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   <ui>gb-2003-4-2-205</ui>
   <ji>GBJ</ji>
   <fm>
      <dochead>Minireview</dochead>
      <bibl>
         <title>
            <p>Impressive expressions: developing a systematic database of gene-expression patterns in <it>Drosophila </it>embryogenesis</p>
         </title>
         <aug>
            <au id="A1" ca="yes">
               <snm>Montalta-He</snm>
               <fnm>Haiqiong</fnm>
               <insr iid="I1"/>
               <email>Haiqiong.he@stud.unibas.ch</email>
            </au>
            <au id="A2">
               <snm>Reichert</snm>
               <fnm>Heinrich</fnm>
               <insr iid="I1"/>
            </au>
         </aug>
         <insg>
            <ins id="I1">
               <p>Address: Institute of Zoology, Biocenter/Pharmacenter, Klingelbergstrasse 50, University of Basel, CH-4056 Basel, Switzerland</p>
            </ins>
         </insg>
         <source>Genome Biology</source>
         <issn>1465-6906</issn>
         <pubdate>2003</pubdate>
         <volume>4</volume>
         <issue>2</issue>
         <fpage>205</fpage>
         <url>http://genomebiology.com/2003/4/2/205</url>
         <xrefbib>
            <pubidlist>
               <pubid idtype="doi">10.1186/gb-2003-4-2-205</pubid>
               <pubid idtype="pmpid">12620112</pubid>
            </pubidlist>
         </xrefbib>
      </bibl>
      <history>
         <pub>
            <date>
               <day>28</day>
               <month>1</month>
               <year>2003</year>
            </date>
         </pub>
      </history>
      <cpyrt>
         <year>2003</year>
         <collab>BioMed Central Ltd</collab>
      </cpyrt>
      <shortabs>
         <p>The establishment of a database of gene-expression patterns derived from systematic highthroughput <it>in situ </it>hybridization studies on whole-mount <it>Drosophila </it>embryos vastly increases the breadth and depth that can be reached by developmental genetics.</p>
      </shortabs>
      <abs>
         <sec>
            <st>
               <p>Abstract</p>
            </st>
            <p>The establishment of a database of gene-expression patterns derived from systematic high-throughput <it>in situ </it>hybridization studies on whole-mount <it>Drosophila </it>embryos, together with new information on the reannotated <it>Drosophila </it>genome and several recent microarray-based genomic analyses of <it>Drosophila </it>development, vastly increase the breadth and depth that can be reached by developmental genetics.</p>
         </sec>
      </abs>
   </fm>
   <meta>
      <classifications>
         <classification type="BMC" subtype="man_spc_id" id="30010005">Development</classification>
         <classification type="BMC" subtype="man_spc_id" id="30010015">Model organisms</classification>
         <classification type="BMC" subtype="man_spc_id" id="30010002">Bioinformatics</classification>
         <classification type="BMC" subtype="man_spc_id" id="30010010">Genome studies</classification>
      </classifications>
   </meta>
   <bdy>
      <sec>
         <st>
            <p/>
         </st>
         <p>These are exciting days for developmental genetics; the rapid advance of functional genomic analyses of key model systems is creating possibilities that were only scientific fantasies a few years ago. One of these fantasies was to know not only all of the genes in your favorite model organism, but also the expression patterns, in time and space, of all the genes during development. Imagine, for example, what you could do if you were a developmental biologist interested in the formation of midline structures who had access to a database that revealed the identity of all of the fly genes expressed at the midline during embryogenesis. Instead of spending time and money establishing a subtractive library or doing differential display to look for midline-specific genes, you could simply go to the database and query it for all the genes that are expressed at the midline. Then, knowing all the potential genes of interest, you could proceed directly to the functional analysis of these genes and the genetic networks in which they are involved. A recent report in <it>Genome Biology </it>by Tomancak <it>et al. </it>[<abbr bid="B1">1</abbr>], on the systematic determination of patterns of gene expression during <it>Drosophila </it>embryogenesis, shows that this fantasy is rapidly becoming a reality. The systematic establishment of a gene-expression database, together with a flurry of new information on the annotated <it>Drosophila </it>genome [<abbr bid="B2">2</abbr>,<abbr bid="B3">3</abbr>,<abbr bid="B4">4</abbr>,<abbr bid="B5">5</abbr>,<abbr bid="B6">6</abbr>,<abbr bid="B7">7</abbr>,<abbr bid="B8">8</abbr>,<abbr bid="B9">9</abbr>,<abbr bid="B10">10</abbr>] and several other recent microarray-based, functional genomic analyses of <it>Drosophila </it>development [<abbr bid="B11">11</abbr>,<abbr bid="B12">12</abbr>,<abbr bid="B13">13</abbr>,<abbr bid="B14">14</abbr>], allow us to study development at a new, more detailed level of resolution.</p>
