Emerging Methods and Resources for Biological Interrogation of Neuropsychiatric Polygenic Signal.
Functional genomics
Gene-set analysis
Genome-wide association study
Pathway analysis
Polygenicity
molQTL
Journal
Biological psychiatry
ISSN: 1873-2402
Titre abrégé: Biol Psychiatry
Pays: United States
ID NLM: 0213264
Informations de publication
Date de publication:
01 01 2021
01 01 2021
Historique:
received:
19
02
2020
revised:
23
04
2020
accepted:
14
05
2020
pubmed:
2
8
2020
medline:
24
4
2021
entrez:
2
8
2020
Statut:
ppublish
Résumé
Most neuropsychiatric disorders are highly polygenic, implicating hundreds to thousands of causal genetic variants that span much of the genome. This widespread polygenicity complicates biological understanding because no single variant can explain disease etiology. A strategy to advance biological insight is to seek convergent functions among the large set of variants and map them to a smaller set of disease-relevant genes and pathways. Accordingly, functional genomic resources that provide data on intermediate molecular phenotypes, such as gene-expression and methylation status, can be leveraged to functionally annotate variants and map them to genes. Such molecular quantitative trait locus mappings can be integrated with genome-wide association studies to make sense of the polygenic signal that underlies complex disease. Other resources that provide data on the 3-dimensional structure of chromatin and functional importance of specific genomic regions can be integrated similarly. In addition, mapped genes can then be tested for convergence in biological function, tissue, cell type, or developmental stage. In this review, we provide an overview of functional genomic resources and methods that can be used to interpret results from genome-wide association studies, and we discuss current challenges for biological understanding and future requirements to overcome them.
Identifiants
pubmed: 32736792
pii: S0006-3223(20)31628-0
doi: 10.1016/j.biopsych.2020.05.022
pii:
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Review
Langues
eng
Sous-ensembles de citation
IM
Pagination
41-53Informations de copyright
Copyright © 2020 Society of Biological Psychiatry. Published by Elsevier Inc. All rights reserved.