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<art>
   <ui>gb-2007-8-6-r122</ui>
   <ji>GBJ</ji>
   <fm>
      <dochead>Research</dochead>
      <bibl>
         <title>
            <p>Toxicogenomic analysis of <it>Caenorhabditis elegans </it>reveals novel genes and pathways involved in the resistance to cadmium toxicity</p>
         </title>
         <aug>
            <au id="A1">
               <snm>Cui</snm>
               <fnm>Yuxia</fnm>
               <insr iid="I1"/>
               <email>cuiy2@niehs.nih.gov</email>
            </au>
            <au id="A2">
               <snm>McBride</snm>
               <mi>J</mi>
               <fnm>Sandra</fnm>
               <insr iid="I1"/>
               <email>mcbrides2@niehs.nih.gov</email>
            </au>
            <au id="A3">
               <snm>Boyd</snm>
               <mi>A</mi>
               <fnm>Windy</fnm>
               <insr iid="I2"/>
               <email>boydw@niehs.nih.gov</email>
            </au>
            <au id="A4">
               <snm>Alper</snm>
               <fnm>Scott</fnm>
               <insr iid="I3"/>
               <insr iid="I4"/>
               <email>alpers@niehs.nih.gov</email>
            </au>
            <au id="A5" ca="yes">
               <snm>Freedman</snm>
               <mi>H</mi>
               <fnm>Jonathan</fnm>
               <insr iid="I1"/>
               <insr iid="I2"/>
               <email>freedma1@niehs.nih.gov</email>
            </au>
         </aug>
         <insg>
            <ins id="I1">
               <p>Nicholas School of the Environment and Earth Sciences, Duke University, Durham, NC 27708, USA</p>
            </ins>
            <ins id="I2">
               <p>Laboratory of Molecular Toxicology, National Institute of Environmental Health Sciences, NIH, Research Triangle Park, NC 27709, USA</p>
            </ins>
            <ins id="I3">
               <p>Laboratory of Environmental Lung Disease, National Heart, Lung, and Blood Institute, Bethesda, MD 20892, USA</p>
            </ins>
            <ins id="I4">
               <p>Department of Medicine, Duke University Medical Center, Durham, NC 27707, USA</p>
            </ins>
         </insg>
         <source>Genome Biology</source>
         <issn>1465-6906</issn>
         <pubdate>2007</pubdate>
         <volume>8</volume>
         <issue>6</issue>
         <fpage>R122</fpage>
         <url>http://genomebiology.com/2007/8/6/R122</url>
         <xrefbib>
            <pubidlist>
               <pubid idtype="pmpid">17592649</pubid>
               <pubid idtype="doi">10.1186/gb-2007-8-6-r122</pubid>
            </pubidlist>
         </xrefbib>
      </bibl>
      <history>
         <rec>
            <date>
               <day>9</day>
               <month>3</month>
               <year>2007</year>
            </date>
         </rec>
         <revrec>
            <date>
               <day>22</day>
               <month>5</month>
               <year>2007</year>
            </date>
         </revrec>
         <acc>
            <date>
               <day>25</day>
               <month>6</month>
               <year>2007</year>
            </date>
         </acc>
         <pub>
            <date>
               <day>25</day>
               <month>06</month>
               <year>2007</year>
            </date>
         </pub>
      </history>
      <cpyrt>
         <year>2007</year>
         <collab>Cui et al.; licensee BioMed Central Ltd.</collab>
         <note>This is an open access article distributed under the terms of the Creative Commons Attribution License (<url>http://creativecommons.org/licenses/by/2.0</url>), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</note>
      </cpyrt>
      <shorttitle>
         <p>Profiling the response to cadmium</p>
      </shorttitle>
      <shortabs>
         <p>Global analysis of the transcriptional response to cadmium exposure in <it>Caenorhabditis elegans </it>reveals roles for genes involved in cellular trafficking, metabolic processes and proteolysis, and for the signaling protein KEL-8.</p>
      </shortabs>
      <abs>
         <sec>
            <st>
               <p>Abstract</p>
            </st>
            <sec>
               <st>
                  <p>Background</p>
               </st>
               <p>Exposure to cadmium is associated with a variety of human diseases. At low concentrations, cadmium activates the transcription of stress-responsive genes, which can prevent or repair the adverse effects caused by this metal.</p>
            </sec>
            <sec>
               <st>
                  <p>Results</p>
               </st>
               <p>Using <it>Caenorhabditis elegans</it>, 290 genes were identified that are differentially expressed (>1.5-fold) following a 4 or 24 hour exposure to cadmium. Several of these genes are known to be involved in metal detoxification, including <it>mtl-1</it>, <it>mtl-2</it>, <it>cdr-1 </it>and <it>ttm-1</it>, confirming the efficacy of the study. The majority, however, were not previously associated with metal-responsiveness and are novel. Gene Ontology analysis mapped these genes to cellular/ion trafficking, metabolic enzymes and proteolysis categories. RNA interference-mediated inhibition of 50 cadmium-responsive genes resulted in an increased sensitivity to cadmium toxicity, demonstrating that these genes are involved in the resistance to cadmium toxicity. Several functional protein interacting networks were identified by interactome analysis. Within one network, the signaling protein KEL-8 was identified. <it>Kel-8 </it>protects <it>C. elegans </it>from cadmium toxicity in a <it>mek</it>-1 (MAPKK)-dependent manner.</p>
            </sec>
            <sec>
               <st>
                  <p>Conclusion</p>
               </st>
               <p>Because many <it>C. elegans </it>genes and signal transduction pathways are evolutionarily conserved, these results may contribute to the understanding of the functional roles of various genes in cadmium toxicity in higher organisms.</p>
            </sec>
         </sec>
      </abs>
   </fm>
   <meta>
      <classifications>
         <classification type="BMC" subtype="man_spc_id" id="30010010">Genome studies</classification>
         <classification type="BMC" subtype="man_spc_id" id="30010015">Model organisms</classification>
         <classification type="BMC" subtype="man_spc_id" id="30010016">Molecular biology</classification>
      </classifications>
   </meta>
   <bdy>
      <sec>
         <st>
            <p>Background</p>
         </st>
         <p>Cadmium is a persistent environmental toxicant that is associated with a variety of human diseases. Target organs of cadmium toxicity include kidney, testis, liver, prostate, lung and tissues, including muscle, skin and bone. Cadmium has also been classified as a category 1 human carcinogen by the International Agency for Research on Cancer <abbrgrp><abbr bid="B1">1</abbr></abbrgrp>. In addition, cadmium exposure is associated with teratogenic responses, including fetal limb malformations, hydrocephalus, and cleft palate <abbrgrp><abbr bid="B2">2</abbr><abbr bid="B3">3</abbr><abbr bid="B4">4</abbr><abbr bid="B5">5</abbr></abbrgrp>.</p>
         <p>At low levels of exposure, the toxicological effects of cadmium are prevented by the activation of intracellular defense and repair systems, namely the stress response. Cadmium-induced expression of stress-responsive genes has been reported in a variety of species <abbrgrp><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></abbrgrp>. Cadmium can activate transcription of many stress-responsive genes, including those that encode metallothioneins, glutathione-S-transferases (GSTs) and heat shock proteins, all of which play important roles in the resistance to metal toxicity or cellular repair. The emergence of microarray technology has enabled genome-wide investigations of gene regulation, and the subsequent identification of genes that were not previously associated with responses to cadmium exposure. For example, treatment of HeLa cells with cadmium affected the expression of more than 50 genes, out of 7,075 genes that were examined <abbrgrp><abbr bid="B11">11</abbr></abbrgrp>. Exposure of the human T-cell line CCRF-CEM to cadmium altered the mRNA levels of more than 100 genes in a dose- and time-dependent manner <abbrgrp><abbr bid="B11">11</abbr><abbr bid="B12">12</abbr></abbrgrp>. The results obtained from these and other studies provide valuable knowledge on the ability of cadmium to alter gene expression <abbrgrp><abbr bid="B13">13</abbr><abbr bid="B14">14</abbr></abbrgrp>.</p>
         <p>In most cases, the relationship between cadmium-induced changes in mRNA levels and the biological consequence of the alteration has not been established. Only a few cadmium-responsive genes have been tested for a role in the resistance to cadmium toxicity. Mammalian metallothioneins and the <it>Caenorhabditis elegans cdr-1 </it>genes are highly cadmium-inducible. Inactivation of both MT-1 and MT-2, in MT-1/2 double knockout mice, or inhibition of <it>cdr-1 </it>by RNA interference (RNAi) in <it>C. elegans </it>results in hypersensitivity to cadmium <abbrgrp><abbr bid="B15">15</abbr><abbr bid="B16">16</abbr><abbr bid="B17">17</abbr></abbrgrp>. These results confirmed the important roles of these proteins in the defense against cadmium toxicity.</p>
         <p>In the present study, we utilized whole genome <it>C. elegans </it>DNA microarrays to monitor global changes in the nematode transcription profile following cadmium exposure. Bioinformatic analysis of Gene Ontology (GO) and protein interaction networks were used to identify potentially novel pathways involved in the cadmium defense response. The biological role of the cadmium-responsive genes and the cognate pathways in the defense against cadmium toxicity were studied by inhibition of gene expression using RNAi. Genes and pathways previously associated with cadmium exposure were identified, confirming the efficacy of the study. In addition, genes and pathways not previously associated with cadmium exposure were discovered.</p>
      </sec>
      <sec>
         <st>
            <p>Results</p>
         </st>
         <sec>
            <st>
               <p>Effects of cadmium on the transcription of stress-responsive genes</p>
            </st>
            <p>To determine the optimal conditions that affect cadmium-responsive transcription, quantitative real-time PCR (qRT-PCR) was performed to assess the effects of different cadmium concentrations and exposure times on the expression of selected stress-responsive genes. The level of expression of three <it>C. elegans </it>cadmium-responsive genes, <it>cdr-1</it>, <it>mtl-1 </it>and <it>mtl-2</it>, significantly increased at all cadmium concentrations following a 24 h exposure (Figure <figr fid="F1">1a</figr>). However, the levels of expression of the two general stress-responsive genes, <it>gst-38 </it>and <it>hsp-70</it>, were induced only at concentrations greater than 50 &#956;M (Figure <figr fid="F1">1a</figr>).</p>
            <fig id="F1">
               <title>
                  <p>Figure 1</p>
               </title>
               <caption>
