<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD 2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="editorial">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">EXCLI J</journal-id>
      <journal-title>EXCLI Journal</journal-title>
      <issn pub-type="epub">1611-2156</issn>
      <publisher>
        <publisher-name>Leibniz Research Centre for Working Environment and Human Factors</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">2015-765</article-id>
	  <article-id pub-id-type="doi">10.17179/excli2015-765</article-id>
      <article-id pub-id-type="pii">Doc1291</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Editorial material</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Expression classifiers for developmental toxicants</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Reif</surname>
            <given-names>Raymond</given-names>
          </name>
          <xref ref-type="corresp" rid="COR1">&#x0002a;</xref>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="A1">
        <label>1</label>Leibniz Research Centre for Working Environment and Human Factors at TU Dortmund (IfADo), Ardeystrasse 67, 44139 Dortmund, Germany</aff>
      <author-notes>
        <corresp id="COR1">*To whom correspondence should be addressed: Raymond Reif, Leibniz Research Centre for Working Environment and Human Factors at TU Dortmund (IfADo), Ardeystrasse 67, 44139 Dortmund, Germany, E-mail: <email>reif@ifado.de</email></corresp>
      </author-notes>
      <pub-date pub-type="epub">
        <day>22</day>
        <month>12</month>
        <year>2015</year>
      </pub-date>
      <pub-date pub-type="collection">
        <year>2015</year>
      </pub-date>
      <volume>14</volume>
      <fpage>1291</fpage>
	  <lpage>1293</lpage>
      <history>
        <date date-type="received">
          <day>08</day>
          <month>12</month>
          <year>2015</year>
        </date>
        <date date-type="accepted">
          <day>16</day>
          <month>12</month>
          <year>2015</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>Copyright &#xA9; 2015 Reif</copyright-statement>
        <copyright-year>2015</copyright-year>
      <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
          <p>This is an Open Access article distributed under the terms of the Creative Commons Attribution Licence (http://creativecommons.org/licenses/by/4.0/) You are free to copy, distribute and transmit the work, provided the original author and source are credited.</p>
        </license>
      </permissions>
      <self-uri xlink:href="http://www.excli.de/vol14/Reif_22122015_proof.pdf">This article is available from http://www.excli.de/vol14/Reif_22122015_proof.pdf</self-uri>
    </article-meta>
  </front>
  <body>
    <sec>
      <title>⁯⁯</title><p>In its recent edition the Archives of Toxicology have published a transcriptome-based classifier that identifies developmental toxicants acting as histone deacetylase inhibitors. The authors, Eugen Rempel and colleagues from Dortmund Technical University, demonstrate that based on only eight genes the gene expression pattern of developmental toxicants acting as histone deacetylase inhibitors can be identified. They used a test system that recapitulates generation of neuroectoderm from pluripotent stem cells (Balmer et al., 2014[<xref ref-type="bibr" rid="R1">1</xref>]; Zimmer et al., 2014[<xref ref-type="bibr" rid="R27">27</xref>]; Leist et al., 2013[<xref ref-type="bibr" rid="R14">14</xref>]; St&#xF6;ber et al., 2014[<xref ref-type="bibr" rid="R23">23</xref>]; Reif, 2014[<xref ref-type="bibr" rid="R19">19</xref>]). Exposure of the test cells for six days to six histone deacetylase inhibitors (HDACi) caused alterations in expression profiles that could be clearly differentiated from other compound classes, such as a heterogeneous group of &#x27;mercurials&#x27;.</p><p>Currently, classification and grouping represents a cutting-edge topic in toxicological research (Gocht et al., 2015[<xref ref-type="bibr" rid="R5">5</xref>]; Godoy et al., 2015[<xref ref-type="bibr" rid="R7">7</xref>], 2013[<xref ref-type="bibr" rid="R6">6</xref>]; Grinberg et al., 2014[<xref ref-type="bibr" rid="R8">8</xref>]; Shinde et al., 2015[<xref ref-type="bibr" rid="R21">21</xref>]; Meganathan et al., 2015[<xref ref-type="bibr" rid="R16">16</xref>]; Weng et al., 2014[<xref ref-type="bibr" rid="R25">25</xref>]; Krause et al., 2013[<xref ref-type="bibr" rid="R10">10</xref>]; Gebel et al., 2014[<xref ref-type="bibr" rid="R4">4</xref>]). To reach this goal in the field of developmental toxicity, stem cell based test systems have been developed that recapitulate different phases of human development (Krug et al., 2013[<xref ref-type="bibr" rid="R11">11</xref>]; Leist et al., 2013[<xref ref-type="bibr" rid="R14">14</xref>]; Bolt, 2013[<xref ref-type="bibr" rid="R2">2</xref>]; Hoelting et al., 2013[<xref ref-type="bibr" rid="R9">9</xref>]). Using these systems it has been shown that three concentration ranges can be differentiated, namely tolerated concentrations where no gene expression changes occur, the teratogenic range which leads to deregulation of critical developmental genes and the