首页> 外文会议>The 7th Asia-Pacific Bioinformatics Conference(第七届亚太生物信息学大会) >Understanding and Exploiting the Evolution of Drosophila Regulatory Sequences
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Understanding and Exploiting the Evolution of Drosophila Regulatory Sequences

机译:了解和利用果蝇调节序列的演变。

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My lab is examining variation in Drosophila regulatory sequences over short (within species),intermediate (within genus) and long (between family) evolutionary time scales and evaluating the effects of this variation on transcription factor binding and gene regulation. Our goals are to dissect the molecular basis for variation in gene expression and to better understand the constraints on regulatory sequence evolution imposed by selection to maintain expression output. My presentation will draw from several ongoing projects.Extensive rearrangement, but functional conservation, of enhancers between Drosophila,Sepsidae and Tephritidae: We have been comparing the sequences and activities of earlyembryonic enhancers from D. melanogaster to their orthologs from distantly related fly species (families Sepsidae and Tephritidae) that share basic patterning mechanisms with Drosophila. Although there is almost no detectable sequence similarity between Drosophila and sepsid and tephritid non-coding DNA, their enhancers (which we identify computationally)recapitulate endogenous gene expression patterns in transgenic D. melanogaster embryos. This extreme sequence variability without functional variation highlights the extreme flexibility of the molecular machinery that regulates gene expression. Our results suggest that enhancers are organized into functional submodules with tight constraints on their structure,but that these submodules can be extensively rearranged without compromising enhancer activity.Comparison of tephritid genomes to identify Drosophila enhancers: The tephritid sequence data turned out to be useful in a very unexpected way. The genomes of the species we are analyzing (including the medfly Ceratitis capitata, and species in the genera Bactrocera and Rhogoletis) are significantly bigger (600 -900 Mb) than those of most Drosophila species.Unlike in Drosophila, where there is near ubiquitous conservation of non-coding DNA, comparison of tephritid genomes reveals many blocks of conserved non-coding sequence flanked by large stretches of poorly conserved sequence. This landscape of non-coding conservation is similar to that observed in vertebrates, and immediately suggested to us that comparisons of tephritid genomes could be used to identify regulatory sequences with the same effectiveness as in vertebrates (and which, because of the lack of non-conserved sequences, have been much less effective in Drosophila). We tested the regulatory activity of ~20 conserved noncoding sequences from the tephritid orthologs of the well-characterized D. melanogaster genes, and found that a substantial fraction have enhancer activity. We conclude that the relative ineffectiveness of comparative genomics methods to identify invertebrate regulatory sequences was an artifact of the relatively small size of sequenced invertebrate genomes, and suggest -somewhat paradoxically -that comparison of tephritid genomes may be a more effective way of identifying Drosophila enhancers than comparison of Drosophila genomes.Experimental characterization of transcription factor binding in D. melanogaster and D. yakuba: To better understand the biochemical basis for enhancer, we have been using ChiP-chip and ChlP-seq along with high-resolution imaging to examine how DNA binding and gene expression vary with sequence variation between and within Drosophila species. The most striking observation from our study of the binding of 20 transcription factors involved in early embryonic patterning, is the large number of sites bound by each factor in developing embryos(often well in excess of 10,000). This observation and several accompanying computational analyses suggest that a large fraction of this binding does not affect transcription or contribute to organismal fitness. The leaves us with the challenge of developing methods to identify which binding events are likely to be functional, something we are addressing by examining binding variation with D. melanogaster and between D. melanogaster and D. yakuba. Early data from D. yakuba show that, against the backdrop of strong conservation of binding in many well-characterized loci, there is extensive variation in binding between the two species -often -though not always -coupled to the gain/loss of transcription factor binding sites. We are now using this data to develop a better understanding of the sequence determinants of DNA binding, and the relationship between transcription factor binding and regulatory activity.
机译:我的实验室正在研究果蝇调控序列在较短(物种内),中间(属内)和较长(家族之间)进化时间尺度上的变化,并评估这种变化对转录因子结合和基因调控的影响。我们的目标是剖析基因表达变异的分子基础,并更好地理解选择维持表达输出所施加的对调控序列进化的限制。我的演讲将来自几个正在进行的项目。果蝇,败血症和拟南芥之间增强子的广泛重排,但功能保守:我们一直在比较黑腹果蝇早期胚胎增强子的序列和活性与远缘蝇类(家族)的直系同源物。蝇科和蝇科)与果蝇共享基本的构图机制。尽管果蝇与败血症和特发列非非编码DNA之间几乎没有可检测到的序列相似性,但它们的增强子(我们通过计算确定)概括了转基因D. melanogaster胚胎中的内源基因表达模式。这种无功能变异的极端序列变异性突显了调节基因表达的分子机制的极端灵活性。我们的结果表明,增强子被组织成功能性的子模块,结构上受到严格的限制,但是这些子模块可以在不损害增强子活性的情况下进行广泛的重排。鉴定和鉴定果蝇增强子的拟南芥基因组的比较:拟南芥序列数据可用于非常意外的方式。我们正在分析的物种(包括地中海果蝇(Ceratitis capitata)以及Bactrocera和Rhogoletis属的物种)的基因组比大多数果蝇物种的基因组(600 -900 Mb)大得多。对非编码DNA进行比较,对特非瑞德基因组进行比较后发现,许多保守的非编码序列均侧接了大段保守性较差的序列。这种非编码保守性的情况类似于在脊椎动物中观察到的情况,并立即向我们建议,比较特福利特基因组可用于鉴定与脊椎动物具有相同效力的调节序列(并且由于缺乏非保守性,保守序列在果蝇中的效力要差得多。我们测试了约20个保守的非编码序列的调节活性,该序列来自特征明确的D. melanogaster基因的特非列直基同源基因,并发现相当一部分具有增强子活性。我们得出结论,比较基因组学方法识别无脊椎动物调控序列的相对无效是人工测序的无脊椎动物基因组相对较小的假象,并且(有点矛盾的是)暗示,与传统的果蝇增强子相比,对拟南芥基因组的比较可能是一种更有效的方法。果蝇基因组的比较.D。melanogaster和D.yakuba中转录因子结合的实验表征:为了更好地了解增强子的生化基础,我们一直在使用ChiP芯片和ChlP-seq以及高分辨率成像来检查DNA如何果蝇种之间和之内的结合和基因表达随序列变化而变化。我们对涉及早期胚胎模式的20种转录因子结合的研究中最引人注目的观察结果是,发育中的胚胎中每种因子结合的位点数量很多(通常超过10,000个)。该观察结果和一些伴随的计算分析表明,这种结合的很大一部分不会影响转录或有助于机体适应。我们正在研究开发方法来鉴定哪些结合事件可能起作用,这给我们带来了挑战,我们正在通过研究黑腹果蝇和黑腹果蝇与雅库巴之间的结合变异来解决这些问题。 D. yakuba的早期数据显示,在许多特征明确的基因座中强烈保留结合的背景下,两种物种之间的结合存在很大差异-尽管经常-并非总是如此-与转录因子的得失相关结合位点。现在,我们正在使用这些数据来更好地理解DNA结合的序列决定因素,以及转录因子结合与调节活性之间的关系。

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