                  <p>Effects of cadmium on the transcription of stress-responsive genes</p>
               </caption>
               <text>
                  <p>Effects of cadmium on the transcription of stress-responsive genes. Total RNA was extracted from non-treated or cadmium-treated <it>C. elegans</it>, and mRNA levels of cadmium-responsive (<it>cdr-1 </it>(triangle), <it>mtl-1 </it>(square), <it>mtl-2 </it>(circle)) and general stress-responsive (<it>gst-38 </it>(asterisk), <it>hsp-70 </it>(cross); T24H10.4 (diamond)) genes were measured with qRT-PCR. All measurements were normalized to the mRNA level of <it>mlc-2</it>. Fold change was normalized to the mRNA levels observed in non-exposed nematodes. Results were displayed in mean log<sub>2</sub>fold &#177; SE (<it>n </it>= 3). <b>(a) </b>The effect of cadmium concentration on mRNA levels following 24 h exposure. <b>(b) </b>The effect of exposure time on mRNA levels following exposure to 100 &#956;M cadmium.</p>
               </text>
               <graphic file="gb-2007-8-6-r122-1"/>
            </fig>
            <p>The time course of gene induction in response to 100 &#956;M cadmium was also examined. The expression of cadmium-responsive genes was maximally induced after only 4 h; in contrast, the general stress-responsive gene <it>gst-38 </it>reached its highest level of expression after 24 h (Figure <figr fid="F1">1b</figr>). The <it>C. elegans </it>homolog of human <it>jun</it>, T24H10.7, did not respond significantly to cadmium exposure. Based on these results, subsequent microarray experiments were performed using <it>C. elegans </it>exposed to 100 &#956;M cadmium for 4 and 24 h.</p>
         </sec>
         <sec>
            <st>
               <p>Microarray analysis of cadmium-responsive transcription</p>
            </st>
            <p>There were 37 and 95 genes significantly up-regulated after 4 h and 24 h exposures to cadmium, respectively; 6 genes were significantly down-regulated following a 24 h exposure (fold-change &#8805;2, <it>p </it>&lt; 10<sup>-6</sup>) (Table <tblr tid="T1">1</tblr>, Figure <figr fid="F2">2</figr>). The genes whose levels of expression significantly changed were clustered into three groups: group 1, early response genes; group 2, late response genes; and group 3, down-regulated genes. The early response group includes <it>cdr-1</it>, <it>mtl-1</it>, <it>mtl-2</it>, and phase I and phase II metabolism genes. The levels of expression from the microarray study of <it>cdr-1</it>, <it>mtl-1</it>, <it>mtl-2 </it>and <it>gst-38 </it>were consistent with the qRT-PCR results.</p>
            <tbl id="T1">
               <title>
                  <p>Table 1</p>
               </title>
               <caption>
                  <p>Genes whose expression changes following 4 h or 24 h cadmium exposure</p>
               </caption>
               <tblbdy cols="6">
                  <r>
                     <c ca="left">
                        <p>Gene name</p>
                     </c>
                     <c ca="left">
                        <p>CGC gene name</p>
                     </c>
                     <c cspan="2" ca="center">
                        <p>4 h exposure</p>
                     </c>
                     <c cspan="2" ca="center">
                        <p>24 h exposure</p>
                     </c>
                  </r>
                  <r>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c cspan="2">
                        <hr/>
                     </c>
                     <c cspan="2">
                        <hr/>
                     </c>
                  </r>
                  <r>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>Fold change</p>
                     </c>
                     <c ca="center">
                        <p><it>P </it>value</p>
                     </c>
                     <c ca="center">
                        <p>Fold change</p>
                     </c>
                     <c ca="center">
                        <p><it>P </it>value</p>
                     </c>
                  </r>
                  <r>
                     <c cspan="6">
                        <hr/>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>
                           <b>Up-regulated genes (early response group)</b>
                        </p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F35E8.11</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>cdr-1</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>73.4</p>
                     </c>
                     <c ca="center">
                        <p>1.00E-43</p>
                     </c>
                     <c ca="center">
                        <p>111.4</p>
                     </c>
                     <c ca="center">
                        <p>3.10E-43</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T08G5.10</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>mtl-2</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>28.7</p>
                     </c>
                     <c ca="center">
                        <p>1.70E-38</p>
                     </c>
                     <c ca="center">
                        <p>31.7</p>
                     </c>
                     <c ca="center">
                        <p>&lt;1.0E-43</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>K11G9.6</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>mtl-1</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>17.1</p>
                     </c>
                     <c ca="center">
                        <p>6.28E-40</p>
                     </c>
                     <c ca="center">
                        <p>15.0</p>
                     </c>
                     <c ca="center">
                        <p>4.71E-39</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>R04D3.1</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>cyp-14A4</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>14.9</p>
                     </c>
                     <c ca="center">
                        <p>5.32E-37</p>
                     </c>
                     <c ca="center">
                        <p>32.4</p>
                     </c>
                     <c ca="center">
                        <p>4.02E-34</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T26H2.5</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>10.1</p>
                     </c>
                     <c ca="center">
                        <p>6.57E-27</p>
                     </c>
                     <c ca="center">
                        <p>15.2</p>
                     </c>
                     <c ca="center">
                        <p>2.88E-38</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>Y46G5A.24</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>7.4</p>
                     </c>
                     <c ca="center">
                        <p>1.32E-37</p>
                     </c>
                     <c ca="center">
                        <p>18.3</p>
                     </c>
                     <c ca="center">
                        <p>6.16E-37</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F56A4.5</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>6.5</p>
                     </c>
                     <c ca="center">
                        <p>1.96E-29</p>
                     </c>
                     <c ca="center">
                        <p>11.8</p>
                     </c>
                     <c ca="center">
                        <p>1.32E-32</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T10B9.10</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>cyp-13A7</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>6.3</p>
                     </c>
                     <c ca="center">
                        <p>2.57E-26</p>
                     </c>
                     <c ca="center">
                        <p>6.9</p>
                     </c>
                     <c ca="center">
                        <p>4.00E-26</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>AC3.7</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>ugt-1</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>5.4</p>
                     </c>
                     <c ca="center">
                        <p>4.16E-42</p>
                     </c>
                     <c ca="center">
                        <p>8.2</p>
                     </c>
                     <c ca="center">
                        <p>3.46E-37</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F41B5.2</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>cyp-33C7</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>5.3</p>
                     </c>
                     <c ca="center">
                        <p>6.86E-30</p>
                     </c>
                     <c ca="center">
                        <p>6.9</p>
                     </c>
                     <c ca="center">
                        <p>5.18E-42</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T08G5.1</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>4.9</p>
                     </c>
                     <c ca="center">
                        <p>1.20E-27</p>
                     </c>
                     <c ca="center">
                        <p>6.8</p>
                     </c>
                     <c ca="center">
                        <p>4.04E-32</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T16G1.6</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>4.5</p>
                     </c>
                     <c ca="center">
                        <p>1.16E-41</p>
                     </c>
                     <c ca="center">
                        <p>6.1</p>
                     </c>
                     <c ca="center">
                        <p>3.91E-36</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T10B9.1</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>cyp-13A4</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>4.3</p>
                     </c>
                     <c ca="center">
                        <p>6.38E-40</p>
                     </c>
                     <c ca="center">
                        <p>7.1</p>
                     </c>
                     <c ca="center">
                        <p>1.12E-35</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F28D1.3</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>thn-1</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>4.0</p>
                     </c>
                     <c ca="center">
                        <p>7.88E-34</p>
                     </c>
                     <c ca="center">
                        <p>9.9</p>
                     </c>
                     <c ca="center">
                        <p>1.50E-42</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F53C3.12</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>3.9</p>
                     </c>
                     <c ca="center">
                        <p>1.07E-31</p>
                     </c>
                     <c ca="center">
                        <p>5.7</p>
                     </c>
                     <c ca="center">
