Diagnostic Performance and Clinical Applicability of Blood-Based Biomarkers in a Prospective Memory Clinic Cohort.


Journal

Neurology
ISSN: 1526-632X
Titre abrégé: Neurology
Pays: United States
ID NLM: 0401060

Informations de publication

Date de publication:
21 02 2023
Historique:
received: 16 06 2022
accepted: 06 10 2022
pubmed: 1 12 2022
medline: 25 2 2023
entrez: 30 11 2022
Statut: ppublish

Résumé

Blood-based biomarkers have emerged as minimally invasive options for evaluating cognitive impairment. Most studies to date have assessed them in research cohorts, limiting their generalization to everyday clinical practice. We evaluated their diagnostic performance and clinical applicability in a prospective, real-world, memory clinic cohort. All patients referred with suspected cognitive impairment between July 2019 and June 2021 were prospectively invited to participate. Five plasma biomarkers (tau phosphorylated at threonine 181 [p-tau181], glial fibrillary acidic protein [GFAP], neurofilament light chain [NfL], total tau [t-tau], and ubiquitin C-terminal hydrolase L1 [UCH-L1]) were determined with single-molecule array. Performance was assessed in comparison to clinical diagnosis (blinded to plasma results) and amyloid status (CSF/PET). A group of cognitively unimpaired (CU) controls was also included. Three hundred forty-nine participants (mean age 68, SD 8.3 years) and 36 CU controls (mean age 61.7, SD 8.2 years) were included. In the subcohort with available Alzheimer disease (AD) biomarkers (n = 268), plasma p-tau181 and GFAP had a high diagnostic accuracy to differentiate AD from non-neurodegenerative causes (area under the receiver operating characteristic curve 0.94 and 0.92, respectively), with p-tau181 systematically outperforming GFAP. Plasma p-tau181 levels predicted amyloid status (85% sensitivity and specificity) with accurate individual prediction in approximately 60% of the patients. Plasma NfL differentiated frontotemporal dementia (FTD) syndromes from CU (0.90) and non-neurodegenerative causes (0.93), whereas the discriminative capacity with AD and between all neurodegenerative and non-neurodegenerative causes was less accurate. A combination of p-tau181 and NfL identified FTD with 82% sensitivity and 85% specificity and had a negative predictive value for neurodegenerative diagnosis of 86%, ruling out half of the non-neurodegenerative diagnoses. In the subcohort without AD biomarkers, similar results were obtained. T-tau and UCH-L1 did not offer added diagnostic value. Plasma p-tau181 predicted amyloid status with high accuracy and could have potentially avoided CSF/amyloid PET testing in approximately 60% of subjects in a memory clinic setting. NfL was useful for identifying FTD from non-neurodegenerative causes but behaved worse than p-tau181 in all other comparisons. Combining p-tau181 and NfL improved diagnostic performance for FTD and non-neurodegenerative diagnoses. However, the 14% false-negative results suggest that further improvement is needed before implementation outside memory clinics. This study provides Class I evidence that plasma p-tau181 correlates with the presence or absence of AD and a combination of plasma p-tau181 and NfL correlates moderately well with a diagnosis of FTD.

