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A two-step workflow based on plasma p-tau217 to screen for amyloid β positivity with further confirmatory testing only in uncertain cases
Cost-effective strategies for identifying amyloid-β (Aβ) positivity in patients with cognitive impairment are urgently needed with recent approvals of anti-Aβ immunotherapies for Alzheimer’s disease (AD). Blood biomarkers can accurately detect AD pathology, but it is unclear whether their incorporat...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group US
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10501903/ https://www.ncbi.nlm.nih.gov/pubmed/37653254 http://dx.doi.org/10.1038/s43587-023-00471-5 |
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author | Brum, Wagner S. Cullen, Nicholas C. Janelidze, Shorena Ashton, Nicholas J. Zimmer, Eduardo R. Therriault, Joseph Benedet, Andrea L. Rahmouni, Nesrine Tissot, Cécile Stevenson, Jenna Servaes, Stijn Triana-Baltzer, Gallen Kolb, Hartmuth C. Palmqvist, Sebastian Stomrud, Erik Rosa-Neto, Pedro Blennow, Kaj Hansson, Oskar |
author_facet | Brum, Wagner S. Cullen, Nicholas C. Janelidze, Shorena Ashton, Nicholas J. Zimmer, Eduardo R. Therriault, Joseph Benedet, Andrea L. Rahmouni, Nesrine Tissot, Cécile Stevenson, Jenna Servaes, Stijn Triana-Baltzer, Gallen Kolb, Hartmuth C. Palmqvist, Sebastian Stomrud, Erik Rosa-Neto, Pedro Blennow, Kaj Hansson, Oskar |
author_sort | Brum, Wagner S. |
collection | PubMed |
description | Cost-effective strategies for identifying amyloid-β (Aβ) positivity in patients with cognitive impairment are urgently needed with recent approvals of anti-Aβ immunotherapies for Alzheimer’s disease (AD). Blood biomarkers can accurately detect AD pathology, but it is unclear whether their incorporation into a full diagnostic workflow can reduce the number of confirmatory cerebrospinal fluid (CSF) or positron emission tomography (PET) tests needed while accurately classifying patients. We evaluated a two-step workflow for determining Aβ-PET status in patients with mild cognitive impairment (MCI) from two independent memory clinic-based cohorts (n = 348). A blood-based model including plasma tau protein 217 (p-tau217), age and APOE ε4 status was developed in BioFINDER-1 (area under the curve (AUC) = 89.3%) and validated in BioFINDER-2 (AUC = 94.3%). In step 1, the blood-based model was used to stratify the patients into low, intermediate or high risk of Aβ-PET positivity. In step 2, we assumed referral only of intermediate-risk patients to CSF Aβ42/Aβ40 testing, whereas step 1 alone determined Aβ-status for low- and high-risk groups. Depending on whether lenient, moderate or stringent thresholds were used in step 1, the two-step workflow overall accuracy for detecting Aβ-PET status was 88.2%, 90.5% and 92.0%, respectively, while reducing the number of necessary CSF tests by 85.9%, 72.7% and 61.2%, respectively. In secondary analyses, an adapted version of the BioFINDER-1 model led to successful validation of the two-step workflow with a different plasma p-tau217 immunoassay in patients with cognitive impairment from the TRIAD cohort (n = 84). In conclusion, using a plasma p-tau217-based model for risk stratification of patients with MCI can substantially reduce the need for confirmatory testing while accurately classifying patients, offering a cost-effective strategy to detect AD in memory clinic settings. |
format | Online Article Text |
id | pubmed-10501903 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group US |
record_format | MEDLINE/PubMed |