                        <p>2.12E-40</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C02A12.1</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>gst-33</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>3.8</p>
                     </c>
                     <c ca="center">
                        <p>2.57E-33</p>
                     </c>
                     <c ca="center">
                        <p>7.8</p>
                     </c>
                     <c ca="center">
                        <p>2.15E-33</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>Y59E9AR.4</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>thn-5</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>3.7</p>
                     </c>
                     <c ca="center">
                        <p>2.50E-35</p>
                     </c>
                     <c ca="center">
                        <p>8.5</p>
                     </c>
                     <c ca="center">
                        <p>4.87E-42</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F28D1.4</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>thn-3</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>3.6</p>
                     </c>
                     <c ca="center">
                        <p>2.69E-23</p>
                     </c>
                     <c ca="center">
                        <p>14.3</p>
                     </c>
                     <c ca="center">
                        <p>6.80E-33</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>Y39B6A.24</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>3.4</p>
                     </c>
                     <c ca="center">
                        <p>7.06E-31</p>
                     </c>
                     <c ca="center">
                        <p>11.4</p>
                     </c>
                     <c ca="center">
                        <p>4.48E-42</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F28D1.5</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>thn-2</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>3.4</p>
                     </c>
                     <c ca="center">
                        <p>3.45E-30</p>
                     </c>
                     <c ca="center">
                        <p>3.7</p>
                     </c>
                     <c ca="center">
                        <p>3.51E-35</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T18D3.3</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>3.3</p>
                     </c>
                     <c ca="center">
                        <p>2.18E-31</p>
                     </c>
                     <c ca="center">
                        <p>4.3</p>
                     </c>
                     <c ca="center">
                        <p>1.45E-35</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T16G1.5</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>3.0</p>
                     </c>
                     <c ca="center">
                        <p>1.65E-30</p>
                     </c>
                     <c ca="center">
                        <p>2.2</p>
                     </c>
                     <c ca="center">
                        <p>1.02E-29</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T10B9.2</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>cyp-13A5</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>2.9</p>
                     </c>
                     <c ca="center">
                        <p>3.11E-36</p>
                     </c>
                     <c ca="center">
                        <p>4.4</p>
                     </c>
                     <c ca="center">
                        <p>1.22E-34</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C17H1.3</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.7</p>
                     </c>
                     <c ca="center">
                        <p>5.00E-17</p>
                     </c>
                     <c ca="center">
                        <p>4.0</p>
                     </c>
                     <c ca="center">
                        <p>7.58E-25</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>Y40B10A.6</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.6</p>
                     </c>
                     <c ca="center">
                        <p>2.99E-20</p>
                     </c>
                     <c ca="center">
                        <p>3.8</p>
                     </c>
                     <c ca="center">
                        <p>6.72E-23</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>Y40B10A.7</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.4</p>
                     </c>
                     <c ca="center">
                        <p>1.41E-20</p>
                     </c>
                     <c ca="center">
                        <p>3.5</p>
                     </c>
                     <c ca="center">
                        <p>1.59E-22</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C27H5.4</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.4</p>
                     </c>
                     <c ca="center">
                        <p>1.90E-27</p>
                     </c>
                     <c ca="center">
                        <p>4.1</p>
                     </c>
                     <c ca="center">
                        <p>1.52E-32</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F26F2.3</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.4</p>
                     </c>
                     <c ca="center">
                        <p>1.77E-14</p>
                     </c>
                     <c ca="center">
                        <p>2.7</p>
                     </c>
                     <c ca="center">
                        <p>1.66E-19</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F49F1.6</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.4</p>
                     </c>
                     <c ca="center">
                        <p>6.64E-33</p>
                     </c>
                     <c ca="center">
                        <p>3.4</p>
                     </c>
                     <c ca="center">
                        <p>2.19E-38</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F45D11.4</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.3</p>
                     </c>
                     <c ca="center">
                        <p>1.52E-22</p>
                     </c>
                     <c ca="center">
                        <p>3.3</p>
                     </c>
                     <c ca="center">
                        <p>6.57E-31</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F49F1.7</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.2</p>
                     </c>
                     <c ca="center">
                        <p>2.93E-20</p>
                     </c>
                     <c ca="center">
                        <p>2.8</p>
                     </c>
                     <c ca="center">
                        <p>6.66E-24</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>E02A10.2</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>grl-23</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>2.1</p>
                     </c>
                     <c ca="center">
                        <p>2.47E-07</p>
                     </c>
                     <c ca="center">
                        <p>2.6</p>
                     </c>
                     <c ca="center">
                        <p>3.93E-19</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>K04A8.5</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.1</p>
                     </c>
                     <c ca="center">
                        <p>1.04E-25</p>
                     </c>
                     <c ca="center">
                        <p>3.0</p>
                     </c>
                     <c ca="center">
                        <p>2.50E-23</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>W01A11.1</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.1</p>
                     </c>
                     <c ca="center">
                        <p>2.01E-28</p>
                     </c>
                     <c ca="center">
                        <p>2.3</p>
                     </c>
                     <c ca="center">
                        <p>1.28E-31</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F45D11.14</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.1</p>
                     </c>
                     <c ca="center">
                        <p>9.71E-09</p>
                     </c>
                     <c ca="center">
                        <p>2.6</p>
                     </c>
                     <c ca="center">
                        <p>2.43E-14</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F37B1.8</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>gst-19</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>2.0</p>
                     </c>
                     <c ca="center">
                        <p>8.18E-24</p>
                     </c>
                     <c ca="center">
                        <p>2.7</p>
                     </c>
                     <c ca="center">
                        <p>2.40E-27</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C31A11.5</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.0</p>
                     </c>
                     <c ca="center">
                        <p>7.33E-24</p>
                     </c>
                     <c ca="center">
                        <p>1.7</p>
                     </c>
                     <c ca="center">
                        <p>3.35E-18</p>
                     </c>
                  </r>
                  <r>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>
                           <b>Up-regulated genes (late response group)</b>
                        </p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F08F8.5</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>7.1</p>
                     </c>
                     <c ca="center">
                        <p>1.06E-28</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>B0507.8</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.8</p>
                     </c>
                     <c ca="center">
                        <p>4.14E-09</p>
                     </c>
                     <c ca="center">
                        <p>5.6</p>
                     </c>
                     <c ca="center">
                        <p>2.51E-32</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C08E3.6</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>5.2</p>
                     </c>
                     <c ca="center">
                        <p>2.02E-27</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F35E8.8</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>gst-38</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>1.6</p>
                     </c>
                     <c ca="center">
                        <p>3.05E-20</p>
                     </c>
                     <c ca="center">
                        <p>5.0</p>
                     </c>
                     <c ca="center">
