Duplicate genes tend to have a more variable expression program than singleton genes, which was thought to be an important way for the organism to respond and adapt to fluctuating environment. However, the underlying molecular mechanisms driving such expression variation remain largely unexplored. In this work, we first rigorously confirmed that duplicate genes indeed have higher gene expression variation than singleton genes in several aspects, i.e. responses to environmental perturbation, between-strain divergence, and expression noise. To investigate the underlying mechanism, we further analyzed a previously published expression dataset of yeast segregants produced from genetic crosses. We dissected the observed expression divergence between segregant strains into cis- and trans-variabilities, and demonstrated that trans-regulation effect can explain larger fraction of the expression variation than cis-regulation effect. This is true for both duplicate genes and singleton genes. In contrast, we found, between a pair of sister paralogs, cis-variability explains more of the expression divergence between the paralogs than trans-variability. We next investigated the presence of cis- and trans-features that are associated with elevated expression variations. For cis-acting regulation, duplicate genes have higher genetic diversity in their promoters and coding regions than singleton genes. For trans-acting regulation, duplicate and singleton genes are differentially regulated by chromatin regulators and transcription factors, and duplicate genes are more severely affected by the deletion of histone tails. These results showed that both cis-and trans-factors have great effect in causing the increased expression variation of duplicate genes, and explained the previously observed differences in transcription regulation between duplicate genes and singleton genes.
机构:
Howard Hughes Med Inst, Philadelphia, PA USA
Univ Penn, Childrens Hosp Philadelphia, Dept Pediat, Philadelphia, PA 19104 USA
Univ Penn, Childrens Hosp Philadelphia, Dept Genet, Philadelphia, PA 19104 USAHoward Hughes Med Inst, Philadelphia, PA USA
Cheung, Vivian G.
Nayak, Renuka R.
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Univ Penn, Childrens Hosp Philadelphia, Med Scientist Training Program, Philadelphia, PA 19104 USAHoward Hughes Med Inst, Philadelphia, PA USA
Nayak, Renuka R.
Wang, Isabel Xiaorong
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机构:
Howard Hughes Med Inst, Philadelphia, PA USAHoward Hughes Med Inst, Philadelphia, PA USA
Wang, Isabel Xiaorong
Elwyn, Susannah
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机构:Howard Hughes Med Inst, Philadelphia, PA USA
Elwyn, Susannah
Cousins, Sarah M.
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机构:Howard Hughes Med Inst, Philadelphia, PA USA
Cousins, Sarah M.
Morley, Michael
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机构:Howard Hughes Med Inst, Philadelphia, PA USA
Morley, Michael
Spielman, Richard S.
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机构:
Univ Penn, Childrens Hosp Philadelphia, Dept Genet, Philadelphia, PA 19104 USAHoward Hughes Med Inst, Philadelphia, PA USA
机构:
Iowa State Univ, Plant Pathol & Microbiol Dept, Ames, IA 50011 USA
Iowa State Univ, Interdept Genet & Genom Program, Ames, IA 50011 USA
Iowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USAIowa State Univ, Plant Pathol & Microbiol Dept, Ames, IA 50011 USA
Miller, W. Allen
Jackson, Jacquelyn
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Iowa State Univ, Plant Pathol & Microbiol Dept, Ames, IA 50011 USA
Iowa State Univ, Interdept Genet & Genom Program, Ames, IA 50011 USAIowa State Univ, Plant Pathol & Microbiol Dept, Ames, IA 50011 USA
Jackson, Jacquelyn
Feng, Ying
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Iowa State Univ, Plant Pathol & Microbiol Dept, Ames, IA 50011 USA
Iowa State Univ, Bioinformat & Computat Biol Program, Ames, IA 50011 USAIowa State Univ, Plant Pathol & Microbiol Dept, Ames, IA 50011 USA
机构:
Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Mol Cellular & Dev Biol, Ann Arbor, MI 48109 USA
Cornell Univ, Dept Mol Biol & Genet, Ithaca, NY 14853 USAUniv Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
Wittkopp, Patricia J.
Haerum, Belinda K.
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机构:
Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Mol Cellular & Dev Biol, Ann Arbor, MI 48109 USA
Cornell Univ, Dept Mol Biol & Genet, Ithaca, NY 14853 USAUniv Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
Haerum, Belinda K.
Clark, Andrew G.
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机构:
Cornell Univ, Dept Mol Biol & Genet, Ithaca, NY 14853 USAUniv Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
机构:
Hokkaido Univ, Grad Sch Inform Sci Tech, Sapporo, Hokkaido, JapanTokyo Metro Univ, Dept Biol Sci S, Tokyo, Japan
Osada, Naoki
Miyagi, Ryutaro
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Tokyo Metro Univ, Dept Biol Sci S, Tokyo, JapanTokyo Metro Univ, Dept Biol Sci S, Tokyo, Japan
Miyagi, Ryutaro
Takahashi, Aya
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Tokyo Metro Univ, Dept Biol Sci S, Tokyo, Japan
Tokyo Metropolitan Univ, Res Cent Genom & Bioinform, Tokyo, JapanTokyo Metro Univ, Dept Biol Sci S, Tokyo, Japan