         <p>Driven by advances in DNA-sequencing technology, early genomic projects consisted principally of the large-scale sequencing of whole genomes. Currently, approximately 100 genomes have been completely sequenced, including around 90 prokaryotic and 8 eukaryotic genomes, and the complete genome sequences of an increasing number of model organisms are now becoming available [<abbr bid="B15">15</abbr>]. A first annotated version of the <it>Drosophila melanogaster </it>genome was released in March 2000 [<abbr bid="B16">16</abbr>,<abbr bid="B17">17</abbr>,<abbr bid="B18">18</abbr>], and this was the first metazoan genome to be successfully sequenced by the whole-genome shotgun method [<abbr bid="B19">19</abbr>,<abbr bid="B20">20</abbr>]. Since then, the <it>Drosophila </it>genome has been reannotated twice, and the most recent of these reannotations, called Release 3, has now been finished and is available online in FlyBase [<abbr bid="B3">3</abbr>,<abbr bid="B21">21</abbr>]. Established by human curators with the help of sophisticated new software and significantly increased amounts of experimentally derived data from cDNAs and expressed sequence tags (ESTs), Release 3 provides a euchromatic sequence that is virtually free of gaps and is highly accurate [<abbr bid="B3">3</abbr>,<abbr bid="B4">4</abbr>,<abbr bid="B6">6</abbr>,<abbr bid="B7">7</abbr>,<abbr bid="B8">8</abbr>]. The number of genes has not changed much compared with the previous annotation, Release 2, but Release 3 contains more exons and more transcripts and, importantly, has changes in over 40% of the predicted protein sequences [<abbr bid="B7">7</abbr>]. It is believed that this new release of the <it>Drosophila </it>genome sequence is now a reliable resource for molecular and genetic experiments as well as for computational analysis.</p>
         <p>With the rapid progress of genome sequencing projects, microarrays have become powerful and popular tools with which to investigate biological questions at a genome-wide level. The adoption of microarray technology for the study of the development of <it>Drosophila </it>was initially rather slow, but its use has accelerated markedly, especially in the past year [<abbr bid="B22">22</abbr>]. One of the first microarray-based analyses of <it>Drosophila </it>development focused on the process of metamorphosis, using microarrays containing cDNAs corresponding to several thousand gene sequences; this was carried out before sequence information on the entire genome became available [<abbr bid="B23">23</abbr>]. Similar microarrays were combined with automated embryo sorting by Furlong and colleagues [<abbr bid="B11">11</abbr>] to identify the targets of the transcription factor <it>twist</it>, which plays a key role in mesoderm development. More recently, a systematic study of gene expression throughout <it>Drosophila </it>development using microarrays has been carried out, in which approximately one third of all genes were surveyed at different stages of development - embryos, larvae, pupae and adults [<abbr bid="B12">12</abbr>]. In two further recent investigations [<abbr bid="B13">13</abbr>,<abbr bid="B14">14</abbr>], whole-genome oligonucleotide microarrays representing the entire protein-coding capacity of the <it>Drosophila </it>genome (over 13,500 genes) have been used to study specific aspects of embryogenesis in the fly. Stathopoulos and colleagues [<abbr bid="B13">13</abbr>] focused on dorsal-ventral patterning in the <it>Drosophila </it>embryo and used whole-genome microarrays to identify targets of the transcription factor <it>dorsal</it>; their work identified over 40 novel <it>dorsal </it>target genes as well as several new tissue-specific enhancers of <it>dorsal </it>targets. We and our colleagues [<abbr bid="B14">14</abbr>] have studied gliogenesis in <it>Drosophila </it>embryos by using whole-genome microarrays to identify downstream targets of the <it>glial cells missing </it>gene, which controls the determination of glial versus neuronal cell fate.</p>
         <p>Although these microarray experiments have each provided a quantitative overview of changes in gene-expression levels over developmental time or between different experimental conditions [<abbr bid="B11">11</abbr>,<abbr bid="B12">12</abbr>,<abbr bid="B13">13</abbr>,<abbr bid="B14">14</abbr>], they still suffer from several limitations that have been discussed in similar studies of other organisms. Transcripts of low abundance, which are often involved in regulatory processes and thus may be of great interest for understanding development, are typically under-represented in RNA probe pools and are therefore hard to detect in microarray experiments [<abbr bid="B24">24</abbr>]. Moreover, in multicellular organisms, cell division and differentiation leads to an increase in tissue complexity throughout development, but whole-animal microarray analysis cannot document this spatial information. One can try to isolate mRNA from every tissue at each developmental stage and then define gene-expression information in different tissues at different times, but this is a formidable task and requires the establishment of reliable methods for tissue-specific mRNA isolation and probe preparation. Furthermore, false-positive results can arise from technical problems such as cross-hybridization of target-probe pairs or incorrect annotation of genome sequences leading to false gene-model predictions [<abbr bid="B24">24</abbr>,<abbr bid="B25">25</abbr>]. For all these reasons, validation of microarray data with histological methods such as RNA <it>in situ </it>hybridization is both important and necessary. Indeed, all of the recent whole-genome microarray studies of <it>Drosophila </it>development incorporate selected <it>in situ </it>hybridization experiments to confirm and localize expression for a subset of the studied genes [<abbr bid="B11">11</abbr>,<abbr bid="B12">12</abbr>,<abbr bid="B13">13</abbr>,<abbr bid="B14">14</abbr>,<abbr bid="B26">26</abbr>]. Given the massive quantitative expression dataset that is coming out of whole-genome microarray experiments, it now becomes important to have access to equally massive amounts of <it>in situ </it>hybridization data. Ideally, one would like to have access to the expression patterns of all genes in the genome in all major embryonic tissues at all embryonic stages. This is the goal of the online <it>in situ </it>gene-expression atlas that Tomancak and colleagues are assembling [<abbr bid="B1">1</abbr>].</p>