                        <p>1.41E-28</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C31B8.4</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.8</p>
                     </c>
                     <c ca="center">
                        <p>5.34E-09</p>
                     </c>
                     <c ca="center">
                        <p>4.3</p>
                     </c>
                     <c ca="center">
                        <p>2.57E-37</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C17H1.8</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>4.0</p>
                     </c>
                     <c ca="center">
                        <p>5.83E-19</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T01C3.4</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.6</p>
                     </c>
                     <c ca="center">
                        <p>3.18E-07</p>
                     </c>
                     <c ca="center">
                        <p>3.7</p>
                     </c>
                     <c ca="center">
                        <p>3.88E-32</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F15E11.12</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>3.4</p>
                     </c>
                     <c ca="center">
                        <p>1.88E-10</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>W08A12.4</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.6</p>
                     </c>
                     <c ca="center">
                        <p>2.66E-12</p>
                     </c>
                     <c ca="center">
                        <p>3.3</p>
                     </c>
                     <c ca="center">
                        <p>2.54E-27</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F48C1.9</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>3.3</p>
                     </c>
                     <c ca="center">
                        <p>2.97E-14</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>R05D8.9</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.8</p>
                     </c>
                     <c ca="center">
                        <p>9.43E-18</p>
                     </c>
                     <c ca="center">
                        <p>3.2</p>
                     </c>
                     <c ca="center">
                        <p>4.16E-25</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>ZC196.6</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>3.0</p>
                     </c>
                     <c ca="center">
                        <p>1.18E-26</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C08E3.10</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.6</p>
                     </c>
                     <c ca="center">
                        <p>2.44E-08</p>
                     </c>
                     <c ca="center">
                        <p>3.0</p>
                     </c>
                     <c ca="center">
                        <p>1.58E-30</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>Y73C8C.2</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.8</p>
                     </c>
                     <c ca="center">
                        <p>1.45E-22</p>
                     </c>
                     <c ca="center">
                        <p>3.0</p>
                     </c>
                     <c ca="center">
                        <p>3.27E-28</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T08E11.1</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.9</p>
                     </c>
                     <c ca="center">
                        <p>5.78E-24</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C54D10.8</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.9</p>
                     </c>
                     <c ca="center">
                        <p>3.96E-24</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C17H1.4</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.9</p>
                     </c>
                     <c ca="center">
                        <p>5.74E-21</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>Y39G8B.7</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.8</p>
                     </c>
                     <c ca="center">
                        <p>1.55E-26</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C45G7.3</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.8</p>
                     </c>
                     <c ca="center">
                        <p>7.31E-23</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F15B9.6</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.5</p>
                     </c>
                     <c ca="center">
                        <p>2.29E-17</p>
                     </c>
                     <c ca="center">
                        <p>2.7</p>
                     </c>
                     <c ca="center">
                        <p>4.03E-33</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>ZK742.3</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.5</p>
                     </c>
                     <c ca="center">
                        <p>9.27E-14</p>
                     </c>
                     <c ca="center">
                        <p>2.7</p>
                     </c>
                     <c ca="center">
                        <p>1.04E-24</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C17H1.9</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.7</p>
                     </c>
                     <c ca="center">
                        <p>8.10E-18</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T07D10.4</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>clec-15</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>1.7</p>
                     </c>
                     <c ca="center">
                        <p>6.03E-10</p>
                     </c>
                     <c ca="center">
                        <p>2.6</p>
                     </c>
                     <c ca="center">
                        <p>1.51E-22</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C08E3.1</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.4</p>
                     </c>
                     <c ca="center">
                        <p>1.12E-19</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F37B1.1</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>gst-24</it>
                        </p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.4</p>
                     </c>
                     <c ca="center">
                        <p>1.02E-18</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T10B9.3</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>cyp-13A6</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>1.9</p>
                     </c>
                     <c ca="center">
                        <p>2.08E-25</p>
                     </c>
                     <c ca="center">
                        <p>2.4</p>
                     </c>
                     <c ca="center">
                        <p>5.68E-25</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C47A10.1</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>pgp-9</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>1.8</p>
                     </c>
                     <c ca="center">
                        <p>1.09E-20</p>
                     </c>
                     <c ca="center">
                        <p>2.3</p>
                     </c>
                     <c ca="center">
                        <p>3.32E-21</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F42C5.3</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.6</p>
                     </c>
                     <c ca="center">
                        <p>1.37E-11</p>
                     </c>
                     <c ca="center">
                        <p>2.3</p>
                     </c>
                     <c ca="center">
                        <p>3.76E-20</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>B0024.4</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.3</p>
                     </c>
                     <c ca="center">
                        <p>9.01E-17</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>B0507.10</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.3</p>
                     </c>
                     <c ca="center">
                        <p>2.11E-23</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>Y105C5A.12</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.3</p>
                     </c>
                     <c ca="center">
                        <p>1.06E-19</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T27E4.2</p>
                     </c>
                     <c ca="left">
                        <p><it>hsp-16</it>.<it>11</it></p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.3</p>
                     </c>
                     <c ca="center">
                        <p>9.06E-30</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>ZK643.8</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>grl-25</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>1.8</p>
                     </c>
                     <c ca="center">
                        <p>7.23E-07</p>
                     </c>
                     <c ca="center">
                        <p>2.2</p>
                     </c>
                     <c ca="center">
                        <p>2.62E-19</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F15E6.8</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.2</p>
                     </c>
                     <c ca="center">
                        <p>8.03E-23</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F13H6.3</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.7</p>
                     </c>
                     <c ca="center">
                        <p>3.31E-25</p>
                     </c>
                     <c ca="center">
                        <p>2.2</p>
                     </c>
                     <c ca="center">
                        <p>6.26E-31</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>K02E2.7</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.2</p>
                     </c>
                     <c ca="center">
                        <p>1.25E-22</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F57B9.3</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.2</p>
                     </c>
                     <c ca="center">
                        <p>1.18E-19</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>Y19D10B.7</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.2</p>
                     </c>
                     <c ca="center">
                        <p>2.44E-13</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F49H6.5</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.5</p>
                     </c>
                     <c ca="center">
                        <p>1.18E-09</p>
                     </c>
                     <c ca="center">
                        <p>2.2</p>
                     </c>
                     <c ca="center">
