noeline Nakasujja
- Department of Psychiatry College of Health Sciences, Makerere University College of Health Sciences, Makerere University, Kampala City, Uganda
| | - Kenneth Rockwood
- Centre for the Health Care of Elderly People, Geriatric Medicine, Dalhousie University, Halifax, NS, Canada
| | - Quincy Samus
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins Bayview, Johns Hopkins University, Baltimore, MD, USA
| | - Kokoro Shirai
- Graduate School of Social and Environmental Medicine, Osaka University, Osaka, Japan
| | - Archana Singh-Manoux
- Division of Psychiatry, University College London, London, UK; Université Paris Cité, Inserm U1153, Paris, France
| | - Lon S Schneider
- Department of Psychiatry and the Behavioural Sciences and Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, USA
| | - Sebastian Walsh
- Cambridge Public Health, University of Cambridge, Cambridge, UK
| | - Yao Yao
- China Center for Health Development Studies, School of Public Health, Peking University, Beijing, China; Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Andrew Sommerlad
- Division of Psychiatry, University College London, London, UK; Camden and Islington NHS Foundation Trust, London, UK
| | - Naaheed Mukadam
- Division of Psychiatry, University College London, London, UK; Camden and Islington NHS Foundation Trust, London, UK
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5
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Luikku AJ, Nerg O, Koivisto AM, Hänninen T, Junkkari A, Kemppainen S, Juopperi SP, Sinisalo R, Pesola A, Soininen H, Hiltunen M, Leinonen V, Rauramaa T, Martiskainen H. Deep learning assisted quantitative analysis of Aβ and microglia in patients with idiopathic normal pressure hydrocephalus in relation to cognitive outcome. J Neuropathol Exp Neurol 2024:nlae083. [PMID: 39101555 DOI: 10.1093/jnen/nlae083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/06/2024] Open
Abstract
Neuropathologic changes of Alzheimer disease (AD) including Aβ accumulation and neuroinflammation are frequently observed in the cerebral cortex of patients with idiopathic normal pressure hydrocephalus (iNPH). We created an automated analysis platform to quantify Aβ load and reactive microglia in the vicinity of Aβ plaques and to evaluate their association with cognitive outcome in cortical biopsies of patients with iNPH obtained at the time of shunting. Aiforia Create deep learning software was used on whole slide images of Iba1/4G8 double immunostained frontal cortical biopsies of 120 shunted iNPH patients to identify Iba1-positive microglia somas and Aβ areas, respectively. Dementia, AD clinical syndrome (ACS), and Clinical Dementia Rating Global score (CDR-GS) were evaluated retrospectively after a median follow-up of 4.4 years. Deep learning artificial intelligence yielded excellent (>95%) precision for tissue, Aβ, and microglia somas. Using an age-adjusted model, higher Aβ coverage predicted the development of dementia, the diagnosis of ACS, and more severe memory impairment by CDR-GS whereas measured microglial densities and Aβ-related microglia did not correlate with cognitive outcome in these patients. Therefore, cognitive outcome seems to be hampered by higher Aβ coverage in cortical biopsies in shunted iNPH patients but is not correlated with densities of surrounding microglia.
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Affiliation(s)
- Antti J Luikku
- Institute of Clinical Medicine-Neurosurgery, University of Eastern Finland, Kuopio, Finland
- Neurosurgery of NeuroCenter, Kuopio University Hospital, Kuopio, Finland
| | - Ossi Nerg
- Neurology of NeuroCenter, Kuopio University Hospital, Kuopio, Finland
- Institute of Clinical Medicine-Neurology, University of Eastern Finland, Kuopio, Finland
| | - Anne M Koivisto
- Neurology of NeuroCenter, Kuopio University Hospital, Kuopio, Finland
- Institute of Clinical Medicine-Neurology, University of Eastern Finland, Kuopio, Finland
- Department of Neurosciences, University of Helsinki, Helsinki University Hospital, Helsinki, Finland
- Department of Geriatrics/Rehabilitation and Internal Medicine, University of Helsinki, Helsinki University Hospital, Helsinki, Finland
| | - Tuomo Hänninen
- Neurology of NeuroCenter, Kuopio University Hospital, Kuopio, Finland
- Institute of Clinical Medicine-Neurology, University of Eastern Finland, Kuopio, Finland
| | - Antti Junkkari
- Neurosurgery of NeuroCenter, Kuopio University Hospital, Kuopio, Finland
| | - Susanna Kemppainen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | | | - Rosa Sinisalo
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | - Alli Pesola
- Institute of Clinical Medicine-Neurosurgery, University of Eastern Finland, Kuopio, Finland
| | - Hilkka Soininen
- Institute of Clinical Medicine-Neurology, University of Eastern Finland, Kuopio, Finland
| | - Mikko Hiltunen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | - Ville Leinonen
- Institute of Clinical Medicine-Neurosurgery, University of Eastern Finland, Kuopio, Finland
- Neurosurgery of NeuroCenter, Kuopio University Hospital, Kuopio, Finland
| | - Tuomas Rauramaa
- Department of Pathology, Kuopio University Hospital, Kuopio, Finland
- Institute of Clinical Medicine-Pathology, University of Eastern Finland, Kuopio, Finland
| | - Henna Martiskainen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
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6
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Arenaza‐Urquijo EM, Boyle R, Casaletto K, Anstey KJ, Vila‐Castelar C, Colverson A, Palpatzis E, Eissman JM, Kheng Siang Ng T, Raghavan S, Akinci M, Vonk JMJ, Machado LS, Zanwar PP, Shrestha HL, Wagner M, Tamburin S, Sohrabi HR, Loi S, Bartrés‐Faz D, Dubal DB, Vemuri P, Okonkwo O, Hohman TJ, Ewers M, Buckley RF. Sex and gender differences in cognitive resilience to aging and Alzheimer's disease. Alzheimers Dement 2024; 20:5695-5719. [PMID: 38967222 PMCID: PMC11350140 DOI: 10.1002/alz.13844] [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: 11/08/2023] [Revised: 03/08/2024] [Accepted: 03/21/2024] [Indexed: 07/06/2024]
Abstract
Sex and gender-biological and social constructs-significantly impact the prevalence of protective and risk factors, influencing the burden of Alzheimer's disease (AD; amyloid beta and tau) and other pathologies (e.g., cerebrovascular disease) which ultimately shape cognitive trajectories. Understanding the interplay of these factors is central to understanding resilience and resistance mechanisms explaining maintained cognitive function and reduced pathology accumulation in aging and AD. In this narrative review, the ADDRESS! Special Interest Group (Alzheimer's Association) adopted a multidisciplinary approach to provide the foundations and recommendations for future research into sex- and gender-specific drivers of resilience, including a sex/gender-oriented review of risk factors, genetics, AD and non-AD pathologies, brain structure and function, and animal research. We urge the field to adopt a sex/gender-aware approach to resilience to advance our understanding of the intricate interplay of biological and social determinants and consider sex/gender-specific resilience throughout disease stages. HIGHLIGHTS: Sex differences in resilience to cognitive decline vary by age and cognitive status. Initial evidence supports sex-specific distinctions in brain pathology. Findings suggest sex differences in the impact of pathology on cognition. There is a sex-specific change in resilience in the transition to clinical stages. Gender and sex factors warrant study: modifiable, immune, inflammatory, and vascular.
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Affiliation(s)
- Eider M. Arenaza‐Urquijo
- Environment and Health Over the Life Course Programme, Climate, Air Pollution, Nature and Urban Health ProgrammeBarcelona Institute for Global Health (ISGlobal)BarcelonaSpain
- University of Pompeu FabraBarcelonaBarcelonaSpain
| | - Rory Boyle
- Massachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Kaitlin Casaletto
- Department of NeurologyMemory and Aging CenterUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Kaarin J. Anstey
- University of New South Wales Ageing Futures InstituteSydneyNew South WalesAustralia
- Neuroscience Research AustraliaSydneyNew South WalesAustralia
- School of Psychology, University of New South WalesSidneyNew South WalesAustralia
| | | | - Aaron Colverson
- University of Florida Center for Arts in Medicine Interdisciplinary Research LabUniversity of Florida, Center of Arts in MedicineGainesvilleFloridaUSA
| | - Eleni Palpatzis
- Environment and Health Over the Life Course Programme, Climate, Air Pollution, Nature and Urban Health ProgrammeBarcelona Institute for Global Health (ISGlobal)BarcelonaSpain
- University of Pompeu FabraBarcelonaBarcelonaSpain
| | - Jaclyn M. Eissman
- Vanderbilt Memory and Alzheimer's Center, Department of NeurologyVanderbilt University Medical CenterNashvilleTennesseeUSA
- Vanderbilt Genetics InstituteVanderbilt University Medical CenterNashvilleTennesseeUSA
| | - Ted Kheng Siang Ng
- Rush Institute for Healthy Aging and Department of Internal MedicineRush University Medical CenterChicagoIllinoisUSA
| | | | - Muge Akinci
- Environment and Health Over the Life Course Programme, Climate, Air Pollution, Nature and Urban Health ProgrammeBarcelona Institute for Global Health (ISGlobal)BarcelonaSpain
- University of Pompeu FabraBarcelonaBarcelonaSpain
| | - Jet M. J. Vonk
- Department of NeurologyMemory and Aging CenterUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Luiza S. Machado
- Graduate Program in Biological Sciences: Biochemistry, Universidade Federal Do Rio Grande Do Sul, FarroupilhaPorto AlegreBrazil
| | - Preeti P. Zanwar
- Jefferson College of Population Health, Thomas Jefferson UniversityPhiladelphiaPennsylvaniaUSA
- The Network on Life Course and Health Dynamics and Disparities, University of Southern CaliforniaLos AngelesCaliforniaUSA
| | | | - Maude Wagner
- Rush Alzheimer's Disease Center, Rush University Medical CenterChicagoIllinoisUSA
| | - Stefano Tamburin
- Department of Neurosciences, Biomedicine and Movement SciencesUniversity of VeronaVeronaItaly
| | - Hamid R. Sohrabi
- Centre for Healthy AgeingHealth Future InstituteMurdoch UniversityMurdochWestern AustraliaAustralia
- School of Psychology, Murdoch UniversityMurdochWestern AustraliaAustralia
| | - Samantha Loi
- Neuropsychiatry Centre, Royal Melbourne HospitalParkvilleVictoriaAustralia
- Department of PsychiatryUniversity of MelbourneParkvilleVictoriaAustralia
| | - David Bartrés‐Faz
- Department of MedicineFaculty of Medicine and Health Sciences & Institut de NeurociènciesUniversity of BarcelonaBarcelonaBarcelonaSpain
- Institut d'Investigacions Biomèdiques (IDIBAPS)BarcelonaBarcelonaSpain
- Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la Universitat Autónoma de BarcelonaBadalonaBarcelonaSpain
| | - Dena B. Dubal
- Department of Neurology and Weill Institute of NeurosciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
- Biomedical and Neurosciences Graduate ProgramsUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | | | - Ozioma Okonkwo
- Alzheimer's Disease Research Center and Department of MedicineUniversity of Wisconsin School of Medicine and Public HealthMadisonWisconsinUSA
| | - Timothy J. Hohman
- Vanderbilt Memory and Alzheimer's Center, Department of NeurologyVanderbilt University Medical CenterNashvilleTennesseeUSA
- Vanderbilt Genetics InstituteVanderbilt University Medical CenterNashvilleTennesseeUSA
| | - Michael Ewers
- Institute for Stroke and Dementia ResearchKlinikum der Universität MünchenLudwig Maximilians Universität (LMU)MunichGermany
- German Center for Neurodegenerative Diseases (DZNE, Munich)MunichGermany
| | - Rachel F. Buckley
- Massachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
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7
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Krawczuk D, Kulczyńska-Przybik A, Mroczko B. Clinical Application of Blood Biomarkers in Neurodegenerative Diseases-Present and Future Perspectives. Int J Mol Sci 2024; 25:8132. [PMID: 39125699 PMCID: PMC11311320 DOI: 10.3390/ijms25158132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 07/19/2024] [Accepted: 07/22/2024] [Indexed: 08/12/2024] Open
Abstract
Neurodegenerative diseases are a group of complex diseases characterized by a progressive loss of neurons and degeneration in different areas of the nervous system. They share similar mechanisms, such as neuroinflammation, oxidative stress, and mitochondrial injury, resulting in neuronal loss. One of the biggest challenges in diagnosing neurodegenerative diseases is their heterogeneity. Clinical symptoms are usually present in the advanced stages of the disease, thus it is essential to find optimal biomarkers that would allow early diagnosis. Due to the development of ultrasensitive methods analyzing proteins in other fluids, such as blood, huge progress has been made in the field of biomarkers for neurodegenerative diseases. The application of protein biomarker measurement has significantly influenced not only diagnosis but also prognosis, differentiation, and the development of new therapies, as it enables the recognition of early stages of disease in individuals with preclinical stages or with mild symptoms. Additionally, the introduction of biochemical markers into routine clinical practice may improve diagnosis and allow for a stratification group of people with higher risk, as well as an extension of well-being since a treatment could be started early. In this review, we focus on blood biomarkers, which could be potentially useful in the daily medical practice of selected neurodegenerative diseases.
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Affiliation(s)
- Daria Krawczuk
- Department of Neurodegeneration Diagnostics, Medical University of Białystok, 15-089 Białystok, Poland; (D.K.); (A.K.-P.)
| | - Agnieszka Kulczyńska-Przybik
- Department of Neurodegeneration Diagnostics, Medical University of Białystok, 15-089 Białystok, Poland; (D.K.); (A.K.-P.)
| | - Barbara Mroczko
- Department of Neurodegeneration Diagnostics, Medical University of Białystok, 15-089 Białystok, Poland; (D.K.); (A.K.-P.)
- Department of Biochemical Diagnostics, Medical University of Białystok, 15-089 Białystok, Poland
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8
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Josephs KA, Tosakulwong N, Weigand SD, Graff-Radford J, Schwarz CG, Senjem ML, Machulda MM, Kantarci K, Knopman DS, Nguyen A, Reichard RR, Dickson DW, Petersen RC, Lowe VJ, Jack CR, Whitwell JL. Flortaucipir PET uncovers relationships between tau and amyloid-β in primary age-related tauopathy and Alzheimer's disease. Sci Transl Med 2024; 16:eado8076. [PMID: 39047115 DOI: 10.1126/scitranslmed.ado8076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 06/28/2024] [Indexed: 07/27/2024]
Abstract
[18F]-Flortaucipir positron emission tomography (PET) is considered a good biomarker of Alzheimer's disease. However, it is unknown how flortaucipir is associated with the distribution of tau across brain regions and how these associations are influenced by amyloid-β. It is also unclear whether flortaucipir can detect tau in definite primary age-related tauopathy (PART). We identified 248 individuals at Mayo Clinic who had undergone [18F]-flortaucipir PET during life, had died, and had undergone an autopsy, 239 cases of which also had amyloid-β PET. We assessed nonlinear relationships between flortaucipir uptake in nine medial temporal and cortical regions, Braak tau stage, and Thal amyloid-β phase using generalized additive models. We found that flortaucipir uptake was greater with increasing tau stage in all regions. Increased uptake at low tau stages in medial temporal regions was only observed in cases with a high amyloid-β phase. Flortaucipir uptake linearly increased with the amyloid-β phase in medial temporal and cortical regions. The highest flortaucipir uptake occurred with high Alzheimer's disease neuropathologic change (ADNC) scores, followed by low-intermediate ADNC scores, then PART, with the entorhinal cortex providing the best differentiation between groups. Flortaucipir PET had limited ability to detect PART, and imaging-defined PART did not correspond with pathologically defined PART. In summary, spatial patterns of flortaucipir mirrored the histopathological tau distribution, were influenced by the amyloid-β phase, and were useful for distinguishing different ADNC scores and PART.