cytotoxic concentration range where additional genes associated with cell death and catabolic metabolism are observed (Waldmann et al., 2014[<xref ref-type="bibr" rid="R24">24</xref>]). Importantly, the &#x27;teratogenic concentration range&#x27; <italic>in vitro</italic> overlapped with concentrations known to cause teratogenic effects in humans <italic>in vivo</italic>. A next challenge in test system development is to develop expression signatures which indicate that specific toxic mechanisms are active. In this respect the present work of Rempel et al., using a set of structurally not related compounds acting by a similar mechanism, represents an important proof of concept (Rempel et al., 2015[<xref ref-type="bibr" rid="R20">20</xref>]). Next open questions to be addressed are whether the test systems correctly identify further classes of developmental compounds and differentiate them from compounds acting by unspecific toxic mechanisms or substances that preferentially cause other types of toxicities. In the past and also presently developmental toxicity has mostly been tested <italic>in vivo</italic> (Lee et al., 2011[<xref ref-type="bibr" rid="R13">13</xref>], 2007[<xref ref-type="bibr" rid="R12">12</xref>]; Liu et al., 2010[<xref ref-type="bibr" rid="R15">15</xref>]; Moss et al., 2009[<xref ref-type="bibr" rid="R17">17</xref>]; Xi et al., 2009[<xref ref-type="bibr" rid="R26">26</xref>]; Oesch et al., 2008[<xref ref-type="bibr" rid="R18">18</xref>]; Stapleton and Chan, 2009[<xref ref-type="bibr" rid="R22">22</xref>]; Ejaz and Woong, 2006[<xref ref-type="bibr" rid="R3">3</xref>]). Although some first important steps have been achieved in this field of in vitro research there seems to be a long way to go until animal experiments in developmental toxicity can be fully replaced by alternative methods.</p></sec>
  </body>
  <back>
    <ref-list>
      <ref id="R1">
        <label>1</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Balmer</surname>
              <given-names>NV</given-names>
            </name>
            <name>
              <surname>Klima</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Rempel</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Ivanova</surname>
              <given-names>VN</given-names>
            </name>
            <name>
              <surname>Kolde</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Weng</surname>
              <given-names>MK</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>From transient transcriptome responses to disturbed neurodevelopment: role of histone acetylation and methylation as epigenetic switch between reversible and irreversible drug effects</article-title>
          <source>Arch Toxicol</source>
          <year>2014</year>
          <volume>88</volume>
          <fpage>1451</fpage>
          <lpage>1468</lpage>
        </citation>
      </ref>
      <ref id="R2">
        <label>2</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Bolt</surname>
              <given-names>HM</given-names>
            </name>
          </person-group>
          <article-title>Developmental neurotoxicity testing with human embryonic stem cell-derived in vitro systems: the novel FP7 ESNATS tests are available</article-title>
          <source>Arch Toxicol</source>
          <year>2013</year>
          <volume>87</volume>
          <fpage>5</fpage>
          <lpage>6</lpage>
        </citation>
      </ref>
      <ref id="R3">
        <label>3</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Ejaz</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Woong</surname>
              <given-names>LC</given-names>
            </name>
          </person-group>
          <article-title>Diminished embryonic movements of developing embryo by direct exposure of sidestream whole smoke solutions</article-title>
          <source>Arch Toxicol</source>
          <year>2006</year>
          <volume>80</volume>
          <fpage>107</fpage>
          <lpage>114</lpage>
        </citation>
      </ref>
      <ref id="R4">
        <label>4</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Gebel</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Foth</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Damm</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Freyberger</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Kramer</surname>
              <given-names>PJ</given-names>
            </name>
            <name>
              <surname>Lilienblum</surname>
              <given-names>W</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Manufactured nanomaterials: categorization and approaches to hazard assessment</article-title>
          <source>Arch Toxicol</source>
          <year>2014</year>
          <volume>88</volume>
          <fpage>2191</fpage>
          <lpage>2211</lpage>
        </citation>
      </ref>
      <ref id="R5">
        <label>5</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Gocht</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Berggren</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Ahr</surname>
              <given-names>HJ</given-names>
            </name>
            <name>