                        <p>1.19E-16</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C29F7.1</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.9</p>
                     </c>
                     <c ca="center">
                        <p>2.15E-24</p>
                     </c>
                     <c ca="center">
                        <p>2.2</p>
                     </c>
                     <c ca="center">
                        <p>3.55E-30</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F44E7.5</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.5</p>
                     </c>
                     <c ca="center">
                        <p>6.49E-21</p>
                     </c>
                     <c ca="center">
                        <p>2.2</p>
                     </c>
                     <c ca="center">
                        <p>3.59E-29</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>M88.1</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>ugt-62</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>1.6</p>
                     </c>
                     <c ca="center">
                        <p>1.06E-23</p>
                     </c>
                     <c ca="center">
                        <p>2.2</p>
                     </c>
                     <c ca="center">
                        <p>2.78E-34</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F53H2.1</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.2</p>
                     </c>
                     <c ca="center">
                        <p>2.47E-23</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>B0284.2</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.1</p>
                     </c>
                     <c ca="center">
                        <p>5.41E-26</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C54D10.7</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.1</p>
                     </c>
                     <c ca="center">
                        <p>2.83E-21</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F56C3.9</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.5</p>
                     </c>
                     <c ca="center">
                        <p>3.21E-13</p>
                     </c>
                     <c ca="center">
                        <p>2.1</p>
                     </c>
                     <c ca="center">
                        <p>4.20E-23</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T27F6.2</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>clec-12</it>
                        </p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.1</p>
                     </c>
                     <c ca="center">
                        <p>1.45E-18</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>D2023.7</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>col-158</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>1.8</p>
                     </c>
                     <c ca="center">
                        <p>6.26E-07</p>
                     </c>
                     <c ca="center">
                        <p>2.1</p>
                     </c>
                     <c ca="center">
                        <p>6.44E-15</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>C29F7.2</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.1</p>
                     </c>
                     <c ca="center">
                        <p>1.41E-30</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T12D8.5</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.1</p>
                     </c>
                     <c ca="center">
                        <p>5.12E-22</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F41B5.3</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>cyp-33C5</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>1.6</p>
                     </c>
                     <c ca="center">
                        <p>8.21E-20</p>
                     </c>
                     <c ca="center">
                        <p>2.1</p>
                     </c>
                     <c ca="center">
                        <p>1.21E-24</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F15A4.8</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.0</p>
                     </c>
                     <c ca="center">
                        <p>2.08E-22</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>T28D9.3</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.7</p>
                     </c>
                     <c ca="center">
                        <p>3.40E-24</p>
                     </c>
                     <c ca="center">
                        <p>2.0</p>
                     </c>
                     <c ca="center">
                        <p>7.68E-30</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F09B9.1</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.7</p>
                     </c>
                     <c ca="center">
                        <p>8.66E-20</p>
                     </c>
                     <c ca="center">
                        <p>2.0</p>
                     </c>
                     <c ca="center">
                        <p>1.63E-32</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>Y75B8A.28</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.0</p>
                     </c>
                     <c ca="center">
                        <p>3.06E-20</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F15E11.1</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.0</p>
                     </c>
                     <c ca="center">
                        <p>3.41E-11</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>B0284.4</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.0</p>
                     </c>
                     <c ca="center">
                        <p>4.57E-13</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F47H4.10</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>skr-5</it>
                        </p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.0</p>
                     </c>
                     <c ca="center">
                        <p>2.15E-28</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>K09D9.1</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.0</p>
                     </c>
                     <c ca="center">
                        <p>3.55E-22</p>
                     </c>
                  </r>
                  <r>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>
                           <b>Down-regulated genes</b>
                        </p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>ZK816.5</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>dhs-26</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>1.5</p>
                     </c>
                     <c ca="center">
                        <p>1.16E-10</p>
                     </c>
                     <c ca="center">
                        <p>2.3</p>
                     </c>
                     <c ca="center">
                        <p>3.77E-11</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F58B3.3</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>lys-6</it>
                        </p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.4</p>
                     </c>
                     <c ca="center">
                        <p>1.35E-17</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F58B3.1</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>lys-4</it>
                        </p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.3</p>
                     </c>
                     <c ca="center">
                        <p>3.80E-18</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>F58B3.2</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>lys-5</it>
                        </p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.1</p>
                     </c>
                     <c ca="center">
                        <p>3.93E-18</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>Y48E1B.8</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.0</p>
                     </c>
                     <c ca="center">
                        <p>1.01E-15</p>
                     </c>
                  </r>
                  <r>
                     <c indent="1" ca="left">
                        <p>Y39G10AR.6</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>ugt-31</it>
                        </p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>2.0</p>
                     </c>
                     <c ca="center">
                        <p>5.16E-18</p>
                     </c>
                  </r>
               </tblbdy>
            </tbl>
            <fig id="F2">
               <title>
                  <p>Figure 2</p>
               </title>
               <caption>
                  <p>Heat map of cadmium-responsive genes</p>
               </caption>
               <text>
                  <p>Heat map of cadmium-responsive genes. Cadmium responsive genes (&#8805;2-fold) based on decreased expression (blue) or increased expression (orange) relative to non-treated <it>C. elegans</it>. Brighter shades of color correspond to greater fold changes in expression.</p>
               </text>
               <graphic file="gb-2007-8-6-r122-2"/>
            </fig>
            <p>Microarray results were analyzed to identify the biological processes and molecular functions that are affected by cadmium exposure. To extend the scope of the analysis, 290 genes, whose expression levels were changed by cadmium by at least 1.5-fold (<it>p </it>&lt; 0.001) following either 4 h or 24 h exposure, were used in the analysis (237 up-regulated and 53 down-regulated; Additional data file 2). Gene Ontology analysis indicated that <it>C. elegans </it>metabolic and localization pathways, which regulate establishment of localization and transportation of different chemical species (especially metal ions), were significantly enriched (<it>p </it>&lt; 0.05) with up-regulated genes following the 4 h exposure (Figure <figr fid="F3">3</figr>, Additional data file 3). After a 24 h exposure, metabolic and localization pathways were enriched with both up- and down-regulated genes. Additional pathways that were overpopulated with down-regulated genes included fatty acid metabolism, cellular lipid metabolism and cell wall catabolism. Proteolysis pathways were enriched with up-regulated genes following a 24 h exposure, suggesting that increased protein degradation may occur after prolonged exposure to cadmium. The molecular functions enriched with over-expressed genes after both 4 h and 24 h exposures were catalytic activity and binding activities to many ion species, which agrees well with the results of the biological processes analysis (Figure <figr fid="F3">3</figr>, Additional data file 4).</p>
            <fig id="F3">
               <title>
                  <p>Figure 3</p>
               </title>
               <caption>
                  <p>Biological processes and molecular functions enriched with cadmium-responsive genes</p>
               </caption>
               <text>
