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Open problems in human trait genetics

Genetic studies of human traits have revolutionized our understanding of the variation between individuals, and yet, the genetics of most traits is still poorly understood. In this review, we highlight the major open problems that need to be solved, and by discussing these challenges provide a prime...

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Detalles Bibliográficos
Autores principales: Brandes, Nadav, Weissbrod, Omer, Linial, Michal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9208223/
https://www.ncbi.nlm.nih.gov/pubmed/35725481
http://dx.doi.org/10.1186/s13059-022-02697-9
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author Brandes, Nadav
Weissbrod, Omer
Linial, Michal
author_facet Brandes, Nadav
Weissbrod, Omer
Linial, Michal
author_sort Brandes, Nadav
collection PubMed
description Genetic studies of human traits have revolutionized our understanding of the variation between individuals, and yet, the genetics of most traits is still poorly understood. In this review, we highlight the major open problems that need to be solved, and by discussing these challenges provide a primer to the field. We cover general issues such as population structure, epistasis and gene-environment interactions, data-related issues such as ancestry diversity and rare genetic variants, and specific challenges related to heritability estimates, genetic association studies, and polygenic risk scores. We emphasize the interconnectedness of these problems and suggest promising avenues to address them. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-022-02697-9.
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spelling pubmed-92082232022-06-21 Open problems in human trait genetics Brandes, Nadav Weissbrod, Omer Linial, Michal Genome Biol Review Genetic studies of human traits have revolutionized our understanding of the variation between individuals, and yet, the genetics of most traits is still poorly understood. In this review, we highlight the major open problems that need to be solved, and by discussing these challenges provide a primer to the field. We cover general issues such as population structure, epistasis and gene-environment interactions, data-related issues such as ancestry diversity and rare genetic variants, and specific challenges related to heritability estimates, genetic association studies, and polygenic risk scores. We emphasize the interconnectedness of these problems and suggest promising avenues to address them. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-022-02697-9. BioMed Central 2022-06-20 /pmc/articles/PMC9208223/ /pubmed/35725481 http://dx.doi.org/10.1186/s13059-022-02697-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Review
Brandes, Nadav
Weissbrod, Omer
Linial, Michal
Open problems in human trait genetics
title Open problems in human trait genetics
title_full Open problems in human trait genetics
title_fullStr Open problems in human trait genetics
title_full_unstemmed Open problems in human trait genetics
title_short Open problems in human trait genetics
title_sort open problems in human trait genetics
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9208223/
https://www.ncbi.nlm.nih.gov/pubmed/35725481
http://dx.doi.org/10.1186/s13059-022-02697-9
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