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Hong Z, Tian C, Stewart T, Aro P, Soltys D, Bercow M, Sheng L, Borden K, Khrisat T, Pan C, Zabetian CP, Peskind ER, Quinn JF, Montine TJ, Aasly J, Shi M, Zhang J. Development of a Sensitive Diagnostic Assay for Parkinson Disease Quantifying α-Synuclein-Containing Extracellular Vesicles. Neurology 2021; 96:e2332-e2345. [PMID: 34032594 PMCID: PMC8166433 DOI: 10.1212/wnl.0000000000011853] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Accepted: 02/05/2021] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To develop a reliable and fast assay to quantify the α-synuclein (α-syn)-containing extracellular vesicles (EVs) in CSF and to assess their diagnostic potential for Parkinson disease (PD). METHODS A cross-sectional, multicenter study was designed, including 170 patients with PD and 131 healthy controls (HCs) with a similar distribution of age and sex recruited from existing center studies at the University of Washington and Oregon Health and Science University. CSF EVs carrying α-syn or aggregated α-syn were quantified using antibodies against total or aggregated α-syn, respectively, and highly specific, sensitive, and rapid assays based on the novel Apogee nanoscale flow cytometry technology. RESULTS No significant differences in the number and size distribution of total EVs between patients with PD and HCs in CSF were observed. When examining the total α-syn-positive and aggregated α-syn-positive EV subpopulations, the proportions of both among all detected CSF EVs were significantly lower in patients with PD compared to HCs (p < 0.0001). While each EV subpopulation showed better diagnostic sensitivity and specificity than total CSF α-syn measured directly with an immunoassay, a combination of the 2 EV subpopulations demonstrated a diagnostic accuracy that attained clinical relevance (area under curve 0.819, sensitivity 80%, specificity 71%). CONCLUSION Using newly established, sensitive nanoscale flow cytometry assays, we have demonstrated that total α-syn-positive and aggregated α-syn-positive EVs in CSF may serve as a helpful tool in PD diagnosis. CLASSIFICATION OF EVIDENCE This study provides Class III evidence that total and aggregated α-syn-positive EVs in CSF identify patients with PD.
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Affiliation(s)
- Zhen Hong
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway
| | - Chen Tian
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway
| | - Tessandra Stewart
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway
| | - Patrick Aro
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway
| | - David Soltys
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway
| | - Matt Bercow
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway
| | - Lifu Sheng
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway
| | - Kayla Borden
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway
| | - Tarek Khrisat
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway
| | - Catherine Pan
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway
| | - Cyrus P Zabetian
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway
| | - Elaine R Peskind
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway
| | - Joseph F Quinn
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway
| | - Thomas J Montine
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway
| | - Jan Aasly
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway
| | - Min Shi
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway
| | - Jing Zhang
- From the Departments of Pathology (Z.H., T.S., P.A., D.S., M.B., L.S., K.B., T.K., C.P., M.S., J.Z.), Neurology (C.P.Z.), and Psychiatry and Behavioral Sciences (E.R.P.), University of Washington School of Medicine, Seattle; Department of Neurology (Z.H.), West China Medical School, Sichuan University, Chengdu; Department of Pathology (C.T., J.Z.), Central Laboratory (J.Z.), The First Affiliated Hospital and School of Medicine, and National Health and Disease Human Brain Tissue Resource Center (J.Z.), Zhejiang University, Hangzhou; Geriatric Research, Education, and Clinical Center (C.P.Z.) and Mental Illness Research, Education, and Clinical Centre (E.R.P.), Veterans Affairs Puget Sound Health Care System, Seattle, WA; Parkinson's Disease Research, Education, and Clinical Care Center (J.F.Q.), Portland VA Medical Center; Department of Neurology (J.F.Q.), Oregon Health and Science University, Portland; Department of Pathology (T.J.M.), Stanford University School of Medicine, Palo Alto, CA; and Department of Neurology (J.A.), St. Olav's Hospital, Trondheim, Norway.
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