                  <p>Biological processes and molecular functions enriched with cadmium-responsive genes. We used 286 genes that were significantly changed following a 24 h exposure to 100 &#956;M cadmium and 86 genes that were significantly changed following a 4 h exposure in the GO analysis. GO terms with <it>p </it>&lt; 0.05, and &#8805;4 changed genes in at least one of four conditions (up or down regulated after 4 or 24 h cadmium exposures) are displayed (Additional data files 3 and 4). The brighter the color, the more significant the enrichment of the pathway.</p>
               </text>
               <graphic file="gb-2007-8-6-r122-3"/>
            </fig>
            <p>Although GO analysis provides an overall understanding of the global transcription profile, current <it>C. elegans </it>GO data are not sufficient to predict the functions of all of the cadmium-responsive genes. Several <it>C. elegans </it>cadmium-regulated genes have been mapped to known metabolic pathways in the Kyoto Encyclopedia of Genes and Genomes (KEGG) database <abbrgrp><abbr bid="B18">18</abbr></abbrgrp> (Table <tblr tid="T2">2</tblr>). Among these are four cytochrome P450 genes, which are involved in metabolism of both endogenous and exogenous compounds; gene W01A11.1, which is involved in degradation of tetrachloraethene; and <it>gst-38</it>, which is involved in phase II metabolism. The majority of the cadmium-responsive genes, however, are novel and have not been assigned GO categories or mapped to biochemical pathways. Of the 290 genes whose expression significantly changed following a 24 h cadmium exposure, only 83 (29%) have been assigned biological process GO terms. Similarly, only 109 (38%) of the genes following a 24 h exposure have been assigned molecular function GO terms (Additional data file 1).</p>
            <tbl id="T2">
               <title>
                  <p>Table 2</p>
               </title>
               <caption>
                  <p>KEGG pathways for cadmium-responsive genes</p>
               </caption>
               <tblbdy cols="3">
                  <r>
                     <c ca="left">
                        <p>Gene name</p>
                     </c>
                     <c ca="left">
                        <p>Description</p>
                     </c>
                     <c ca="left">
                        <p>KEGG pathway</p>
                     </c>
                  </r>
                  <r>
                     <c cspan="3">
                        <hr/>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>T01B9.1</p>
                     </c>
                     <c ca="left">
                        <p><it>cyp-13A4</it>*</p>
                     </c>
                     <c ca="left">
                        <p>Ascorbate and aldarate metabolism</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>T01B9.2</p>
                     </c>
                     <c ca="left">
                        <p><it>cyp-13A5</it>*</p>
                     </c>
                     <c ca="left">
                        <p>Stilbene, coumarine and lignin biosynthesis</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>T01B9.3</p>
                     </c>
                     <c ca="left">
                        <p><it>ccp-13A6</it>*</p>
                     </c>
                     <c ca="left">
                        <p>Gamma-hexachlorocycloheane degradation</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>T01B9.10</p>
                     </c>
                     <c ca="left">
                        <p><it>cyp-13A7</it>*</p>
                     </c>
                     <c ca="left">
                        <p>Limonene and ponene degradation Fluorene degradation</p>
                     </c>
                  </r>
                  <r>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>W01A11.1</p>
                     </c>
                     <c ca="left">
                        <p>Predicted hydrolases or acyltransferases</p>
                     </c>
                     <c ca="left">
                        <p>Tetrachloraethene degradation</p>
                     </c>
                  </r>
                  <r>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>F35E8.8</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>gst-38</it>
                        </p>
                     </c>
                     <c ca="left">
                        <p>Glutathione metabolism</p>
                     </c>
                  </r>
               </tblbdy>
               <tblfn>
                  <p>*Each of the <it>cyp </it>genes is found in each of the KEGG pathways listed in the right column.</p>
               </tblfn>
            </tbl>
         </sec>
         <sec>
            <st>
               <p>Functional analysis of cadmium-responsive genes using RNA interference</p>
            </st>
            <p>Of the 53 down-regulated genes (&#8805;1.5-fold), 8 have previously reported RNAi phenotypes, including embryonic lethality, slow growth, larval growth arrest, and sterility (Table <tblr tid="T3">3</tblr>). This suggests that the suppression of the expression of these genes by cadmium may adversely effect embryonic development, growth or reproduction. Several of the up-regulated genes also have previously reported phenotypes, such as F57B9.3 (embryonic lethal, larval arrest) and <it>cyp-13A4 </it>(locomotion abnormal, slow growth) <abbrgrp><abbr bid="B19">19</abbr></abbrgrp>. The biological consequence of changes in expression of the majority of the genes, and their roles in the defense against cadmium toxicity, however, are unknown. To investigate the relationship between cadmium-induced gene expression and resistance to cadmium toxicity, the effects of inhibiting the expression of the cadmium-responsive genes in the presence or absence of cadmium on <it>C. elegans </it>growth were determined.</p>
            <tbl id="T3">
               <title>
                  <p>Table 3</p>
               </title>
               <caption>
                  <p>Published RNAi phenotypes of down-regulated genes</p>
               </caption>
               <tblbdy cols="5">
                  <r>
                     <c ca="left">
                        <p>Target gene name</p>
                     </c>
                     <c ca="left">
                        <p>Description</p>
                     </c>
                     <c ca="center">
                        <p>24 h fold change</p>
                     </c>
                     <c ca="left">
                        <p>RNAi phenotype*</p>
                     </c>
                     <c ca="center">
                        <p>Reference</p>
                     </c>
                  </r>
                  <r>
                     <c cspan="5">
                        <hr/>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>F09F7.4</p>
                     </c>
                     <c ca="left">
                        <p>Enoyl-CoA hydratase</p>
                     </c>
                     <c ca="center">
                        <p>1.8</p>
                     </c>
                     <c ca="left">
                        <p>Emb</p>
                     </c>
                     <c ca="center">
                        <p>[61]</p>
                     </c>
                  </r>
                  <r>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="left">
                        <p>Gro</p>
                     </c>
                     <c ca="center">
                        <p>[19]</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>F22A3.6</p>
                     </c>
                     <c ca="left">
                        <p>Unknown</p>
                     </c>
                     <c ca="center">
                        <p>1.8</p>
                     </c>
                     <c ca="left">
                        <p>Emb</p>
                     </c>
                     <c ca="center">
                        <p>[62]</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>T15B7.1</p>
                     </c>
                     <c ca="left">
                        <p>Ficolin and related extracellular proteins</p>
                     </c>
                     <c ca="center">
                        <p>1.7</p>
                     </c>
                     <c ca="left">
                        <p>Emb</p>
                     </c>
                     <c ca="center">
                        <p>[63]</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>F52B11.4</p>
                     </c>
                     <c ca="left">
                        <p>Collagen (<it>col-133</it>)</p>
                     </c>
                     <c ca="center">
                        <p>1.7</p>
                     </c>
                     <c ca="left">
                        <p>Emb, Gro, Rup</p>
                     </c>
                     <c ca="center">
                        <p>[19]</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>R11G11.14</p>
                     </c>
                     <c ca="left">
                        <p>Triglyceride lipase-cholesterol esterase</p>
                     </c>
                     <c ca="center">
                        <p>1.6</p>
                     </c>
                     <c ca="left">
                        <p>Him</p>
                     </c>
                     <c ca="center">
                        <p>[64]</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>C55B7.4</p>
                     </c>
                     <c ca="left">
                        <p>Acyl CoA dehydrogenase (<it>acdh-1</it>)</p>
                     </c>
                     <c ca="center">
                        <p>1.5</p>
                     </c>
                     <c ca="left">
                        <p>Age</p>
                     </c>
                     <c ca="center">
                        <p>[65]</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>C25G4.6</p>
                     </c>
                     <c ca="left">
                        <p>Unknown</p>
                     </c>
                     <c ca="center">
                        <p>1.5</p>
                     </c>
                     <c ca="left">
                        <p>Ste</p>
                     </c>
                     <c ca="center">
                        <p>[66]</p>
                     </c>
                  </r>
                  <r>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="left">
                        <p>Lva, Pvl, Stp</p>
                     </c>
                     <c ca="center">
                        <p>[67]</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>T04A8.5</p>
                     </c>
                     <c ca="left">
                        <p>Glutamine phosphoribosylpyrophosphate amidotransferase</p>
                     </c>
                     <c ca="center">
                        <p>1.5</p>
                     </c>
                     <c ca="left">
                        <p>Larval lethal-early (L1/L2), WT</p>
                     </c>
                     <c ca="center">
                        <p>[61]</p>
                     </c>