spelling | pubmed-105019032023-09-16 A two-step workflow based on plasma p-tau217 to screen for amyloid β positivity with further confirmatory testing only in uncertain cases Brum, Wagner S. Cullen, Nicholas C. Janelidze, Shorena Ashton, Nicholas J. Zimmer, Eduardo R. Therriault, Joseph Benedet, Andrea L. Rahmouni, Nesrine Tissot, Cécile Stevenson, Jenna Servaes, Stijn Triana-Baltzer, Gallen Kolb, Hartmuth C. Palmqvist, Sebastian Stomrud, Erik Rosa-Neto, Pedro Blennow, Kaj Hansson, Oskar Nat Aging Letter Cost-effective strategies for identifying amyloid-β (Aβ) positivity in patients with cognitive impairment are urgently needed with recent approvals of anti-Aβ immunotherapies for Alzheimer’s disease (AD). Blood biomarkers can accurately detect AD pathology, but it is unclear whether their incorporation into a full diagnostic workflow can reduce the number of confirmatory cerebrospinal fluid (CSF) or positron emission tomography (PET) tests needed while accurately classifying patients. We evaluated a two-step workflow for determining Aβ-PET status in patients with mild cognitive impairment (MCI) from two independent memory clinic-based cohorts (n = 348). A blood-based model including plasma tau protein 217 (p-tau217), age and APOE ε4 status was developed in BioFINDER-1 (area under the curve (AUC) = 89.3%) and validated in BioFINDER-2 (AUC = 94.3%). In step 1, the blood-based model was used to stratify the patients into low, intermediate or high risk of Aβ-PET positivity. In step 2, we assumed referral only of intermediate-risk patients to CSF Aβ42/Aβ40 testing, whereas step 1 alone determined Aβ-status for low- and high-risk groups. Depending on whether lenient, moderate or stringent thresholds were used in step 1, the two-step workflow overall accuracy for detecting Aβ-PET status was 88.2%, 90.5% and 92.0%, respectively, while reducing the number of necessary CSF tests by 85.9%, 72.7% and 61.2%, respectively. In secondary analyses, an adapted version of the BioFINDER-1 model led to successful validation of the two-step workflow with a different plasma p-tau217 immunoassay in patients with cognitive impairment from the TRIAD cohort (n = 84). In conclusion, using a plasma p-tau217-based model for risk stratification of patients with MCI can substantially reduce the need for confirmatory testing while accurately classifying patients, offering a cost-effective strategy to detect AD in memory clinic settings. Nature Publishing Group US 2023-08-31 2023 /pmc/articles/PMC10501903/ /pubmed/37653254 http://dx.doi.org/10.1038/s43587-023-00471-5 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Letter Brum, Wagner S. Cullen, Nicholas C. Janelidze, Shorena Ashton, Nicholas J. Zimmer, Eduardo R. Therriault, Joseph Benedet, Andrea L. Rahmouni, Nesrine Tissot, Cécile Stevenson, Jenna Servaes, Stijn Triana-Baltzer, Gallen Kolb, Hartmuth C. Palmqvist, Sebastian Stomrud, Erik Rosa-Neto, Pedro Blennow, Kaj Hansson, Oskar A two-step workflow based on plasma p-tau217 to screen for amyloid β positivity with further confirmatory testing only in uncertain cases |
title | A two-step workflow based on plasma p-tau217 to screen for amyloid β positivity with further confirmatory testing only in uncertain cases |
title_full | A two-step workflow based on plasma p-tau217 to screen for amyloid β positivity with further confirmatory testing only in uncertain cases |
title_fullStr | A two-step workflow based on plasma p-tau217 to screen for amyloid β positivity with further confirmatory testing only in uncertain cases |
title_full_unstemmed | A two-step workflow based on plasma p-tau217 to screen for amyloid β positivity with further confirmatory testing only in uncertain cases |
title_short | A two-step workflow based on plasma p-tau217 to screen for amyloid β positivity with further confirmatory testing only in uncertain cases |
title_sort | two-step workflow based on plasma p-tau217 to screen for amyloid β positivity with further confirmatory testing only in uncertain cases |
topic | Letter |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10501903/ https://www.ncbi.nlm.nih.gov/pubmed/37653254 http://dx.doi.org/10.1038/s43587-023-00471-5 |
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