Various approaches can be applied to uncover the genetic basis of natural phenotypic variation, each with their specific strengths and limitations. Here, we use a replicated genome-wide association approach (Pool-GWAS) to fine-scale map genomic regions contributing to natural variation in female abdominal pigmentation in Drosophila melanogaster, a trait that is highly variable in natural populations and highly heritable in the laboratory. We examined abdominal pigmentation phenotypes in approximately 8000 female European D. melanogaster, isolating 1000 individuals with extreme phenotypes. We then used whole-genome Illumina sequencing to identify single nucleotide polymorphisms (SNPs) segregating in our sample, and tested these for associations with pigmentation by contrasting allele frequencies between replicate pools of light and dark individuals. We identify two small regions near the pigmentation genes tan and bric-a-brac 1, both corresponding to known cis-regulatory regions, which contain SNPs showing significant associations with pigmentation variation. While the Pool-GWAS approach suffers some limitations, its cost advantage facilitates replication and it can be applied to any non-model system with an available reference genome.
机构:
Univ Calif Berkeley, Div Comp Sci, Berkeley, CA 94720 USAUniv Calif Berkeley, Div Comp Sci, Berkeley, CA 94720 USA
Chan, Andrew H.
Jenkins, Paul A.
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Univ Calif Berkeley, Div Comp Sci, Berkeley, CA 94720 USAUniv Calif Berkeley, Div Comp Sci, Berkeley, CA 94720 USA
Jenkins, Paul A.
Song, Yun S.
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Univ Calif Berkeley, Div Comp Sci, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USAUniv Calif Berkeley, Div Comp Sci, Berkeley, CA 94720 USA
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Tokyo Metropolitan Univ, Dept Biol Sci, Hachioji, Tokyo 1920397, JapanTokyo Metropolitan Univ, Dept Biol Sci, Hachioji, Tokyo 1920397, Japan
Sunaga, Saki
Akiyama, Noriyoshi
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Tokyo Metropolitan Univ, Dept Biol Sci, Hachioji, Tokyo 1920397, JapanTokyo Metropolitan Univ, Dept Biol Sci, Hachioji, Tokyo 1920397, Japan
Akiyama, Noriyoshi
Miyagi, Ryutaro
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Tokyo Metropolitan Univ, Dept Biol Sci, Hachioji, Tokyo 1920397, JapanTokyo Metropolitan Univ, Dept Biol Sci, Hachioji, Tokyo 1920397, Japan
Miyagi, Ryutaro
Takahashi, Aya
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Tokyo Metropolitan Univ, Dept Biol Sci, Hachioji, Tokyo 1920397, Japan
Tokyo Metropolitan Univ, Res Ctr Genom & Bioinformat, Hachioji, Tokyo 1920397, JapanTokyo Metropolitan Univ, Dept Biol Sci, Hachioji, Tokyo 1920397, Japan
机构:
N Carolina State Univ, Dept Biol Sci, Raleigh, NC 27695 USA
N Carolina State Univ, Genet Program, Raleigh, NC 27695 USA
N Carolina State Univ, WM Keck Ctr Behav Biol, Raleigh, NC 27695 USAN Carolina State Univ, Dept Biol Sci, Raleigh, NC 27695 USA
Dembeck, Lauren M.
Huang, Wen
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机构:
N Carolina State Univ, Dept Biol Sci, Raleigh, NC 27695 USA
N Carolina State Univ, Genet Program, Raleigh, NC 27695 USA
N Carolina State Univ, WM Keck Ctr Behav Biol, Raleigh, NC 27695 USAN Carolina State Univ, Dept Biol Sci, Raleigh, NC 27695 USA
Huang, Wen
Carbone, Mary Anna
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机构:
N Carolina State Univ, Dept Biol Sci, Raleigh, NC 27695 USA
N Carolina State Univ, Genet Program, Raleigh, NC 27695 USA
N Carolina State Univ, WM Keck Ctr Behav Biol, Raleigh, NC 27695 USAN Carolina State Univ, Dept Biol Sci, Raleigh, NC 27695 USA
Carbone, Mary Anna
Mackay, Trudy F. C.
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机构:
N Carolina State Univ, Dept Biol Sci, Raleigh, NC 27695 USA
N Carolina State Univ, Genet Program, Raleigh, NC 27695 USA
N Carolina State Univ, WM Keck Ctr Behav Biol, Raleigh, NC 27695 USAN Carolina State Univ, Dept Biol Sci, Raleigh, NC 27695 USA
机构:
Lawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USALawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Hoskins, Roger A.
Landolin, Jane M.
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Lawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USALawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Landolin, Jane M.
Brown, James B.
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Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USALawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Brown, James B.
Sandler, Jeremy E.
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Lawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USALawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Sandler, Jeremy E.
Takahashi, Hazuki
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RIKEN, Yokohama Inst, Om Sci Ctr, Kanagawa 2300045, JapanLawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Takahashi, Hazuki
Lassmann, Timo
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RIKEN, Yokohama Inst, Om Sci Ctr, Kanagawa 2300045, JapanLawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Lassmann, Timo
Yu, Charles
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Lawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USALawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Yu, Charles
Booth, Benjamin W.
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Lawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USALawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Booth, Benjamin W.
Zhang, Dayu
论文数: 0引用数: 0
h-index: 0
机构:
Indiana Univ, Dept Biol, Bloomington, IN 47405 USA
Indiana Univ, Ctr Genom & Bioinformat, Bloomington, IN 47405 USALawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Zhang, Dayu
Wan, Kenneth H.
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机构:
Lawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USALawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Wan, Kenneth H.
Yang, Li
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机构:
Univ Connecticut, Ctr Hlth, Dept Genet & Dev Biol, Farmington, CT 06030 USALawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Yang, Li
Boley, Nathan
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机构:
Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USALawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Boley, Nathan
Andrews, Justen
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机构:
Indiana Univ, Dept Biol, Bloomington, IN 47405 USALawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Andrews, Justen
Kaufman, Thomas C.
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机构:
Indiana Univ, Dept Biol, Bloomington, IN 47405 USALawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Kaufman, Thomas C.
Graveley, Brenton R.
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机构:
Univ Connecticut, Ctr Hlth, Dept Genet & Dev Biol, Farmington, CT 06030 USALawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Graveley, Brenton R.
Bickel, Peter J.
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机构:
Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USALawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Bickel, Peter J.
Carninci, Piero
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机构:
RIKEN, Yokohama Inst, Om Sci Ctr, Kanagawa 2300045, JapanLawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Carninci, Piero
Carlson, Joseph W.
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机构:
Lawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USALawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA
Carlson, Joseph W.
Celniker, Susan E.
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机构:
Lawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USALawrence Berkeley Lab, Div Life Sci, Dept Genome Dynam, Berkeley, CA 94720 USA