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


Journal

Communications biology
ISSN: 2399-3642
Titre abrégé: Commun Biol
Pays: England
ID NLM: 101719179

Informations de publication

Date de publication:
21 09 2022
Historique:
received: 13 04 2022
accepted: 07 09 2022
entrez: 21 9 2022
pubmed: 22 9 2022
medline: 24 9 2022
Statut: epublish

Résumé

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.

Identifiants

pubmed: 36131008
doi: 10.1038/s42003-022-03961-1
pii: 10.1038/s42003-022-03961-1
pmc: PMC9492664
doi:

Banques de données

figshare
['10.6084/m9.figshare.20401851', '10.6084/m9.figshare.20730370']

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

1003

Subventions

Organisme : Biotechnology and Biological Sciences Research Council
ID : BB/W000288/1
Pays : United Kingdom
Organisme : Biotechnology and Biological Sciences Research Council
ID : BBS/E/D/10002070
Pays : United Kingdom

Informations de copyright

© 2022. The Author(s).

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Auteurs

Rongrong Zhao (R)

The Roslin Institute, University of Edinburgh, Easter Bush Campus, Midlothian, EH25 9RG, UK.

Andrea Talenti (A)

The Roslin Institute, University of Edinburgh, Easter Bush Campus, Midlothian, EH25 9RG, UK.

Lingzhao Fang (L)

The Roslin Institute, University of Edinburgh, Easter Bush Campus, Midlothian, EH25 9RG, UK.

Shuli Liu (S)

Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, Zhejiang, 310024, China.

George Liu (G)

Animal Genomics and Improvement Laboratory, Henry A. Wallace Beltsville Agricultural Research Center, Agricultural Research Service, Agricultural Research Service, USDA, Beltsville, Maryland, 20705, USA.

Neil P Chue Hong (NP)

EPCC, Bayes Centre, 47 Potterrow, Edinburgh, EH8 9BT, UK.

Albert Tenesa (A)

The Roslin Institute, University of Edinburgh, Easter Bush Campus, Midlothian, EH25 9RG, UK.

Musa Hassan (M)

The Roslin Institute, University of Edinburgh, Easter Bush Campus, Midlothian, EH25 9RG, UK.

James G D Prendergast (JGD)

The Roslin Institute, University of Edinburgh, Easter Bush Campus, Midlothian, EH25 9RG, UK. james.prendergast@roslin.ed.ac.uk.

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Classifications MeSH