                  </r>
                  <r>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="left">
                        <p>Lva</p>
                     </c>
                     <c ca="center">
                        <p>[63]</p>
                     </c>
                  </r>
               </tblbdy>
               <tblfn>
                  <p>*The phenotypes are: Age, ageing alteration; Emb, abnormal embroygenesis; Gro, abnormal growth rate; Him, high incidence of males; Lva, larval arrest; Pvl, protruding vulva; Rup, exploded through vulva; Ste, sterile; Stp, sterile progeny; WT, wild type.</p>
               </tblfn>
            </tbl>
            <p>The expression of 92 cadmium-responsive genes, which were induced by cadmium (&#8805;1.5-fold), was inhibited by RNAi in the presence of four different cadmium concentrations in an <it>mtl-2 </it>null background. In RNAi control animals, slow growth and uncoordinated movement were observed after cadmium exposure. Morphological changes (protruding vulva, multivulva) were occasionally observed at higher cadmium concentrations (100 and 200 &#956;M). Lethality was not observed under any experimental condition. RNAi-mediated inhibition of 50 of the 92 genes tested resulted in slower growth in the presence of cadmium, compared to the RNAi control in the same treatment group (visual observation under microscope; Additional data file 5). The only gene that exhibited a morphological phenotype when inhibited by RNAi in the absence of cadmium was F57B9.3, which encodes a translation initiation related protein. As described previously <abbrgrp><abbr bid="B19">19</abbr><abbr bid="B20">20</abbr></abbrgrp>, inhibition of F57B9.3 caused embryonic lethality and L1 larval arrest.</p>
            <p>To confirm and quantify the effect of the 50 cadmium-responsive genes that affected nematode growth in the presence of cadmium, we repeated the RNAi-mediated inhibition of these genes in the presence of 100 &#956;M cadmium and measured nematode body length (as a measure of growth/development) using the COPAS Biosort <abbrgrp><abbr bid="B21">21</abbr></abbrgrp>. Inhibiting the expression of these genes resulted in different degrees of slow growth in the presence of cadmium, compared to the RNAi control in the same cadmium treatment group (Figure <figr fid="F4">4</figr>, Additional data file 6). Based on the changes in cadmium sensitivity caused by RNAi, the genes were grouped into three classes, strong, medium and weak protective effects against cadmium toxicity (Additional data file 6). Several of the genes in the strong and medium category (<it>cdr-1</it>, <it>ttm-1</it>, <it>mtl-2</it>, and <it>mtl-1</it>) have been previously reported to be involved in cadmium detoxification <abbrgrp><abbr bid="B17">17</abbr><abbr bid="B22">22</abbr><abbr bid="B23">23</abbr></abbrgrp>. However, the majority of the genes have not been shown to be involved in resistance to metal toxicity. GO molecular function analysis indicated that many of these genes have metal ion binding and catalytic activities (Table <tblr tid="T4">4</tblr>).</p>
            <fig id="F4">
               <title>
                  <p>Figure 4</p>
               </title>
               <caption>
                  <p>Effect of gene inhibition on <it>C. elegans </it>growth</p>
               </caption>
               <text>
                  <p>Effect of gene inhibition on <it>C. elegans </it>growth. The expression of target genes was inhibited using RNAi in the absence (upper panel) and presence (lower panel) of 100 &#956;M cadmium. <it>mtl-2 </it>(gk125) mutant nematodes were grown on test plates for three days before collection (RNAi of gene <it>mtl-2 </it>was conducted using an <it>mtl-1 </it>null strain, <it>mtl-1 </it>(tm1770)). <it>C. elegans </it>body length, a measure of growth/development, was normalized to the mean body length in the RNAi control group under identical cadmium exposure conditions. Results are displayed as mean normalized body length &#177; SE (<it>n </it>= 200-500 nematodes).</p>
               </text>
               <graphic file="gb-2007-8-6-r122-4"/>
            </fig>
            <tbl id="T4">
               <title>
                  <p>Table 4</p>
               </title>
               <caption>
                  <p>Gene Ontology molecular functions of genes related to cadmium sensitivity</p>
               </caption>
               <tblbdy cols="2">
                  <r>
                     <c ca="left">
                        <p>GO molecular function</p>
                     </c>
                     <c ca="left">
                        <p>Cadmium sensitivity genes</p>
                     </c>
                  </r>
                  <r>
                     <c cspan="2">
                        <hr/>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>Iron ion binding</p>
                     </c>
                     <c ca="left">
                        <p>T10B9.1 F41B5.2 F41B5.3 T10B9.3 F49H6.5</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>Calcium ion binding</p>
                     </c>
                     <c ca="left">
                        <p>T08G5.10</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>Zinc ion binding</p>
                     </c>
                     <c ca="left">
                        <p>T26H2.5</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>Sugar binding</p>
                     </c>
                     <c ca="left">
                        <p>T27F6.2 Y73C8C.2</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>Monooxygenase activity</p>
                     </c>
                     <c ca="left">
                        <p>T10B9.1 F41B5.2 F41B5.3 T10B9.3</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>Transferase activity, transferring hexosyl groups</p>
                     </c>
                     <c ca="left">
                        <p>M88.1</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>Transferase activity, transferring acyl groups</p>
                     </c>
                     <c ca="left">
                        <p>F09B9.1</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>Methyltransferase activity</p>
                     </c>
                     <c ca="left">
                        <p>Y40B10A.7</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>Carboxylic ester hydrolase activity</p>
                     </c>
                     <c ca="left">
                        <p>K04A8.5 T08G5.10</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>Epoxide hydrolase activity</p>
                     </c>
                     <c ca="left">
                        <p>W01A11.1</p>
                     </c>
                  </r>
               </tblbdy>
            </tbl>
            <p>The genes that had the strongest protective effects against cadmium toxicity in the growth assay were also examined for an effect on <it>C. elegans </it>reproduction. RNAi of <it>cyp-13A4 </it>or <it>thn-1 </it>resulted in a significant decrease in the number of <it>C. elegans </it>offspring when nematodes were exposed to cadmium, compared to the RNAi control in the same cadmium treatment group. RNAi did not significantly affect reproduction in the remainder of the tested genes (Table <tblr tid="T5">5</tblr>).</p>
            <tbl id="T5">
               <title>
                  <p>Table 5</p>
               </title>
               <caption>
                  <p>Effects of RNAi and cadmium on <it>C. elegans </it>reproduction</p>
               </caption>
               <tblbdy cols="6">
                  <r>
                     <c ca="left">
                        <p>Target gene</p>
                     </c>
                     <c ca="left">
                        <p>CGC gene name</p>
                     </c>
                     <c ca="center">
                        <p>Reproduction rate (minus cadmium)*</p>
                     </c>
                     <c ca="center">
                        <p>Reproduction rate (plus cadmium)*</p>
                     </c>
                     <c ca="center">
                        <p>Diff. of medians</p>
                     </c>
                     <c ca="center">
                        <p><it>P </it>value<sup>&#8224;</sup></p>
                     </c>
                  </r>
                  <r>
                     <c cspan="6">
                        <hr/>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>T10B9.1</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>cyp-13A4</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>0.92, 0.92, 0.88, 0.96, 0.87</p>
                     </c>
                     <c ca="center">
                        <p>0.57, 0.59, 0.61, 0.79, 0.72</p>
                     </c>
                     <c ca="center">
                        <p>0.31</p>
                     </c>
                     <c ca="center">
                        <p>0.008</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>F28D1.3</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>thn-1</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>1.04, 1.02, 1.14, 1.03</p>
                     </c>
                     <c ca="center">
                        <p>0.89, 0.86, 0.92, 0.92</p>
                     </c>
                     <c ca="center">
                        <p>0.13</p>
                     </c>
                     <c ca="center">
                        <p>0.029</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>F35E8.11</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>cdr-1</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>1.01, 1.02, 0.94, 0.95, 1.19, 1.04</p>
                     </c>
                     <c ca="center">
                        <p>1.38, 1.21, 0.88, 0.79, 0.80, 0.84</p>
                     </c>
                     <c ca="center">
                        <p>0.15</p>
                     </c>
                     <c ca="center">
                        <p>0.394</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>Y39B6A.24</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.10, 1.03, 1.09</p>
                     </c>
                     <c ca="center">
                        <p>1.01, 1.21, 1.03</p>
                     </c>
                     <c ca="center">
                        <p>0.06</p>
                     </c>
                     <c ca="center">
                        <p>0.700</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>T26H2.5</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>0.88, 0.99, 0.81</p>
                     </c>
                     <c ca="center">
                        <p>0.74, 0.95, 1.00</p>
                     </c>
                     <c ca="center">
                        <p>-0.07</p>
                     </c>
                     <c ca="center">
                        <p>1.000</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>K11G9.6</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>mtl-1</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>0.85, 1.13, 0.99, 0.90, 1.07</p>
                     </c>
                     <c ca="center">
                        <p>0.97, 1.16, 1.12, 1.08, 1.12</p>
                     </c>
