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      <title-group>
        <article-title>OGG-Bac: Ontological Representation of Orthologous Bacterial Genes</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Meng Liu</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Hong-Yu Ou</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Yongqun He</string-name>
          <email>yongqunh@med.umich.edu</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>State Key Laboratory of Microbial Metabolism, School of Life Sciences &amp; Biotechnology, Shanghai Jiao Tong University</institution>
          ,
          <addr-line>Shanghai</addr-line>
          ,
          <country country="CN">China</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>University of Michigan Medical School</institution>
          ,
          <addr-line>Ann Arbor, MI 48109</addr-line>
          ,
          <country country="US">USA</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2016</year>
      </pub-date>
      <abstract>
        <p />
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>Different from eukaryotic organisms that turn to have one set of
gene annotations, bacteria are usually annotated with
strainspecific genome annotations within which a large number of
genes (e.g., DNA replication initiation factor dnaA gene) may be
orthologs. To systematically integrate and analyze bacterial
genes, we developed a bacterial branch of the Ontology of Genes
and Genomes (OGG-Bac) with a focus on standardized
orthologous gene representation and annotations.
OGG; ortholog; bacteria gene</p>
    </sec>
    <sec id="sec-2">
      <title>Introduction</title>
      <p>Eukaryotic organisms usually have one set of gene annotations
for each species (e.g., human). For bacteria, each bacterial species
turns to have decades and even hundreds of strains with
sequenced genomes, and each genome is individually annotated.
Therefore, it is very difficult to integrate the huge number of
bacterial genes in the same species or at higher taxonomy levels.
Orthologous genes have evolved from a common ancestral gene.
Using the OGG (an OBO Foundry library ontology) as a platform,
an ontological representation of the hierarchy and properties of
the bacterial orthologs at different taxonomic levels can facilitate
the standardization and better understanding of the complex
relations among various bacterial genes.</p>
    </sec>
    <sec id="sec-3">
      <title>Methods</title>
    </sec>
    <sec id="sec-4">
      <title>Results</title>
      <p>OGG-Bac was aligned with the OGG-core. The web servers
Ontobee (http://www.ontobee.org/) and Ontofox
(http://ontofox.hegroup.org) were applied to check and import the
related existing terms from reliable ontologies. The Protégé-OWL
editor was used for manually ontology editing.</p>
      <p>Figure 1 uses gene dnaA to illustrate how OGG-Bac represents
different levels of bacterial orthologs. The dnaA gene encodes the
DNA replication initiation factor in bacteria. It is the first gene in
the synthetic minimal bacterial genomes (1) and conserved in
various bacteria (e.g., Brucella and E. coli).
Our representation strategy principles: (i) Use unique gene IDs
for different levels of dnaA. (ii) Strain-specific genes are asserted
based on their taxonomy hierarchy. (iii) For annotation, use the
most common gene name as the gene label, and includes other
gene labels (if different) as the alternative labels (Figure 1).
We are first representing the genes in the synthetic minimal
bacterial genomes (1) and their orthologous genes in other bacteria.</p>
    </sec>
    <sec id="sec-5">
      <title>Conclusions</title>
      <p>OGG-Bac was developed to ontologically represent and annotate
bacterial genes based on the ortholog gene hierarchy at different
taxonomical levels.</p>
    </sec>
    <sec id="sec-6">
      <title>Acknowledgments</title>
      <p>National Key R&amp;D Program of China [2017YFC1600100 to
H.Y.O.]; ML was supported by a jointly funded
Ph.D.studentship of the China Scholarship Council and University of
Michigan Medical School (Grant No. 201806230209).</p>
    </sec>
    <sec id="sec-7">
      <title>Address for correspondence</title>
    </sec>
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