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Affiliation(s)
- Keith A Josephs
- Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA
| | - Nirubol Tosakulwong
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN 55905, USA
| | - Stephen D Weigand
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN 55905, USA
| | | | | | - Matthew L Senjem
- Department of Information Technology, Mayo Clinic, Rochester, MN 55905, USA
| | - Mary M Machulda
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN 55905, USA
| | - Kejal Kantarci
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA
| | - David S Knopman
- Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA
| | - Aivi Nguyen
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905, USA
| | - R Ross Reichard
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905, USA
| | - Dennis W Dickson
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA
| | | | - Val J Lowe
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA
| | - Clifford R Jack
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA
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9
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Rezaul Islam M, Akash S, Murshedul Islam M, Sarkar N, Kumer A, Chakraborty S, Dhama K, Ahmed Al-Shaeri M, Anwar Y, Wilairatana P, Rauf A, Halawani IF, Alzahrani FM, Khan H. Alkaloids as drug leads in Alzheimer's treatment: Mechanistic and therapeutic insights. Brain Res 2024; 1834:148886. [PMID: 38582413 DOI: 10.1016/j.brainres.2024.148886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Revised: 03/22/2024] [Accepted: 03/23/2024] [Indexed: 04/08/2024]
Abstract
Alzheimer's disease (AD) has few effective treatment options and continues to be a major global health concern. AD is a neurodegenerative disease that typically affects elderly people. Alkaloids have potential sources for novel drug discovery due to their diverse chemical structures and pharmacological activities. Alkaloids, natural products with heterocyclic nitrogen-containing structures, are considered potential treatments for AD. This review explores the neuroprotective properties of alkaloids in AD, focusing on their ability to regulate pathways such as amyloid-beta aggregation, oxidative stress, synaptic dysfunction, tau hyperphosphorylation, and neuroinflammation. The FDA has approved alkaloids such as acetylcholinesterase inhibitors like galantamine and rivastigmine. This article explores AD's origins, current market medications, and clinical applications of alkaloids in AD therapy. This review explores the development of alkaloid-based drugs for AD, focusing on pharmacokinetics, blood-brain barrier penetration, and potential adverse effects. Future research should focus on the clinical evaluation of promising alkaloids, developing recently discovered alkaloids, and the ongoing search for novel alkaloids for medical treatment. A pharmaceutical option containing an alkaloid may potentially slow down the progression of AD while enhancing its symptoms. This review highlights the potential of alkaloids as valuable drug leads in treating AD, providing a comprehensive understanding of their mechanisms of action and therapeutic implications.
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Affiliation(s)
- Md Rezaul Islam
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Daffodil Smart City, Birulia, Savar, Dhaka 1216, Bangladesh
| | - Shopnil Akash
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Daffodil Smart City, Birulia, Savar, Dhaka 1216, Bangladesh
| | - Mohammed Murshedul Islam
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Daffodil Smart City, Birulia, Savar, Dhaka 1216, Bangladesh
| | - Nadia Sarkar
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Daffodil Smart City, Birulia, Savar, Dhaka 1216, Bangladesh
| | - Ajoy Kumer
- Laboratory of Computational Research for Drug Design and Material Science, Department of Chemistry, College of Arts and Sciences IUBAT-International University of Business Agriculture and Technology, 4 Embankment Drive Road, Sector 10, Uttara Model Town, Dhaka 1230, Bangladesh; Center for Global Health Research, Saveetha Medical College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, India
| | - Sandip Chakraborty
- State Disease Investigation Laboratory, ARDD, Abhoynagar, Agartala, West Tripura, Pin-799005, India
| | - Kuldeep Dhama
- Division of Pathology, Indian Veterinary Research Institute (IVRI) Izatnagar-243 122, Bareilly, Uttar Pradesh, India
| | - Majed Ahmed Al-Shaeri
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah 21441, Kingdom of Saudi Arabia
| | - Yasir Anwar
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah 21441, Kingdom of Saudi Arabia
| | - Polrat Wilairatana
- Department of Clinical Tropical Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Abdur Rauf
- Department of Chemistry, University of Swabi, Anbar 23561, Khyber Pakhtunkhwa, Pakistan
| | - Ibrahim F Halawani
- Department of Clinical Laboratories Sciences, College of Applied Medical Sciences, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia
| | - Fuad M Alzahrani
- Department of Clinical Laboratories Sciences, College of Applied Medical Sciences, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia
| | - Haroon Khan
- Department of Pharmacy, Abdul Wali Khan University Mardan, 23200 Mardan, Pakistan.
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10
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Enzlein T, Lashley T, Sammour DA, Hopf C, Chávez-Gutiérrez L. Integrative Single-Plaque Analysis Reveals Signature Aβ and Lipid Profiles in the Alzheimer's Brain. Anal Chem 2024; 96:9799-9807. [PMID: 38830618 PMCID: PMC11190877 DOI: 10.1021/acs.analchem.3c05557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 04/23/2024] [Accepted: 04/23/2024] [Indexed: 06/05/2024]
Abstract
Cerebral accumulation of amyloid-β (Aβ) initiates molecular and cellular cascades that lead to Alzheimer's disease (AD). However, amyloid deposition does not invariably lead to dementia. Amyloid-positive but cognitively unaffected (AP-CU) individuals present widespread amyloid pathology, suggesting that molecular signatures more complex than the total amyloid burden are required to better differentiate AD from AP-CU cases. Motivated by the essential role of Aβ and the key lipid involvement in AD pathogenesis, we applied multimodal mass spectrometry imaging (MSI) and machine learning (ML) to investigate amyloid plaque heterogeneity, regarding Aβ and lipid composition, in AP-CU versus AD brain samples at the single-plaque level. Instead of focusing on a population mean, our analytical approach allowed the investigation of large populations of plaques at the single-plaque level. We found that different (sub)populations of amyloid plaques, differing in Aβ and lipid composition, coexist in the brain samples studied. The integration of MSI data with ML-based feature extraction further revealed that plaque-associated gangliosides GM2 and GM1, as well as Aβ1-38, but not Aβ1-42, are relevant differentiators between the investigated pathologies. The pinpointed differences may guide further fundamental research investigating the role of amyloid plaque heterogeneity in AD pathogenesis/progression and may provide molecular clues for further development of emerging immunotherapies to effectively target toxic amyloid assemblies in AD therapy. Our study exemplifies how an integrative analytical strategy facilitates the unraveling of complex biochemical phenomena, advancing our understanding of AD from an analytical perspective and offering potential avenues for the refinement of diagnostic tools.
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Affiliation(s)
- Thomas Enzlein
- Center
for Mass Spectrometry and Optical Spectroscopy (CeMOS), Mannheim University of Applied Sciences, Paul-Wittsack Str. 10, Mannheim 68163, Germany
- KU
Leuven-VIB Center for Brain & Disease Research, VIB, Leuven 3000, Belgium
- Department
of Neurosciences, Leuven Institute for Neuroscience and Disease, KU Leuven, Leuven 3000, Belgium
| | - Tammaryn Lashley
- Department
of Neurodegenerative Diseases, UCL Queen
Square Institute of Neurology, London WC1N 3BG, U.K.
| | - Denis Abu Sammour
- Center
for Mass Spectrometry and Optical Spectroscopy (CeMOS), Mannheim University of Applied Sciences, Paul-Wittsack Str. 10, Mannheim 68163, Germany
| | - Carsten Hopf
- Center
for Mass Spectrometry and Optical Spectroscopy (CeMOS), Mannheim University of Applied Sciences, Paul-Wittsack Str. 10, Mannheim 68163, Germany
- Mannheim
Center for Translational Neuroscience (MCTN), Medical Faculty Mannheim, Heidelberg University, Heidelberg 69120, Germany
- Medical Faculty, Heidelberg University, Heidelberg 69120, Germany
| | - Lucía Chávez-Gutiérrez
- KU
Leuven-VIB Center for Brain & Disease Research, VIB, Leuven 3000, Belgium
- Department
of Neurosciences, Leuven Institute for Neuroscience and Disease, KU Leuven, Leuven 3000, Belgium
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11
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Singh NA, Graff-Radford J, Machulda MM, Carlos AF, Schwarz CG, Senjem ML, Jack CR, Lowe VJ, Josephs KA, Whitwell JL. Atypical Alzheimer's disease: new insights into an overlapping spectrum between the language and visual variants. J Neurol 2024; 271:3571-3585. [PMID: 38551740 PMCID: PMC11273322 DOI: 10.1007/s00415-024-12297-1] [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: 10/09/2023] [Revised: 02/28/2024] [Accepted: 03/01/2024] [Indexed: 05/30/2024]
Abstract
Overlap between language and visual variants of atypical Alzheimer's disease (AD) has been reported. However, the extent, frequency of overlap, and its neuroanatomical underpinnings remain unclear. Eighty-two biomarker-confirmed AD patients who presented with either predominant language (n = 34) or visuospatial/perceptual (n = 48) deficits underwent detailed clinical examinations, MRI, and [18F]flortaucipir-PET. Subgroups were defined based on language/visual testing and patterns of volume loss and tau uptake were assessed. 28% of the language group had visual dysfunction (marked in 8%), and 47% of the visual group had language impairment (marked in 26%). Progressive involvement of the parieto-occipital and frontal lobes was noted with greater visual impairment in the language group, and greater left parieto-temporal and frontal involvement with worsening language impairment in the visual group. Only 25% of our cohort showed a pure language or visual presentation, highlighting the high frequency of syndromic overlap in atypical AD and the diagnostic challenge of categorical phenotyping.
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Affiliation(s)
| | | | - Mary M Machulda
- Department of Psychiatry & Psychology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
| | - Arenn F Carlos
- Department of Neurology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
| | | | - Matthew L Senjem
- Department of Radiology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
| | - Clifford R Jack
- Department of Radiology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
| | - Val J Lowe
- Department of Radiology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
| | - Keith A Josephs
- Department of Neurology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
| | - Jennifer L Whitwell
- Department of Radiology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA.
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12
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2024 Alzheimer's disease facts and figures. Alzheimers Dement 2024; 20:3708-3821. [PMID: 38689398 PMCID: PMC11095490 DOI: 10.1002/alz.13809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2024]
Abstract
This article describes the public health impact of Alzheimer's disease (AD), including prevalence and incidence, mortality and morbidity, use and costs of care and the ramifications of AD for family caregivers, the dementia workforce and society. The Special Report discusses the larger health care system for older adults with cognitive issues, focusing on the role of caregivers and non-physician health care professionals. An estimated 6.9 million Americans age 65 and older are living with Alzheimer's dementia today. This number could grow to 13.8 million by 2060, barring the development of medical breakthroughs to prevent or cure AD. Official AD death certificates recorded 119,399 deaths from AD in 2021. In 2020 and 2021, when COVID-19 entered the ranks of the top ten causes of death, Alzheimer's was the seventh-leading cause of death in the United States. Official counts for more recent years are still being compiled. Alzheimer's remains the fifth-leading cause of death among Americans age 65 and older. Between 2000 and 2021, deaths from stroke, heart disease and HIV decreased, whereas reported deaths from AD increased more than 140%. More than 11 million family members and other unpaid caregivers provided an estimated 18.4 billion hours of care to people with Alzheimer's or other dementias in 2023. These figures reflect a decline in the number of caregivers compared with a decade earlier, as well as an increase in the amount of care provided by each remaining caregiver. Unpaid dementia caregiving was valued at $346.6 billion in 2023. Its costs, however, extend to unpaid caregivers' increased risk for emotional distress and negative mental and physical health outcomes. Members of the paid health care and broader community-based workforce are involved in diagnosing, treating and caring for people with dementia. However, the United States faces growing shortages across different segments of the dementia care workforce due to a combination of factors, including the absolute increase in the number of people living with dementia. Therefore, targeted programs and care delivery models will be needed to attract, better train and effectively deploy health care and community-based workers to provide dementia care. Average per-person Medicare payments for services to beneficiaries age 65 and older with AD or other dementias are almost three times as great as payments for beneficiaries without these conditions, and Medicaid payments are more than 22 times as great. Total payments in 2024 for health care, long-term care and hospice services for people age 65 and older with dementia are estimated to be $360 billion. The Special Report investigates how caregivers of older adults with cognitive issues interact with the health care system and examines the role non-physician health care professionals play in facilitating clinical care and access to community-based services and supports. It includes surveys of caregivers and health care workers, focusing on their experiences, challenges, awareness and perceptions of dementia care navigation.
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13
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Pereira ML, Caramelli P, Sá VMD, Rocha PHM, Oliveira JPGD, Amorim RPD, Silva EVD, Delboni VS, Barbosa MT, Miranda LFJRD, de Souza LC. Memory complaint in a middle-income country: a four-year longitudinal study in a cohort with low-education. ARQUIVOS DE NEURO-PSIQUIATRIA 2024; 82:1-9. [PMID: 38849124 DOI: 10.1055/s-0044-1787138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2024]
Abstract
BACKGROUND Memory complaints are frequent in older adults and are associated with higher risk of cognitive decline. OBJECTIVE To investigate the functional outcome of individuals with memory complaints followed up at primary care centers. METHODS Data were collected between 2016 e 2020 in primary health care centers in Brazil. Patients underwent the Brief Cognitive Screening Battery, and the Functional Activities Questionnaire. RESULTS The initial sample (2016) comprised 91 individuals classified into those with subjective cognitive decline (SCD, n = 15), mild cognitive impairment (MCI, n = 45), or dementia (n = 31). During follow-up, 8 individuals (8.8% of the initial sample) died and 26 (28.5% of the initial sample) were not found. Fifty-seven participants underwent clinical reassessment. Of 15 individuals with SCD, 7 were not found (46.7%), 4 (26.7%) progressed to MCI, and 4 (26.7%) remained stable. Of 45 individuals with MCI, 11 were not found (24.4%), 2 (4.4%) died, 6 (13.4%) progressed to dementia, 12 (26.7%) regressed to SCD, and 14 (31.1%) remained stable. Of 31 individuals with dementia, 8 were not found (25.8%), 6 (19.4%) died, 2 (6.5%) regressed to SCD, 7 (22.6%) regressed to MCI, and 8 remained stable (25.8%). Clinical improvement was due to the treatment of reversible causes, such as B12 hypovitaminosis and mood disorders. Older age, lower Mini-Mental State Examination, and higher scores of memory complaint, but not the use of benzodiazepines and of proton pump inhibitors, were predictors of functional status. CONCLUSION Despite their limits (short sample size, missing data), these results support the idea that adequate screening, follow-up, and treatment of reversible causes of dementia in primary care are essential.
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Affiliation(s)
- Marcos Leandro Pereira
- Universidade Federal de Minas Gerais, Programa de Pós-Graduação em Neurociências, Belo Horizonte MG, Brazil
- Khronus Saúde e Educação Ltda, Instituto Khronus de Desenvolvimento Humano, Patos de Minas MG, Brazil
- Centro Universitário de Patos de Minas, Curso de Medicina, Patos de Minas MG, Brazil
| | - Paulo Caramelli
- Universidade Federal de Minas Gerais, Programa de Pós-Graduação em Neurociências, Belo Horizonte MG, Brazil
- Universidade Federal de Minas Gerais, Faculdade de Medicina, Departamento de Clínica Médica, Belo Horizonte MG, Brazil
| | - Vannessa Marinara de Sá
- Khronus Saúde e Educação Ltda, Instituto Khronus de Desenvolvimento Humano, Patos de Minas MG, Brazil
| | | | | | | | - Elvis Vieira da Silva
- Centro Universitário de Patos de Minas, Curso de Medicina, Patos de Minas MG, Brazil
| | | | - Maira Tonidandel Barbosa
- Universidade Federal de Minas Gerais, Faculdade de Medicina, Departamento de Clínica Médica, Belo Horizonte MG, Brazil
| | | | - Leonardo Cruz de Souza
- Universidade Federal de Minas Gerais, Programa de Pós-Graduação em Neurociências, Belo Horizonte MG, Brazil
- Universidade Federal de Minas Gerais, Faculdade de Medicina, Departamento de Clínica Médica, Belo Horizonte MG, Brazil
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14
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Karstens AJ, Christianson TJ, Lundt ES, Machulda MM, Mielke MM, Fields JA, Kremers WK, Graff-Radford J, Vemuri P, Jack CR, Knopman DS, Petersen RC, Stricker NH. Mayo normative studies: regression-based normative data for ages 30-91 years with a focus on the Boston Naming Test, Trail Making Test and Category Fluency. J Int Neuropsychol Soc 2024; 30:389-401. [PMID: 38014536 PMCID: PMC11014770 DOI: 10.1017/s1355617723000760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
OBJECTIVE Normative neuropsychological data are essential for interpretation of test performance in the context of demographic factors. The Mayo Normative Studies (MNS) aim to provide updated normative data for neuropsychological measures administered in the Mayo Clinic Study of Aging (MCSA), a population-based study of aging that randomly samples residents of Olmsted County, Minnesota, from age- and sex-stratified groups. We examined demographic effects on neuropsychological measures and validated the regression-based norms in comparison to existing normative data developed in a similar sample. METHOD The MNS includes cognitively unimpaired adults ≥30 years of age (n = 4,428) participating in the MCSA. Multivariable linear regressions were used to determine demographic effects on test performance. Regression-based normative formulas were developed by first converting raw scores to normalized scaled scores and then regressing on age, age2, sex, and education. Total and sex-stratified base rates of low scores (T < 40) were examined in an older adult validation sample and compared with Mayo's Older Americans Normative Studies (MOANS) norms. RESULTS Independent linear regressions revealed variable patterns of linear and/or quadratic effects of age (r2 = 6-27% variance explained), sex (0-13%), and education (2-10%) across measures. MNS norms improved base rates of low performance in the older adult validation sample overall and in sex-specific patterns relative to MOANS. CONCLUSIONS Our results demonstrate the need for updated norms that consider complex demographic associations on test performance and that specifically exclude participants with mild cognitive impairment from the normative sample.