                     <c ca="center">
                        <p>-0.13</p>
                     </c>
                     <c ca="center">
                        <p>0.222</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>T27F6.2</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>clec-12</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>1.10, 0.90, 1.00, 1.03, 0.64, 0.90</p>
                     </c>
                     <c ca="center">
                        <p>1.05, 1.32, 1.42, 0.94, 1.32, 0.83</p>
                     </c>
                     <c ca="center">
                        <p>-0.24</p>
                     </c>
                     <c ca="center">
                        <p>0.180</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>C17H1.4</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>0.87, 0.89, 1.13</p>
                     </c>
                     <c ca="center">
                        <p>0.91, 1.06, 1.75</p>
                     </c>
                     <c ca="center">
                        <p>-0.15</p>
                     </c>
                     <c ca="center">
                        <p>0.686</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>C08E3.10</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>0.94, 0.93, 1.03</p>
                     </c>
                     <c ca="center">
                        <p>1.39, 1.24, 1.26</p>
                     </c>
                     <c ca="center">
                        <p>-0.32</p>
                     </c>
                     <c ca="center">
                        <p>0.100</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>M88.1</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>ugt-62</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>0.93, 1.03, 0.99, 1.05, 0.98, 0.89</p>
                     </c>
                     <c ca="center">
                        <p>1.08, 0.94, 1.34, 0.83, 0.95, 0.88</p>
                     </c>
                     <c ca="center">
                        <p>0.04</p>
                     </c>
                     <c ca="center">
                        <p>0.818</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>Y39E4A.2</p>
                     </c>
                     <c ca="left">
                        <p>
                           <it>ttm-1</it>
                        </p>
                     </c>
                     <c ca="center">
                        <p>0.73, 0.88, 1.05, 0.91, 0.94, 0.83, 1.01, 1.03</p>
                     </c>
                     <c ca="center">
                        <p>0.86, 0.82, 1.12, 0.91, 0.94, 0.93, 0.83, 0.85</p>
                     </c>
                     <c ca="center">
                        <p>0.04</p>
                     </c>
                     <c ca="center">
                        <p>0.721</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>F42C5.3</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.01, 0.94, 1.02, 1.12, 1.05, 0.99</p>
                     </c>
                     <c ca="center">
                        <p>1.06, 1.19, 1.10, 0.94, 0.91, 0.90</p>
                     </c>
                     <c ca="center">
                        <p>0.02</p>
                     </c>
                     <c ca="center">
                        <p>0.818</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>F53H2.1</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.06, 0.94, 1.00, 1.20, 0.95, 0.93</p>
                     </c>
                     <c ca="center">
                        <p>1.27, 1.30, 1.05, 1.05, 1.07, 0.96</p>
                     </c>
                     <c ca="center">
                        <p>-0.08</p>
                     </c>
                     <c ca="center">
                        <p>0.132</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>F09B9.1</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>0.76, 1.04, 1.06, 0.89, 1.13, 0.96, 1.01</p>
                     </c>
                     <c ca="center">
                        <p>1.04, 0.73, 0.95, 0.72, 0.88, 0.85, 0.92</p>
                     </c>
                     <c ca="center">
                        <p>0.13</p>
                     </c>
                     <c ca="center">
                        <p>0.073</p>
                     </c>
                  </r>
                  <r>
                     <c ca="left">
                        <p>Y46G5A.24</p>
                     </c>
                     <c>
                        <p/>
                     </c>
                     <c ca="center">
                        <p>1.10, 0.94, 1.12</p>
                     </c>
                     <c ca="center">
                        <p>0.98, 0.87, 0.80</p>
                     </c>
                     <c ca="center">
                        <p>0.23</p>
                     </c>
                     <c ca="center">
                        <p>0.200</p>
                     </c>
                  </r>
               </tblbdy>
               <tblfn>
                  <p>*The reproduction rate was calculated by comparing the number of offspring with the targeted gene knocked-down by RNAi to those without RNAi in the same cadmium-treatment group during a two day reproduction period after nematodes reached L4 stage of development. <sup>&#8224;</sup>Wilcoxon Rank-sum tests were applied for significance tests.</p>
               </tblfn>
            </tbl>
         </sec>
         <sec>
            <st>
               <p>Protein interaction analysis reveals a novel pathway involved in the response to cadmium</p>
            </st>
            <p>In order to further define the molecular mechanisms of the cadmium defense response, the program Cytoscape was used in protein interaction analysis to identify potential regulatory pathways <abbrgrp><abbr bid="B24">24</abbr></abbrgrp>. <it>C. elegans </it>has a relatively small interaction database (approximately 3,000 proteins and approximately 5,000 interactions) <abbrgrp><abbr bid="B25">25</abbr></abbrgrp>. A larger data set of predicted interactions in <it>C. elegans</it>, based on data from <it>Drosophila </it>and <it>Saccharomyces </it>interlogs, was recently released <abbrgrp><abbr bid="B26">26</abbr></abbrgrp>. We merged the two data sets into an interaction network designated WI_combined. Of the 290 cadmium-responsive genes, 49 were mapped to the interaction network, including 6 genes that were functionally important in cadmium defense response, as identified in the RNAi analysis (Figure <figr fid="F5">5a</figr>). Among these functional local networks, Y46G5A.24, which encodes a &#946;,&#946;-carotene 15,15'-dioxygenase like protein, was highly cadmium-inducible and inhibition of this gene by RNAi resulted in hypersensitivity to cadmium (Table <tblr tid="T1">1</tblr>, Figure <figr fid="F4">4</figr>). Two proteins that interact with Y46G5A.24, KEL-8 and BRP-1, are themselves centers of other interactions.</p>
            <fig id="F5">
               <title>
                  <p>Figure 5</p>
               </title>
               <caption>
                  <p>Protein interaction analysis using Cytoscape</p>
               </caption>
               <text>
                  <p>Protein interaction analysis using Cytoscape. High confidence interactions from yeast two-hybrid screens and the literature are displayed with solid blue lines; low confidence interactions from yeast two-hybrid screens are displayed with dashed blue lines; and predicted interactions are displayed with yellow lines. <b>(a) </b>Local networks involved in cadmium sensitivity. The network was filtered by showing nodes that were significantly up-regulated (red) or down-regulated (green) following a 24 h exposure to cadmium (&#8805;1.5 fold, <it>p </it>&#8804; 0.001) and their first neighbors (white). The identified genes are those that affect cadmium sensitivity in the RNAi experiments. <b>(b) </b>The BRP-1-Y46G5A.24-KEL-8 interaction network. Immediate and secondary neighbors of Y46G5A.24 are displayed.</p>
               </text>
               <graphic file="gb-2007-8-6-r122-5"/>
            </fig>
            <p>KEL-8 can interact with several proteins, including MEK-1, PMK-1, MPK-1 and MKK-4, which are components of the mitogen-activated protein kinase (MAPK) pathway (Figure <figr fid="F5">5b</figr>). The MAPK pathway is involved in the <it>C. elegans </it>heavy metal response <abbrgrp><abbr bid="B27">27</abbr><abbr bid="B28">28</abbr></abbrgrp>. Inhibiting the expression of Y46G5A.24 or <it>kel-8 </it>by RNAi resulted in enhanced sensitivity to cadmium exposure in wild-type and <it>mtl-2 </it>mutant <it>C. elegans </it>(Figure <figr fid="F6">6a</figr>). This suggests that both Y46G5A.24 and <it>kel-8 </it>can protect <it>C. elegans </it>from cadmium toxicity. The <it>mek-1 </it>mutant alone was slightly more sensitive to cadmium than wild-type nematodes. However, inhibition of <it>kel-8 </it>in <it>mek-1 </it>null background did not cause hypersensitivity to cadmium compared to <it>mek-1 </it>mutant alone, suggesting that the protective function of <it>kel-8 </it>against cadmium toxicity depends on the normal function of <it>mek-1 </it>(Figure <figr fid="F6">6a</figr>).</p>
            <fig id="F6">
               <title>
                  <p>Figure 6</p>
               </title>
               <caption>
                  <p>Functional analysis of the BRP-1-Y46G5A.24-KEL-8 interaction network</p>
               </caption>
               <text>
                  <p>Functional analysis of the BRP-1-Y46G5A.24-KEL-8 interaction network. RNAi was performed in triplicate in the presence or absence of 100 &#956;M cadmium. <b>(a) </b>The effect of inhibiting <it>kel-8 </it>or Y46G5A.24 in wild-type (WT), <it>mtl-2 </it>null (<it>mtl-2 </it>(gk125)) or <it>mek-1 </it>null (<it>mek-1</it>(ks54)) <it>C. elegans </it>on nematode growth in the presence of 100 &#956;M cadmium. <b>(b) </b>Effects of cadmium exposure on growth of <it>brp-1 </it>null <it>C. elegans </it>(<it>brp-1 </it>(ok1084)). <it>C. elegans </it>body length of the cadmium exposed population was normalized to the mean body length in the same RNAi treatment group not exposed to cadmium. Results are displayed as mean body length &#177; SE (<it>n </it>= 200-500).</p>
               </text>
               <graphic file="gb-2007-8-6-r122-6"/>
            </fig>
            <p>We also tested the function of <it>brp-</it>1, the other gene that was shown to interact with Y46G5A.24 <it>brp-1 </it>mutant nematodes showed a similar response to cadmium as wild-type nematodes, implying that <it>brp-1 </it>is not involved in the response to cadmium (Figure <figr fid="F6">6b</figr>).</p>
         </sec>
      </sec>
      <sec>
         <st>
            <p>Discussion</p>
         </st>
         <sec>
            <st>
               <p>Identification of cadmium-responsive genes in <it>C. elegans</it></p>
            </st>
            <p>Microarray technology has been used to examine the effects of cadmium exposure in a variety of organisms <abbrgrp><abbr bid="B29">29</abbr><abbr bid="B30">30</abbr><abbr bid="B31">31</abbr><abbr bid="B32">32</abbr></abbrgrp>. Although cadmium-regulated gene expression has been documented, in <