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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">BR</journal-id>
<journal-title-group>
<journal-title>Biomedical Reports</journal-title></journal-title-group>
<issn pub-type="ppub">2049-9434</issn>
<issn pub-type="epub">2049-9442</issn>
<publisher>
<publisher-name>D.A. Spandidos</publisher-name></publisher></journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3892/br.2014.307</article-id>
<article-id pub-id-type="publisher-id">br-02-05-0709</article-id>
<article-categories>
<subj-group>
<subject>Articles</subject></subj-group></article-categories>
<title-group>
<article-title>Catabolite control protein A is an important regulator of metabolism in <italic>Streptococcus suis</italic> type 2</article-title></title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>LANG</surname><given-names>XULONG</given-names></name><xref rid="af1-br-02-05-0709" ref-type="aff">1</xref><xref rid="af2-br-02-05-0709" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author">
<name><surname>WAN</surname><given-names>ZHONGHAI</given-names></name><xref rid="af1-br-02-05-0709" ref-type="aff">1</xref><xref rid="af2-br-02-05-0709" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author">
<name><surname>BU</surname><given-names>ZHAOYANG</given-names></name><xref rid="af1-br-02-05-0709" ref-type="aff">1</xref><xref rid="af2-br-02-05-0709" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author">
<name><surname>WANG</surname><given-names>XIURAN</given-names></name><xref rid="af3-br-02-05-0709" ref-type="aff">3</xref></contrib>
<contrib contrib-type="author">
<name><surname>WANG</surname><given-names>XIAOXU</given-names></name><xref rid="af1-br-02-05-0709" ref-type="aff">1</xref><xref rid="af2-br-02-05-0709" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author">
<name><surname>ZHU</surname><given-names>LINGWEI</given-names></name><xref rid="af1-br-02-05-0709" ref-type="aff">1</xref><xref rid="af2-br-02-05-0709" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author">
<name><surname>WAN</surname><given-names>JIAYU</given-names></name><xref rid="af1-br-02-05-0709" ref-type="aff">1</xref><xref rid="af2-br-02-05-0709" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author">
<name><surname>SUN</surname><given-names>YANG</given-names></name><xref rid="af1-br-02-05-0709" ref-type="aff">1</xref><xref rid="af2-br-02-05-0709" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author">
<name><surname>WANG</surname><given-names>XINGLONG</given-names></name><xref rid="af1-br-02-05-0709" ref-type="aff">1</xref><xref rid="af2-br-02-05-0709" ref-type="aff">2</xref><xref ref-type="corresp" rid="c1-br-02-05-0709"/></contrib></contrib-group>
<aff id="af1-br-02-05-0709">
<label>1</label>Institute of Military Veterinary, Academy of Military Medical Sciences, Jilin Agricultural University, Changchun, Jilin 130122, P.R. China</aff>
<aff id="af2-br-02-05-0709">
<label>2</label>Key Laboratory of Jilin Province for Zoonosis Prevention and Control, Jilin Agricultural University, Changchun, Jilin 130122, P.R. China</aff>
<aff id="af3-br-02-05-0709">
<label>3</label>School of Life Science, Jilin Agricultural University, Changchun, Jilin 130122, P.R. China</aff>
<author-notes>
<corresp id="c1-br-02-05-0709">Correspondence to: Professor Xinglong Wang, Key Laboratory of Jilin Province for Zoonosis Prevention and Control, Institute of Military Veterinary, Academy of Military Medical Sciences, 666 Liuying West Road, Changchun, Jilin 130122, P.R. China, E-mail: <email>wangxl-2006@163.com</email></corresp></author-notes>
<pub-date pub-type="ppub">
<month>9</month>
<year>2014</year></pub-date>
<pub-date pub-type="epub">
<day>30</day>
<month>06</month>
<year>2014</year></pub-date>
<volume>2</volume>
<issue>5</issue>
<fpage>709</fpage>
<lpage>712</lpage>
<history>
<date date-type="received">
<day>12</day>
<month>03</month>
<year>2014</year></date>
<date date-type="accepted">
<day>06</day>
<month>06</month>
<year>2014</year></date></history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2014, Spandidos Publications</copyright-statement>
<copyright-year>2014</copyright-year></permissions>
<abstract>
