<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.0 20120330//EN" "JATS-archivearticle1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Ontological Modeling of Two-Component Regulatory Systems</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Hsin-Hui Huang</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Meng Liu</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Yongqun He</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Department of Biotechnology and Laboratory Science in Medicine, National Yang-Ming University</institution>
          ,
          <addr-line>Taipei</addr-line>
          ,
          <country country="TW">Taiwan</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>OTCS, Two-component regulatory system</institution>
          ,
          <addr-line>Ontology</addr-line>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>State Key Laboratory of Microbial Metabolism, School of Life Science &amp; Biotechnology, Shanghai Jiao Tong University</institution>
          ,
          <addr-line>Shanghai</addr-line>
          ,
          <country country="CN">China</country>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>University of Michigan Medical School</institution>
          ,
          <addr-line>Ann Arbor, MI 48109</addr-line>
          ,
          <country country="US">USA</country>
        </aff>
      </contrib-group>
      <abstract>
        <p />
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>The two-component regulatory systems (TCSs), which comprise a
sensor kinase and a response regulator, serve as a prevalent
signal transduction system involving in multiple behaviors. To
support systematic and interoperable representatoin of various
types of TCS, we have initiated the development of a
communitybased Ontology of Two-Component Systems (OTCS). Bacterial
PhoPQ TCS in Escherichia coli is used as an example TCS for
OTCS modeling in the study.</p>
    </sec>
    <sec id="sec-2">
      <title>Introduction</title>
      <p>
        TCS is one of the well-known signal transduction system and
exists among in nearly all prokaryotes, many Archaea, and
eukaryotes such as plants, fungi, and yeasts (
        <xref ref-type="bibr" rid="ref1">1</xref>
        ). In general, the
TCS consists of two proteins, a sensor kinase for sensing signals
and a response regulator that affects the nurmous cellular
regulatory circuits. TCSs play a critical role in regulating
virulence, antibiotic resistance, and adaptation (
        <xref ref-type="bibr" rid="ref2">2</xref>
        ). However, the
signals and cellular response of the TCSs are complicated. To
better understand TCSs, we initiated our development of the
community-driven Ontology of Two-Component Systems
(OTCS) to represent and integrate various relationships among
TCSs, signals, TCSs regulon, and regulons’ role.
      </p>
    </sec>
    <sec id="sec-3">
      <title>Methods</title>
    </sec>
    <sec id="sec-4">
      <title>Results</title>
      <p>
        The OTCS ontology design follows the Open Biomedical
Ontologies (OBO) Foundry principle, and aligns with and reuses
terms from the OBO ontology such as the Protein Ontology (PR)
and the Ontology of Genes and Genomes (OGG). Protégé 4.3
OWL ontology editor (http:// protege.stanford.edu/) was used for
ontology establishment. Ontofox (http://ontofox.hegroup.org/)
was used to obtain the related term from different ontologies.
The OTCS key term ‘two-component regulatory system’
(OTCS_0000001) is defined as a subclass of RO:system, which
is a subclass of ‘material entity’ in the Basic Formal Ontology
(BFO). The PhoPQ TCS is a common TCS as shown in many
bacteria such as E. coli. PhoPQ TCS is essential for mediateing
the adaptation to magnesism limiting condition, stress resistance,
and virulence (
        <xref ref-type="bibr" rid="ref3">3</xref>
        ). The PhoPQ includes a sensor protein PhoQ and
a response regulator PhoP (Fig 1).
More information are also added in OTCS. For example, the
genes that encoded TCS proteins are also represented in OTCS.
OTCS also defines different roles, such as ‘bacterial sensor role’
that inheres in TCS sensor proteins. As a widely used bacterial
model, E. coli includes 30 TCSs. These TCSs, the TCS stimuli,
and the TCS effector protein are first represented in OTCS. TCSs
in other bacteria are also being added to OTCS. We will also
evaluate how OTCS can be used to support TCS comparisons and
knowledge discovery. The OTCS project website is located at
GitHub:https://github.com/biomedontology/otcs.
      </p>
    </sec>
    <sec id="sec-5">
      <title>Conclusions</title>
      <p>We have initiated the development of the OTCS to support
systematic and logic representation of TCS with the aim to not
only integrate the knowledge of TCS but also systematically
elucidate the TCSs regulatory network.</p>
    </sec>
    <sec id="sec-6">
      <title>Acknowledgements</title>
      <p>This work was supported by grant 108-2917-I-010-001 from
Ministry of Science and Technology of Taiwan.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          1.
          <string-name>
            <surname>Stock</surname>
            <given-names>AM</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Robinson</surname>
            <given-names>VL</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Goudreau</surname>
            <given-names>PN</given-names>
          </string-name>
          .
          <article-title>Two-component signal transduction</article-title>
          .
          <source>Ann Rev Biochem</source>
          .
          <year>2000</year>
          ;
          <volume>69</volume>
          :
          <fpage>183</fpage>
          -
          <lpage>215</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          2.
          <string-name>
            <surname>Gotoh</surname>
            <given-names>Y</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Eguchi</surname>
            <given-names>Y</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Watanabe</surname>
            <given-names>T</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Okamoto</surname>
            <given-names>S</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Doi</surname>
            <given-names>A</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Utsumi</surname>
            <given-names>R</given-names>
          </string-name>
          .
          <article-title>Two-component signal transduction as potential drug targets in pathogenic bacteria</article-title>
          .
          <source>Curr Opin Microbiol</source>
          .
          <year>2010</year>
          ;
          <volume>13</volume>
          :
          <fpage>232</fpage>
          -
          <lpage>9</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          3.
          <string-name>
            <surname>Yuan</surname>
            <given-names>J</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Jin</surname>
            <given-names>F</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Glatter</surname>
            <given-names>T</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Sourjik</surname>
            <given-names>V</given-names>
          </string-name>
          .
          <article-title>Osmosensing by the bacterial PhoQ/PhoP two-component system</article-title>
          .
          <source>Pron Natl Acad Sci U S A</source>
          .
          <year>2017</year>
          ;
          <volume>114</volume>
          :
          <fpage>E10792</fpage>
          -
          <lpage>98</lpage>
          .
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>