              <surname>Cotgreave</surname>
              <given-names>I</given-names>
            </name>
            <name>
              <surname>Cronin</surname>
              <given-names>MT</given-names>
            </name>
            <name>
              <surname>Daston</surname>
              <given-names>G</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>The SEURAT-1 approach towards animal free human safety assessment</article-title>
          <source>ALTEX</source>
          <year>2015</year>
          <volume>32</volume>
          <fpage>9</fpage>
          <lpage>24</lpage>
        </citation>
      </ref>
      <ref id="R6">
        <label>6</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Godoy</surname>
              <given-names>P</given-names>
            </name>
            <name>
              <surname>Hewitt</surname>
              <given-names>NJ</given-names>
            </name>
            <name>
              <surname>Albrecht</surname>
              <given-names>U</given-names>
            </name>
            <name>
              <surname>Andersen</surname>
              <given-names>ME</given-names>
            </name>
            <name>
              <surname>Ansari</surname>
              <given-names>N</given-names>
            </name>
            <name>
              <surname>Bhattacharya</surname>
              <given-names>S</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Recent advances in 2D and 3D in vitro systems using primary hepatocytes, alternative hepatocyte sources and non-parenchymal liver cells and their use in investigating mechanisms of hepatotoxicity, cell signaling and ADME</article-title>
          <source>Arch Toxicol</source>
          <year>2013</year>
          <volume>87</volume>
          <fpage>1315</fpage>
          <lpage>1530</lpage>
        </citation>
      </ref>
      <ref id="R7">
        <label>7</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Godoy</surname>
              <given-names>P</given-names>
            </name>
            <name>
              <surname>Schmidt-Heck</surname>
              <given-names>W</given-names>
            </name>
            <name>
              <surname>Natarajan</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Lucendo-Villarin</surname>
              <given-names>B</given-names>
            </name>
            <name>
              <surname>Szkolnicka</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Asplund</surname>
              <given-names>A</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Gene networks and transcription factor motifs defining the differentiation of stem cells into hepatocyte-like cells</article-title>
          <source>J Hepatol</source>
          <year>2015</year>
          <volume>63</volume>
          <fpage>934</fpage>
          <lpage>942</lpage>
        </citation>
      </ref>
      <ref id="R8">
        <label>8</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Grinberg</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>St&#xF6;ber</surname>
              <given-names>RM</given-names>
            </name>
            <name>
              <surname>Edlund</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Rempel</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Godoy</surname>
              <given-names>P</given-names>
            </name>
            <name>
              <surname>Reif</surname>
              <given-names>R</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Toxicogenomics directory of chemically exposed human hepatocytes</article-title>
          <source>Arch Toxicol</source>
          <year>2014</year>
          <volume>88</volume>
          <fpage>2261</fpage>
          <lpage>2287</lpage>
        </citation>
      </ref>
      <ref id="R9">
        <label>9</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Hoelting</surname>
              <given-names>L</given-names>
            </name>
            <name>
              <surname>Scheinhardt</surname>
              <given-names>B</given-names>
            </name>
            <name>
              <surname>Bondarenko</surname>
              <given-names>O</given-names>
            </name>
            <name>
              <surname>Schildknecht</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Kapitza</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Tanavde</surname>
              <given-names>V</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>A 3-dimensional human embryonic stem cell (hESC)-derived model to detect developmental neurotoxicity of nanoparticles</article-title>
          <source>Arch Toxicol</source>
          <year>2013</year>
          <volume>87</volume>
          <fpage>721</fpage>
          <lpage>733</lpage>
        </citation>
      </ref>
      <ref id="R10">
        <label>10</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Krause</surname>
              <given-names>KH</given-names>
            </name>
            <name>
              <surname>van Thriel</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>De Sousa</surname>
              <given-names>PA</given-names>
            </name>
            <name>