<p><italic>Streptococcus suis</italic> (<italic>S. suis</italic>) type 2 is an extremely important Gram-positive bacterial pathogen that can cause human or swine endocarditis, meningitis, bronchopneumonia, arthritis and sepsis. Catabolite control protein A (CcpA) is a major transcriptional regulator in <italic>S. suis</italic> type 2 that functions in catabolite control, specifically during growth on glucose or galactose. The regulation of central metabolism can affect the virulence of bacteria. In the present study, a metabolomics approach was used along with principal components analysis (PCA) and partial least-squares-discriminant analysis (PLS-DA) models and 37 metabolites were found that differed substantially between native <italic>S. suis</italic> and a mutant lacking CcpA. These results showed that CcpA is an important protein in <italic>S. suis</italic> type 2 for studying bacterial protein function.</p></abstract>
<kwd-group>
<kwd><italic>Streptococcus suis</italic> type 2</kwd>
<kwd>carbon control protein A</kwd>
<kwd>metabolomics</kwd></kwd-group></article-meta></front>
<body>
<sec sec-type="intro">
<title>Introduction</title>
<p><italic>Streptococcus suis</italic> (<italic>S. suis</italic>) type 2 is an important Gram-positive bacterial pathogen of pigs that causes large economic losses in the meat industry, has a high rate of incidence and induces mortality worldwide (<xref rid="b1-br-02-05-0709" ref-type="bibr">1</xref>,<xref rid="b2-br-02-05-0709" ref-type="bibr">2</xref>).</p>
<p>Carbon catabolite repression (CCR) has a significant function in <italic>S. suis</italic> type 2 as it regulates the utilization of different carbon sources. CCR also affects the expression of numerous virulence factors that are dependent on the quantity and type of carbohydrates present (<xref rid="b3-br-02-05-0709" ref-type="bibr">3</xref>,<xref rid="b4-br-02-05-0709" ref-type="bibr">4</xref>). Catabolite control protein A (CcpA) is the major regulator of CCR in Gram-positive bacteria and is also involved in the regulation of virulence factors (<xref rid="b5-br-02-05-0709" ref-type="bibr">5</xref>). Transcriptomic studies that compare native and mutant strains are a powerful approach for studying the regulation of carbohydrate metabolism and virulence (<xref rid="b6-br-02-05-0709" ref-type="bibr">6</xref>). A previous study has shown that the mutation of CcpA leads to altered biofilm phenotypes in <italic>Streptococcus mutans</italic> (<italic>S. mutans</italic>) and other oral streptococci (<xref rid="b7-br-02-05-0709" ref-type="bibr">7</xref>). CcpA was suggested to function in the regulation of virulence in numerous Gram-positive pathogens, particularly streptococci (<xref rid="b8-br-02-05-0709" ref-type="bibr">8</xref>,<xref rid="b9-br-02-05-0709" ref-type="bibr">9</xref>).</p>
<p>Our previous study systematically analyzed the virulence in <italic>S. suis</italic> type 2 using proteomics and found that CcpA is an important protein in this organism (<xref rid="b10-br-02-05-0709" ref-type="bibr">10</xref>). In the present study, a metabolomics experiments was performed to identify the proteins and metabolites that differed in <italic>S. suis</italic> type 2 CcpA mutant strains. These results confirmed the importance of this protein in the organism.</p></sec>
<sec sec-type="materials|methods">
<title>Materials and methods</title>
<sec>
<title>Bacterial strains and culture conditions</title>
<p>Native <italic>S. suis</italic> type 2 and CcpA mutant strains were cultured in Todd-Hewitt broth (Oxoid Ltd., Basingstoke, Hampshire, UK) with 5&#x00025; CO<sub>2</sub> at 37&#x000B0;C. This procedure was conducted to prepare cultures in the exponential growth phase for the subsequent experiments.</p></sec>
<sec>
<title>Metabolomics methodology and analysis</title>
<p>Quenching of the <italic>S. suis</italic> culture for the metabolomics experiments was performed by adding 60&#x00025; MeOH and 0.85&#x00025; (w/v) ammonium carbonate (pH 5.5). Centrifugation was performed at 10,000 &#x000D7; g for 2 min. The supernatants were then frozen in liquid nitrogen, freeze-dried and stored at &#x02212;80&#x000B0;C until they were required for subsequent analysis. The regulation of amino acid metabolism by CcpA was detected using liquid chromatography-mass spectrometry (LC-MS)-based metabolomic methods. The results were analyzed using MassHunter software (version B.03.01) from Agilent Technologies, Inc. (Santa Clara, CA, USA). The principal components analysis (PCA) and partial least squares-discriminant analysis (PLS-DA) were performed with the SIMCA-P software package (Umetrics, Inc., Umea, Sweden). The differentially expressed compounds were distinguished by P&lt;0.05, which was considered to indicate a statistically significant difference (<xref rid="b11-br-02-05-0709" ref-type="bibr">11</xref>,<xref rid="b12-br-02-05-0709" ref-type="bibr">12</xref>). The metabolomics methods and analysis used in the study were carried out by Shanghai Sensichip Infotech Co., Ltd. (Shanghai, China).</p></sec></sec>
