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A blood screening test for Alzheimer's disease
INTRODUCTION: This study combined data across four independent cohorts to examine the positive and negative predictive values of an Alzheimer's disease (AD) blood test if implemented in primary care. METHODS: Blood samples from 1329 subjects from multiple independent, multiethnic, community-bas...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4941038/ https://www.ncbi.nlm.nih.gov/pubmed/27453929 http://dx.doi.org/10.1016/j.dadm.2016.06.004 |
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author | O'Bryant, Sid E. Edwards, Melissa Johnson, Leigh Hall, James Villarreal, Alcibiades E. Britton, Gabrielle B. Quiceno, Mary Cullum, C. Munro Graff-Radford, Neill R. |
author_facet | O'Bryant, Sid E. Edwards, Melissa Johnson, Leigh Hall, James Villarreal, Alcibiades E. Britton, Gabrielle B. Quiceno, Mary Cullum, C. Munro Graff-Radford, Neill R. |
author_sort | O'Bryant, Sid E. |
collection | PubMed |
description | INTRODUCTION: This study combined data across four independent cohorts to examine the positive and negative predictive values of an Alzheimer's disease (AD) blood test if implemented in primary care. METHODS: Blood samples from 1329 subjects from multiple independent, multiethnic, community-based, and clinic-based cohorts were analyzed. A “locked-down” referent group of 1128 samples was generated with 201 samples randomly selected for validation purposes. Random forest analyses were used to create the AD blood screen. Positive (PPV) and negative (NPV) predictive values were calculated. RESULTS: In detecting AD, PPV was 0.81, and NPV was 0.95 while using the full AD blood test. When detecting mild cognitive impairment, PPV and NPV were 0.74 and 0.93, respectively. Preliminary analyses were conducted to detect any “neurodegenerative disease”. The full 21-protein AD blood test yielded a PPV of 0.85 and NPV of 0.94. DISCUSSION: The present study creates the first-ever multiethnic referent sample that spans community-based and clinic-based populations for implementation of an AD blood screen. |
format | Online Article Text |
id | pubmed-4941038 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-49410382016-07-22 A blood screening test for Alzheimer's disease O'Bryant, Sid E. Edwards, Melissa Johnson, Leigh Hall, James Villarreal, Alcibiades E. Britton, Gabrielle B. Quiceno, Mary Cullum, C. Munro Graff-Radford, Neill R. Alzheimers Dement (Amst) Blood-Based Biomarkers INTRODUCTION: This study combined data across four independent cohorts to examine the positive and negative predictive values of an Alzheimer's disease (AD) blood test if implemented in primary care. METHODS: Blood samples from 1329 subjects from multiple independent, multiethnic, community-based, and clinic-based cohorts were analyzed. A “locked-down” referent group of 1128 samples was generated with 201 samples randomly selected for validation purposes. Random forest analyses were used to create the AD blood screen. Positive (PPV) and negative (NPV) predictive values were calculated. RESULTS: In detecting AD, PPV was 0.81, and NPV was 0.95 while using the full AD blood test. When detecting mild cognitive impairment, PPV and NPV were 0.74 and 0.93, respectively. Preliminary analyses were conducted to detect any “neurodegenerative disease”. The full 21-protein AD blood test yielded a PPV of 0.85 and NPV of 0.94. DISCUSSION: The present study creates the first-ever multiethnic referent sample that spans community-based and clinic-based populations for implementation of an AD blood screen. Elsevier 2016-06-25 /pmc/articles/PMC4941038/ /pubmed/27453929 http://dx.doi.org/10.1016/j.dadm.2016.06.004 Text en © 2016 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Blood-Based Biomarkers O'Bryant, Sid E. Edwards, Melissa Johnson, Leigh Hall, James Villarreal, Alcibiades E. Britton, Gabrielle B. Quiceno, Mary Cullum, C. Munro Graff-Radford, Neill R. A blood screening test for Alzheimer's disease |
title | A blood screening test for Alzheimer's disease |
title_full | A blood screening test for Alzheimer's disease |
title_fullStr | A blood screening test for Alzheimer's disease |
title_full_unstemmed | A blood screening test for Alzheimer's disease |
title_short | A blood screening test for Alzheimer's disease |
title_sort | blood screening test for alzheimer's disease |
topic | Blood-Based Biomarkers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4941038/ https://www.ncbi.nlm.nih.gov/pubmed/27453929 http://dx.doi.org/10.1016/j.dadm.2016.06.004 |
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