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February 14, 2023; 100 (7) Research Article

Plasma Phosphorylated Tau at Threonine 181 and Neuropsychiatric Symptoms in Preclinical and Prodromal Alzheimer Disease

Maryam Ghahremani, Meng Wang, Hung-Yu Chen, View ORCID ProfileHenrik Zetterberg, View ORCID ProfileEric Smith, View ORCID ProfileZahinoor Ismail, for the Alzheimer's Disease Neuroimaging Initiative*
First published November 2, 2022, DOI: https://doi.org/10.1212/WNL.0000000000201517
Maryam Ghahremani
From the Department of Psychiatry (M.G., H.-Y.C., Z.I.), Hotchkiss Brain Institute (M.G., M.W., H.-Y.C., E.S., Z.I.), Department of Clinical Neurosciences (M.W., E.S., Z.I.), Cumming School of Medicine, and Department of Community Health Sciences (M.W., E.S., Z.I.), University of Calgary, Alberta, Canada; Department of Psychiatry and Neurochemistry (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.); Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Mathison Centre for Mental Health Research & Education (Z.I.), University of Calgary, Alberta, Canada; and College of Medicine and Health (Z.I.), University of Exeter, United Kingdom.
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Meng Wang
From the Department of Psychiatry (M.G., H.-Y.C., Z.I.), Hotchkiss Brain Institute (M.G., M.W., H.-Y.C., E.S., Z.I.), Department of Clinical Neurosciences (M.W., E.S., Z.I.), Cumming School of Medicine, and Department of Community Health Sciences (M.W., E.S., Z.I.), University of Calgary, Alberta, Canada; Department of Psychiatry and Neurochemistry (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.); Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Mathison Centre for Mental Health Research & Education (Z.I.), University of Calgary, Alberta, Canada; and College of Medicine and Health (Z.I.), University of Exeter, United Kingdom.
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Hung-Yu Chen
From the Department of Psychiatry (M.G., H.-Y.C., Z.I.), Hotchkiss Brain Institute (M.G., M.W., H.-Y.C., E.S., Z.I.), Department of Clinical Neurosciences (M.W., E.S., Z.I.), Cumming School of Medicine, and Department of Community Health Sciences (M.W., E.S., Z.I.), University of Calgary, Alberta, Canada; Department of Psychiatry and Neurochemistry (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.); Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Mathison Centre for Mental Health Research & Education (Z.I.), University of Calgary, Alberta, Canada; and College of Medicine and Health (Z.I.), University of Exeter, United Kingdom.
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Henrik Zetterberg
From the Department of Psychiatry (M.G., H.-Y.C., Z.I.), Hotchkiss Brain Institute (M.G., M.W., H.-Y.C., E.S., Z.I.), Department of Clinical Neurosciences (M.W., E.S., Z.I.), Cumming School of Medicine, and Department of Community Health Sciences (M.W., E.S., Z.I.), University of Calgary, Alberta, Canada; Department of Psychiatry and Neurochemistry (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.); Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Mathison Centre for Mental Health Research & Education (Z.I.), University of Calgary, Alberta, Canada; and College of Medicine and Health (Z.I.), University of Exeter, United Kingdom.
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Eric Smith
From the Department of Psychiatry (M.G., H.-Y.C., Z.I.), Hotchkiss Brain Institute (M.G., M.W., H.-Y.C., E.S., Z.I.), Department of Clinical Neurosciences (M.W., E.S., Z.I.), Cumming School of Medicine, and Department of Community Health Sciences (M.W., E.S., Z.I.), University of Calgary, Alberta, Canada; Department of Psychiatry and Neurochemistry (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.); Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Mathison Centre for Mental Health Research & Education (Z.I.), University of Calgary, Alberta, Canada; and College of Medicine and Health (Z.I.), University of Exeter, United Kingdom.
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Zahinoor Ismail
From the Department of Psychiatry (M.G., H.-Y.C., Z.I.), Hotchkiss Brain Institute (M.G., M.W., H.-Y.C., E.S., Z.I.), Department of Clinical Neurosciences (M.W., E.S., Z.I.), Cumming School of Medicine, and Department of Community Health Sciences (M.W., E.S., Z.I.), University of Calgary, Alberta, Canada; Department of Psychiatry and Neurochemistry (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.); Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Mathison Centre for Mental Health Research & Education (Z.I.), University of Calgary, Alberta, Canada; and College of Medicine and Health (Z.I.), University of Exeter, United Kingdom.
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  • ORCID record for Zahinoor Ismail
From the Department of Psychiatry (M.G., H.-Y.C., Z.I.), Hotchkiss Brain Institute (M.G., M.W., H.-Y.C., E.S., Z.I.), Department of Clinical Neurosciences (M.W., E.S., Z.I.), Cumming School of Medicine, and Department of Community Health Sciences (M.W., E.S., Z.I.), University of Calgary, Alberta, Canada; Department of Psychiatry and Neurochemistry (H.Z.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg; Clinical Neurochemistry Laboratory (H.Z.), Sahlgrenska University Hospital, Mölndal, Sweden; Department of Neurodegenerative Disease (H.Z.), UCL Institute of Neurology, Queen Square; UK Dementia Research Institute at UCL (H.Z.); Hong Kong Center for Neurodegenerative Diseases (H.Z.), China; Mathison Centre for Mental Health Research & Education (Z.I.), University of Calgary, Alberta, Canada; and College of Medicine and Health (Z.I.), University of Exeter, United Kingdom.
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Plasma Phosphorylated Tau at Threonine 181 and Neuropsychiatric Symptoms in Preclinical and Prodromal Alzheimer Disease
Maryam Ghahremani, Meng Wang, Hung-Yu Chen, Henrik Zetterberg, Eric Smith, Zahinoor Ismail, for the Alzheimer's Disease Neuroimaging Initiative*
Neurology Feb 2023, 100 (7) e683-e693; DOI: 10.1212/WNL.0000000000201517