<sec sec-type="results">
<title>Results</title>
<sec>
<title>Differences in metabolites between the bacterial strains</title>
<p>PCA and PLS-DA were used to analyze the metabolomics data. There was little overlap with the PCA model, suggesting this was appropriate for use in the present study. However, it was determined that PLS-DA should be used as the main model for analyzing the metabolomics samples as previously described (<xref rid="b13-br-02-05-0709" ref-type="bibr">13</xref>). Based on the PLS-DA models, the native <italic>S. suis</italic> type 2 and CcpA mutant strains were successfully discriminated, with an R2X value of 0.439 and a Q2 value of 0.924 in the electrospray ionization (ESI)+ model using variable importance in the projection (VIP) of the first and second principal components (t&#x0005B;1&#x0005D; and t&#x0005B;2&#x0005D;, respectively). An R2X value of 0.452 and a Q2 value of 0.878 were obtained with the ESI- model (<xref rid="f1-br-02-05-0709" ref-type="fig">Fig. 1</xref>). Using the T-test on the PLS-DA model, 37 differential metabolites were identified with a VIP score &gt;1 (<xref rid="tI-br-02-05-0709" ref-type="table">Table I</xref>). The model analysis suggested that the main differences were for the metabolites that were involved in amino acid, nucleic acid and fat metabolism, which all occur in the liver.</p></sec></sec>
<sec sec-type="discussion">
<title>Discussion</title>
<p><italic>S. suis</italic> type 2 is persistent in a wide variety of environmental conditions and this contributes to the serious economic losses endured by the swine industry when disease outbreaks occur. Another major concern to public health is the elusive mechanisms of invasion and infection, which remain to be clarified (<xref rid="b14-br-02-05-0709" ref-type="bibr">14</xref>,<xref rid="b15-br-02-05-0709" ref-type="bibr">15</xref>). CcpA-independent CCR appears to be important for the coordination of carbohydrate catabolism in this organism. The ability to integrate information regarding the metabolic status of the cells with a knowledge of the transcriptional responses would be advantageous. The mechanisms of catabolite control by CcpA have been studied in model bacteria previously (<xref rid="b6-br-02-05-0709" ref-type="bibr">6</xref>). Transcriptomics and microarray studies have shown that this protein regulates carbohydrate metabolism in <italic>S. mutans</italic> (<xref rid="b6-br-02-05-0709" ref-type="bibr">6</xref>). The deletion of CcpA substantially reduced the effects of repressing sugars on &#x003B1;- or &#x003B2;-glucosidase activity. CcpA regulates several proteins that are involved in metabolism, a number of which are important for bacterial colonization, survival or replication <italic>in vivo</italic> (<xref rid="b16-br-02-05-0709" ref-type="bibr">16</xref>). CcpA is part of a conserved pathway in Gram-positive bacteria that controls sugar utilization, and targeting this protein or pathway is an attractive mechanism for diminishing virulence (<xref rid="b17-br-02-05-0709" ref-type="bibr">17</xref>).</p>
<p>CcpA also affects sugar metabolism and virulence in <italic>S. suis</italic> type 2 and mutant strains lacking this protein exhibit a reduced expression of certain virulence genes, including sly and eno (<xref rid="b1-br-02-05-0709" ref-type="bibr">1</xref>). CcpA is considered to regulate virulence factors through the expression of genes in the capsule locus (<xref rid="b18-br-02-05-0709" ref-type="bibr">18</xref>). This is reminiscent of a functional study in <italic>Streptococcus pneumoniae</italic>, which showed that CcpA is a master regulator of catabolism and virulence (<xref rid="b19-br-02-05-0709" ref-type="bibr">19</xref>). A notable impact on the capsule synthesis and virulence properties of <italic>S. suis</italic> has also been shown (<xref rid="b20-br-02-05-0709" ref-type="bibr">20</xref>).</p>
<p>The LC-MS-based metabolomics experiments in the present study suggested that CcpA is involved in the regulation of amino acid metabolism, which may affect the metabolic fitness and is in accordance with the findings of other studies (<xref rid="b21-br-02-05-0709" ref-type="bibr">21</xref>). The PLS-DA model showed that CcpA acts as a regulator of catabolite control, and has a particular influence on the metabolism of sugars, fats and amino acids.</p>
