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Bridging the Gap between Statistical and Biological Epistasis in Alzheimer's Disease
Alzheimer's disease affects millions of people worldwide and incidence is expected to rise as the population ages, but no effective therapies exist despite decades of research and more than 20 known disease markers. Research has shown that Alzheimer's disease's missing heritability re...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4449899/ https://www.ncbi.nlm.nih.gov/pubmed/26075270 http://dx.doi.org/10.1155/2015/870123 |
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author | Ebbert, Mark T. W. Ridge, Perry G. Kauwe, John S. K. |
author_facet | Ebbert, Mark T. W. Ridge, Perry G. Kauwe, John S. K. |
author_sort | Ebbert, Mark T. W. |
collection | PubMed |
description | Alzheimer's disease affects millions of people worldwide and incidence is expected to rise as the population ages, but no effective therapies exist despite decades of research and more than 20 known disease markers. Research has shown that Alzheimer's disease's missing heritability remains extensive with an estimated 25% of phenotypic variance unexplained by known variants. The missing heritability may be explained by missing variants or by epistasis. Researchers often focus on individual loci rather than epistatic interactions, which is likely an oversimplification of the underlying biology since most phenotypes are affected by multiple genes. Focusing research efforts on epistasis will be critical to resolving Alzheimer's disease etiology, and a major key to identifying and properly interpreting key epistatic interactions will be bridging the gap between statistical and biological epistasis. This review covers the current state of epistasis research in Alzheimer's disease and how researchers can bridge the gap between statistical and biological epistasis to help resolve Alzheimer's disease etiology. |
format | Online Article Text |
id | pubmed-4449899 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-44498992015-06-14 Bridging the Gap between Statistical and Biological Epistasis in Alzheimer's Disease Ebbert, Mark T. W. Ridge, Perry G. Kauwe, John S. K. Biomed Res Int Review Article Alzheimer's disease affects millions of people worldwide and incidence is expected to rise as the population ages, but no effective therapies exist despite decades of research and more than 20 known disease markers. Research has shown that Alzheimer's disease's missing heritability remains extensive with an estimated 25% of phenotypic variance unexplained by known variants. The missing heritability may be explained by missing variants or by epistasis. Researchers often focus on individual loci rather than epistatic interactions, which is likely an oversimplification of the underlying biology since most phenotypes are affected by multiple genes. Focusing research efforts on epistasis will be critical to resolving Alzheimer's disease etiology, and a major key to identifying and properly interpreting key epistatic interactions will be bridging the gap between statistical and biological epistasis. This review covers the current state of epistasis research in Alzheimer's disease and how researchers can bridge the gap between statistical and biological epistasis to help resolve Alzheimer's disease etiology. Hindawi Publishing Corporation 2015 2015-05-17 /pmc/articles/PMC4449899/ /pubmed/26075270 http://dx.doi.org/10.1155/2015/870123 Text en Copyright © 2015 Mark T. W. Ebbert et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Review Article Ebbert, Mark T. W. Ridge, Perry G. Kauwe, John S. K. Bridging the Gap between Statistical and Biological Epistasis in Alzheimer's Disease |
title | Bridging the Gap between Statistical and Biological Epistasis in Alzheimer's Disease |
title_full | Bridging the Gap between Statistical and Biological Epistasis in Alzheimer's Disease |
title_fullStr | Bridging the Gap between Statistical and Biological Epistasis in Alzheimer's Disease |
title_full_unstemmed | Bridging the Gap between Statistical and Biological Epistasis in Alzheimer's Disease |
title_short | Bridging the Gap between Statistical and Biological Epistasis in Alzheimer's Disease |
title_sort | bridging the gap between statistical and biological epistasis in alzheimer's disease |
topic | Review Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4449899/ https://www.ncbi.nlm.nih.gov/pubmed/26075270 http://dx.doi.org/10.1155/2015/870123 |
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