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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...

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Autores principales: Bellou, Eftychia, Stevenson-Hoare, Joshua, Escott-Price, Valentina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Academic Press 2020
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.
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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
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