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Polygenic risk and pleiotropy in neurodegenerative diseases

期刊

NEUROBIOLOGY OF DISEASE
卷 142, 期 -, 页码 -

出版社

ACADEMIC PRESS INC ELSEVIER SCIENCE
DOI: 10.1016/j.nbd.2020.104953

关键词

Polygenic risk score; Pleiotropy; Heritability; Neurodegenerative disease

资金

  1. Welsh Government
  2. Innovate UK
  3. MRC Centre for Neuropsychiatric Genetics and Genomics [MR/L010305/1]
  4. UK Dementia Research Institute [UKDRI-3003]
  5. MRC [MR/L023784/2, UKDRI-3003, MR/T04604X/1] Funding Source: UKRI

向作者/读者索取更多资源

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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