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Affiliation(s)
- Aimee J. Karstens
- Division of Neurocognitive Disorders, Department of
Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - Teresa J. Christianson
- Division of Biomedical Statistics and Informatics,
Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, USA
| | - Emily S. Lundt
- Division of Biomedical Statistics and Informatics,
Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, USA
| | - Mary M. Machulda
- Division of Neurocognitive Disorders, Department of
Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - Michelle M. Mielke
- Department of Epidemiology and Prevention, Wake Forest
University School of Medicine, Winston-Salem, NC, USA
- Department of Gerontology and Geriatric Medicine, Wake
Forest University School of Medicine, Winston-Salem, NC, USA
| | - Julie A. Fields
- Division of Neurocognitive Disorders, Department of
Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - Walter K. Kremers
- Division of Biomedical Statistics and Informatics,
Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, USA
| | | | | | | | | | | | - Nikki H. Stricker
- Division of Neurocognitive Disorders, Department of
Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
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15
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Singh NA, Goodrich AW, Graff-Radford J, Machulda MM, Sintini I, Carlos AF, Robinson CG, Reid RI, Lowe VJ, Jack CR, Petersen RC, Boeve BF, Josephs KA, Kantarci K, Whitwell JL. Altered structural and functional connectivity in Posterior Cortical Atrophy and Dementia with Lewy bodies. Neuroimage 2024; 290:120564. [PMID: 38442778 PMCID: PMC11019668 DOI: 10.1016/j.neuroimage.2024.120564] [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: 02/12/2024] [Accepted: 03/03/2024] [Indexed: 03/07/2024] Open
Abstract
Posterior cortical atrophy (PCA) and dementia with Lewy bodies (DLB) show distinct atrophy and overlapping hypometabolism profiles, but it is unknown how disruptions in structural and functional connectivity compare between these disorders and whether breakdowns in connectivity relate to either atrophy or hypometabolism. Thirty amyloid-positive PCA patients, 24 amyloid-negative DLB patients and 30 amyloid-negative cognitively unimpaired (CU) healthy individuals were recruited at Mayo Clinic, Rochester, MN, and underwent a 3T head MRI, including structural MRI, resting state functional MRI (rsfMRI) and diffusion tensor imaging (DTI) sequences, as well as [18F] fluorodeoxyglucose (FDG) PET. We assessed functional connectivity within and between 12 brain networks using rsfMRI and the CONN functional connectivity toolbox and calculated regional DTI metrics using the Johns Hopkins atlas. Multivariate linear-regression models corrected for multiple comparisons and adjusted for age and sex compared DTI metrics and within-network and between-network functional connectivity across groups. Regional gray-matter volumes and FDG-PET standard uptake value ratios (SUVRs) were calculated and analyzed at the voxel-level using SPM12. We used univariate linear-regression models to investigate the relationship between connectivity measures, gray-matter volume, and FDG-PET SUVR. On DTI, PCA showed degeneration in occipito-parietal white matter, posterior thalamic radiations, splenium of the corpus collosum and sagittal stratum compared to DLB and CU, with greater degeneration in the temporal white matter and the fornix compared to CU. We observed no white-matter degeneration in DLB compared to CU. On rsfMRI, reduced within-network connectivity was present in dorsal and ventral default mode networks (DMN) and the dorsal-attention network in PCA compared to DLB and CU, with reduced within-network connectivity in the visual and sensorimotor networks compared to CU. DLB showed reduced connectivity in the cerebellar network compared to CU. Between-network analysis showed increased connectivity in both cerebellar-to-sensorimotor and cerebellar-to-dorsal attention network connectivity in PCA and DLB. PCA showed reduced anterior DMN-to-cerebellar and dorsal attention-to-sensorimotor connectivity, while DLB showed reduced posterior DMN-to-sensorimotor connectivity compared to CU. PCA showed reduced dorsal DMN-to-visual connectivity compared to DLB. The multimodal analysis revealed weak associations between functional connectivity and volume in PCA, and between functional connectivity and metabolism in DLB. These findings suggest that PCA and DLB have unique connectivity alterations, with PCA showing more widespread disruptions in both structural and functional connectivity; yet some overlap was observed with both disorders showing increased connectivity from the cerebellum.
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Affiliation(s)
| | - Austin W Goodrich
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, United States
| | | | - Mary M Machulda
- Department of Psychiatry & Psychology, Mayo Clinic, Rochester, MN, United States
| | - Irene Sintini
- Department of Radiology, Mayo Clinic, Rochester, MN, United States
| | - Arenn F Carlos
- Department of Neurology, Mayo Clinic, Rochester, MN, United States
| | | | - Robert I Reid
- Department of Radiology, Mayo Clinic, Rochester, MN, United States; Department of Information Technology, Mayo Clinic, Rochester, MN, United States
| | - Val J Lowe
- Department of Radiology, Mayo Clinic, Rochester, MN, United States
| | - Clifford R Jack
- Department of Radiology, Mayo Clinic, Rochester, MN, United States
| | | | - Bradley F Boeve
- Department of Neurology, Mayo Clinic, Rochester, MN, United States
| | - Keith A Josephs
- Department of Neurology, Mayo Clinic, Rochester, MN, United States
| | - Kejal Kantarci
- Department of Radiology, Mayo Clinic, Rochester, MN, United States
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16
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Orimaye SO, Schmidtke KA. Combining artificial neural networks and a marginal structural model to predict the progression from depression to Alzheimer's disease. FRONTIERS IN DEMENTIA 2024; 3:1362230. [PMID: 39081615 PMCID: PMC11285640 DOI: 10.3389/frdem.2024.1362230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 03/21/2024] [Indexed: 08/02/2024]
Abstract
Introduction Decades of research in population health have established depression as a likely precursor to Alzheimer's disease. A combination of causal estimates and machine learning methods in artificial intelligence could identify internal and external mediating mechanisms that contribute to the likelihood of progression from depression to Alzheimer's disease. Methods We developed an integrated predictive model, combining the marginal structural model and an artificial intelligence predictive model, distinguishing between patients likely to progress from depressive states to Alzheimer's disease better than each model alone. Results The integrated predictive model achieved substantial clinical relevance when using the area under the curve measure. It performed better than the traditional statistical method or a single artificial intelligence method alone. Discussion The integrated predictive model could form a part of a clinical screening tool that identifies patients who are likely to progress from depression to Alzheimer's disease for early behavioral health interventions. Given the high costs of treating Alzheimer's disease, our model could serve as a cost-effective intervention for the early detection of depression before it progresses to Alzheimer's disease.
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Affiliation(s)
- Sylvester O. Orimaye
- College of Global Population Health, University of Health Sciences and Pharmacy, St. Louis, MO, United States
| | - Kelly A. Schmidtke
- College of Arts and Sciences, University of Health Sciences and Pharmacy, St. Louis, MO, United States
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17
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Therriault J, Schindler SE, Salvadó G, Pascoal TA, Benedet AL, Ashton NJ, Karikari TK, Apostolova L, Murray ME, Verberk I, Vogel JW, La Joie R, Gauthier S, Teunissen C, Rabinovici GD, Zetterberg H, Bateman RJ, Scheltens P, Blennow K, Sperling R, Hansson O, Jack CR, Rosa-Neto P. Biomarker-based staging of Alzheimer disease: rationale and clinical applications. Nat Rev Neurol 2024; 20:232-244. [PMID: 38429551 DOI: 10.1038/s41582-024-00942-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/05/2024] [Indexed: 03/03/2024]
Abstract
Disease staging, whereby the spatial extent and load of brain pathology are used to estimate the severity of Alzheimer disease (AD), is pivotal to the gold-standard neuropathological diagnosis of AD. Current in vivo diagnostic frameworks for AD are based on abnormal concentrations of amyloid-β and tau in the cerebrospinal fluid or on PET scans, and breakthroughs in molecular imaging have opened up the possibility of in vivo staging of AD. Focusing on the key principles of disease staging shared across several areas of medicine, this Review highlights the potential for in vivo staging of AD to transform our understanding of preclinical AD, refine enrolment criteria for trials of disease-modifying therapies and aid clinical decision-making in the era of anti-amyloid therapeutics. We provide a state-of-the-art review of recent biomarker-based AD staging systems and highlight their contributions to the understanding of the natural history of AD. Furthermore, we outline hypothetical frameworks to stage AD severity using more accessible fluid biomarkers. In addition, by applying amyloid PET-based staging to recently published anti-amyloid therapeutic trials, we highlight how biomarker-based disease staging frameworks could illustrate the numerous pathological changes that have already taken place in individuals with mildly symptomatic AD. Finally, we discuss challenges related to the validation and standardization of disease staging and provide a forward-looking perspective on potential clinical applications.
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Affiliation(s)
- Joseph Therriault
- Translational Neuroimaging Laboratory, McGill Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, Montreal, Quebec, Canada.
- Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada.
| | - Suzanne E Schindler
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Gemma Salvadó
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Tharick A Pascoal
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
| | - Andréa Lessa Benedet
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Mölndal, Sweden
| | - Nicholas J Ashton
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Mölndal, Sweden
- NIHR Biomedical Research Centre, South London and Maudsley NHS Foundation, London, UK
| | - Thomas K Karikari
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Mölndal, Sweden
| | - Liana Apostolova
- Department of Neurology, University of Indiana School of Medicine, Indianapolis, IN, USA
| | | | - Inge Verberk
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam, Netherlands
| | - Jacob W Vogel
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
- Department of Clinical Sciences, Malmö, SciLifeLab, Lund University, Lund, Sweden
| | - Renaud La Joie
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA
| | - Serge Gauthier
- Translational Neuroimaging Laboratory, McGill Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, Montreal, Quebec, Canada
- Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada
| | - Charlotte Teunissen
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam, Netherlands
| | - Gil D Rabinovici
- Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA
- Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Gothenburg, Sweden
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
- UK Dementia Research Institute at UCL, London, UK
- Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
| | - Randall J Bateman
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA
- Tracy Family SILQ Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Philip Scheltens
- Alzheimer Centre Amsterdam, Amsterdam Neuroscience, Amsterdam, Netherlands
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Mölndal, Sweden
| | - Reisa Sperling
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Oskar Hansson
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | | | - Pedro Rosa-Neto
- Translational Neuroimaging Laboratory, McGill Research Centre for Studies in Aging, Alzheimer's Disease Research Unit, Douglas Research Institute, Le Centre intégré universitaire de santé et de services sociaux (CIUSSS) de l'Ouest-de-l'Île-de-Montréal, Montreal, Quebec, Canada
- Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada
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18
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Høilund-Carlsen PF, Alavi A, Castellani RJ, Neve RL, Perry G, Revheim ME, Barrio JR. Alzheimer's Amyloid Hypothesis and Antibody Therapy: Melting Glaciers? Int J Mol Sci 2024; 25:3892. [PMID: 38612701 PMCID: PMC11012162 DOI: 10.3390/ijms25073892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 03/27/2024] [Accepted: 03/29/2024] [Indexed: 04/14/2024] Open
Abstract
The amyloid cascade hypothesis for Alzheimer's disease is still alive, although heavily challenged. Effective anti-amyloid immunotherapy would confirm the hypothesis' claim that the protein amyloid-beta is the cause of the disease. Two antibodies, aducanumab and lecanemab, have been approved by the U.S. Food and Drug Administration, while a third, donanemab, is under review. The main argument for the FDA approvals is a presumed therapy-induced removal of cerebral amyloid deposits. Lecanemab and donanemab are also thought to cause some statistical delay in the determination of cognitive decline. However, clinical efficacy that is less than with conventional treatment, selection of amyloid-positive trial patients with non-specific amyloid-PET imaging, and uncertain therapy-induced removal of cerebral amyloids in clinical trials cast doubt on this anti-Alzheimer's antibody therapy and hence on the amyloid hypothesis, calling for a more thorough investigation of the negative impact of this type of therapy on the brain.
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Affiliation(s)
- Poul F. Høilund-Carlsen
- Department of Nuclear Medicine, Odense University Hospital, 5000 Odense C, Denmark
- Research Unit of Clinical Physiology and Nuclear Medicine, Department of Clinical Research, University of Southern Denmark, 5230 Odense M, Denmark
| | - Abass Alavi
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA;
| | - Rudolph J. Castellani
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA;
| | - Rachael L. Neve
- Gene Delivery Technology Core, Massachusetts General Hospital, Boston, MA 02114, USA;
| | - George Perry
- Department of Neuroscience, Developmental and Regenerative Biology and Genetics of Neurodegeneration, University of Texas at San Antonio, San Antonio, TX 78249, USA;
| | - Mona-Elisabeth Revheim
- The Intervention Centre, Division of Technology and Innovation, Oslo University Hospital, 0372 Oslo, Norway;
- Institute of Clinical Medicine, University of Oslo, 0313 Oslo, Norway
| | - Jorge R. Barrio
- Department of Molecular and Medical Pharmacology, David Geffen UCLA School of Medicine, Los Angeles, LA 90095, USA
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19
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Mu Y, Chang KX, Chen YF, Yan K, Wang CX, Hua Q. Diagnosis of Alzheimer's disease: Towards accuracy and accessibility. J Biol Methods 2024; 11:e99010010. [PMID: 38988499 PMCID: PMC11231050 DOI: 10.14440/jbm.2024.412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 12/23/2023] [Accepted: 12/25/2023] [Indexed: 07/12/2024] Open
Abstract
Alzheimer's disease (AD) is a serious dementia afflicting aging population and is characterized by cognitive decline, amyloid-β plaques, and neurofibrillary tangles. AD substantially impairs the life quality of the victims and poses a heavy burden on the society at large. The number of people with dementia due to AD, prodromal AD, and preclinical AD is estimated to stand at roughly 3.2, 69, and 315 million worldwide, respectively. Current clinical diagnosis is based on clinical symptoms, and clinical research demonstrated that positron emission tomography (PET) and cerebrospinal fluid (CSF) biomarkers had excellent diagnostic performance. However, the application of CSF biomarker tests and PET are restricted by the invasiveness and high cost. The presence of clinical symptoms means that AD pathology has been progressing for many years, and only a few drugs have been approved for the traetemnt of AD. Therefore, early diagnosis is extremely important for controlling the outcomes caused by AD. In this review, we provided an overview of developing clinical diagnostic criteria, diagnostic strategies under clinical research, developing blood based-biomarker assays, and promising nanotechnologically-based assays.
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Affiliation(s)
- Yan Mu
- Beijing University of Chinese Medicine, Beijing 100029, China
| | - Ke-Xin Chang
- Beijing University of Chinese Medicine, Beijing 100029, China
| | - Yu-Feng Chen
- Beijing University of Chinese Medicine, Beijing 100029, China
| | - Ke Yan
- Beijing University of Chinese Medicine, Beijing 100029, China
| | - Chun-Xiang Wang
- Beijing University of Chinese Medicine, Beijing 100029, China
| | - Qian Hua
- Beijing University of Chinese Medicine, Beijing 100029, China
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20
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Xu H, Qiu Q, Hu P, Hoxha K, Jang E, O'Reilly M, Kim C, He Z, Marotta N, Changolkar L, Zhang B, Wu H, Schellenberg GD, Kraemer B, Luk KC, Lee EB, Trojanowski JQ, Brunden KR, Lee VMY. MSUT2 regulates tau spreading via adenosinergic signaling mediated ASAP1 pathway in neurons. Acta Neuropathol 2024; 147:55. [PMID: 38472475 PMCID: PMC10933148 DOI: 10.1007/s00401-024-02703-3] [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: 12/06/2023] [Revised: 02/06/2024] [Accepted: 02/07/2024] [Indexed: 03/14/2024]
Abstract
Inclusions comprised of microtubule-associated protein tau (tau) are implicated in a group of neurodegenerative diseases, collectively known as tauopathies, that include Alzheimer's disease (AD). The spreading of misfolded tau "seeds" along neuronal networks is thought to play a crucial role in the progression of tau pathology. Consequently, restricting the release or uptake of tau seeds may inhibit the spread of tau pathology and potentially halt the advancement of the disease. Previous studies have demonstrated that the Mammalian Suppressor of Tauopathy 2 (MSUT2), an RNA binding protein, modulates tau pathogenesis in a transgenic mouse model. In this study, we investigated the impact of MSUT2 on tau pathogenesis using tau seeding models. Our findings indicate that the loss of MSUT2 mitigates human tau seed-induced pathology in neuron cultures and mouse models. In addition, MSUT2 regulates many gene transcripts, including the Adenosine Receptor 1 (A1AR), and we show that down regulation or inhibition of A1AR modulates the activity of the "ArfGAP with SH3 Domain, Ankyrin Repeat, and PH Domain 1 protein" (ASAP1), thereby influencing the internalization of pathogenic tau seeds into neurons resulting in reduction of tau pathology.
