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Sex-Specific Multiparameter Blood Test for the Early Diagnosis of Alzheimer’s Disease

Blood-based biomarkers are needed for the early diagnosis of Alzheimer’s disease (AD). We analyzed longitudinal human plasma samples from AD and control cases to identify biomarkers for the early diagnosis of AD. Plasma samples were grouped based on clinical diagnosis at the time of collection: AD,...

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Autores principales: Cho, Hyung Joon, Schulz, Philip, Venkataraman, Lalitha, Caselli, Richard J., Sierks, Michael R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9779188/
https://www.ncbi.nlm.nih.gov/pubmed/36555310
http://dx.doi.org/10.3390/ijms232415670
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author Cho, Hyung Joon
Schulz, Philip
Venkataraman, Lalitha
Caselli, Richard J.
Sierks, Michael R.
author_facet Cho, Hyung Joon
Schulz, Philip
Venkataraman, Lalitha
Caselli, Richard J.
Sierks, Michael R.
author_sort Cho, Hyung Joon
collection PubMed
description Blood-based biomarkers are needed for the early diagnosis of Alzheimer’s disease (AD). We analyzed longitudinal human plasma samples from AD and control cases to identify biomarkers for the early diagnosis of AD. Plasma samples were grouped based on clinical diagnosis at the time of collection: AD, mild cognitive impairment (MCI), and pre-symptomatic (preMCI). Samples were analyzed by ELISA using a panel of reagents against nine different AD-related amyloid-β (Aβ), tau, or TDP-43 variants. Receiver operating characteristic (ROC) curves of different biomarker panels for different diagnostic sample groups were determined. Analysis of all of the samples gave a sensitivity of 92% and specificity of 76% for the diagnosis of AD. Early-stage diagnosis of AD, utilizing only the preMCI and MCI samples, identified 88% of AD cases. Using sex-biased biomarker panels, early diagnosis of AD cases improved to 96%. Using the sex-biased panels, we also identified 6 of the 25 control group cases as being at high risk of AD, which is consistent with what is expected given the advanced age of the control cases. Specific AD-associated protein variants are effective blood-based biomarkers for the early diagnosis of AD. Notably, significant differences were observed in biomarker profiles for the early detection of male and female AD cases.
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spelling pubmed-97791882022-12-23 Sex-Specific Multiparameter Blood Test for the Early Diagnosis of Alzheimer’s Disease Cho, Hyung Joon Schulz, Philip Venkataraman, Lalitha Caselli, Richard J. Sierks, Michael R. Int J Mol Sci Article Blood-based biomarkers are needed for the early diagnosis of Alzheimer’s disease (AD). We analyzed longitudinal human plasma samples from AD and control cases to identify biomarkers for the early diagnosis of AD. Plasma samples were grouped based on clinical diagnosis at the time of collection: AD, mild cognitive impairment (MCI), and pre-symptomatic (preMCI). Samples were analyzed by ELISA using a panel of reagents against nine different AD-related amyloid-β (Aβ), tau, or TDP-43 variants. Receiver operating characteristic (ROC) curves of different biomarker panels for different diagnostic sample groups were determined. Analysis of all of the samples gave a sensitivity of 92% and specificity of 76% for the diagnosis of AD. Early-stage diagnosis of AD, utilizing only the preMCI and MCI samples, identified 88% of AD cases. Using sex-biased biomarker panels, early diagnosis of AD cases improved to 96%. Using the sex-biased panels, we also identified 6 of the 25 control group cases as being at high risk of AD, which is consistent with what is expected given the advanced age of the control cases. Specific AD-associated protein variants are effective blood-based biomarkers for the early diagnosis of AD. Notably, significant differences were observed in biomarker profiles for the early detection of male and female AD cases. MDPI 2022-12-10 /pmc/articles/PMC9779188/ /pubmed/36555310 http://dx.doi.org/10.3390/ijms232415670 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Cho, Hyung Joon
Schulz, Philip
Venkataraman, Lalitha
Caselli, Richard J.
Sierks, Michael R.
Sex-Specific Multiparameter Blood Test for the Early Diagnosis of Alzheimer’s Disease
title Sex-Specific Multiparameter Blood Test for the Early Diagnosis of Alzheimer’s Disease
title_full Sex-Specific Multiparameter Blood Test for the Early Diagnosis of Alzheimer’s Disease
title_fullStr Sex-Specific Multiparameter Blood Test for the Early Diagnosis of Alzheimer’s Disease
title_full_unstemmed Sex-Specific Multiparameter Blood Test for the Early Diagnosis of Alzheimer’s Disease
title_short Sex-Specific Multiparameter Blood Test for the Early Diagnosis of Alzheimer’s Disease
title_sort sex-specific multiparameter blood test for the early diagnosis of alzheimer’s disease
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9779188/
https://www.ncbi.nlm.nih.gov/pubmed/36555310
http://dx.doi.org/10.3390/ijms232415670
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