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<journal-meta>
<journal-id journal-id-type="nlm-ta">PLoS ONE</journal-id>
<journal-id journal-id-type="publisher-id">plos</journal-id>
<journal-id journal-id-type="pmc">plosone</journal-id>
<journal-title-group>
<journal-title>PLOS ONE</journal-title>
</journal-title-group>
<issn pub-type="epub">1932-6203</issn>
<publisher>
<publisher-name>Public Library of Science</publisher-name>
<publisher-loc>San Francisco, CA USA</publisher-loc>
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<article-meta>
<article-id pub-id-type="doi">10.1371/journal.pone.0208432</article-id>
<article-id pub-id-type="publisher-id">PONE-D-18-11945</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Research Article</subject>
</subj-group>
<subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Organisms</subject><subj-group><subject>Bacteria</subject><subj-group><subject>Borrelia</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Microbiology</subject><subj-group><subject>Medical microbiology</subject><subj-group><subject>Microbial pathogens</subject><subj-group><subject>Bacterial pathogens</subject><subj-group><subject>Borrelia</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Pathology and laboratory medicine</subject><subj-group><subject>Pathogens</subject><subj-group><subject>Microbial pathogens</subject><subj-group><subject>Bacterial pathogens</subject><subj-group><subject>Borrelia</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Organisms</subject><subj-group><subject>Bacteria</subject><subj-group><subject>Borrelia</subject><subj-group><subject>Borrelia burgdorferi</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Microbiology</subject><subj-group><subject>Medical microbiology</subject><subj-group><subject>Microbial pathogens</subject><subj-group><subject>Bacterial pathogens</subject><subj-group><subject>Borrelia</subject><subj-group><subject>Borrelia burgdorferi</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Pathology and laboratory medicine</subject><subj-group><subject>Pathogens</subject><subj-group><subject>Microbial pathogens</subject><subj-group><subject>Bacterial pathogens</subject><subj-group><subject>Borrelia</subject><subj-group><subject>Borrelia burgdorferi</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Organisms</subject><subj-group><subject>Bacteria</subject><subj-group><subject>Spirochetes</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Microbiology</subject><subj-group><subject>Medical microbiology</subject><subj-group><subject>Microbial pathogens</subject><subj-group><subject>Bacterial pathogens</subject><subj-group><subject>Spirochetes</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Pathology and laboratory medicine</subject><subj-group><subject>Pathogens</subject><subj-group><subject>Microbial pathogens</subject><subj-group><subject>Bacterial pathogens</subject><subj-group><subject>Spirochetes</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Genetics</subject><subj-group><subject>Genomics</subject><subj-group><subject>Animal genomics</subject><subj-group><subject>Reptile genomics</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Infectious diseases</subject><subj-group><subject>Bacterial diseases</subject><subj-group><subject>Borrelia infection</subject><subj-group><subject>Lyme disease</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Rheumatology</subject><subj-group><subject>Lyme disease</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Biochemistry</subject><subj-group><subject>Proteins</subject><subj-group><subject>Synport proteins</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Cell biology</subject><subj-group><subject>Cellular structures and organelles</subject><subj-group><subject>Cell membranes</subject><subj-group><subject>Membrane proteins</subject><subj-group><subject>Outer membrane proteins</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Medicine and health sciences</subject><subj-group><subject>Infectious diseases</subject><subj-group><subject>Disease vectors</subject><subj-group><subject>Ticks</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Species interactions</subject><subj-group><subject>Disease vectors</subject><subj-group><subject>Ticks</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Biology and life sciences</subject><subj-group><subject>Organisms</subject><subj-group><subject>Eukaryota</subject><subj-group><subject>Animals</subject><subj-group><subject>Invertebrates</subject><subj-group><subject>Arthropoda</subject><subj-group><subject>Arachnida</subject><subj-group><subject>Ixodes</subject><subj-group><subject>Ticks</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></article-categories>
<title-group>
<article-title>The genus <italic>Borrelia</italic> reloaded</article-title>
<alt-title alt-title-type="running-head"><italic>Borrelia</italic> genus</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes" equal-contrib="yes" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0001-5304-9615</contrib-id>
<name name-style="western">
<surname>Margos</surname>
<given-names>Gabriele</given-names>
</name>
<role content-type="http://credit.casrai.org/">Conceptualization</role>
<role content-type="http://credit.casrai.org/">Funding acquisition</role>
<role content-type="http://credit.casrai.org/">Project administration</role>
<role content-type="http://credit.casrai.org/">Writing – original draft</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor001">*</xref>
</contrib>
<contrib contrib-type="author" equal-contrib="yes" xlink:type="simple">
<name name-style="western">
<surname>Gofton</surname>
<given-names>Alex</given-names>
</name>
<role content-type="http://credit.casrai.org/">Formal analysis</role>
<role content-type="http://credit.casrai.org/">Funding acquisition</role>
<role content-type="http://credit.casrai.org/">Resources</role>
<role content-type="http://credit.casrai.org/">Writing – original draft</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff002"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Wibberg</surname>
