Cis- and Trans-regulatory Effects on Gene Expression in a Natural Population of Drosophila melanogaster

被引:45
|
作者
Osada, Naoki [1 ,2 ,3 ]
Miyagi, Ryutaro [4 ]
Takahashi, Aya [4 ,5 ]
机构
[1] Grad Univ Adv Studies SOKENDAI, Natl Inst Genet, Dept Populat Genet, Mishima, Shizuoka 4118540, Japan
[2] Grad Univ Adv Studies SOKENDAI, Dept Genet, Mishima, Shizuoka 4118540, Japan
[3] Hokkaido Univ, Grad Sch Bioengn & Bioinformat, Sapporo, Hokkaido 0600814, Japan
[4] Tokyo Metropolitan Univ, Dept Biol Sci, 1-1 Minami Osawa, Hachioji, Tokyo 1920397, Japan
[5] Tokyo Metropolitan Univ, Res Ctr Genom & Bioinformat, Hachioji, Tokyo 1920397, Japan
关键词
allele-specific expression; cis-regulatory variation; nucleotide diversity; trans-regulatory variation; transposable element; TRANSPOSABLE ELEMENT INSERTION; REGULATORY VARIATION; SMALL RNAS; EVOLUTION; CHROMATIN; PIWI; RECOMBINATION; POLYMORPHISMS; TRANSCRIPTOME; DIVERGENCE;
D O I
10.1534/genetics.117.201459
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Cis- and trans-regulatory mutations are important contributors to transcriptome evolution. Quantifying their relative contributions to intraspecific variation in gene expression is essential for understanding the population genetic processes that underlie evolutionary changes in gene expression. Here, we have examined this issue by quantifying genome-wide, allele-specific expression (ASE) variation using a crossing scheme that produces F-1 hybrids between 18 different Drosophila melanogaster strains sampled from the Drosophila Genetic Reference Panel and a reference strain from another population. Head and body samples from F1 adult females were subjected to RNA sequencing and the subsequent ASE quantification. Cis- and trans-regulatory effects on expression variation were estimated from these data. A higher proportion of genes showed significant cis-regulatory variation (similar to 28%) than those that showed significant trans-regulatory variation (similar to 9%). The sizes of cis-regulatory effects on expression variation were 1.98 and 1.88 times larger than trans-regulatory effects in heads and bodies, respectively. A generalized linear model analysis revealed that both cis- and trans-regulated expression variation was strongly associated with nonsynonymous nucleotide diversity and tissue specificity. Interestingly, trans-regulated variation showed a negative correlation with local recombination rate. Also, our analysis on proximal transposable element (TE) insertions suggested that they affect transcription levels of ovary-expressed genes more pronouncedly than genes not expressed in the ovary, possibly due to defense mechanisms against TE mobility in the germline. Collectively, our detailed quantification of ASE variations from a natural population has revealed a number of new relationships between genomic factors and the effects of cis- and trans-regulatory factors on expression variation.
引用
收藏
页码:2139 / 2148
页数:10
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