              <surname>Leist</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Hengstler</surname>
              <given-names>JG</given-names>
            </name>
          </person-group>
          <article-title>Monocrotophos in Gandaman village: India school lunch deaths and need for improved toxicity testing</article-title>
          <source>Arch Toxicol</source>
          <year>2013</year>
          <volume>87</volume>
          <fpage>1877</fpage>
          <lpage>1881</lpage>
        </citation>
      </ref>
      <ref id="R11">
        <label>11</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Krug</surname>
              <given-names>AK</given-names>
            </name>
            <name>
              <surname>Kolde</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Gaspar</surname>
              <given-names>JA</given-names>
            </name>
            <name>
              <surname>Rempel</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Balmer</surname>
              <given-names>NV</given-names>
            </name>
            <name>
              <surname>Meganathan</surname>
              <given-names>K</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Human embryonic stem cell-derived test systems for developmental neurotoxicity: a transcriptomics approach</article-title>
          <source>Arch Toxicol</source>
          <year>2013</year>
          <volume>87</volume>
          <fpage>123</fpage>
          <lpage>143</lpage>
        </citation>
      </ref>
      <ref id="R12">
        <label>12</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Lee</surname>
              <given-names>SK</given-names>
            </name>
            <name>
              <surname>Ou</surname>
              <given-names>YC</given-names>
            </name>
            <name>
              <surname>Andersen</surname>
              <given-names>ME</given-names>
            </name>
            <name>
              <surname>Yang</surname>
              <given-names>RS</given-names>
            </name>
          </person-group>
          <article-title>A physiologically based pharmacokinetic model for lactational transfer of PCB 153 with or without PCB 126 in mice</article-title>
          <source>Arch Toxicol</source>
          <year>2007</year>
          <volume>81</volume>
          <fpage>101</fpage>
          <lpage>111</lpage>
        </citation>
      </ref>
      <ref id="R13">
        <label>13</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Lee</surname>
              <given-names>YJ</given-names>
            </name>
            <name>
              <surname>Ahn</surname>
              <given-names>MY</given-names>
            </name>
            <name>
              <surname>Kim</surname>
              <given-names>HS</given-names>
            </name>
            <name>
              <surname>Kwack</surname>
              <given-names>SJ</given-names>
            </name>
            <name>
              <surname>Park</surname>
              <given-names>KL</given-names>
            </name>
            <name>
              <surname>Yoon</surname>
              <given-names>S</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Role of phospholipase D in regulation of testicular Leydig cell hyperplasia in Sprague-Dawley rats treated with di(2-ethylhexyl) phthalate</article-title>
          <source>Arch Toxicol</source>
          <year>2011</year>
          <volume>85</volume>
          <fpage>975</fpage>
          <lpage>985</lpage>
        </citation>
      </ref>
      <ref id="R14">
        <label>14</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Leist</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Ringwald</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Kolde</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Bremer</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>van Thriel</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Krause</surname>
              <given-names>KH</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Test systems of developmental toxicity: state-of-the art and future perspectives</article-title>
          <source>Arch Toxicol</source>
          <year>2013</year>
          <volume>87</volume>
          <fpage>2037</fpage>
          <lpage>2042</lpage>
        </citation>
      </ref>
      <ref id="R15">
        <label>15</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Liu</surname>
              <given-names>X</given-names>
            </name>
            <name>
              <surname>Liu</surname>
              <given-names>W</given-names>
            </name>
            <name>
              <surname>Jin</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Yu</surname>
              <given-names>W</given-names>
            </name>
            <name>
              <surname>Liu</surname>
              <given-names>L</given-names>
            </name>
            <name>
              <surname>Yu</surname>
              <given-names>H</given-names>
            </name>
          </person-group>
          <article-title>Effects of subchronic perfluorooctane sulfonate exposure of rats on calcium-dependent signaling molecules in the brain tissue</article-title>
