Gene expression variation results from numerous sources including genetic, environmental, life stage, and even the environment experienced by previous generations. While the importance of each has been demonstrated in diverse organisms, their relative contributions remain understudied because few investigations have simultaneously determined each within a single experiment. Here we quantified genome-wide gene expression traits in Drosophila, quantified the contribution of multiple different sources of trait variation and determined the molecular mechanisms underlying observed variation. Our results show that there is a clear hierarchy in our data with genome and developmental stage contributing on average considerably more than current and finally previous generation environmental effects. We also determined the role of cis and trans-regulatory changes across different sources of trait variation, highlighting their importance in adaptation and environmental responses and showing unexpectedly that transgenerational effects herein were predominantly associated with changes in trans-regulation. The authors create a hierarchy of factors influencing Drosophila gene expression including genetic and developmental differences as well as current and past environmental effects and determine their cis- and trans-regulatory underpinnings.
机构:
Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
Univ Claude Bernard Lyon, Univ Lyon, Lab Biol & Modeling Cell, CNRS,Ecole Normale Super Lyon, Lyon, FranceUniv Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
Duveau, Fabien
Vande Zande, Petra
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Univ Michigan, Dept Mol Cellular & Dev Biol, Ann Arbor, MI 48109 USAUniv Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
Vande Zande, Petra
Metzger, Brian P. H.
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Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USAUniv Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
Metzger, Brian P. H.
Diaz, Crisandra J.
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Univ Michigan, Dept Mol Cellular & Dev Biol, Ann Arbor, MI 48109 USAUniv Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
Diaz, Crisandra J.
Walker, Elizabeth A.
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Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USAUniv Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
Walker, Elizabeth A.
Tryban, Stephen
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Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USAUniv Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
Tryban, Stephen
Siddiq, Mohammad A.
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Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USAUniv Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
Siddiq, Mohammad A.
Yang, Bing
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Univ Michigan, Dept Mol Cellular & Dev Biol, Ann Arbor, MI 48109 USAUniv Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
Yang, Bing
Wittkopp, Patricia J.
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Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Mol Cellular & Dev Biol, Ann Arbor, MI 48109 USAUniv Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
机构:
Chinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R ChinaChinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R China
Xiong, Qian
Zhang, Zhaojun
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Chinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R ChinaChinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R China
Zhang, Zhaojun
Qu, Hongzhu
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Chinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R ChinaChinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R China
Qu, Hongzhu
Ruan, Xiuyan
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Chinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R ChinaChinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R China
Ruan, Xiuyan
Wang, Hai
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Chinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R ChinaChinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R China
Wang, Hai
Zhang, Qian
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Chinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R ChinaChinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R China
Zhang, Qian
Qi, Heyuan
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Chinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R ChinaChinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R China
Qi, Heyuan
Li, Yanming
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Chinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R ChinaChinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R China
Li, Yanming
Sun, Hongying
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Chinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R ChinaChinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R China
Sun, Hongying
Chang, Kai-Hsin
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Univ Washington, Dept Med, Div Hematol, Seattle, WA 98195 USAChinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R China
Chang, Kai-Hsin
Stamatoyannopoulos, George
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机构:
Univ Washington, Dept Med, Div Med Genet, Seattle, WA 98195 USAChinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R China
Stamatoyannopoulos, George
Stamatoyannopoulos, John A.
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Univ Washington, Dept Genome Sci, Seattle, WA 98195 USAChinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R China
Stamatoyannopoulos, John A.
Fang, Xiangdong
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机构:
Univ Washington, Dept Med, Div Med Genet, Seattle, WA 98195 USAChinese Acad Sci, Beijing Inst Genom, Lab Dis Genom & Individualized Med, Beijing, Peoples R China
机构:
Univ Michigan, Dept Mol Cellular & Dev Biol, Ann Arbor, MI 48109 USA
Univ Minnesota, Dept Microbiol & Immunol, Minneapolis, MN 55455 USAUniv Michigan, Dept Mol Cellular & Dev Biol, Ann Arbor, MI 48109 USA
Zande, Petra Vande
Wittkopp, Patricia J.
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机构:
Univ Michigan, Dept Mol Cellular & Dev Biol, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI USAUniv Michigan, Dept Mol Cellular & Dev Biol, Ann Arbor, MI 48109 USA
机构:
Univ Michigan, Dept Mol Cellular & Dev Biol, Ann Arbor, MI 48109 USA
Univ Minnesota, Dept Microbiol & Immunol, Minneapolis, MN USAUniv Michigan, Dept Mol Cellular & Dev Biol, Ann Arbor, MI 48109 USA
Vande Zande, Petra
Hill, Mark S.
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机构:
Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
UCL, Canc Inst, Canc Evolut & Genome Instabil Lab, London, England
Francis Crick Inst, London, EnglandUniv Michigan, Dept Mol Cellular & Dev Biol, Ann Arbor, MI 48109 USA
Hill, Mark S.
Wittkopp, Patricia J.
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h-index: 0
机构:
Univ Michigan, Dept Mol Cellular & Dev Biol, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USAUniv Michigan, Dept Mol Cellular & Dev Biol, Ann Arbor, MI 48109 USA