1. Copy number variation underlies complex phenotypes in domestic dog breeds and other canids
- Author
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Brian W. Davis, Aitor Serres-Armero, Elaine A. Ostrander, Tomas Marques-Bonet, Inna S. Povolotskaya, Carlos Morcillo-Suarez, David Juan, Jocelyn Plassais, National Human Genome Research Institute (US), European Research Council, Ministerio de Ciencia, Innovación y Universidades (España), Agencia Estatal de Investigación (España), European Commission, Howard Hughes Medical Institute, Fundación 'la Caixa', and Generalitat de Catalunya
- Subjects
DNA Copy Number Variations ,Genome-wide association study ,Biology ,Genome ,Polymorphism, Single Nucleotide ,Structural variation ,03 medical and health sciences ,0302 clinical medicine ,Dogs ,Genetics ,Animals ,Copy-number variation ,Gene ,Genetics (clinical) ,030304 developmental biology ,2. Zero hunger ,0303 health sciences ,Genome assembly ,Transcriptome assembly ,Copy number variation ,Research ,Genomics ,Phenotype ,Rangifer tarandus ,Variation (linguistics) ,Evolutionary biology ,Trait ,030217 neurology & neurosurgery ,Genome-Wide Association Study ,Genome annotation - Abstract
Extreme phenotypic diversity, a history of artificial selection, and socioeconomic value make domestic dog breeds a compelling subject for genomic research. Copy number variation (CNV) is known to account for a significant part of inter-individual genomic diversity in other systems. However, a comprehensive genome-wide study of structural variation as it relates to breed-specific phenotypes is lacking. We have generated whole genome CNV maps for more than 300 canids. Our data set extends the canine structural variation landscape to more than 100 dog breeds, including novel variants that cannot be assessed using microarray technologies. We have taken advantage of this data set to perform the first CNV-based genome-wide association study (GWAS) in canids. We identify 96 loci that display copy number differences across breeds, which are statistically associated with a previously compiled set of breed-specific morphometrics and disease susceptibilities. Among these, we highlight the discovery of a long-range interaction involving a CNV near MED13L and TBX3, which could influence breed standard height. Integration of the CNVs with chromatin interactions, long noncoding RNA expression, and single nucleotide variation highlights a subset of specific loci and genes with potential functional relevance and the prospect to explain trait variation between dog breeds., J.P. and E.A.O. were funded by the Intramural Program of the National Human Genome Research Institute of the National Institutes of Health. T.M.-B. was funded by European Research Council ERC-CON-2019-864203, BFU2017-86471-P (MINECO/FEDER, UE), “Unidad de Excelencia María de Maeztu,”funded by the Agencia Estatal de Investigación (CEX2018-000792-M), Howard Hughes International Early Career, Obra Social “La Caixa”and Secretaria d’Universitats i Recerca and CERCA Programme del Departament d’Economia i Coneixement de la Generalitat de Catalunya (GRC 2017 SGR 880)., With funding from the Spanish government through the "Severo Ochoa Centre of Excellence" accreditation (CEX2018-000792-M).
- Published
- 2021