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Affiliation(s)
- Hong Xu
- Department of Pathology and Laboratory Medicine, Institute on Aging and Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
| | - Qi Qiu
- Department of Genetics, Penn Epigenetics Institute, Institute of Regenerative Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Peng Hu
- Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources (Ministry of Education), Shanghai Ocean University, Shanghai, China
| | - Kevt'her Hoxha
- Department of Pathology and Laboratory Medicine, Institute on Aging and Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Elliot Jang
- Department of Pathology and Laboratory Medicine, Institute on Aging and Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Mia O'Reilly
- Department of Pathology and Laboratory Medicine, Institute on Aging and Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Christopher Kim
- Department of Pathology and Laboratory Medicine, Institute on Aging and Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Zhuohao He
- Interdisciplinary Research Center On Biology and Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai, 201210, China
- University of the Chinese Academy of Sciences, Beijing, 100049, China
| | - Nicholas Marotta
- Department of Pathology and Laboratory Medicine, Institute on Aging and Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Lakshmi Changolkar
- Department of Pathology and Laboratory Medicine, Institute on Aging and Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Bin Zhang
- Department of Pathology and Laboratory Medicine, Institute on Aging and Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Hao Wu
- Department of Genetics, Penn Epigenetics Institute, Institute of Regenerative Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Gerard D Schellenberg
- Department of Pathology and Laboratory Medicine, Penn Neurodegeneration Genomics Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Brian Kraemer
- Geriatric Research Education and Clinical Center, Veterans Affairs Puget Sound Health Care System, Seattle, WA, 98108, USA
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, 98195, USA
- Division of Gerontology and Geriatric Medicine, Department of Medicine, University of Washington School of Medicine, Seattle, WA, 98104, USA
| | - Kelvin C Luk
- Department of Pathology and Laboratory Medicine, Institute on Aging and Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Edward B Lee
- Translational Neuropathology Research Laboratory, Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - John Q Trojanowski
- Department of Pathology and Laboratory Medicine, Institute on Aging and Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kurt R Brunden
- Department of Pathology and Laboratory Medicine, Institute on Aging and Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Virginia M-Y Lee
- Department of Pathology and Laboratory Medicine, Institute on Aging and Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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21
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Robinson CG, Lee J, Min PH, Przybelski SA, Josephs KA, Jones DT, Graff‐Radford J, Boeve BF, Knopman DS, Jack CR, Petersen RC, Machulda MM, Fields JA, Lowe VJ. Significance of a positive tau PET scan with a negative amyloid PET scan. Alzheimers Dement 2024; 20:1923-1932. [PMID: 38159060 PMCID: PMC10947949 DOI: 10.1002/alz.13608] [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: 07/10/2023] [Revised: 10/24/2023] [Accepted: 11/17/2023] [Indexed: 01/03/2024]
Abstract
INTRODUCTION The implications of positive tau positron emission tomography (T) with negative beta amyloid positron emission tomography (A) are not well understood. We investigated cognitive performance in participants who were T+ but A-. METHODS We evaluated 98 participants from the Mayo Clinic who were T+ and A-. Participants were matched 2:1 to A- and T- cognitively unimpaired (CU) controls. Cognitive test scores were compared between different groups. RESULTS The A-T+ group demonstrated lower performance than the A-T- group on the Mini-Mental Status Exam (MMSE) (p < 0.001), Wechsler Memory Scale-Revised Logical Memory I (p < 0.001) and Logical Memory II (p < 0.001), Auditory Verbal Learning Test (AVLT) delayed recall (p = 0.004), category fluency (animals p = 0.005; vegetables p = 0.021), Trail Making Test A and B (p < 0.001), and others. There were no significant differences in demographic features or apolipoprotein E (APOE) e4 genotype between CU A-T+ and CI A-T+. DISCUSSION A-T+ participants show an association with lower cognitive performance.
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Affiliation(s)
| | - Jeyeon Lee
- College of MedicineHanyang UniversitySeoulSouth Korea
| | - Paul H. Min
- Departments of RadiologyMayo ClinicRochesterMinnesotaUSA
| | | | | | - David T. Jones
- Departments of NeurologyMayo ClinicRochesterMinnesotaUSA
| | | | | | | | | | | | - Mary M. Machulda
- Departments of Psychiatry and PsychologyMayo ClinicRochesterMinnesotaUSA
| | - Julie A. Fields
- Departments of Psychiatry and PsychologyMayo ClinicRochesterMinnesotaUSA
| | - Val J. Lowe
- Departments of RadiologyMayo ClinicRochesterMinnesotaUSA
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22
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Shir D, Corriveau-Lecavalier N, Graff-Radford J, Machulda MM, Knopman DS, Petersen RC, Nguyen AT, Dickson DW, Jones DT. Case report: pre-symptomatic clinical and metabolic profile in posterior cortical atrophy and dementia with Lewy bodies. Neurocase 2024; 30:1-7. [PMID: 38758704 PMCID: PMC11243756 DOI: 10.1080/13554794.2024.2348223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 04/15/2024] [Indexed: 05/19/2024]
Abstract
A research participant was monitored over nearly two decades at Mayo Clinic, undergoing annual neurologic assessments, neuropsychological tests, and multimodal imaging. Initially, he was cognitively normal but developed symptoms consistent with Posterior Cortical Atrophy (PCA) during the study. Early tests indicated mild, yet normal-range declines in language and visuospatial skills. FDG-PET scans revealed increased metabolism in posterior brain regions long before symptoms appeared. Advanced analysis using a novel in-house machine-learning tool predicted concurrent Alzheimer's disease and dementia with Lewy bodies. Autopsy confirmed a mixed neurodegenerative condition with significant Alzheimer's pathology and dense neocortical Lewy bodies. This case underscores the value of longitudinal imaging in predicting complex neurodegenerative diseases, offering vital insights into the early neurocognitive changes associated with PCA and dementia with Lewy bodies.
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Affiliation(s)
- Dror Shir
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Nick Corriveau-Lecavalier
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, 55905, USA
| | | | - Mary M. Machulda
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, 55905, USA
| | | | - Ronald C. Petersen
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Aivi T. Nguyen
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | | | - David T. Jones
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
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23
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Fang T, Dai Y, Hu X, Xu Y, Qiao J. Evaluation of serum neurofilament light chain and glial fibrillary acidic protein in the diagnosis of Alzheimer's disease. Front Neurol 2024; 15:1320653. [PMID: 38352136 PMCID: PMC10861667 DOI: 10.3389/fneur.2024.1320653] [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: 10/14/2023] [Accepted: 01/15/2024] [Indexed: 02/16/2024] Open
Abstract
Purpose This study aimed to evaluate the use of serum neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP) in the diagnosis of Alzheimer's disease (AD) and the differential diagnosis between AD and mild cognitive impairment (MCI). Methods From September 2021 to October 2022, we collected venous blood from patients and healthy individuals who visited our hospital's Neurology Department, and we isolated serum to detect NfL and GFAP using direct chemiluminescence. The results were analyzed using one-way analysis of variance (ANOVA) analysis and receiver operating characteristic (ROC) curves. Results Pairwise comparisons among the three groups showed that compared with the health checkup (HC) group, serum NfL and GFAP were increased in both AD and MCI (PNfL < 0.05, PGFAP < 0.01). There were significant differences in GFAP between MCI and AD groups, and the level in AD group was higher (p < 0.01), while there was no difference in NfL. Both serum NfL and serum GFAP levels can independently diagnose AD (p < 0.01). The ROC curve showed that GFAP had a higher diagnostic efficacy, with an area under the ROC curve (AUC) of 0.928. The cut-off values of the two serum markers for the diagnosis of AD were NfL > 40.09 pg./mL and GFAP >31.40 pg./mL. Sensitivity and specificity for NfL in the diagnosis of AD were 59.6 and 76.2%, respectively, and for GFAP, they were 90.4 and 82.1%, respectively. The combined diagnosis of GFAP and NfL improved the diagnostic efficiency (AUC = 0.931, sensitivity = 78.8%, specificity = 92.3%). The cut-off value of GFAP for the differential diagnosis of MCI and AD was 46.05 pg./mL. Conclusion Both serum NfL and serum GFAP can be used as biomarkers for the diagnosis of AD. Serum GFAP has better diagnostic efficacy and can distinguish AD from MCI. A combined diagnosis can improve diagnostic specificity.
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Affiliation(s)
| | | | | | - Yuanhong Xu
- Department of Clinical Laboratory, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Jinping Qiao
- Department of Clinical Laboratory, The First Affiliated Hospital of Anhui Medical University, Hefei, China
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24
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Bajaj S, Mahesh R. Converged avenues: depression and Alzheimer's disease- shared pathophysiology and novel therapeutics. Mol Biol Rep 2024; 51:225. [PMID: 38281208 DOI: 10.1007/s11033-023-09170-1] [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: 09/06/2023] [Accepted: 12/15/2023] [Indexed: 01/30/2024]
Abstract
Depression, a highly prevalent disorder affecting over 280 million people worldwide, is comorbid with many neurological disorders, particularly Alzheimer's disease (AD). Depression and AD share overlapping pathophysiology, and the search for accountable biological substrates made it an essential and intriguing field of research. The paper outlines the neurobiological pathways coinciding with depression and AD, including neurotrophin signalling, the hypothalamic-pituitary-adrenal axis (HPA), cellular apoptosis, neuroinflammation, and other aetiological factors. Understanding overlapping pathways is crucial in identifying common pathophysiological substrates that can be targeted for effective management of disease state. Antidepressants, particularly monoaminergic drugs (first-line therapy), are shown to have modest or no clinical benefits. Regardless of the ineffectiveness of conventional antidepressants, these drugs remain the mainstay for treating depressive symptoms in AD. To overcome the ineffectiveness of traditional pharmacological agents in treating comorbid conditions, a novel therapeutic class has been discussed in the paper. This includes neurotransmitter modulators, glutamatergic system modulators, mitochondrial modulators, antioxidant agents, HPA axis targeted therapy, inflammatory system targeted therapy, neurogenesis targeted therapy, repurposed anti-diabetic agents, and others. The primary clinical challenge is the development of therapeutic agents and the effective diagnosis of the comorbid condition for which no specific diagnosable scale is present. Hence, introducing Artificial Intelligence (AI) into the healthcare system is revolutionary. AI implemented with interdisciplinary strategies (neuroimaging, EEG, molecular biomarkers) bound to have accurate clinical interpretation of symptoms. Moreover, AI has the potential to forecast neurodegenerative and psychiatric illness much in advance before visible/observable clinical symptoms get precipitated.
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Affiliation(s)
- Shivanshu Bajaj
- Department of Pharmacy, Birla Institute of Technology and Science (BITS), Pilani, 333031, Rajasthan, India
| | - Radhakrishnan Mahesh
- Department of Pharmacy, Birla Institute of Technology and Science (BITS), Pilani, 333031, Rajasthan, India.
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25
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Bermejo-Pareja F, del Ser T. Controversial Past, Splendid Present, Unpredictable Future: A Brief Review of Alzheimer Disease History. J Clin Med 2024; 13:536. [PMID: 38256670 PMCID: PMC10816332 DOI: 10.3390/jcm13020536] [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: 10/12/2023] [Revised: 12/29/2023] [Accepted: 01/04/2024] [Indexed: 01/24/2024] Open
Abstract
Background: The concept of Alzheimer disease (AD)-since its histological discovery by Alzheimer to the present day-has undergone substantial modifications. Methods: We conducted a classical narrative review of this field with a bibliography selection (giving preference to Medline best match). Results: The following subjects are reviewed and discussed: Alzheimer's discovery, Kraepelin's creation of a new disease that was a rare condition until the 1970's, the growing interest and investment in AD as a major killer in a society with a large elderly population in the second half of the 20th century, the consolidation of the AD clinicopathological model, and the modern AD nosology based on the dominant amyloid hypothesis among many others. In the 21st century, the development of AD biomarkers has supported a novel biological definition of AD, although the proposed therapies have failed to cure this disease. The incidence of dementia/AD has shown a decrease in affluent countries (possibly due to control of risk factors), and mixed dementia has been established as the most frequent etiology in the oldest old. Conclusions: The current concept of AD lacks unanimity. Many hypotheses attempt to explain its complex physiopathology entwined with aging, and the dominant amyloid cascade has yielded poor therapeutic results. The reduction in the incidence of dementia/AD appears promising but it should be confirmed in the future. A reevaluation of the AD concept is also necessary.
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Affiliation(s)
- Félix Bermejo-Pareja
- CIBERNED, Institute of Health Carlos III, 28029 Madrid, Spain
- Institute of Research i+12, University Hospital “12 de Octubre”, 28041 Madrid, Spain
| | - Teodoro del Ser
- Alzheimer’s Centre Reina Sofia—CIEN Foundation, Institute of Health Carlos III, 28031 Madrid, Spain;
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26
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Robinson CG, Coleman T, Buciuc M, Singh NA, Pham NTT, Machulda MM, Graff-Radford J, Whitwell JL, Josephs KA. Behavioral and Neuropsychiatric Differences Across Two Atypical Alzheimer's Disease Variants: Logopenic Progressive Aphasia and Posterior Cortical Atrophy. J Alzheimers Dis 2024; 97:895-908. [PMID: 38143349 PMCID: PMC10842893 DOI: 10.3233/jad-230652] [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] [Indexed: 12/26/2023]
Abstract
BACKGROUND Posterior cortical atrophy (PCA) and logopenic progressive aphasia (LPA) are two common atypical Alzheimer's disease (AD) variants. Little is known about behavioral and neuropsychiatric symptoms or activities of daily living (ADLs) in PCA and LPA, and whether they differ across syndromes. OBJECTIVE To characterize the behavioral and neuropsychiatric profiles and ADLs of PCA and LPA and compare presence/absence and severity of symptoms between syndromes. METHODS Seventy-eight atypical AD patients, 46 with PCA and 32 with LPA, completed the Neuropsychiatric Inventory Questionnaire (NPI-Q) and Cambridge Behavioral Inventory-Revised (CBI-R) at baseline and longitudinally over-time. Mann-Whitney U and Fisher's Exact Tests assessed for differences in symptoms between the two syndromes with significance set at p≤0.01. To eliminate demographic differences as confounders the groups were matched, and differences reanalyzed. RESULTS PCA were younger at onset (p = 0.006), at time of baseline assessment (p = 0.02) and had longer disease duration (p = 0.01). Neuropsychiatric symptoms were common in PCA and LPA, although more common and severe in PCA. At baseline, PCA had a higher NPI-Q total score (p = 0.01) and depression subscore (p = 0.01) than LPA. Baseline total CBI-R scores were also higher in PCA than LPA (p = 0.001) with PCA having worse scores in all 10 CBI-R categories. Longitudinally, there was no difference between groups on the NPI-Q. However, on the CBI-R, PCA had faster rates of worsening on self-grooming (p = 0.01) and self-dressing (p = 0.01) compared to LPA. CONCLUSIONS Behavioral and neuropsychiatric symptoms are common in PCA and LPA although these symptoms are more common and severe in PCA.
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Affiliation(s)
| | - Tia Coleman
- Department of Neurology, Mayo Clinic, Rochester, MN
| | - Marina Buciuc
- Department of Neurology, Medical University of South Carolina, Charleston, SC
| | | | | | - Mary M. Machulda
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN
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27
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Granzotto A, Sensi SL. Once upon a time, the Amyloid Cascade Hypothesis. Ageing Res Rev 2024; 93:102161. [PMID: 38065226 DOI: 10.1016/j.arr.2023.102161] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 11/23/2023] [Accepted: 12/05/2023] [Indexed: 12/18/2023]
Abstract
Recent trials with monoclonal antibodies targeting amyloid-β (Aβ) in Alzheimer's disease (AD) have sparked a renewed interest in disease-modifying therapies. Despite their promise, these trials leave the issue open and posit some doubts about the validity of the Amyloid Cascade Hypothesis (ACH). While some scores of neurocognitive tests improved upon treatment, real-world clinical benefits were minimal. This Viewpoint discusses additional, often overlooked findings from these trials. We also emphasize the multifactorial nature of AD and the need for a broader research perspective beyond the simplistic disease model provided by the ACH.
