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Polygenic risk and pleiotropy in neurodegenerative diseases
In this paper we explore the phenomenon of pleiotropy in neurodegenerative diseases, focusing on Alzheimer's disease (AD). We summarize the various techniques developed to investigate pleiotropy among traits, elaborating in the polygenic risk scores (PRS) analysis. PRS was designed to assess a...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Academic Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7378564/ https://www.ncbi.nlm.nih.gov/pubmed/32445791 http://dx.doi.org/10.1016/j.nbd.2020.104953 |
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author | Bellou, Eftychia Stevenson-Hoare, Joshua Escott-Price, Valentina |
author_facet | Bellou, Eftychia Stevenson-Hoare, Joshua Escott-Price, Valentina |
author_sort | Bellou, Eftychia |
collection | PubMed |
description | In this paper we explore the phenomenon of pleiotropy in neurodegenerative diseases, focusing on Alzheimer's disease (AD). We summarize the various techniques developed to investigate pleiotropy among traits, elaborating in the polygenic risk scores (PRS) analysis. PRS was designed to assess a cumulative effect of a large number of SNPs for association with a disease and, later for disease risk prediction. Since genetic predictions rely on heritability, we discuss SNP-based heritability from genome-wide association studies and its contribution to the prediction accuracy of PRS. We review work examining pleiotropy in neurodegenerative diseases and related phenotypes and biomarkers. We conclude that the exploitation of pleiotropy may aid in the identification of novel genes and provide further insights in the disease mechanisms, and along with PRS analysis, may be advantageous for precision medicine. |
format | Online Article Text |
id | pubmed-7378564 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Academic Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-73785642020-08-01 Polygenic risk and pleiotropy in neurodegenerative diseases Bellou, Eftychia Stevenson-Hoare, Joshua Escott-Price, Valentina Neurobiol Dis Article In this paper we explore the phenomenon of pleiotropy in neurodegenerative diseases, focusing on Alzheimer's disease (AD). We summarize the various techniques developed to investigate pleiotropy among traits, elaborating in the polygenic risk scores (PRS) analysis. PRS was designed to assess a cumulative effect of a large number of SNPs for association with a disease and, later for disease risk prediction. Since genetic predictions rely on heritability, we discuss SNP-based heritability from genome-wide association studies and its contribution to the prediction accuracy of PRS. We review work examining pleiotropy in neurodegenerative diseases and related phenotypes and biomarkers. We conclude that the exploitation of pleiotropy may aid in the identification of novel genes and provide further insights in the disease mechanisms, and along with PRS analysis, may be advantageous for precision medicine. Academic Press 2020-08 /pmc/articles/PMC7378564/ /pubmed/32445791 http://dx.doi.org/10.1016/j.nbd.2020.104953 Text en © 2020 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Bellou, Eftychia Stevenson-Hoare, Joshua Escott-Price, Valentina Polygenic risk and pleiotropy in neurodegenerative diseases |
title | Polygenic risk and pleiotropy in neurodegenerative diseases |
title_full | Polygenic risk and pleiotropy in neurodegenerative diseases |
title_fullStr | Polygenic risk and pleiotropy in neurodegenerative diseases |
title_full_unstemmed | Polygenic risk and pleiotropy in neurodegenerative diseases |
title_short | Polygenic risk and pleiotropy in neurodegenerative diseases |
title_sort | polygenic risk and pleiotropy in neurodegenerative diseases |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7378564/ https://www.ncbi.nlm.nih.gov/pubmed/32445791 http://dx.doi.org/10.1016/j.nbd.2020.104953 |
work_keys_str_mv | AT belloueftychia polygenicriskandpleiotropyinneurodegenerativediseases AT stevensonhoarejoshua polygenicriskandpleiotropyinneurodegenerativediseases AT escottpricevalentina polygenicriskandpleiotropyinneurodegenerativediseases |