Sections du résumé

BACKGROUND AND OBJECTIVES
Blood-based biomarkers have emerged as minimally invasive options for evaluating cognitive impairment. Most studies to date have assessed them in research cohorts, limiting their generalization to everyday clinical practice. We evaluated their diagnostic performance and clinical applicability in a prospective, real-world, memory clinic cohort.
METHODS
All patients referred with suspected cognitive impairment between July 2019 and June 2021 were prospectively invited to participate. Five plasma biomarkers (tau phosphorylated at threonine 181 [p-tau181], glial fibrillary acidic protein [GFAP], neurofilament light chain [NfL], total tau [t-tau], and ubiquitin C-terminal hydrolase L1 [UCH-L1]) were determined with single-molecule array. Performance was assessed in comparison to clinical diagnosis (blinded to plasma results) and amyloid status (CSF/PET). A group of cognitively unimpaired (CU) controls was also included.
RESULTS
Three hundred forty-nine participants (mean age 68, SD 8.3 years) and 36 CU controls (mean age 61.7, SD 8.2 years) were included. In the subcohort with available Alzheimer disease (AD) biomarkers (n = 268), plasma p-tau181 and GFAP had a high diagnostic accuracy to differentiate AD from non-neurodegenerative causes (area under the receiver operating characteristic curve 0.94 and 0.92, respectively), with p-tau181 systematically outperforming GFAP. Plasma p-tau181 levels predicted amyloid status (85% sensitivity and specificity) with accurate individual prediction in approximately 60% of the patients. Plasma NfL differentiated frontotemporal dementia (FTD) syndromes from CU (0.90) and non-neurodegenerative causes (0.93), whereas the discriminative capacity with AD and between all neurodegenerative and non-neurodegenerative causes was less accurate. A combination of p-tau181 and NfL identified FTD with 82% sensitivity and 85% specificity and had a negative predictive value for neurodegenerative diagnosis of 86%, ruling out half of the non-neurodegenerative diagnoses. In the subcohort without AD biomarkers, similar results were obtained. T-tau and UCH-L1 did not offer added diagnostic value.
DISCUSSION
Plasma p-tau181 predicted amyloid status with high accuracy and could have potentially avoided CSF/amyloid PET testing in approximately 60% of subjects in a memory clinic setting. NfL was useful for identifying FTD from non-neurodegenerative causes but behaved worse than p-tau181 in all other comparisons. Combining p-tau181 and NfL improved diagnostic performance for FTD and non-neurodegenerative diagnoses. However, the 14% false-negative results suggest that further improvement is needed before implementation outside memory clinics.
CLASSIFICATION OF EVIDENCE
This study provides Class I evidence that plasma p-tau181 correlates with the presence or absence of AD and a combination of plasma p-tau181 and NfL correlates moderately well with a diagnosis of FTD.

Identifiants

pubmed: 36450604
pii: WNL.0000000000201597
doi: 10.1212/WNL.0000000000201597
pmc: PMC9984216
doi:

Substances chimiques

tau Proteins 0
Amyloid beta-Peptides 0
Biomarkers 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

e860-e873

Informations de copyright

© 2022 American Academy of Neurology.

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Auteurs

Jordi Sarto (J)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Raquel Ruiz-García (R)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Núria Guillén (N)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Óscar Ramos-Campoy (Ó)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Neus Falgàs (N)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Diana Esteller (D)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

José Contador (J)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Guadalupe Fernández (G)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Yolanda González (Y)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Adrià Tort-Merino (A)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Jordi Juncà-Parella (J)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Bea Bosch (B)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Sergi Borrego-Écija (S)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Laura Molina-Porcel (L)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Magda Castellví (M)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Miguel Vergara (M)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Anna Antonell (A)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Josep María Augé (JM)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Laura Naranjo (L)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Raquel Sanchez-Valle (R)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Albert Lladó (A)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain.

Mircea Balasa (M)

From the Alzheimer's Disease and Other Cognitive Disorders Unit (J.S., N.G., O.R.-C., N.F., D.E., J.C., G.F., Y.G., A.T.-M., J.J.-P., B.B., S.B.-É., L.M.-P., M.C., M.V., A.A., R.S.-V., A.L., M.B.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona; Immunology Service (R.R.-G., L.N.), Biomedical Diagnostic Center, Hospital Clínic de Barcelona, Spain; Atlantic Fellow for Equity in Brain Health (N.F., M.B.), Global Brain Health Institute, University of California, San Francisco and Trinity College, Dublin, Ireland; Neurological Tissue Bank of the Biobank-Hospital Clinic-IDIBAPS (L.M.-P.); and Biochemistry and Molecular Genetics Department (J.M.A.), Hospital Clínic de Barcelona, Spain. mbalasa@clinic.cat.

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