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Affiliation(s)
- Alberto Granzotto
- Center for Advanced Studies and Technology - CAST, University G. d'Annunzio of Chieti-Pescara, Chieti, Italy; Department of Neuroscience, Imaging, and Clinical Sciences, University G. d'Annunzio of Chieti-Pescara, Chieti, Italy.
| | - Stefano L Sensi
- Center for Advanced Studies and Technology - CAST, University G. d'Annunzio of Chieti-Pescara, Chieti, Italy; Department of Neuroscience, Imaging, and Clinical Sciences, University G. d'Annunzio of Chieti-Pescara, Chieti, Italy; Institute for Advanced Biomedical Technologies - ITAB, University G. d'Annunzio of Chieti-Pescara, Chieti, Italy
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Stricker NH, Christianson TJ, Pudumjee SB, Polsinelli AJ, Lundt ES, Frank RD, Kremers WK, Machulda MM, Fields JA, Jack CR, Knopman DS, Graff-Radford J, Vemuri P, Mielke MM, Petersen RC. Mayo Normative Studies: Amyloid and Neurodegeneration Negative Normative Data for the Auditory Verbal Learning Test and Sex-Specific Sensitivity to Mild Cognitive Impairment/Dementia. J Alzheimers Dis 2024; 100:879-897. [PMID: 38995784 PMCID: PMC11307010 DOI: 10.3233/jad-240081] [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] [Accepted: 05/21/2024] [Indexed: 07/14/2024]
Abstract
Background Conventional normative samples include individuals with undetected Alzheimer's disease neuropathology, lowering test sensitivity for cognitive impairment. Objective We developed Mayo Normative Studies (MNS) norms limited to individuals without elevated amyloid or neurodegeneration (A-N-) for Rey's Auditory Verbal Learning Test (AVLT). We compared these MNS A-N- norms in female, male, and total samples to conventional MNS norms with varying levels of demographic adjustments. Methods The A-N- sample included 1,059 Mayo Clinic Study of Aging cognitively unimpaired (CU) participants living in Olmsted County, MN, who are predominantly non-Hispanic White. Using a regression-based approach correcting for age, sex, and education, we derived fully-adjusted T-score formulas for AVLT variables. We validated these A-N- norms in two independent samples of CU (n = 261) and mild cognitive impairment (MCI)/dementia participants (n = 392) > 55 years of age. Results Variability associated with age decreased by almost half in the A-N- norm sample relative to the conventional norm sample. Fully-adjusted MNS A-N- norms showed approximately 7- 9% higher sensitivity to MCI/dementia compared to fully-adjusted MNS conventional norms for trials 1- 5 total and sum of trials. Among women, sensitivity to MCI/dementia increased with each normative data refinement. In contrast, age-adjusted conventional MNS norms showed greatest sensitivity to MCI/dementia in men. Conclusions A-N- norms show some benefits over conventional normative approaches to MCI/dementia sensitivity, especially for women. We recommend using these MNS A-N- norms alongside MNS conventional norms. Future work is needed to determine if normative samples that are not well characterized clinically show greater benefit from biomarker-refined approaches.
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Affiliation(s)
- Nikki H. Stricker
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | | | | | - Angelina J. Polsinelli
- Department of Neurology, Indiana University School of Medicine, Indianapolis, IN, USA
- Indiana Alzheimer’s Disease Research Center, Indianapolis, IN, USA
| | - Emily S. Lundt
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Ryan D. Frank
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Walter K. Kremers
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Mary M. Machulda
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Julie A. Fields
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | | | | | | | | | - Michelle M. Mielke
- Department of Epidemiology and Prevention, Wake Forest University School of Medicine, Winston-Salem, NC, USA
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29
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Bohn L, Drouin SM, McFall GP, Rolfson DB, Andrew MK, Dixon RA. Machine learning analyses identify multi-modal frailty factors that selectively discriminate four cohorts in the Alzheimer's disease spectrum: a COMPASS-ND study. BMC Geriatr 2023; 23:837. [PMID: 38082372 PMCID: PMC10714519 DOI: 10.1186/s12877-023-04546-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 11/30/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Frailty indicators can operate in dynamic amalgamations of disease conditions, clinical symptoms, biomarkers, medical signals, cognitive characteristics, and even health beliefs and practices. This study is the first to evaluate which, among these multiple frailty-related indicators, are important and differential predictors of clinical cohorts that represent progression along an Alzheimer's disease (AD) spectrum. We applied machine-learning technology to such indicators in order to identify the leading predictors of three AD spectrum cohorts; viz., subjective cognitive impairment (SCI), mild cognitive impairment (MCI), and AD. The common benchmark was a cohort of cognitively unimpaired (CU) older adults. METHODS The four cohorts were from the cross-sectional Comprehensive Assessment of Neurodegeneration and Dementia dataset. We used random forest analysis (Python 3.7) to simultaneously test the relative importance of 83 multi-modal frailty indicators in discriminating the cohorts. We performed an explainable artificial intelligence method (Tree Shapley Additive exPlanation values) for deep interpretation of prediction effects. RESULTS We observed strong concurrent prediction results, with clusters varying across cohorts. The SCI model demonstrated excellent prediction accuracy (AUC = 0.89). Three leading predictors were poorer quality of life ([QoL]; memory), abnormal lymphocyte count, and abnormal neutrophil count. The MCI model demonstrated a similarly high AUC (0.88). Five leading predictors were poorer QoL (memory, leisure), male sex, abnormal lymphocyte count, and poorer self-rated eyesight. The AD model demonstrated outstanding prediction accuracy (AUC = 0.98). Ten leading predictors were poorer QoL (memory), reduced olfaction, male sex, increased dependence in activities of daily living (n = 6), and poorer visual contrast. CONCLUSIONS Both convergent and cohort-specific frailty factors discriminated the AD spectrum cohorts. Convergence was observed as all cohorts were marked by lower quality of life (memory), supporting recent research and clinical attention to subjective experiences of memory aging and their potentially broad ramifications. Diversity was displayed in that, of the 14 leading predictors extracted across models, 11 were selectively sensitive to one cohort. A morbidity intensity trend was indicated by an increasing number and diversity of predictors corresponding to clinical severity, especially in AD. Knowledge of differential deficit predictors across AD clinical cohorts may promote precision interventions.
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Affiliation(s)
- Linzy Bohn
- Department of Psychology, University of Alberta, P217 Biological Sciences Building, Edmonton, AB, T6G 2E9, Canada.
- Neuroscience and Mental Health Institute, University of Alberta, 2-132 Li Ka Shing Center for Health Research Innovation, Edmonton, AB, T6G 2E1, Canada.
| | - Shannon M Drouin
- Department of Psychology, University of Alberta, P217 Biological Sciences Building, Edmonton, AB, T6G 2E9, Canada
- Neuroscience and Mental Health Institute, University of Alberta, 2-132 Li Ka Shing Center for Health Research Innovation, Edmonton, AB, T6G 2E1, Canada
| | - G Peggy McFall
- Department of Psychology, University of Alberta, P217 Biological Sciences Building, Edmonton, AB, T6G 2E9, Canada
- Neuroscience and Mental Health Institute, University of Alberta, 2-132 Li Ka Shing Center for Health Research Innovation, Edmonton, AB, T6G 2E1, Canada
| | - Darryl B Rolfson
- Department of Medicine, Division of Geriatric Medicine, University of Alberta, 13-135 Clinical Sciences Building, Edmonton, AB, T6G 2G3, Canada
| | - Melissa K Andrew
- Department of Medicine, Division of Geriatric Medicine, Dalhousie University, 5955 Veterans' Memorial Lane, Halifax, NS, B3H 2E1, Canada
| | - Roger A Dixon
- Department of Psychology, University of Alberta, P217 Biological Sciences Building, Edmonton, AB, T6G 2E9, Canada
- Neuroscience and Mental Health Institute, University of Alberta, 2-132 Li Ka Shing Center for Health Research Innovation, Edmonton, AB, T6G 2E1, Canada
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Petersen RC, Weintraub S, Sabbagh M, Karlawish J, Adler CH, Dilworth-Anderson P, Frank L, Huling Hummel C, Taylor A. A New Framework for Dementia Nomenclature. JAMA Neurol 2023; 80:1364-1370. [PMID: 37843871 DOI: 10.1001/jamaneurol.2023.3664] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2023]
Abstract
Importance Nomenclature in the field of neurodegenerative diseases presents a challenging problem. Inconsistent use of terms such as Alzheimer disease and dementia has compromised progress in clinical care, research, and development of therapeutics. Dementia-associated stigma further contributes to inconsistent and imprecise language. The result is a lack of clarity that produces confusion with patients and the general public and presents communication challenges among researchers. Therefore, the Advisory Council on Research, Care, and Services of the National Plan to Address Alzheimer's Disease authorized a committee to make recommendations for improvement. Objective To establish a systematic neurodegenerative disease framework for information collection and communication to standardize language usage for research, clinical, and public health purposes. Evidence Review The Dementia Nomenclature Initiative organized into 3 major stakeholder working groups: clinicians, researchers, and the public (including individuals living with dementia and family caregivers). To inform the work, the initiative completed a narrative literature review of dementia nomenclature evolution over the last century across the PubMed, CINAHL, PsycInfo, and Scopus databases (January 1, 2000, through July 31, 2020). Initiative working groups used the results as a foundation for understanding current challenges with dementia nomenclature and implications for research, clinical practice, and public understanding. The initiative obtained additional input via focus groups with individuals living with dementia and caregivers, with separate groups for race and ethnicity (American Indian or Alaska Native, Asian or Pacific Islander, Black or African American, Hispanic or Latino, and White) as an initial assessment of the meaning of dementia-related terms to these groups. Findings From working group deliberations, the literature review, and focus group input, the initiative developed a framework clearly separating the clinical syndromic presentation experienced by affected individuals from possible underlying pathophysiologies. In the framework, domains of clinical impairment, such as cognitive, behavioral, motor, and other neurologic features, are graded by level of impairment between none and severe. Next, biomarker information describes underlying disease processes, explains the syndrome, and identifies possible disease labels: Alzheimer disease, frontotemporal degeneration, dementia with Lewy bodies, or vascular cognitive impairment dementia. Conclusions and Relevance The Dementia Nomenclature Initiative established a framework to guide communication about cognitive impairment among older adults. Wider testing and refinement of the framework will subsequently improve the information used in communicating about cognitive impairment and the way in which the information is used in clinical, research, and public settings.
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Affiliation(s)
- Ronald C Petersen
- Department of Neurology, Alzheimer's Disease Research Center, Mayo Clinic, Rochester, Minnesota
| | - Sandra Weintraub
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Marwan Sabbagh
- Alzheimer's and Memory Disorders Program, Barrow Neurological Institute, Phoenix, Arizona
| | - Jason Karlawish
- Penn Memory Center, Departments of Medicine, Medical Ethics, and Health Policy, and Neurology, University of Pennsylvania, Philadelphia
| | - Charles H Adler
- Department of Neurology, Mayo Clinic College of Medicine, Mayo Clinic Arizona, Phoenix
| | | | - Lori Frank
- New York Academy of Medicine, New York, New York
| | | | - Angela Taylor
- Strategic Partnerships, Lewy Body Dementia Association, Lilburn, Georgia
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31
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Espay AJ, Herrup K, Kepp KP, Daly T. The proteinopenia hypothesis: Loss of Aβ 42 and the onset of Alzheimer's Disease. Ageing Res Rev 2023; 92:102112. [PMID: 38270185 DOI: 10.1016/j.arr.2023.102112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 10/17/2023] [Accepted: 10/27/2023] [Indexed: 01/26/2024]
Abstract
The dominant protein-lowering strategy in Alzheimer's Disease (AD) has failed to provide a clinically-meaningful treatment for patients. We hypothesize that the loss of functional, soluble Aβ42 during the process of aggregation into amyloid is more detrimental to the brain than the corresponding accrual of insoluble amyloid.
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Affiliation(s)
- Alberto J Espay
- James J. and Joan A. Gardner Family Center for Parkinson's Disease and Movement Disorders, Department of Neurology, University of Cincinnati, Cincinnati, OH, USA.
| | - Karl Herrup
- Department of Neurobiology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Kasper P Kepp
- Department of Chemistry, Section of Biophysical and Biomedicinal Chemistry, Technical University of Denmark, 2800 Kongens Lyngby, Denmark
| | - Timothy Daly
- Science Norms Democracy, UMR 8011 Sorbonne University, Paris, France; Bioethics Program, FLACSO Argentina, Tucumán 1966, C1050 AAN, Buenos Aires, Argentina.
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Sekiya I, Katano H, Guermazi A, Miura Y, Okanouchi N, Tomita M, Masumoto J, Kitazume Y, Koga H, Ozeki N. Association of AI-determined Kellgren-Lawrence grade with medial meniscus extrusion and cartilage thickness by AI-based 3D MRI analysis in early knee osteoarthritis. Sci Rep 2023; 13:20093. [PMID: 37973855 PMCID: PMC10654518 DOI: 10.1038/s41598-023-46953-9] [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: 04/08/2023] [Accepted: 11/07/2023] [Indexed: 11/19/2023] Open
Abstract
The associations among Kellgren-Lawrence (KL) grade, medial meniscus extrusion (MME), and cartilage thickness in knee osteoarthritis (OA) remain insufficiently understood. Our aim was to determine these associations in early to moderate medial tibiofemoral knee OA. We included 469 subjects with no lateral OA from the Kanagawa Knee Study. KL grade was assessed using artificial intelligence (AI) software. The MME was measured by MRI, and the cartilage thickness was evaluated in 18 subregions of the medial femorotibial joint by another AI system. The median MME width was 1.4 mm in KL0, 1.5 mm in KL1, 2.4 mm in KL2, and 6.0 mm in KL3. Cartilage thinning in the medial femur occurred in the anterior central subregion in KL1, expanded inwardly in KL2, and further expanded in KL3. Cartilage thinning in the medial tibia occurred in the anterior and middle external subregions in KL1, expanded into the anterior and middle central subregions in KL2, and further expanded in KL3. The absolute correlation coefficient between MME width and cartilage thickness increased as the KL grade increased in some subregions. This study provides novel insights into the early stages of knee OA and potentially has implications for the development of early intervention strategies.
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Affiliation(s)
- Ichiro Sekiya
- Center for Stem Cell and Regenerative Medicine, Tokyo Medical and Dental University, Tokyo, Japan.
- Center for Stem Cell and Regenerative Medicine, Tokyo Medical and Dental University (TMDU), 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8510, Japan.
| | - Hisako Katano
- Center for Stem Cell and Regenerative Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Ali Guermazi
- Quantitative Imaging Center, Department of Radiology, Boston University School of Medicine, Boston, MA, USA
| | - Yugo Miura
- Center for Stem Cell and Regenerative Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Noriya Okanouchi
- Center for Stem Cell and Regenerative Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Makoto Tomita
- School of Data Science, Graduate School of Data Science, Yokohama City University, Kanagawa, Japan
| | | | - Yoshio Kitazume
- Department of Diagnostic Radiology and Nuclear Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Hideyuki Koga
- Department of Joint Surgery and Sports Medicine, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Nobutake Ozeki
- Center for Stem Cell and Regenerative Medicine, Tokyo Medical and Dental University, Tokyo, Japan
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Shoob S, Buchbinder N, Shinikamin O, Gold O, Baeloha H, Langberg T, Zarhin D, Shapira I, Braun G, Habib N, Slutsky I. Deep brain stimulation of thalamic nucleus reuniens promotes neuronal and cognitive resilience in an Alzheimer's disease mouse model. Nat Commun 2023; 14:7002. [PMID: 37919286 PMCID: PMC10622498 DOI: 10.1038/s41467-023-42721-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Accepted: 10/19/2023] [Indexed: 11/04/2023] Open
Abstract
The mechanisms that confer cognitive resilience to Alzheimer's Disease (AD) are not fully understood. Here, we describe a neural circuit mechanism underlying this resilience in a familial AD mouse model. In the prodromal disease stage, interictal epileptiform spikes (IESs) emerge during anesthesia in the CA1 and mPFC regions, leading to working memory disruptions. These IESs are driven by inputs from the thalamic nucleus reuniens (nRE). Indeed, tonic deep brain stimulation of the nRE (tDBS-nRE) effectively suppresses IESs and restores firing rate homeostasis under anesthesia, preventing further impairments in nRE-CA1 synaptic facilitation and working memory. Notably, applying tDBS-nRE during the prodromal phase in young APP/PS1 mice mitigates age-dependent memory decline. The IES rate during anesthesia in young APP/PS1 mice correlates with later working memory impairments. These findings highlight the nRE as a central hub of functional resilience and underscore the clinical promise of DBS in conferring resilience to AD pathology by restoring circuit-level homeostasis.
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Affiliation(s)
- Shiri Shoob
- Department of Physiology and Pharmacology, Faculty of Medicine, Tel Aviv University, 69978, Tel Aviv, Israel
| | - Nadav Buchbinder
- Department of Physiology and Pharmacology, Faculty of Medicine, Tel Aviv University, 69978, Tel Aviv, Israel
- Sagol School of Neuroscience, Tel Aviv University, 69978, Tel Aviv, Israel
| | - Ortal Shinikamin
- Department of Physiology and Pharmacology, Faculty of Medicine, Tel Aviv University, 69978, Tel Aviv, Israel
| | - Or Gold
- Edmond & Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Halit Baeloha
- Department of Physiology and Pharmacology, Faculty of Medicine, Tel Aviv University, 69978, Tel Aviv, Israel
| | - Tomer Langberg
- Department of Physiology and Pharmacology, Faculty of Medicine, Tel Aviv University, 69978, Tel Aviv, Israel
- Sagol School of Neuroscience, Tel Aviv University, 69978, Tel Aviv, Israel
| | - Daniel Zarhin
- Department of Physiology and Pharmacology, Faculty of Medicine, Tel Aviv University, 69978, Tel Aviv, Israel
| | - Ilana Shapira
- Department of Physiology and Pharmacology, Faculty of Medicine, Tel Aviv University, 69978, Tel Aviv, Israel
| | - Gabriella Braun
- Department of Physiology and Pharmacology, Faculty of Medicine, Tel Aviv University, 69978, Tel Aviv, Israel
- Sagol School of Neuroscience, Tel Aviv University, 69978, Tel Aviv, Israel
| | - Naomi Habib
- Edmond & Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Inna Slutsky
- Department of Physiology and Pharmacology, Faculty of Medicine, Tel Aviv University, 69978, Tel Aviv, Israel.