          <source>Arch Toxicol</source>
          <year>2010</year>
          <volume>84</volume>
          <fpage>471</fpage>
          <lpage>479</lpage>
        </citation>
      </ref>
      <ref id="R16">
        <label>16</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Meganathan</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Jagtap</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Srinivasan</surname>
              <given-names>SP</given-names>
            </name>
            <name>
              <surname>Wagh</surname>
              <given-names>V</given-names>
            </name>
            <name>
              <surname>Hescheler</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Hengstler</surname>
              <given-names>J</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Neuronal developmental gene and miRNA signatures induced by histone deacetylase inhibitors in human embryonic stem cells</article-title>
          <source>Cell Death Dis</source>
          <year>2015</year>
          <volume>6</volume>
          <fpage>e1756</fpage>
        </citation>
      </ref>
      <ref id="R17">
        <label>17</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Moss</surname>
              <given-names>JI</given-names>
            </name>
            <name>
              <surname>Pontes</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Hansen</surname>
              <given-names>PJ</given-names>
            </name>
          </person-group>
          <article-title>Insulin-like growth factor-1 protects preimplantation embryos from anti-developmental actions of menadione</article-title>
          <source>Arch Toxicol</source>
          <year>2009</year>
          <volume>83</volume>
          <fpage>1001</fpage>
          <lpage>1007</lpage>
        </citation>
      </ref>
      <ref id="R18">
        <label>18</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Oesch</surname>
              <given-names>F</given-names>
            </name>
            <name>
              <surname>Dietrich</surname>
              <given-names>C</given-names>
            </name>
            <name>
              <surname>Naegeli</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Schwarz</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>van der Horst</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Zanger</surname>
              <given-names>U</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>New aspects on mechanisms of chemical carcinogenesis: emphasis on species and gender&#x2F;sex differences and developmental&#x2F;aging determinants</article-title>
          <source>Arch Toxicol</source>
          <year>2008</year>
          <volume>82</volume>
          <fpage>875</fpage>
          <lpage>880</lpage>
        </citation>
      </ref>
      <ref id="R19">
        <label>19</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Reif</surname>
              <given-names>R</given-names>
            </name>
          </person-group>
          <article-title>The body-on-a-chip concept: possibilities and limitations</article-title>
          <source>EXCLI J</source>
          <year>2014</year>
          <volume>13</volume>
          <fpage>1283</fpage>
          <lpage>1285</lpage>
        </citation>
      </ref>
      <ref id="R20">
        <label>20</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Rempel</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Hoelting</surname>
              <given-names>L</given-names>
            </name>
            <name>
              <surname>Waldmann</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Balmer</surname>
              <given-names>NV</given-names>
            </name>
            <name>
              <surname>Schildknecht</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Grinberg</surname>
              <given-names>M</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>A transcriptome-based classifier to identify developmental toxicants by stem cell testing: design, validation and optimization for histone deacetylase inhibitors</article-title>
          <source>Arch Toxicol</source>
          <year>2015</year>
          <volume>89</volume>
          <fpage>1599</fpage>
          <lpage>1618</lpage>
        </citation>
      </ref>
      <ref id="R21">
        <label>21</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Shinde</surname>
              <given-names>V</given-names>
            </name>
            <name>
              <surname>St&#xF6;ber</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Nemade</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Sotiriadou</surname>
              <given-names>I</given-names>
            </name>
            <name>
              <surname>Hescheler</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Hengstler</surname>
              <given-names>J</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Transcriptomics of hepatocytes treated with toxicants for investigating molecular mechanisms underlying hepatotoxicity</article-title>
          <source>Methods Mol Biol</source>
          <year>2015</year>
          <volume>1250</volume>
