Cis and Trans Regulatory Effects Contribute to Natural Variation in Transcriptome of Drosophila melanogaster

Abstract

The dissection of intraspecific variation in transcriptome is a central theme of many recent quantitative genomic analyses. Transcript level variation has been attributed to factors at the gene itself (cis) and elsewhere in the genome (trans). Previous analyses of Drosophila intraspecific transcriptome variation pointed toward a larger contribution of trans factors. However, data from other genera, and from interspecific comparisons within Drosophila, are more consistent with a major role for cis factors. We investigated the relative amount of cis and trans variation in Drosophila melanogaster, using whole-genome expression from an oligonucleotide microarray in the 2 extensively studied genotypes Ore and 2b3, and 6 recombinant inbred (RI) lines derived from these parents. We examined 2 types of models to decompose cis and trans contributions to genetic variation in transcript level: 1) an infinitesimal model assuming that the transcription variation is highly polygenic and due to many small effects and 2) contrast models assuming that a few large effects contribute to the transcriptional variation. We explicitly fitted cis-by-trans interactions and extended our analyses to consider regulation of alternatively spliced transcripts. We estimated that approximately 10% of the transcriptome was differentially regulated among the lines. We were able to identify cis and trans effects that contribute to this differential regulation for 1,340 genes. Our analyses revealed numerous cis effects (90%) but much fewer trans effects, perhaps due to reduced power of detection for trans effects. In addition, we identified 15 genes that have alternative splice variants differentially regulated in cis.