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Abstract
This study investigates the prevalence and effects of human functional variants in livestock species. Researchers found that orthologues of over 1.6 million human variants are present in domesticated mammals, including hundreds linked to human traits and diseases. Machine learning models successfully identified human variants with livestock orthologues, demonstrating that the effects of these variants are frequently conserved across species. This highlights the potential of naturally occurring livestock models for studying human genetic variants.
Publisher
Communications Biology
Published On
Sep 21, 2022
Authors
Rongrong Zhao, Andrea Talenti, Lingzhao Fang, Shuli Liu, George Liu, Neil P. Chue Hong, Albert Tenesa, Musa Hassan, James G. D. Prendergast
Tags
functional variants
livestock
human traits
machine learning
genetic variants
domesticated mammals
orthologues
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