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Polygenic Risk Score Analysis of Alzheimer’s Disease in Cases without APOE4 or APOE2 Alleles
The We and others have previously shown that polygenic risk score analysis (PRS) has considerable predictive utility for identifying those at high risk of developing Alzheimer’s disease (AD) with an area under the curve (AUC) of >0.8. However, by far the greatest determinant of this risk is the a...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6399990/ https://www.ncbi.nlm.nih.gov/pubmed/30569081 http://dx.doi.org/10.14283/jpad.2018.46 |
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author | Escott-Price, V. Myers, A. Huentelman, M. Shoai, M. Hardy, John |
author_facet | Escott-Price, V. Myers, A. Huentelman, M. Shoai, M. Hardy, John |
author_sort | Escott-Price, V. |
collection | PubMed |
description | The We and others have previously shown that polygenic risk score analysis (PRS) has considerable predictive utility for identifying those at high risk of developing Alzheimer’s disease (AD) with an area under the curve (AUC) of >0.8. However, by far the greatest determinant of this risk is the apolipoprotein E locus with the E4 allele alone giving an AUC of ∼0.68 and the inclusion of the protective E2 allele increasing this to ∼0.69 in a clinical cohort. An important question is to determine how good PRS is at predicting risk in those who do not carry the E4 allele (E3 homozygotes, E3E2 and E2E2) and in those who carry neither the E4 or E2 allele (i.e. E3 homozygotes). Previous studies have shown that PRS remains a significant predictor of AD risk in clinical cohorts after controlling for APOE ε4 carrier status. In this study we assess the accuracy of PRS prediction in a cohort of pathologically confirmed AD cases and controls. The exclusion of APOE4 carriers has surprisingly little effect on the PRS prediction accuracy (AUC ∼0.83 [95% CI: 0.80-0.86]), and the accuracy remained higher than that in clinical cohorts with APOE included as a predictor. From a practical perspective this suggests that PRS analysis will have predictive utility even in E4 negative individuals and may be useful in clinical trial design. |
format | Online Article Text |
id | pubmed-6399990 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-63999902019-03-12 Polygenic Risk Score Analysis of Alzheimer’s Disease in Cases without APOE4 or APOE2 Alleles Escott-Price, V. Myers, A. Huentelman, M. Shoai, M. Hardy, John J Prev Alzheimers Dis Original Research The We and others have previously shown that polygenic risk score analysis (PRS) has considerable predictive utility for identifying those at high risk of developing Alzheimer’s disease (AD) with an area under the curve (AUC) of >0.8. However, by far the greatest determinant of this risk is the apolipoprotein E locus with the E4 allele alone giving an AUC of ∼0.68 and the inclusion of the protective E2 allele increasing this to ∼0.69 in a clinical cohort. An important question is to determine how good PRS is at predicting risk in those who do not carry the E4 allele (E3 homozygotes, E3E2 and E2E2) and in those who carry neither the E4 or E2 allele (i.e. E3 homozygotes). Previous studies have shown that PRS remains a significant predictor of AD risk in clinical cohorts after controlling for APOE ε4 carrier status. In this study we assess the accuracy of PRS prediction in a cohort of pathologically confirmed AD cases and controls. The exclusion of APOE4 carriers has surprisingly little effect on the PRS prediction accuracy (AUC ∼0.83 [95% CI: 0.80-0.86]), and the accuracy remained higher than that in clinical cohorts with APOE included as a predictor. From a practical perspective this suggests that PRS analysis will have predictive utility even in E4 negative individuals and may be useful in clinical trial design. Springer International Publishing 2018-12-14 2019 /pmc/articles/PMC6399990/ /pubmed/30569081 http://dx.doi.org/10.14283/jpad.2018.46 Text en © The Author(s) 2018 Open Access: This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits use, duplication, 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. |
spellingShingle | Original Research Escott-Price, V. Myers, A. Huentelman, M. Shoai, M. Hardy, John Polygenic Risk Score Analysis of Alzheimer’s Disease in Cases without APOE4 or APOE2 Alleles |
title | Polygenic Risk Score Analysis of Alzheimer’s Disease in
Cases without APOE4 or APOE2 Alleles |
title_full | Polygenic Risk Score Analysis of Alzheimer’s Disease in
Cases without APOE4 or APOE2 Alleles |
title_fullStr | Polygenic Risk Score Analysis of Alzheimer’s Disease in
Cases without APOE4 or APOE2 Alleles |
title_full_unstemmed | Polygenic Risk Score Analysis of Alzheimer’s Disease in
Cases without APOE4 or APOE2 Alleles |
title_short | Polygenic Risk Score Analysis of Alzheimer’s Disease in
Cases without APOE4 or APOE2 Alleles |
title_sort | polygenic risk score analysis of alzheimer’s disease in
cases without apoe4 or apoe2 alleles |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6399990/ https://www.ncbi.nlm.nih.gov/pubmed/30569081 http://dx.doi.org/10.14283/jpad.2018.46 |
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