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Abstract

Background and Objectives Plasma phosphorylated tau at threonine 181 (p-tau181), a well-validated marker of Alzheimer disease (AD) pathologic change, could be a more efficient way to diagnose AD than invasive or expensive biomarkers requiring CSF or PET. In some individuals, neuropsychiatric symptoms (NPS) are the earliest manifestation of AD, observed in advance of clear cognitive decline. However, the few studies assessing AD biomarkers in association with NPS have often had imprecision in capturing behavioral symptoms that represent sequelae of neurodegenerative disease. Thus, the mild behavioral impairment (MBI) construct was developed, framing NPS in a way to improve the precision of risk estimates for disease. MBI core criteria stipulate that NPS emerge de novo in later life and persist for at least 6 months. Here, cross-sectionally and longitudinally, we investigated associations of MBI with p-tau181, neuropsychological test performance, and incident AD.

Methods Cognitively unimpaired and mild cognitive impairment (MCI) Alzheimer's Disease Neuroimaging Initiative participants were selected. MBI status was derived from the Neuropsychiatric Inventory (NPI) using a published algorithm. NPI total scores at baseline and year 1 visits were used to operationalize MBI (score >0 at both visits), NPS not meeting the MBI criteria (NPS-not-MBI, score >0 at only 1 visit), and no NPS (score = 0 at both visits). Linear regressions were fitted for cross-sectional analyses; multilevel linear mixed-effects and Cox proportional hazards models were implemented to examine the longitudinal associations of MBI with changes in p-tau181 and cognition and incident dementia.

Results The sample included 571 participants (age 72.2 years, 46.8% female, 64.8% MCI). Cross-sectionally (β = 8.1%, 95% CI 1.4%–15.2%, p = 0.02), MBI was associated with higher plasma p-tau181 levels compared with no NPS; NPS-not-MBI was not. Longitudinally, MBI was associated with higher p-tau181 (β = 0.014%, 95% CI 0.003–0.026, p = 0.02), in addition to a decline in memory and executive function. Survival analyses demonstrated a 3.92-fold greater dementia incidence in MBI, with no significant differences between NPS-not-MBI and no NPS.

Discussion These findings extend the evidence base that MBI is associated with elevated risk of cognitive decline and dementia and a sequela of emerging Alzheimer-related proteinopathies. MBI offers a substantial improvement over current approaches that explore behavior as a proxy marker for Alzheimer-related proteinopathies, with both clinical and AD trial enrichment implications.

Glossary

Aβ=
β-amyloid;
AD=
Alzheimer disease;
ADNI=
Alzheimer's Disease Neuroimaging Initiative;
A/T/N=
amyloid/tau/neurodegeneration;
CU=
cognitively unimpaired;
HR=
hazard ratio;
MBI=
mild behavioral impairment;
MBI-C=
MBI checklist;
MLME=
multilevel linear mixed effect;
MMSE=
Mini-Mental State Examination;
NfL=
neurofilament light;
NIA-AA=
National Institute of Aging–Alzheimer's Association;
NPI=
Neuropsychiatric Inventory;
NPI-Q=
NPI Questionnaire;
NPS=
neuropsychiatric symptoms;
p-tau181=
phosphorylated tau at threonine 181;
RAVLT=
Rey Auditory Verbal Learning Test

Footnotes

  • Go to Neurology.org/N for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • *Data used in preparation of this article were obtained from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database (adni.loni.usc.edu). As such, the investigators within the ADNI contributed to the design and implementation of the ADNI and/or provided data but did not participate in analysis or writing of this report. A complete listing of ADNI investigators can be found in the coinvestigators list at links.lww.com/WNL/C460.

  • Submitted and externally peer reviewed. The handling editor was Linda Hershey, MD, PhD, FAAN.

  • Received May 31, 2022.
  • Accepted in final form September 20, 2022.
  • © 2022 American Academy of Neurology
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