- Sagol School of Neuroscience, Tel Aviv University, 69978, Tel Aviv, Israel.
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Cho H, Mundada NS, Apostolova LG, Carrillo MC, Shankar R, Amuiri AN, Zeltzer E, Windon CC, Soleimani-Meigooni DN, Tanner JA, Heath CL, Lesman-Segev OH, Aisen P, Eloyan A, Lee HS, Hammers DB, Kirby K, Dage JL, Fagan A, Foroud T, Grinberg LT, Jack CR, Kramer J, Kukull WA, Murray ME, Nudelman K, Toga A, Vemuri P, Atri A, Day GS, Duara R, Graff-Radford NR, Honig LS, Jones DT, Masdeu J, Mendez M, Musiek E, Onyike CU, Riddle M, Rogalski EJ, Salloway S, Sha S, Turner RS, Wingo TS, Wolk DA, Koeppe R, Iaccarino L, Dickerson BC, La Joie R, Rabinovici GD. Amyloid and tau-PET in early-onset AD: Baseline data from the Longitudinal Early-onset Alzheimer's Disease Study (LEADS). Alzheimers Dement 2023; 19 Suppl 9:S98-S114. [PMID: 37690109 PMCID: PMC10807231 DOI: 10.1002/alz.13453] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 08/07/2023] [Accepted: 08/08/2023] [Indexed: 09/12/2023]
Abstract
INTRODUCTION We aimed to describe baseline amyloid-beta (Aβ) and tau-positron emission tomograrphy (PET) from Longitudinal Early-onset Alzheimer's Disease Study (LEADS), a prospective multi-site observational study of sporadic early-onset Alzheimer's disease (EOAD). METHODS We analyzed baseline [18F]Florbetaben (Aβ) and [18F]Flortaucipir (tau)-PET from cognitively impaired participants with a clinical diagnosis of mild cognitive impairment (MCI) or AD dementia aged < 65 years. Florbetaben scans were used to distinguish cognitively impaired participants with EOAD (Aβ+) from EOnonAD (Aβ-) based on the combination of visual read by expert reader and image quantification. RESULTS 243/321 (75.7%) of participants were assigned to the EOAD group based on amyloid-PET; 231 (95.1%) of them were tau-PET positive (A+T+). Tau-PET signal was elevated across cortical regions with a parietal-predominant pattern, and higher burden was observed in younger and female EOAD participants. DISCUSSION LEADS data emphasizes the importance of biomarkers to enhance diagnostic accuracy in EOAD. The advanced tau-PET binding at baseline might have implications for therapeutic strategies in patients with EOAD. HIGHLIGHTS 72% of patients with clinical EOAD were positive on both amyloid- and tau-PET. Amyloid-positive patients with EOAD had high tau-PET signal across cortical regions. In EOAD, tau-PET mediated the relationship between amyloid-PET and MMSE. Among EOAD patients, younger onset and female sex were associated with higher tau-PET.
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Affiliation(s)
- Hanna Cho
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, California, USA
- Department of Neurology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Global Brain Health Institute, University of California, San Francisco, California, USA
| | - Nidhi S Mundada
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, California, USA
| | - Liana G Apostolova
- Department of Neurology, Indiana University School of Medicine, Indianapolis, Indiana, USA
- Department of Radiology and Imaging Sciences, Center for Neuroimaging, Indiana University School of Medicine Indianapolis, Indianapolis, Indiana, USA
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Maria C Carrillo
- Medical & Scientific Relations Division, Alzheimer's Association, Chicago, Illinois, USA
| | - Ranjani Shankar
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, California, USA
| | - Alinda N Amuiri
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, California, USA
| | - Ehud Zeltzer
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, California, USA
| | - Charles C Windon
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, California, USA
| | - David N Soleimani-Meigooni
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, California, USA
| | - Jeremy A Tanner
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, California, USA
| | - Courtney Lawhn Heath
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
| | - Orit H Lesman-Segev
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, California, USA
- Department of Diagnostic Imaging, Sheba Medical Center, Tel HaShomer, Israel
| | - Paul Aisen
- Alzheimer's Therapeutic Research Institute, University of Southern California, San Diego, California, USA
| | - Ani Eloyan
- Department of Biostatistics, Center for Statistical Sciences, Brown University, Rhode Island, USA
| | - Hye Sun Lee
- Biostatistics Collaboration Unit, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Dustin B Hammers
- Department of Neurology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Kala Kirby
- Department of Neurology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Jeffrey L Dage
- Department of Neurology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Anne Fagan
- Department of Neurology, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Tatiana Foroud
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Lea T Grinberg
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, California, USA
- Department of Pathology, University of California - San Francisco, San Francisco, California, USA
| | - Clifford R Jack
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Joel Kramer
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, California, USA
| | - Walter A Kukull
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
| | - Melissa E Murray
- Department of Neuroscience, Mayo Clinic, Jacksonville, Florida, USA
| | - Kelly Nudelman
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Arthur Toga
- Laboratory of Neuro Imaging, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, Los Angeles, California, USA
| | | | - Alireza Atri
- Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - Gregory S Day
- Department of Neurology, Mayo Clinic, Jacksonville, Florida, USA
| | - Ranjan Duara
- Wien Center for Alzheimer's Disease and Memory Disorders, Mount Sinai Medical Center, Miami, Florida, USA
| | | | - Lawrence S Honig
- Taub Institute and Department of Neurology, Columbia University Irving Medical Center, New York, New York, USA
| | - David T Jones
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
- Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA
| | - Joseph Masdeu
- Nantz National Alzheimer Center, Houston Methodist and Weill Cornell Medicine, Houston, Texas, USA
| | - Mario Mendez
- Department of Neurology, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Erik Musiek
- Department of Neurology, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Chiadi U Onyike
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Meghan Riddle
- Department of Neurology, Alpert Medical School, Brown University, Rhode Island, USA
| | - Emily J Rogalski
- Department of Psychiatry and Behavioral Sciences, Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Stephen Salloway
- Department of Neurology, Alpert Medical School, Brown University, Rhode Island, USA
| | - Sharon Sha
- Department of Neurology & Neurological Sciences, Stanford University, Palo Alto, California, USA
| | | | - Thomas S Wingo
- Department of Neurology and Human Genetics, Emory University School of Medicine, Atlanta, Georgia, USA
| | - David A Wolk
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Robert Koeppe
- Division of Nuclear Medicine, Department of Radiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Leonardo Iaccarino
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, California, USA
| | - Bradford C Dickerson
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Renaud La Joie
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, California, USA
| | - Gil D Rabinovici
- Memory and Aging Center, UCSF Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, California, USA
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA
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Azmi MB, Ahmed A, Ahmed TF, Imtiaz F, Asif U, Zaman U, Khan KA, Sherwani AK. Transcript-Level In Silico Analysis of Alzheimer's Disease-Related Gene Biomarkers and Their Evaluation with Bioactive Flavonoids to Explore Therapeutic Interactions. ACS OMEGA 2023; 8:40695-40712. [PMID: 37929088 PMCID: PMC10621018 DOI: 10.1021/acsomega.3c05769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Accepted: 09/25/2023] [Indexed: 11/07/2023]
Abstract
Alzheimer's disease (AD) is a progressive brain disorder that can significantly affect the quality of life. We used a variety of in silico tools to investigate the transcript-level mutational impact of exonic missense rare variations (single nucleotide polymorphisms, SNPs) on protein function and to identify potential druggable protein cavities that correspond to potential therapeutic targets for the management of AD. According to the NIA-AA (National Institute on Aging-Alzheimer's Association) framework, we selected three AD biomarker genes (APP, NEFL, and MAPT). We systematically screened transcript-level exonic rare SNPs from these genes with a minor allele frequency of 1% in 1KGD (1000 Genomes Project Database) and gnomAD (Genome Aggregation Database). With downstream functional effect predictions, a single variation (rs182024939: K > N) of the MAPT gene with nine transcript SNPs was identified as the most pathogenic variation from the large dataset of mutations. The machine learning consensus classifier predictor categorized these transcript-level SNPs as the most deleterious variations, resulting in a large decrease in protein structural stability (ΔΔG kcal/mol). The bioactive flavonoid library was screened for drug-likeness and toxicity risk. Virtual screening of eligible flavonoids was performed using the MAPT protein. Identification of druggable protein-binding cavities showed VAL305, GLU655, and LYS657 as consensus-interacting residues present in the MAPT-docked top-ranked flavonoid compounds. The MM/PB(GB)SA analysis indicated hesperetin (-5.64 kcal/mol), eriodictyol (-5.63 kcal/mol), and sakuranetin (-5.60 kcal/mol) as the best docked flavonoids with the near-native binding pose. The findings of this study provide important insights into the potential of hesperetin as a promising flavonoid that can be utilized for further rational drug design and lead optimization to open new gateways in the field of AD therapeutics.
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Affiliation(s)
- Muhammad Bilal Azmi
- Department
of Biochemistry, Dow Medical College, Dow
University of Health Sciences, Karachi 74400, Pakistan
| | - Affan Ahmed
- Dow
Medical College, Dow University of Health
Sciences, Karachi 74400, Pakistan
| | - Tehniat Faraz Ahmed
- Department
of Biochemistry, Dow International Dental College, Dow University of Health Sciences, Karachi 75460, Pakistan
| | - Fauzia Imtiaz
- Department
of Biochemistry, Dow Medical College, Dow
University of Health Sciences, Karachi 74400, Pakistan
| | - Uzma Asif
- Department
of Biochemistry, Medicine Program, Batterjee
Medical College, Jeddah 21442, Saudi Arabia
| | - Uzma Zaman
- Department
of Biochemistry, Dow International Medical College, Dow University of Health Sciences, Karachi 74200, Pakistan
| | - Khalid Ali Khan
- Unit of Bee
Research and Honey Production, Research Center for Advanced Materials
Science (RCAMS), King Khalid University, P.O. Box 9004, Abha 61413, Saudi Arabia
- Applied
College, King Khalid University, P.O. Box 9004, Abha 61413, Saudi Arabia
| | - Asif Khan Sherwani
- Research
and Development Unit, Jamjoom Pharmaceuticals
Co. Ltd, Jeddah 21442, Saudi Arabia
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Zhao H, Wang J, Li Z, Wang S, Yu G, Wang L. Identification ferroptosis-related hub genes and diagnostic model in Alzheimer's disease. Front Mol Neurosci 2023; 16:1280639. [PMID: 37965040 PMCID: PMC10642492 DOI: 10.3389/fnmol.2023.1280639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 10/13/2023] [Indexed: 11/16/2023] Open
Abstract
Background Ferroptosis is a newly defined form of programmed cell death and plays an important role in Alzheimer's disease (AD) pathology. This study aimed to integrate bioinformatics techniques to explore biomarkers to support the correlation between ferroptosis and AD. In addition, further investigation of ferroptosis-related biomarkers was conducted on the transcriptome characteristics in the asymptomatic AD (AsymAD). Methods The microarray datasets GSE118553, GSE132903, GSE33000, and GSE157239 on AD were downloaded from the GEO database. The list of ferroptosis-related genes was extracted from the FerrDb website. Differentially expressed genes (DEGs) were identified by R "limma" package and used to screen ferroptosis-related hub genes. The random forest algorithm was used to construct the diagnostic model through hub genes. The immune cell infiltration was also analyzed by CIBERSORTx. The miRNet and DGIdb database were used to identify microRNAs (miRNAs) and drugs which targeting hub genes. Results We identified 18 ferroptosis-related hub genes anomalously expressed in AD, and consistent expression trends had been observed in both AsymAD The random forest diagnosis model had good prediction results in both training set (AUC = 0.824) and validation set (AUC = 0.734). Immune cell infiltration was analyzed and the results showed that CD4+ T cells resting memory, macrophages M2 and neutrophils were significantly higher in AD. A significant correlation of hub genes with immune infiltration was observed, such as DDIT4 showed strong positive correlation with CD4+ T cells memory resting and AKR1C2 had positive correlation with Macrophages M2. Additionally, the microRNAs (miRNAs) and drugs which targeting hub genes were screened. Conclusion These results suggest that ferroptosis-related hub genes we screened played a part in the pathological progression of AD. We explored the potential of these genes as diagnostic markers and their relevance to immune cells which will help in understanding the development of AD. Targeting miRNAs and drugs provides new research clues for preventing the development of AD.
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Affiliation(s)
| | | | | | | | - Guoying Yu
- State Key Laboratory of Cell Differentiation and Regulation, Henan International Joint Laboratory of Pulmonary Fibrosis, Henan Center for Outstanding Overseas Scientists of Pulmonary Fibrosis, College of Life Sciences, Institute of Biomedical Science, Henan Normal University, Xinxiang, Henan, China
| | - Lan Wang
- State Key Laboratory of Cell Differentiation and Regulation, Henan International Joint Laboratory of Pulmonary Fibrosis, Henan Center for Outstanding Overseas Scientists of Pulmonary Fibrosis, College of Life Sciences, Institute of Biomedical Science, Henan Normal University, Xinxiang, Henan, China
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Leahy TP, Simpson A, Sammon C, Ballard C, Gsteiger S. Estimating the prevalence of diagnosed Alzheimer disease in England across deprivation groups using electronic health records: a clinical practice research datalink study. BMJ Open 2023; 13:e075800. [PMID: 37879685 PMCID: PMC10603427 DOI: 10.1136/bmjopen-2023-075800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 09/26/2023] [Indexed: 10/27/2023] Open
Abstract
OBJECTIVE Estimate the prevalence of diagnosed Alzheimer's disease (AD) and early Alzheimer's disease (eAD) overall and stratified by age, sex and deprivation and combinations thereof in England on 1 January 2020. DESIGN Cross-sectional. SETTING Primary care electronic health record data, the Clinical Practice Research database linked with secondary care data, Hospital Episode Statistics (HES) and patient-level deprivation data, Index of Multiple Deprivation (IMD). OUTCOME MEASURES The prevalence per 100 000 of the population and corresponding 95% CIs for both diagnosed AD and eAD overall and stratified by covariates. Sensitivity analyses were conducted to assess the sensitivity of the population definition and look-back period. RESULTS There were 448 797 patients identified in the Clinical Practice Research Datalink that satisfied the study inclusion criteria and were eligible for HES and IMD linkage. For the main analysis of AD and eAD, 379 763 patients are eligible for inclusion in the denominator. This resulted in an estimated prevalence of diagnosed AD of 378.39 (95% CI, 359.36 to 398.44) per 100 000 and eAD of 292.81 (95% CI, 276.12 to 310.52) per 100 000. Prevalence estimates across main and sensitivity analyses for the entire AD study population were found to vary widely with estimates ranging from 137.48 (95% CI, 127.05 to 148.76) to 796.55 (95% CI, 768.77 to 825.33). There was significant variation in prevalence of diagnosed eAD when assessing the sensitivity with the look-back periods, as low as 120.54 (95% CI, 110.80 to 131.14) per 100 000, and as high as 519.01 (95% CI, 496.64 to 542.37) per 100 000. CONCLUSIONS The study found relatively consistent patterns of prevalence across both AD and eAD populations. Generally, the prevalence of diagnosed AD increased with age and increased with deprivation for each age category. Women had a higher prevalence than men. More granular levels of stratification reduced patient numbers and increased the uncertainty of point prevalence estimates. Despite this, the study found a relationship between deprivation and prevalence of AD.
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Affiliation(s)
| | - Alex Simpson
- Global Access, F Hoffmann-La Roche AG, Basel, Switzerland
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Kepp KP, Robakis NK, Høilund-Carlsen PF, Sensi SL, Vissel B. The amyloid cascade hypothesis: an updated critical review. Brain 2023; 146:3969-3990. [PMID: 37183523 DOI: 10.1093/brain/awad159] [Citation(s) in RCA: 44] [Impact Index Per Article: 44.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 04/20/2023] [Accepted: 04/23/2023] [Indexed: 05/16/2023] Open
Abstract
Results from recent clinical trials of antibodies that target amyloid-β (Aβ) for Alzheimer's disease have created excitement and have been heralded as corroboration of the amyloid cascade hypothesis. However, while Aβ may contribute to disease, genetic, clinical, imaging and biochemical data suggest a more complex aetiology. Here we review the history and weaknesses of the amyloid cascade hypothesis in view of the new evidence obtained from clinical trials of anti-amyloid antibodies. These trials indicate that the treatments have either no or uncertain clinical effect on cognition. Despite the importance of amyloid in the definition of Alzheimer's disease, we argue that the data point to Aβ playing a minor aetiological role. We also discuss data suggesting that the concerted activity of many pathogenic factors contribute to Alzheimer's disease and propose that evolving multi-factor disease models will better underpin the search for more effective strategies to treat the disease.