          <fpage>225</fpage>
          <lpage>240</lpage>
        </citation>
      </ref>
      <ref id="R22">
        <label>22</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Stapleton</surname>
              <given-names>AR</given-names>
            </name>
            <name>
              <surname>Chan</surname>
              <given-names>VT</given-names>
            </name>
          </person-group>
          <article-title>Subtoxic chlorpyrifos treatment resulted in differential expression of genes implicated in neurological functions and development</article-title>
          <source>Arch Toxicol</source>
          <year>2009</year>
          <volume>83</volume>
          <fpage>319</fpage>
          <lpage>333</lpage>
        </citation>
      </ref>
      <ref id="R23">
        <label>23</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>St&#xF6;ber</surname>
              <given-names>R</given-names>
            </name>
          </person-group>
          <article-title>Transcriptome based differentiation of harmless, teratogenetic and cytotoxic concentration ranges of valproic acid</article-title>
          <source>EXCLI J</source>
          <year>2014</year>
          <volume>13</volume>
          <fpage>1281</fpage>
          <lpage>1282</lpage>
        </citation>
      </ref>
      <ref id="R24">
        <label>24</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Waldmann</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Rempel</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Balmer</surname>
              <given-names>NV</given-names>
            </name>
            <name>
              <surname>K&#xF6;nig</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Kolde</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Gaspar</surname>
              <given-names>JA</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Design principles of concentration-dependent transcriptome deviations in drug-exposed differentiating stem cells</article-title>
          <source>Chem Res Toxicol</source>
          <year>2014</year>
          <volume>27</volume>
          <fpage>408</fpage>
          <lpage>420</lpage>
        </citation>
      </ref>
      <ref id="R25">
        <label>25</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Weng</surname>
              <given-names>Z</given-names>
            </name>
            <name>
              <surname>Ohtani</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Suda</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Yanagiba</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Kawamoto</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Nakajima</surname>
              <given-names>T</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Assessment of the reproductive toxicity of inhalation exposure to ethyl tertiary butyl ether in male mice with normal, low active and inactive ALDH2</article-title>
          <source>Arch Toxicol</source>
          <year>2014</year>
          <volume>88</volume>
          <fpage>1007</fpage>
          <lpage>1021</lpage>
        </citation>
      </ref>
      <ref id="R26">
        <label>26</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Xi</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Sun</surname>
              <given-names>W</given-names>
            </name>
            <name>
              <surname>Wang</surname>
              <given-names>F</given-names>
            </name>
            <name>
              <surname>Jin</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Sun</surname>
              <given-names>G</given-names>
            </name>
          </person-group>
          <article-title>Transplacental and early life exposure to inorganic arsenic affected development and behavior in offspring rats</article-title>
          <source>Arch Toxicol</source>
          <year>2009</year>
          <volume>83</volume>
          <fpage>549</fpage>
          <lpage>556</lpage>
        </citation>
      </ref>
      <ref id="R27">
        <label>27</label>
        <citation citation-type="journal">
          <person-group>
            <name>
              <surname>Zimmer</surname>
              <given-names>B</given-names>
            </name>
            <name>
              <surname>Pallocca</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Dreser</surname>
              <given-names>N</given-names>
            </name>
            <name>
              <surname>Foerster</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Waldmann</surname>
              <given-names>T</given-names>
            </name>
            <name>
              <surname>Westerhout</surname>
              <given-names>J</given-names>
            </name>
            <etal />
          </person-group>
          <article-title>Profiling of drugs and environmental chemicals for functional impairment of neural crest migration in a novel stem cell-based test battery</article-title>
          <source>Arch Toxicol</source>
          <year>2014</year>
          <volume>88</volume>
          <fpage>1109</fpage>
          <lpage>1126</lpage>
        </citation>
      </ref>
    </ref-list>
  </back>
</article>