<p>The experiments also showed that CcpA is an important regulator of metabolism in <italic>S. suis</italic> type 2. Additionally, the analysis of the metabolomics results identified numerous metabolites, including ABC transporters, amino sugars, carbon metabolism, glycolysis and galactose metabolism. This result indicates that CcpA may be involved in mediating metabolic networks and coordinating the regulation of catabolism and anabolism to ensure optimum growth and propagation under particular growth conditions. Notably, <italic>Bacillus subtilis</italic> mutants lacking CcpA have a slower growth rate than native bacteria in minimal media containing glucose and ammonium as carbon and nitrogen sources (<xref rid="b22-br-02-05-0709" ref-type="bibr">22</xref>,<xref rid="b23-br-02-05-0709" ref-type="bibr">23</xref>). This result suggests that CcpA may regulate carbon and nitrogen metabolic pathways and function in connecting catabolism and anabolism.</p>
<p>From the data of the metabolomics analyses, it was found that glutamate, glutamine and other deviants and enzymes have different effects between the native <italic>S. suis</italic> type 2 and CcpA mutant strains. These, and other genes, were found to have extremely important effects for the methionine acquisition and synthesis of <italic>Streptococcus pneumoniae</italic> in the growth and virulence when using gene deletions methods (<xref rid="b24-br-02-05-0709" ref-type="bibr">24</xref>). By contrast, the methionine aminopeptidase is a dinuclear metalloprotease, which is conserved in all forms of life in bacteria (<xref rid="b25-br-02-05-0709" ref-type="bibr">25</xref>). Others, including the glutamine, glutamate and uridine biosynthesis and transport, are stringently controlled during bacteria metabolism (<xref rid="b26-br-02-05-0709" ref-type="bibr">26</xref>&#x02013;<xref rid="b28-br-02-05-0709" ref-type="bibr">28</xref>). Thus, these results may provide a clear insight into the regulation of glutamine and glutamate metabolism or another mechanism of <italic>S. suis</italic> type 2 mediated by CcpA.</p>
<p>In conclusion, the metabolomics analyses performed in the present study proved useful for studying bacterial protein function. CcpA was found to affect numerous metabolic pathways in <italic>S. suis</italic>. The apparent associations with the metabolism of sugars, amino acids, amino sugars, nucleotides and ABC transporters are potentially noteworthy. However, more studies are required to confirm and understand these phenomena.</p></sec></body>
<back>
<ack>
<title>Acknowledgements</title>
<p>The metabolomics experiments and analysis were performed by the Shanghai Sensichip Infotech Co., Ltd. (Shanghai, China). The present study was funded by the National Natural Science Foundation of China (grant nos. 31101790/C1803 and 31172340/C180501)</p></ack>
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<floats-group>
<fig id="f1-br-02-05-0709" position="float">
<label>Figure 1</label>
<caption>
<p>(A and B) Principal components analysis (PCA) and (C and D) partial least squares-discriminant analysis (PLS-DA) score plots derived from liquid chromatography-mass spectrometry results. (A and C) Electrospray ionization (ESI)+ model and (B and D) ESI- model. Rhombuses, native <italic>Streptococcus suis</italic> type 2; squares, catabolite control protein A mutant strain.</p></caption>
<graphic xlink:href="BR-02-05-0709-g00.gif"/></fig>
<table-wrap id="tI-br-02-05-0709" position="float">
<label>Table I</label>
<caption>
<p>Metabolite differences between native <italic>Streptococcus suis</italic> type 2 and CcpA mutant strains.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="bottom" align="left">LC-MS</th>
<th valign="bottom" align="center">Retention time, min</th>
<th valign="bottom" align="center">Molecular mass</th>
<th valign="bottom" align="center">Metabolite</th>
<th valign="bottom" align="center">VIP score<xref rid="tfn1-br-02-05-0709" ref-type="table-fn">a</xref></th>
<th valign="bottom" align="center">Fold change<xref rid="tfn2-br-02-05-0709" ref-type="table-fn">b</xref></th></tr></thead>
<tbody>
<tr>
<td valign="top" align="left">ESI+</td>
<td valign="top" align="right">0.66</td>
<td valign="top" align="center">103.0631</td>
<td valign="top" align="left">&#x003B3;-aminobutryic acid</td>
<td valign="top" align="center">1.98</td>
<td valign="top" align="right">0.58</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">0.68</td>
<td valign="top" align="center">165.0456</td>
<td valign="top" align="left">S-oxide</td>
<td valign="top" align="center">1.55</td>
<td valign="top" align="right">0.29</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">0.68</td>
<td valign="top" align="center">147.0527</td>
<td valign="top" align="left">L-glutamate</td>
<td valign="top" align="center">1.98</td>