         <p>To achieve this formidable task, the authors [<abbr bid="B1">1</abbr>] have devised a high-throughput whole-mount <it>in situ </it>hybridization protocol in which RNA probes are generated from the set of cDNA clones that comprise the <it>Drosophila </it>gene collections [<abbr bid="B3">3</abbr>,<abbr bid="B27">27</abbr>,<abbr bid="B28">28</abbr>] and are then hybridized to <it>Drosophila </it>embryos in 96-well plates. Gene-expression patterns are documented by assembling digital photographs of individual embryos that are ordered according to developmental stage, in order to visualize time-dependent expression changes. To facilitate subsequent analysis, the expression patterns of all genes are annotated by a single human curator using a controlled vocabulary that describes the developmental and spatial relationships between embryonic tissues. Hierarchical clustering [<abbr bid="B29">29</abbr>] is then used to group together genes with similar expression patterns, as well as to group embryonic tissues with similar sets of expressed genes. All these data - digital images as well as annotations - are stored in a relational database and presented in a searchable form on the web [<abbr bid="B30">30</abbr>], allowing any interested researcher to query the database rapidly and to compare results in a rigorous manner. In addition, quantitative expression levels determined by whole-genome microarrays have been obtained for each gene and each developmental stage studied, and these data are also presented along with the images and annotations of <it>in situ </it>expression patterns in the database, thus making a direct comparison of the two complementing data sets possible. Figure <figr fid="F1">1</figr> shows the pipeline used in the construction of the database.</p>
         <fig id="F1">
            <title>
               <p>Figure 1</p>
            </title>
            <caption>
               <p>An overview of the pipeline used for the construction of the gene-expression database by Tomancak <it>et al. </it>[<abbr bid="B1">1</abbr>]</p>
            </caption>
            <text>
               <p>An overview of the pipeline used for the construction of the gene-expression database by Tomancak <it>et al. </it>[<abbr bid="B1">1</abbr>].</p>
            </text>
            <graphic file="gb-2003-4-2-205-1"/>
         </fig>
         <p>Currently, over 2,000 genes, or about one sixth of all <it>Drosophila </it>genes, have been examined by <it>in situ </it>hybridization in embryos, and over 25,000 digital photographs of gene-expression patterns have been taken, annotated and stored in the database [<abbr bid="B1">1</abbr>]. On the basis of current production rates, the authors estimate that a first pass through the existing cDNA collections, which represent about 70% of the <it>Drosophila </it>genes, should be finished within a year; probes for genes that lack a suitable cDNA clone but that show significant expression by microarray analysis will be generated by genomic PCR so that expression patterns for these genes can also be determined [<abbr bid="B1">1</abbr>]. This will represent a major step towards the overall goal of determining the expression patterns of all genes in the fly genome and creating an integrated public resource of image-oriented gene-expression data analogous to the repositories of DNA sequences. The project will not stop there, however, but will continue to be refined as more accurate information on gene sequences, coding regions, and cDNAs becomes available. Release 3 of the fly genome has already presented marked improvements in all of these areas, and regular updates of the fly genome and the <it>in situ </it>expression database are planned [<abbr bid="B1">1</abbr>,<abbr bid="B2">2</abbr>,<abbr bid="B3">3</abbr>,<abbr bid="B4">4</abbr>,<abbr bid="B5">5</abbr>,<abbr bid="B6">6</abbr>,<abbr bid="B7">7</abbr>,<abbr bid="B8">8</abbr>,<abbr bid="B9">9</abbr>,<abbr bid="B10">10</abbr>].</p>
         <p>Systematic high-throughput in <it>situ </it>hybridization of whole-mount embryos as used by Tomancak and colleagues [<abbr bid="B1">1</abbr>] provides a powerful method for the global survey of gene expression in embryos [<abbr bid="B31">31</abbr>]. Combined with data obtained by microarray analysis, this method makes it possible to investigate gene-expression profiles in both a quantitative and a qualitative manner. Analysis of this kind of gene-expression dataset will provide a rich source of developmental-genetic information and should also make it possible to identify genes involved in developmental processes that have been missed by traditional, mutagenesis-based genetic analysis. According to published estimates for flies and other animals, less than one-third of genes lead to obvious phenotypes when mutated [<abbr bid="B32">32</abbr>,<abbr bid="B33">33</abbr>,<abbr bid="B34">34</abbr>], so a lot remains to be discovered. The exciting days of developmental genetics have only just begun.</p>
      </sec>
   </bdy>
   <bm>
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