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Functional interpretation of non-coding sequence variation: Concepts and challenges

Understanding the functional mechanisms underlying genetic signals associated with complex traits and common diseases, such as cancer, diabetes and Alzheimer's disease, is a formidable challenge. Many genetic signals discovered through genome-wide association studies map to non-protein coding s...

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Detalles Bibliográficos
Autores principales: Paul, Dirk S, Soranzo, Nicole, Beck, Stephan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: WILEY Periodicals, Inc. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3992842/
https://www.ncbi.nlm.nih.gov/pubmed/24311363
http://dx.doi.org/10.1002/bies.201300126
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author Paul, Dirk S
Soranzo, Nicole
Beck, Stephan
author_facet Paul, Dirk S
Soranzo, Nicole
Beck, Stephan
author_sort Paul, Dirk S
collection PubMed
description Understanding the functional mechanisms underlying genetic signals associated with complex traits and common diseases, such as cancer, diabetes and Alzheimer's disease, is a formidable challenge. Many genetic signals discovered through genome-wide association studies map to non-protein coding sequences, where their molecular consequences are difficult to evaluate. This article summarizes concepts for the systematic interpretation of non-coding genetic signals using genome annotation data sets in different cellular systems. We outline strategies for the global analysis of multiple association intervals and the in-depth molecular investigation of individual intervals. We highlight experimental techniques to validate candidate (potential causal) regulatory variants, with a focus on novel genome-editing techniques including CRISPR/Cas9. These approaches are also applicable to low-frequency and rare variants, which have become increasingly important in genomic studies of complex traits and diseases. There is a pressing need to translate genetic signals into biological mechanisms, leading to prognostic, diagnostic and therapeutic advances.
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spelling pubmed-39928422014-04-22 Functional interpretation of non-coding sequence variation: Concepts and challenges Paul, Dirk S Soranzo, Nicole Beck, Stephan Bioessays Prospects & Overviews Understanding the functional mechanisms underlying genetic signals associated with complex traits and common diseases, such as cancer, diabetes and Alzheimer's disease, is a formidable challenge. Many genetic signals discovered through genome-wide association studies map to non-protein coding sequences, where their molecular consequences are difficult to evaluate. This article summarizes concepts for the systematic interpretation of non-coding genetic signals using genome annotation data sets in different cellular systems. We outline strategies for the global analysis of multiple association intervals and the in-depth molecular investigation of individual intervals. We highlight experimental techniques to validate candidate (potential causal) regulatory variants, with a focus on novel genome-editing techniques including CRISPR/Cas9. These approaches are also applicable to low-frequency and rare variants, which have become increasingly important in genomic studies of complex traits and diseases. There is a pressing need to translate genetic signals into biological mechanisms, leading to prognostic, diagnostic and therapeutic advances. WILEY Periodicals, Inc. 2014-02 2013-12-05 /pmc/articles/PMC3992842/ /pubmed/24311363 http://dx.doi.org/10.1002/bies.201300126 Text en © 2014 The Authors. Bioessays published by WILEY Periodicals, Inc. http://creativecommons.org/licenses/by/3.0/ This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Prospects & Overviews
Paul, Dirk S
Soranzo, Nicole
Beck, Stephan
Functional interpretation of non-coding sequence variation: Concepts and challenges
title Functional interpretation of non-coding sequence variation: Concepts and challenges
title_full Functional interpretation of non-coding sequence variation: Concepts and challenges
title_fullStr Functional interpretation of non-coding sequence variation: Concepts and challenges
title_full_unstemmed Functional interpretation of non-coding sequence variation: Concepts and challenges
title_short Functional interpretation of non-coding sequence variation: Concepts and challenges
title_sort functional interpretation of non-coding sequence variation: concepts and challenges
topic Prospects & Overviews
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3992842/
https://www.ncbi.nlm.nih.gov/pubmed/24311363
http://dx.doi.org/10.1002/bies.201300126
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