<td valign="top" align="right">0.42</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">0.74</td>
<td valign="top" align="center">159.1260</td>
<td valign="top" align="left">DL-2-aminooctanoic acid</td>
<td valign="top" align="center">1.28</td>
<td valign="top" align="right">&#x02212;0.45</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">0.74</td>
<td valign="top" align="center">453.2959</td>
<td valign="top" align="left">Glycerophospho-N-palmitoyl ethanolamine</td>
<td valign="top" align="center">1.83</td>
<td valign="top" align="right">&#x02212;2.38</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">0.82</td>
<td valign="top" align="center">149.0509</td>
<td valign="top" align="left">L-methionine</td>
<td valign="top" align="center">1.84</td>
<td valign="top" align="right">1.63</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">1.02</td>
<td valign="top" align="center">244.0703</td>
<td valign="top" align="left">Uridine</td>
<td valign="top" align="center">1.91</td>
<td valign="top" align="right">&#x02212;1.56</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">1.08</td>
<td valign="top" align="center">267.0971</td>
<td valign="top" align="left">Deoxyguanosine</td>
<td valign="top" align="center">2.29</td>
<td valign="top" align="right">3.20</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">1.16</td>
<td valign="top" align="center">573.1530</td>
<td valign="top" align="left">Biotinyl-5&#x02032;-AMP</td>
<td valign="top" align="center">1.74</td>
<td valign="top" align="right">&#x02212;2.28</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">1.17</td>
<td valign="top" align="center">268.0795</td>
<td valign="top" align="left">Inosine</td>
<td valign="top" align="center">1.67</td>
<td valign="top" align="right">&#x02212;0.98</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">3.72</td>
<td valign="top" align="center">441.2594</td>
<td valign="top" align="left">Leukotriene E3</td>
<td valign="top" align="center">1.28</td>
<td valign="top" align="right">&#x02212;0.61</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">10.14</td>
<td valign="top" align="center">255.2567</td>
<td valign="top" align="left">Palmitic amide</td>
<td valign="top" align="center">1.73</td>
<td valign="top" align="right">&#x02212;0.63</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">10.65</td>
<td valign="top" align="center">329.2575</td>
<td valign="top" align="left">4,8-Dimethylnonanoyl-carnitine</td>
<td valign="top" align="center">2.24</td>
<td valign="top" align="right">0.95</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">13.44</td>
<td valign="top" align="center">281.2723</td>
<td valign="top" align="left">Oleamide</td>
<td valign="top" align="center">1.88</td>
<td valign="top" align="right">0.54</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">13.93</td>
<td valign="top" align="center">160.0887</td>
<td valign="top" align="left">Homoglutamine</td>
<td valign="top" align="center">1.77</td>
<td valign="top" align="right">0.35</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">15.26</td>
<td valign="top" align="center">384.2865</td>
<td valign="top" align="left">17,20-Dimethyl prostaglandin F1&#x003B1;</td>
<td valign="top" align="center">1.84</td>
<td valign="top" align="right">0.76</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">16.07</td>
<td valign="top" align="center">148.0376</td>
<td valign="top" align="left">2-Hydroxyglutarate</td>
<td valign="top" align="center">2.21</td>
<td valign="top" align="right">0.88</td></tr>
<tr>
<td valign="top" align="left">ESI&#x02212;</td>
<td valign="top" align="right">0.67</td>
<td valign="top" align="center">133.0378</td>
<td valign="top" align="left">L-aspartic acid</td>
<td valign="top" align="center">1.76</td>
<td valign="top" align="right">0.32</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">0.68</td>
<td valign="top" align="center">147.0535</td>
<td valign="top" align="left">L-glutamate</td>
<td valign="top" align="center">1.63</td>
<td valign="top" align="right">0.44</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">0.70</td>
<td valign="top" align="center">183.0656</td>
<td valign="top" align="left">Phosphocholine</td>
<td valign="top" align="center">1.82</td>
<td valign="top" align="right">1.19</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">0.74</td>
<td valign="top" align="center">151.0504</td>
<td valign="top" align="left">Guanine</td>
<td valign="top" align="center">1.77</td>
<td valign="top" align="right">1.42</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">0.75</td>