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Affiliation(s)
- Kasper P Kepp
- Section of Biophysical and Biomedicinal chemistry, DTU Chemistry, Technical University of Denmark, 2800 Kongens Lyngby, Denmark
| | - Nikolaos K Robakis
- Icahn School of Medicine at Mount Sinai Medical Center, New York, NY 10029, USA
| | - Poul F Høilund-Carlsen
- Department of Nuclear Medicine, Odense University Hospital, 5000 Odense C, Denmark
- Department of Clinical Research, University of Southern Denmark, 5000 Odense C, Denmark
| | - Stefano L Sensi
- Center for Advanced Studies and Technology-CAST, and Institute for Advanced Biotechnology (ITAB), University G. d'Annunzio of Chieti-Pescara, Chieti, 66013, Italy
- Department of Neuroscience, Imaging, and Clinical Sciences, University G. d'Annunzio of Chieti-Pescara, Chieti, 66013, Italy
| | - Bryce Vissel
- St Vincent's Hospital Centre for Applied Medical Research, St Vincent's Hospital, Sydney, 2010, Australia
- School of Clinical Medicine, UNSW Medicine and Health, St Vincent's Healthcare Clinical Campus, Faculty of Medicine and Health, Sydney, NSW 2052, Australia
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Jafari RS, Behrouz V. Nordic diet and its benefits in neurological function: a systematic review of observational and intervention studies. Front Nutr 2023; 10:1215358. [PMID: 37645628 PMCID: PMC10461010 DOI: 10.3389/fnut.2023.1215358] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 07/31/2023] [Indexed: 08/31/2023] Open
Abstract
Introduction Neurological disorders have been considered the major contributors to global long-term disability and lower quality of life. Lifestyle factors, such as dietary patterns, are increasingly recognized as important determinants of neurological function. Some dietary behaviors, such as Nordic diet (ND) were likely to have protective effects on brain function. However, an understanding of the effectiveness of the ND pattern to improve neurological function and brain health is not fully understood. We review the current evidence that supports the ND pattern in various aspects of neurological function and addresses both proven and less established mechanisms of action based on its food ingredients and biochemical compounds. Methods In this systematic review, PubMed, Web of Science, and Scopus databases were searched from inception to February 2023. Observational and intervention studies were included. Results Of the 627 screened studies, 5 observational studies (including three cohorts and two cross-sectional studies) and 3 intervention studies investigating the association between ND and neurological function. Observational studies investigated the association of ND with the following neurological functions: cognition, stroke, and neuropsychological function. Intervention studies investigated the effects of ND on cognition and depression. Discussion Despite the limited literature on ND and its association with neurological function, several aspects of ND may lead to some health benefits suggesting neuroprotective effects. The current state of knowledge attributes the possible effects of characteristic components of the ND to its antioxidant, anti-inflammatory, lipid-lowering, gut-brain-axis modulating, and ligand activities in cell signaling pathways. Based on existing evidence, the ND may be considered a recommended dietary approach for the improvement of neurological function and brain health. Systematic review registration [https://www.crd.york.ac.uk/prospero/], identifier [CRD2023451117].
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Affiliation(s)
| | - Vahideh Behrouz
- Department of Nutrition, Faculty of Public Health, Kerman University of Medical Sciences, Kerman, Iran
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40
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Festa N, Moura LM, Blacker D, Newhouse JP, Hsu J. Promise and peril of claims-based dementia ascertainment in causal inference. BMJ Evid Based Med 2023; 28:222-225. [PMID: 37130742 PMCID: PMC10486140 DOI: 10.1136/bmjebm-2022-112134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/01/2023] [Indexed: 05/04/2023]
Abstract
Festa and colleagues highlight underrecognized factors that may bias research, policy, and population health strategies predicated upon claims-based ascertainment of Alzheimer’s Disease and Related Dementias within the United States.
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Affiliation(s)
- Natalia Festa
- National Clinician Scholars Program at Yale University, New Haven, Connecticut, USA
- Section of Geriatrics, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
- Mongan Institute, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Lidia Mvr Moura
- Mongan Institute, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Deborah Blacker
- Department of Psychiatry, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Joseph P Newhouse
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts, USA
- Harvard Kennedy School, Cambridge, Massachusetts, USA
- National Bureau of Economic Research, Cambridge, Massachusetts, USA
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - John Hsu
- Mongan Institute, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts, USA
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
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Deming Y, Vasiljevic E, Morrow A, Miao J, Van Hulle C, Jonaitis E, Ma Y, Whitenack V, Kollmorgen G, Wild N, Suridjan I, Shaw LM, Asthana S, Carlsson CM, Johnson SC, Zetterberg H, Blennow K, Bendlin BB, Lu Q, Engelman CD. Neuropathology-based APOE genetic risk score better quantifies Alzheimer's risk. Alzheimers Dement 2023; 19:3406-3416. [PMID: 36795776 PMCID: PMC10427737 DOI: 10.1002/alz.12990] [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: 10/20/2022] [Revised: 01/06/2023] [Accepted: 01/09/2023] [Indexed: 02/17/2023]
Abstract
INTRODUCTION Apolipoprotein E (APOE) ε4-carrier status or ε4 allele count are included in analyses to account for the APOE genetic effect on Alzheimer's disease (AD); however, this does not account for protective effects of APOE ε2 or heterogeneous effect of ε2, ε3, and ε4 haplotypes. METHODS We leveraged results from an autopsy-confirmed AD study to generate a weighted risk score for APOE (APOE-npscore). We regressed cerebrospinal fluid (CSF) amyloid and tau biomarkers on APOE variables from the Wisconsin Registry for Alzheimer's Prevention (WRAP), Wisconsin Alzheimer's Disease Research Center (WADRC), and Alzheimer's Disease Neuroimaging Initiative (ADNI). RESULTS The APOE-npscore explained more variance and provided a better model fit for all three CSF measures than APOE ε4-carrier status and ε4 allele count. These findings were replicated in ADNI and observed in subsets of cognitively unimpaired (CU) participants. DISCUSSION The APOE-npscore reflects the genetic effect on neuropathology and provides an improved method to account for APOE in AD-related analyses.
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Affiliation(s)
- Yuetiva Deming
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Wisconsin Alzheimer's Disease Research Center, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Eva Vasiljevic
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Center for Demography of Health and Aging, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Autumn Morrow
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Jiacheng Miao
- Department of Biostatistics and Medical Informatics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Carol Van Hulle
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Wisconsin Alzheimer's Disease Research Center, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Erin Jonaitis
- Wisconsin Alzheimer's Disease Research Center, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Wisconsin Alzheimer's Institute, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Yue Ma
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Wisconsin Alzheimer's Disease Research Center, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Vanessa Whitenack
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | | | | | | | - Leslie M Shaw
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Sanjay Asthana
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Wisconsin Alzheimer's Disease Research Center, University of Wisconsin-Madison, Madison, Wisconsin, USA
- William S. Middleton Memorial Veterans Hospital, Geriatric Research Education and Clinical Center, Madison, Wisconsin, USA
| | - Cynthia M Carlsson
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Wisconsin Alzheimer's Disease Research Center, University of Wisconsin-Madison, Madison, Wisconsin, USA
- William S. Middleton Memorial Veterans Hospital, Geriatric Research Education and Clinical Center, Madison, Wisconsin, USA
| | - Sterling C Johnson
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Wisconsin Alzheimer's Disease Research Center, University of Wisconsin-Madison, Madison, Wisconsin, USA
- William S. Middleton Memorial Veterans Hospital, Geriatric Research Education and Clinical Center, Madison, Wisconsin, USA
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- UK Dementia Research Institute at UCL, London, UK
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK
- Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Barbara B Bendlin
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Wisconsin Alzheimer's Disease Research Center, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Qiongshi Lu
- Center for Demography of Health and Aging, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Department of Biostatistics and Medical Informatics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Corinne D Engelman
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Wisconsin Alzheimer's Disease Research Center, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Center for Demography of Health and Aging, University of Wisconsin-Madison, Madison, Wisconsin, USA
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Donato L, Mordà D, Scimone C, Alibrandi S, D'Angelo R, Sidoti A. How Many Alzheimer-Perusini's Atypical Forms Do We Still Have to Discover? Biomedicines 2023; 11:2035. [PMID: 37509674 PMCID: PMC10377159 DOI: 10.3390/biomedicines11072035] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 07/17/2023] [Accepted: 07/17/2023] [Indexed: 07/30/2023] Open
Abstract
Alzheimer-Perusini's (AD) disease represents the most spread dementia around the world and constitutes a serious problem for public health. It was first described by the two physicians from whom it took its name. Nowadays, we have extensively expanded our knowledge about this disease. Starting from a merely clinical and histopathologic description, we have now reached better molecular comprehension. For instance, we passed from an old conceptualization of the disease based on plaques and tangles to a more modern vision of mixed proteinopathy in a one-to-one relationship with an alteration of specific glial and neuronal phenotypes. However, no disease-modifying therapies are yet available. It is likely that the only way to find a few "magic bullets" is to deepen this aspect more and more until we are able to draw up specific molecular profiles for single AD cases. This review reports the most recent classifications of AD atypical variants in order to summarize all the clinical evidence using several discrimina (for example, post mortem neurofibrillary tangle density, cerebral atrophy, or FDG-PET studies). The better defined four atypical forms are posterior cortical atrophy (PCA), logopenic variant of primary progressive aphasia (LvPPA), behavioral/dysexecutive variant and AD with corticobasal degeneration (CBS). Moreover, we discuss the usefulness of such classifications before outlining the molecular-genetic aspects focusing on microglial activity or, more generally, immune system control of neuroinflammation and neurodegeneration.
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Affiliation(s)
- Luigi Donato
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, Division of Medical Biotechnologies and Preventive Medicine, University of Messina, Via Consolare Valeria 1, 98125 Messina, Italy
- Department of Biomolecular Strategies, Genetics, Cutting-Edge Therapies, Euro-Mediterranean Institute of Science and Technology, Via Michele Miraglia, 98139 Palermo, Italy
| | - Domenico Mordà
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, Division of Medical Biotechnologies and Preventive Medicine, University of Messina, Via Consolare Valeria 1, 98125 Messina, Italy
- Department of Biomolecular Strategies, Genetics, Cutting-Edge Therapies, Euro-Mediterranean Institute of Science and Technology, Via Michele Miraglia, 98139 Palermo, Italy
| | - Concetta Scimone
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, Division of Medical Biotechnologies and Preventive Medicine, University of Messina, Via Consolare Valeria 1, 98125 Messina, Italy
- Department of Biomolecular Strategies, Genetics, Cutting-Edge Therapies, Euro-Mediterranean Institute of Science and Technology, Via Michele Miraglia, 98139 Palermo, Italy
| | - Simona Alibrandi
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, Division of Medical Biotechnologies and Preventive Medicine, University of Messina, Via Consolare Valeria 1, 98125 Messina, Italy
- Department of Chemical, Biological, Pharmaceutical and Environmental Sciences, University of Messina, Viale Ferdinando Stagno D'Alcontres 31, 98166 Messina, Italy
| | - Rosalia D'Angelo
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, Division of Medical Biotechnologies and Preventive Medicine, University of Messina, Via Consolare Valeria 1, 98125 Messina, Italy
| | - Antonina Sidoti
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, Division of Medical Biotechnologies and Preventive Medicine, University of Messina, Via Consolare Valeria 1, 98125 Messina, Italy
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Høilund-Carlsen PF, Revheim ME, Costa T, Kepp KP, Castellani RJ, Perry G, Alavi A, Barrio JR. FDG-PET versus Amyloid-PET Imaging for Diagnosis and Response Evaluation in Alzheimer's Disease: Benefits and Pitfalls. Diagnostics (Basel) 2023; 13:2254. [PMID: 37443645 DOI: 10.3390/diagnostics13132254] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 06/29/2023] [Accepted: 06/30/2023] [Indexed: 07/15/2023] Open
Abstract
In June 2021, the US Federal Drug and Food Administration (FDA) granted accelerated approval for the antibody aducanumab and, in January 2023, also for the antibody lecanemab, based on a perceived drug-induced removal of cerebral amyloid-beta as assessed by amyloid-PET and, in the case of lecanemab, also a presumption of limited clinical efficacy. Approval of the antibody donanemab is awaiting further data. However, published trial data indicate few, small and uncertain clinical benefits, below what is considered "clinically meaningful" and similar to the effect of conventional medication. Furthermore, a therapy-related decrease in the amyloid-PET signal may also reflect increased cell damage rather than simply "amyloid removal". This interpretation is more consistent with increased rates of amyloid-related imaging abnormalities and brain volume loss in treated patients, relative to placebo. We also challenge the current diagnostic criteria for AD based on amyloid-PET imaging biomarkers and recommend that future anti-AD therapy trials apply: (1) diagnosis of AD based on the co-occurrence of cognitive decline and decreased cerebral metabolism assessed by FDA-approved FDG-PET, (2) therapy efficacy determined by favorable effect on cognitive ability, cerebral metabolism by FDG-PET, and brain volumes by MRI, and (3) neuropathologic examination of all deaths occurring in these trials.
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Affiliation(s)
- Poul F Høilund-Carlsen
- Department of Nuclear Medicine, Odense University Hospital, 5000 Odense C, Denmark
- Research Unit of Clinical Physiology and Nuclear Medicine, Department of Clinical Research, University of Southern Denmark, 5230 Odense M, Denmark
| | - Mona-Elisabeth Revheim
- The Intervention Centre, Division of Technology and Innovation, Oslo University Hospital, 0372 Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, 0313 Oslo, Norway
| | - Tommaso Costa
- GDS, Department of Psychology, Koelliker Hospital, University of Turin, 10124 Turin, Italy
- FOCUS Lab, Department of Psychology, University of Turin, 10124 Turin, Italy
| | - Kasper P Kepp
- Section of Biophysical and Biomedicinal Chemistry, DTU Chemistry, Technical University of Denmark, 2800 Kongens Lyngby, Denmark
| | - Rudolph J Castellani
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - George Perry
- Department of Neuroscience, Developmental and Regenerative Biology and Genetics of Neurodegeneration, Departments of Psychiatry and Neuroscience, University of Texas at San Antonio, San Antonio, TX 78249, USA
| | - Abass Alavi
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Jorge R Barrio
- Department of Molecular and Medical Pharmacology, David Geffen UCLA School of Medicine, Los Angeles, CA 90095, USA
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Carlos AF, Josephs KA. The Role of Clinical Assessment in the Era of Biomarkers. Neurotherapeutics 2023; 20:1001-1018. [PMID: 37594658 PMCID: PMC10457273 DOI: 10.1007/s13311-023-01410-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/14/2023] [Indexed: 08/19/2023] Open
Abstract
Hippocratic Medicine revolved around the three main principles of patient, disease, and physician and promoted the systematic observation of patients, rational reasoning, and interpretation of collected information. Although these remain the cardinal features of clinical assessment today, Medicine has evolved from a more physician-centered to a more patient-centered approach. Clinical assessment allows physicians to encounter, observe, evaluate, and connect with patients. This establishes the patient-physician relationship and facilitates a better understanding of the patient-disease relationship, as the ultimate goal is to diagnose, prognosticate, and treat. Biomarkers are at the core of the more disease-centered approach that is currently revolutionizing Medicine as they provide insight into the underlying disease pathomechanisms and biological changes. Genetic, biochemical, radiographic, and clinical biomarkers are currently used. Here, we define a seven-level theoretical construct for the utility of biomarkers in neurodegenerative diseases. Level 1-3 biomarkers are considered supportive of clinical assessment, capable of detecting susceptibility or risk factors, non-specific neurodegeneration or dysfunction, and/or changes at the individual level which help increase clinical diagnostic accuracy and confidence. Level 4-7 biomarkers have the potential to surpass the utility of clinical assessment through detection of early disease stages and prediction of underlying pathology. In neurodegenerative diseases, biomarkers can potentiate, but cannot substitute, clinical assessment. In this current era, aside from adding to the discovery, evaluation/validation, and implementation of more biomarkers, clinical assessment remains crucial to maintaining the personal, humanistic, and sociocultural aspects of patient care. We would argue that clinical assessment is a custom that should never go obsolete.
