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The conservation of human functional variants and their effects across livestock species

Despite the clear potential of livestock models of human functional variants to provide important insights into the biological mechanisms driving human diseases and traits, their use to date has been limited. Generating such models via genome editing is costly and time consuming, and it is unclear w...

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Autores principales: Zhao, Rongrong, Talenti, Andrea, Fang, Lingzhao, Liu, Shuli, Liu, George, Chue Hong, Neil P., Tenesa, Albert, Hassan, Musa, Prendergast, James G. D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9492664/
https://www.ncbi.nlm.nih.gov/pubmed/36131008
http://dx.doi.org/10.1038/s42003-022-03961-1
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author Zhao, Rongrong
Talenti, Andrea
Fang, Lingzhao
Liu, Shuli
Liu, George
Chue Hong, Neil P.
Tenesa, Albert
Hassan, Musa
Prendergast, James G. D.
author_facet Zhao, Rongrong
Talenti, Andrea
Fang, Lingzhao
Liu, Shuli
Liu, George
Chue Hong, Neil P.
Tenesa, Albert
Hassan, Musa
Prendergast, James G. D.
author_sort Zhao, Rongrong
collection PubMed
description Despite the clear potential of livestock models of human functional variants to provide important insights into the biological mechanisms driving human diseases and traits, their use to date has been limited. Generating such models via genome editing is costly and time consuming, and it is unclear which variants will have conserved effects across species. In this study we address these issues by studying naturally occurring livestock models of human functional variants. We show that orthologues of over 1.6 million human variants are already segregating in domesticated mammalian species, including several hundred previously directly linked to human traits and diseases. Models of variants linked to particular phenotypes, including metabolomic disorders and height, are preferentially shared across species, meaning studying the genetic basis of these phenotypes is particularly tractable in livestock. Using machine learning we demonstrate it is possible to identify human variants that are more likely to have an existing livestock orthologue, and, importantly, we show that the effects of functional variants are often conserved in livestock, acting on orthologous genes with the same direction of effect. Consequently, this work demonstrates the substantial potential of naturally occurring livestock carriers of orthologues of human functional variants to disentangle their functional impacts.
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spelling pubmed-94926642022-09-23 The conservation of human functional variants and their effects across livestock species Zhao, Rongrong Talenti, Andrea Fang, Lingzhao Liu, Shuli Liu, George Chue Hong, Neil P. Tenesa, Albert Hassan, Musa Prendergast, James G. D. Commun Biol Article Despite the clear potential of livestock models of human functional variants to provide important insights into the biological mechanisms driving human diseases and traits, their use to date has been limited. Generating such models via genome editing is costly and time consuming, and it is unclear which variants will have conserved effects across species. In this study we address these issues by studying naturally occurring livestock models of human functional variants. We show that orthologues of over 1.6 million human variants are already segregating in domesticated mammalian species, including several hundred previously directly linked to human traits and diseases. Models of variants linked to particular phenotypes, including metabolomic disorders and height, are preferentially shared across species, meaning studying the genetic basis of these phenotypes is particularly tractable in livestock. Using machine learning we demonstrate it is possible to identify human variants that are more likely to have an existing livestock orthologue, and, importantly, we show that the effects of functional variants are often conserved in livestock, acting on orthologous genes with the same direction of effect. Consequently, this work demonstrates the substantial potential of naturally occurring livestock carriers of orthologues of human functional variants to disentangle their functional impacts. Nature Publishing Group UK 2022-09-21 /pmc/articles/PMC9492664/ /pubmed/36131008 http://dx.doi.org/10.1038/s42003-022-03961-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Zhao, Rongrong
Talenti, Andrea
Fang, Lingzhao
Liu, Shuli
Liu, George
Chue Hong, Neil P.
Tenesa, Albert
Hassan, Musa
Prendergast, James G. D.
The conservation of human functional variants and their effects across livestock species
title The conservation of human functional variants and their effects across livestock species
title_full The conservation of human functional variants and their effects across livestock species
title_fullStr The conservation of human functional variants and their effects across livestock species
title_full_unstemmed The conservation of human functional variants and their effects across livestock species
title_short The conservation of human functional variants and their effects across livestock species
title_sort conservation of human functional variants and their effects across livestock species
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9492664/
https://www.ncbi.nlm.nih.gov/pubmed/36131008
http://dx.doi.org/10.1038/s42003-022-03961-1
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