<td valign="top" align="center">324.0371</td>
<td valign="top" align="left">Uridine monophosphate</td>
<td valign="top" align="center">1.95</td>
<td valign="top" align="right">1.89</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">1.00</td>
<td valign="top" align="center">168.0285</td>
<td valign="top" align="left">Uric acid</td>
<td valign="top" align="center">1.36</td>
<td valign="top" align="right">&#x02212;0.97</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">1.00</td>
<td valign="top" align="center">152.0336</td>
<td valign="top" align="left">Xanthine</td>
<td valign="top" align="center">1.46</td>
<td valign="top" align="right">0.36</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">1.02</td>
<td valign="top" align="center">244.0707</td>
<td valign="top" align="left">Uridine</td>
<td valign="top" align="center">1.56</td>
<td valign="top" align="right">&#x02212;0.58</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">1.05</td>
<td valign="top" align="center">192.0272</td>
<td valign="top" align="left">Citric acid</td>
<td valign="top" align="center">1.64</td>
<td valign="top" align="right">&#x02212;2.85</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">1.16</td>
<td valign="top" align="center">268.0820</td>
<td valign="top" align="left">Inosine</td>
<td valign="top" align="center">1.67</td>
<td valign="top" align="right">&#x02212;1.86</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">1.17</td>
<td valign="top" align="center">118.0266</td>
<td valign="top" align="left">Succinic acid</td>
<td valign="top" align="center">1.52</td>
<td valign="top" align="right">&#x02212;0.15</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">1.23</td>
<td valign="top" align="center">131.0948</td>
<td valign="top" align="left">L-leucine</td>
<td valign="top" align="center">1.47</td>
<td valign="top" align="right">&#x02212;0.82</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">3.80</td>
<td valign="top" align="center">204.0905</td>
<td valign="top" align="left">L-tryptophan</td>
<td valign="top" align="center">1.53</td>
<td valign="top" align="right">&#x02212;0.25</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">3.93</td>
<td valign="top" align="center">427.2449</td>
<td valign="top" align="left">20-Hydroxy N-arachidonoyl taurine</td>
<td valign="top" align="center">1.33</td>
<td valign="top" align="right">&#x02212;0.22</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">4.80</td>
<td valign="top" align="center">643.3191</td>
<td valign="top" align="left">Gsh-prostaglandin A1</td>
<td valign="top" align="center">1.86</td>
<td valign="top" align="right">&#x02212;0.32</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">4.93</td>
<td valign="top" align="center">723.3088</td>
<td valign="top" align="left">Trypanothione</td>
<td valign="top" align="center">1.52</td>
<td valign="top" align="right">&#x02212;0.71</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">5.62</td>
<td valign="top" align="center">187.1212</td>
<td valign="top" align="left">8-Amino-7-oxononanoic acid</td>
<td valign="top" align="center">1.35</td>
<td valign="top" align="right">0.68</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">5.83</td>
<td valign="top" align="center">193.0742</td>
<td valign="top" align="left">Phenylacetylglycine</td>
<td valign="top" align="center">1.61</td>
<td valign="top" align="right">&#x02212;1.14</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">11.72</td>
<td valign="top" align="center">450.1830</td>
<td valign="top" align="left">Geranylgeranyl PP</td>
<td valign="top" align="center">1.54</td>
<td valign="top" align="right">0.73</td></tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="right">14.44</td>
<td valign="top" align="center">166.0484</td>
<td valign="top" align="left">7-Methylxanthine</td>
<td valign="top" align="center">1.53</td>
<td valign="top" align="right">1.53</td></tr></tbody></table>
<table-wrap-foot><fn id="tfn1-br-02-05-0709">
<label>a</label>
<p>VIP, variable importance in the projection (P&lt;0.05).</p></fn><fn id="tfn2-br-02-05-0709">
<label>b</label>
<p>Fold change was calculated as binary logarithm of average mass response ratio between native <italic>Streptococcus suis</italic> type 2 and CcpA mutant strain, where the positive value means that the native <italic>Streptococcus suis</italic> type 2 of the metabolite is larger than the CcpA mutant strain.</p></fn><fn id="tfn3-br-02-05-0709">
<p>CcpA, catabolite control protein A; LC-MS, liquid chromatography-mass spectrometry; ESI, electrospray ionization.</p></fn></table-wrap-foot></table-wrap></floats-group></article>