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Affiliation(s)
- Arenn F Carlos
- Department of Neurology, Mayo Clinic, 200 1st St. S.W., Rochester, MN, 55905, USA.
| | - Keith A Josephs
- Department of Neurology, Mayo Clinic, 200 1st St. S.W., Rochester, MN, 55905, USA
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Fountain-Zaragoza S, Liu H, Benitez A. Functional Network Alterations Associated with Cognition in Pre-Clinical Alzheimer's Disease. Brain Connect 2023; 13:275-286. [PMID: 36606679 PMCID: PMC10280291 DOI: 10.1089/brain.2022.0032] [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] [Indexed: 01/07/2023] Open
Abstract
Objective: Accumulation of cerebral amyloid-β (Aβ) is a risk factor for cognitive decline and defining feature of Alzheimer's disease (AD). Aβ is implicated in brain network disruption, but the extent to which these changes correspond with observable cognitive deficits in pre-clinical AD has not been tested. This study utilized individual-specific functional parcellations to sensitively evaluate the relationship between network connectivity and cognition in adults with and without Aβ deposition. Participants and Methods: Cognitively unimpaired adults ages 45-85 completed amyloid positron emission tomography, resting-state-functional magnetic resonance imaging (fMRI), and neuropsychological tests of episodic memory and executive function (EF). Participants in the upper tertile of mean standard uptake value ratio were considered Aβ+ (n = 50) while others were Aβ- (n = 99). Individualized functional network parcellations were generated from resting-state fMRI data. We examined the effects of group, network, and group-by-network interactions on memory and EF. Results: We observed several interactions such that within the Aβ+ group, preserved network integrity (i.e., greater connectivity within specific networks) was associated with better cognition, whereas network desegregation (i.e., greater connectivity between relative to within networks) was associated with worse cognition. This dissociation was most apparent for cognitive networks (frontoparietal, dorsal and ventral attention, limbic, and default mode), with connectivity relating to EF in the Aβ+ group specifically. Conclusions: Using an innovative approach to constructing individual-specified resting-state functional connectomes, we were able to detect differences in brain-cognition associations in pre-clinical AD. Our findings provide novel insight into specific functional network alterations occurring in the presence of Aβ that relate to cognitive function in asymptomatic individuals. Impact statement Elevated cerebral amyloid-β is a biomarker of pre-clinical Alzheimer's disease (AD). Associations between amyloidosis, functional network disruption, and cognitive impairment are evident in the later stages of AD, but these effects have not been substantiated in pre-clinical AD. Using individual-specific parcellations that maximally localize functional networks, we identify network alterations that relate to cognition in pre-clinical AD that have not been previously reported. We demonstrate that these effects localize to networks implicated in cognition. Our findings suggest that there may be subtle, amyloid-related alterations in the functional connectome that are detectable in pre-clinical AD, with potential implications for cognition in asymptomatic individuals.
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Affiliation(s)
- Stephanie Fountain-Zaragoza
- Department of Health Sciences and Research, Medical University of South Carolina, Charleston, South Carolina, USA
- Center for Biomedical Imaging, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Hesheng Liu
- Department of Neuroscience, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Andreana Benitez
- Center for Biomedical Imaging, Medical University of South Carolina, Charleston, South Carolina, USA
- Department of Neurology, and Medical University of South Carolina, Charleston, South Carolina, USA
- Department of Radiology and Radiological Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
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Ginsberg SD, Tarantini S. Editorial: Hippocampal mechanisms in aging and clinical memory decline. Front Aging Neurosci 2023; 15:1204954. [PMID: 37213539 PMCID: PMC10196629 DOI: 10.3389/fnagi.2023.1204954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 04/17/2023] [Indexed: 05/23/2023] Open
Affiliation(s)
- Stephen D. Ginsberg
- Center for Dementia Research, Nathan Kline Institute, Orangeburg, NY, United States
- Department of Psychiatry, New York University Grossman School of Medicine, New York, NY, United States
- Department of Neuroscience and Physiology, New York University Grossman School of Medicine, New York, NY, United States
- NYU Neuroscience Institute, New York University Grossman School of Medicine, New York, NY, United States
| | - Stefano Tarantini
- Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
- Department of Health Promotion Sciences, College of Public Health, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
- The Peggy and Charles Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
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van der Flier WM, de Vugt ME, Smets EMA, Blom M, Teunissen CE. Towards a future where Alzheimer's disease pathology is stopped before the onset of dementia. NATURE AGING 2023; 3:494-505. [PMID: 37202515 DOI: 10.1038/s43587-023-00404-2] [Citation(s) in RCA: 31] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 03/21/2023] [Indexed: 05/20/2023]
Abstract
Alzheimer's disease (AD) is a major healthcare challenge with no curative treatment at present. To address this challenge, we need a paradigm shift, where we focus on pre-dementia stages of AD. In this Perspective, we outline a strategy to move towards a future with personalized medicine for AD by preparing for and investing in effective and patient-orchestrated diagnosis, prediction and prevention of the dementia stage. While focusing on AD, this Perspective also discusses studies that do not specify the cause of dementia. Future personalized prevention strategies encompass multiple components, including tailored combinations of disease-modifying interventions and lifestyle. By empowering the public and patients to be more actively engaged in the management of their health and disease and by developing improved strategies for diagnosis, prediction and prevention, we can pave the way for a future with personalized medicine, in which AD pathology is stopped to prevent or delay the onset of dementia.
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Affiliation(s)
- Wiesje M van der Flier
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, Amsterdam, the Netherlands.
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, the Netherlands.
- Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, Amsterdam, the Netherlands.
| | - Marjolein E de Vugt
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, Maastricht, the Netherlands
| | - Ellen M A Smets
- Medical Psychology, Amsterdam UMC location AMC, Amsterdam, the Netherlands
| | - Marco Blom
- Alzheimer Nederland, Amersfoort, Utrecht, the Netherlands
| | - Charlotte E Teunissen
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, the Netherlands
- Neurochemistry Laboratory, Clinical Chemistry, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
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48
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Aramadaka S, Mannam R, Sankara Narayanan R, Bansal A, Yanamaladoddi VR, Sarvepalli SS, Vemula SL. Neuroimaging in Alzheimer's Disease for Early Diagnosis: A Comprehensive Review. Cureus 2023; 15:e38544. [PMID: 37273363 PMCID: PMC10239271 DOI: 10.7759/cureus.38544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/03/2023] [Indexed: 06/06/2023] Open
Abstract
Alzheimer's disease (AD) is the most common cause of dementia in the elderly, affecting roughly half of those over the age of 85. We briefly discussed the risk factors, epidemiology, and treatment options for AD. The development of therapeutic therapies operating very early in the disease cascade has been spurred by the realization that the disease process begins at least a decade or more before the manifestation of symptoms. Thus, the clinical significance of early diagnosis was emphasized. Using various keywords, a literature search was carried out using PubMed and other databases. For inclusion, pertinent articles were chosen and reviewed. This article has reviewed different neuroimaging techniques that are considered advanced tools to aid in establishing a diagnosis and highlighted the advantages as well as disadvantages of those techniques. Besides, the prevalence of several in vivo biomarkers aided in discriminating affected individuals from healthy controls in the early stages of the disease. Each imaging method has its advantages and disadvantages, hence no single imaging approach can be the optimum modality for diagnosis. This article also commented on a better approach to using these techniques to increase the likelihood of an early diagnosis.
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Affiliation(s)
| | - Raam Mannam
- Research, Narayana Medical College, Nellore, IND
| | | | - Arpit Bansal
- Research, Narayana Medical College, Nellore, IND
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Matziorinis AM, Flo BK, Skouras S, Dahle K, Henriksen A, Hausmann F, Sudmann TT, Gold C, Koelsch S. A 12-month randomised pilot trial of the Alzheimer's and music therapy study: a feasibility assessment of music therapy and physical activity in patients with mild-to-moderate Alzheimer's disease. Pilot Feasibility Stud 2023; 9:61. [PMID: 37076884 PMCID: PMC10114372 DOI: 10.1186/s40814-023-01287-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Accepted: 03/30/2023] [Indexed: 04/21/2023] Open
Abstract
BACKGROUND The Alzheimer's and Music Therapy (ALMUTH) study is the first randomised controlled trial (RCT) design with 12 months of active non-pharmacological therapy (NPT) implementing music therapy (MT) and physical activity (PA) for participants with Alzheimer's disease (AD). The aim of the present article is to retrospectively examine the inclusion of mild-to-moderate Alzheimer's Disease patients into the main ALMUTH study protocol and to determine if continued inclusion of AD patients is warranted. METHODS The randomised pilot trial was conducted as a parallel three-arm RCT, reflecting the experimental design of the ALMUTH study. The trial was conducted in Bergen, Norway, and randomisation (1:1:1) was performed by an external researcher. The study was open label and the experimental design features two active NPTs: MT and PA, and a passive control (no intervention, CON) in Norwegian speaking patients with AD who still live at home and could provide informed consent. Sessions were offered once per week (up to 90 min) up to 40 sessions over 12 months. Baseline and follow-up tests included a full neuropsychological test battery and three magnetic resonance imaging (MRI) measurements (structural, functional, and diffusion weighted imaging). Feasibility outcomes were assessed and were determined as feasible if they met the target criteria. RESULTS Eighteen participants with a diagnosis of mild-to-moderate AD were screened, randomised, and tested once at baseline and once after 12-months. Participants were divided into three groups: MT (n = 6), PA (n = 6), and CON (n = 6). Results of the study revealed that the ALMUTH protocol in patients with AD was not feasible. The adherence to the study protocol was poor (50% attended sessions), with attrition and retention rates at 50%. The recruitment was costly and there were difficulties acquiring participants who met the inclusion criteria. Issues with study fidelity and problems raised by staff were taken into consideration for the updated study protocol. No adverse events were reported by the patients or their caregivers. CONCLUSIONS The pilot trial was not deemed feasible in patients with mild-to-moderate AD. To mitigate this, the ALMUTH study has expanded the recruitment criteria to include participants with milder forms of memory impairment (pre-AD) in addition to expanding the neuropsychological test battery. The ALMUTH study is currently ongoing through 2023. TRIAL REGISTRATION Norsk Forskningsråd (NFR) funded. Regional Committees for Medical and Health Research Ethics (REC-WEST: reference number 2018/206). CLINICALTRIALS gov: NCT03444181 (registered retrospectively 23 February 2018, https://clinicaltrials.gov/ct2/show/NCT03444181 ).
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Affiliation(s)
- A M Matziorinis
- Department of Biological and Medical Psychology, University of Bergen, Bergen, Norway.
| | - B K Flo
- Department of Biological and Medical Psychology, University of Bergen, Bergen, Norway
| | - S Skouras
- Department of Biological and Medical Psychology, University of Bergen, Bergen, Norway
| | - K Dahle
- Kompetansesenter for Demens, Bergen Kommune, Norway
| | - A Henriksen
- Department of Sport, Food, and Natural Sciences, Faculty of Education, Arts, and Sports, Western Norway University of Applied Sciences, Bergen, Norway
| | - F Hausmann
- Department of Sport, Food, and Natural Sciences, Faculty of Education, Arts, and Sports, Western Norway University of Applied Sciences, Bergen, Norway
| | - T T Sudmann
- Department of Health and Function, Western Norway University of Applied Sciences, Bergen, Norway
| | - C Gold
- NORCE Norwegian Research Centre AS, Bergen, Norway
- Grieg Academy Department of Music, University of Bergen, Bergen, Norway
- Department of Clinical and Health Psychology, University of Vienna, Vienna, Austria
| | - S Koelsch
- Department of Biological and Medical Psychology, University of Bergen, Bergen, Norway.
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50
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Dreves MAE, van Harten AC, Visser LNC, Rhodius‐Meester H, Köhler S, Kooistra M, Papma JM, Honey MIJ, Blom MM, Smets EMA, de Vugt ME, Teunissen CE, van der Flier WM. Rationale and design of the ABOARD project (A Personalized Medicine Approach for Alzheimer's Disease). ALZHEIMER'S & DEMENTIA (NEW YORK, N. Y.) 2023; 9:e12401. [PMID: 37287472 PMCID: PMC10242186 DOI: 10.1002/trc2.12401] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 05/10/2023] [Accepted: 05/18/2023] [Indexed: 06/09/2023]
Abstract
The key to stopping Alzheimer's disease (AD) lies in the pre-dementia stages, with the goal to stop AD before dementia has started. We present the rationale and design of the ABOARD (A Personalized Medicine Approach for Alzheimer's Disease) project, which aims to invest in personalized medicine for AD. ABOARD is a Dutch public-private partnership of 32 partners, connecting stakeholders from a scientific, clinical, and societal perspective. The 5-year project is structured into five work packages on (1) diagnosis, (2) prediction, (3) prevention, (4) patient-orchestrated care, and (5) communication and dissemination. ABOARD functions as a network organization in which professionals interact cross-sectorally. ABOARD has a strong junior training program "Juniors On Board." Project results are shared with society through multiple communication resources. By including relevant partners and involving citizens at risk, patients, and their care partners, ABOARD builds toward a future with personalized medicine for AD. Highlights ABOARD (A Personalized Medicine Approach for Alzheimer's Disease) is a public-private research project executed by 32 partners that functions as a network organization.Together, the project partners build toward a future with personalized medicine for Alzheimer's disease.Although ABOARD is a Dutch consortium, it has international relevance.ABOARD improves diagnosis, prediction, prevention, and patient-orchestrated care.
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Affiliation(s)
- Maria A. E. Dreves
- Alzheimer Center AmsterdamNeurologyAmsterdam UMC location VUmcVrije Universiteit AmsterdamAmsterdamthe Netherlands
- Amsterdam NeuroscienceAmsterdam UMC location VUmcVrije Universiteit AmsterdamAmsterdamthe Netherlands
| | - Argonde C. van Harten
- Alzheimer Center AmsterdamNeurologyAmsterdam UMC location VUmcVrije Universiteit AmsterdamAmsterdamthe Netherlands
- Amsterdam NeuroscienceAmsterdam UMC location VUmcVrije Universiteit AmsterdamAmsterdamthe Netherlands
- Neurochemistry LaboratoryDepartment of Clinical ChemistryVrije Universiteit AmsterdamAmsterdamthe Netherlands
| | - Leonie N. C. Visser
- Alzheimer Center AmsterdamNeurologyAmsterdam UMC location VUmcVrije Universiteit AmsterdamAmsterdamthe Netherlands
- Department of Medical PsychologyAmsterdam UMC location AMCUniversity of AmsterdamAmsterdamthe Netherlands
- Amsterdam Public Health Research InstituteQuality of CareAmsterdam UMC location AMCUniversity of AmsterdamAmsterdamthe Netherlands
- Division of Clinical GeriatricsCenter for Alzheimer ResearchDepartment of NeurobiologyCare Sciences and SocietyKarolinska InstitutetStockholmSweden
| | - Hanneke Rhodius‐Meester
- Alzheimer Center AmsterdamNeurologyAmsterdam UMC location VUmcVrije Universiteit AmsterdamAmsterdamthe Netherlands
- Amsterdam NeuroscienceAmsterdam UMC location VUmcVrije Universiteit AmsterdamAmsterdamthe Netherlands
- Department of Internal MedicineGeriatric Medicine sectionVrije Universiteit AmsterdamAmsterdamthe Netherlands
- Department of Geriatric MedicineThe Memory ClinicOslo University HospitalOsloNorway
| | - Sebastian Köhler
- Department of Psychiatry and NeuropsychologySchool for Mental Health and NeuroscienceMaastricht UniversityMaastrichtthe Netherlands
| | | | - Janne M. Papma
- Department of Neurology and Alzheimer Center Erasmus MCErasmus MC University Medical CenterRotterdamthe Netherlands
| | - Madison I. J. Honey
- Amsterdam NeuroscienceAmsterdam UMC location VUmcVrije Universiteit AmsterdamAmsterdamthe Netherlands
- Neurochemistry LaboratoryDepartment of Clinical ChemistryVrije Universiteit AmsterdamAmsterdamthe Netherlands
| | | | - Ellen M. A. Smets
- Department of Medical PsychologyAmsterdam UMC location AMCUniversity of AmsterdamAmsterdamthe Netherlands
- Amsterdam Public Health Research InstituteQuality of CareAmsterdam UMC location AMCUniversity of AmsterdamAmsterdamthe Netherlands
| | - Marjolein E. de Vugt
- Department of Psychiatry and NeuropsychologySchool for Mental Health and NeuroscienceMaastricht UniversityMaastrichtthe Netherlands
| | - Charlotte E. Teunissen
- Amsterdam NeuroscienceAmsterdam UMC location VUmcVrije Universiteit AmsterdamAmsterdamthe Netherlands
- Neurochemistry LaboratoryDepartment of Clinical ChemistryVrije Universiteit AmsterdamAmsterdamthe Netherlands
| | - Wiesje M. van der Flier
- Alzheimer Center AmsterdamNeurologyAmsterdam UMC location VUmcVrije Universiteit AmsterdamAmsterdamthe Netherlands
- Amsterdam NeuroscienceAmsterdam UMC location VUmcVrije Universiteit AmsterdamAmsterdamthe Netherlands
- Department of Epidemiology and Data ScienceAmsterdam UMC location VUmc, Vrije Universiteit AmsterdamAmsterdamthe Netherlands
| | - the ABOARD Consortium
- Alzheimer Center AmsterdamNeurologyAmsterdam UMC location VUmcVrije Universiteit AmsterdamAmsterdamthe Netherlands
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