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The composition of milk varies between individuals, with lipid\n composition in particular being highly heritable. Recent reports have\n highlighted a region of bovine chromosome 27 harbouring variants affecting\n milk fat percentage and fatty acid content. We aimed to further\n investigate this locus in two independent cattle populations, consisting\n of a Holstein-Friesian x Jersey crossbreed pedigree of 711 F2 cows, and a\n collection of 32,530 mixed ancestry Bos taurus cows. Bayesian genome-wide\n association mapping using markers imputed from the Illumina BovineHD chip\n revealed a large quantitative trait locus (QTL) for milk fat percentage on\n chromosome 27, present in both populations. We also investigated a range\n of other milk composition phenotypes, and report additional associations\n at this locus for fat yield, protein percentage and yield, lactose\n percentage and yield, milk volume, and the proportions of numerous milk\n fatty acids. We then used mammary RNA sequence data from 212 lactating\n cows to assess the transcript abundance of genes located in the milk fat\n percentage QTL interval. This analysis revealed a strong eQTL for AGPAT6,\n demonstrating that high milk fat percentage genotype is also additively\n associated with increased expression of the AGPAT6 gene. Finally, we used\n whole genome sequence data from six F1 sires to target a panel of novel\n AGPAT6 locus variants for genotyping in the F2 crossbreed population.\n Association analysis of 58 of these variants revealed highly significant\n association for polymorphisms mapping to the 5′UTR exons and intron 1 of\n AGPAT6. Taken together, these data suggest that variants affecting the\n expression of AGPAT6 are causally involved in differential milk fat\n synthesis, with pleiotropic consequences for a diverse range of other milk\n components.","descriptionType":"Abstract"},{"description":"Genotype, phenotype, and\n pedigree primary dataFiles include genotype\n (*_gens.txt \u0026amp; *_map.txt), phenotype (*_phens.txt), and pedigree\n (*_ped.txt) files for the MA, FJX, RNAseq, and qPCR animal subsets.\n Genotype files are space delimited, all other files tab delimited.\n Phenotype files include covariates used for statistical analyses. Animal\n Identifiers are common to each analysis set only.Primary_data.zip","descriptionType":"Other"}],"geoLocations":[],"fundingReferences":[],"xml":"<?xml version="1.0" encoding="UTF-8"?>
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  <titles>
    <title>
      Data from: Expression variants of the lipogenic AGPAT6 gene affect diverse
      milk composition phenotypes in Bos taurus
    </title>
  </titles>
  <publisher publisherIdentifier="https://ror.org/00x6h5n95" publisherIdentifierScheme="ROR" schemeURI="https://ror.org/">Dryad</publisher>
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    <subject subjectScheme="PLOS Subject Area Thesaurus" schemeURI="https://github.com/PLOS/plos-thesaurus">Genetics</subject>
    <subject>milk composition; AGPAT6; genetics; RNA-seq; eQTL; GWAS</subject>
    <subject>Milk composition</subject>
    <subject>Bos taurus</subject>
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  <dates>
    <date dateType="Submitted">2013-11-25T04:05:59Z</date>
    <date dateType="Issued">2014-11-25T00:00:00Z</date>
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      Milk is composed of a complex mixture of lipids, proteins, carbohydrates
      and various vitamins and minerals as a source of nutrition for young
      mammals. The composition of milk varies between individuals, with lipid
      composition in particular being highly heritable. Recent reports have
      highlighted a region of bovine chromosome 27 harbouring variants affecting
      milk fat percentage and fatty acid content. We aimed to further
      investigate this locus in two independent cattle populations, consisting
      of a Holstein-Friesian x Jersey crossbreed pedigree of 711 F2 cows, and a
      collection of 32,530 mixed ancestry Bos taurus cows. Bayesian genome-wide
      association mapping using markers imputed from the Illumina BovineHD chip
      revealed a large quantitative trait locus (QTL) for milk fat percentage on
      chromosome 27, present in both populations. We also investigated a range
      of other milk composition phenotypes, and report additional associations
      at this locus for fat yield, protein percentage and yield, lactose
      percentage and yield, milk volume, and the proportions of numerous milk
      fatty acids. We then used mammary RNA sequence data from 212 lactating
      cows to assess the transcript abundance of genes located in the milk fat
      percentage QTL interval. This analysis revealed a strong eQTL for AGPAT6,
      demonstrating that high milk fat percentage genotype is also additively
      associated with increased expression of the AGPAT6 gene. Finally, we used
      whole genome sequence data from six F1 sires to target a panel of novel
      AGPAT6 locus variants for genotyping in the F2 crossbreed population.
      Association analysis of 58 of these variants revealed highly significant
      association for polymorphisms mapping to the 5′UTR exons and intron 1 of
      AGPAT6. Taken together, these data suggest that variants affecting the
      expression of AGPAT6 are causally involved in differential milk fat
      synthesis, with pleiotropic consequences for a diverse range of other milk
      components.
    </description>
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      class="o-heading__level3-file-title"&gt;Genotype, phenotype, and
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      (*_gens.txt &amp; *_map.txt), phenotype (*_phens.txt), and pedigree
      (*_ped.txt) files for the MA, FJX, RNAseq, and qPCR animal subsets.
      Genotype files are space delimited, all other files tab delimited.
      Phenotype files include covariates used for statistical analyses. Animal
      Identifiers are common to each analysis set only.&lt;/div&gt;&lt;div
      class="o-metadata__file-name"&gt;Primary_data.zip&lt;/br&gt;&lt;/div&gt;&lt;/div&gt;
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