<given-names>Daniel</given-names>
</name>
<role content-type="http://credit.casrai.org/">Data curation</role>
<role content-type="http://credit.casrai.org/">Resources</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff003"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Dangel</surname>
<given-names>Alexandra</given-names>
</name>
<role content-type="http://credit.casrai.org/">Formal analysis</role>
<role content-type="http://credit.casrai.org/">Resources</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Marosevic</surname>
<given-names>Durdica</given-names>
</name>
<role content-type="http://credit.casrai.org/">Formal analysis</role>
<role content-type="http://credit.casrai.org/">Resources</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Loh</surname>
<given-names>Siew-May</given-names>
</name>
<role content-type="http://credit.casrai.org/">Funding acquisition</role>
<role content-type="http://credit.casrai.org/">Methodology</role>
<role content-type="http://credit.casrai.org/">Resources</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff002"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0001-8886-2120</contrib-id>
<name name-style="western">
<surname>Oskam</surname>
<given-names>Charlotte</given-names>
</name>
<role content-type="http://credit.casrai.org/">Conceptualization</role>
<role content-type="http://credit.casrai.org/">Funding acquisition</role>
<role content-type="http://credit.casrai.org/">Resources</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff002"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Fingerle</surname>
<given-names>Volker</given-names>
</name>
<role content-type="http://credit.casrai.org/">Conceptualization</role>
<role content-type="http://credit.casrai.org/">Funding acquisition</role>
<role content-type="http://credit.casrai.org/">Resources</role>
<role content-type="http://credit.casrai.org/">Writing – original draft</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
</contrib>
</contrib-group>
<aff id="aff001"><label>1</label> <addr-line>Bavarian Health and Food Safety Authority and National Reference Center for Borrelia, Oberschleissheim, Germany</addr-line></aff>
<aff id="aff002"><label>2</label> <addr-line>Vector &amp; Waterborne Pathogens Research Group, School of Veterinary &amp; Life Sciences, Murdoch University, South St, Murdoch, Australia</addr-line></aff>
<aff id="aff003"><label>3</label> <addr-line>Cebitec, University of Bielefeld, Bielefeld, Germany</addr-line></aff>
<contrib-group>
<contrib contrib-type="editor" xlink:type="simple">
<name name-style="western">
<surname>Bergström</surname>
<given-names>Sven</given-names>
</name>
<role>Editor</role>
<xref ref-type="aff" rid="edit1"/>
</contrib>
</contrib-group>
<aff id="edit1"><addr-line>Umeå University, SWEDEN</addr-line></aff>
<author-notes>
<fn fn-type="conflict" id="coi001">
<p>The authors have declared that no competing interests exist.</p>
</fn>
<corresp id="cor001">* E-mail: <email xlink:type="simple">gabriele.margos@lgl.bayern.de</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>12</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="collection">
<year>2018</year>
</pub-date>
<volume>13</volume>
<issue>12</issue>
<elocation-id>e0208432</elocation-id>
<history>
<date date-type="received">
<day>4</day>
<month>5</month>
<year>2018</year>
</date>
<date date-type="accepted">
<day>5</day>
<month>11</month>
<year>2018</year>
</date>
</history>
<permissions>
<copyright-year>2018</copyright-year>
<copyright-holder>Margos et al</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="info:doi/10.1371/journal.pone.0208432"/>
<abstract>
<p>The genus <italic>Borrelia</italic>, originally described by Swellengrebel in 1907, contains tick- or louse-transmitted spirochetes belonging to the relapsing fever (RF) group of spirochetes, the Lyme borreliosis (LB) group of spirochetes and spirochetes that form intermittent clades. In 2014 it was proposed that the genus <italic>Borrelia</italic> should be separated into two genera; <italic>Borrelia</italic> Swellengrebel 1907 emend. Adeolu and Gupta 2014 containing RF spirochetes and <italic>Borreliella</italic> Adeolu and Gupta 2014 containing LB group of spirochetes. In this study we conducted an analysis based on a method that is suitable for bacterial genus demarcation, the percentage of conserved proteins (POCP). We included RF group species, LB group species and two species belonging to intermittent clades, <italic>Borrelia turcica</italic> Güner et al. 2004 and <italic>Candidatus</italic> Borrelia tachyglossi Loh et al. 2017. These analyses convincingly showed that all groups of spirochetes belong into one genus and we propose to emend, and re-unite all groups in, the genus <italic>Borrelia</italic>.</p>
</abstract>
<funding-group>
<award-group id="award001">
<funding-source>
<institution>Australian Postgraduate Award</institution>
</funding-source>
<principal-award-recipient>
<name name-style="western">
<surname>Gofton</surname>
<given-names>Alex</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group id="award002">
<funding-source>
<institution>International Postgraduate Research Scholarship</institution>
</funding-source>
<principal-award-recipient>
<name name-style="western">
<surname>Loh</surname>
<given-names>Siew-May</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group id="award003">
<funding-source>
<institution-wrap>
<institution-id institution-id-type="funder-id">http://dx.doi.org/10.13039/501100000923</institution-id>
<institution>Australian Research Council</institution>
</institution-wrap>
</funding-source>
<award-id>LP160100200</award-id>
<principal-award-recipient>
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0001-8886-2120</contrib-id>
<name name-style="western">
<surname>Oskam</surname>
<given-names>Charlotte</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group id="award004">
<funding-source>
<institution-wrap>
<institution-id institution-id-type="funder-id">http://dx.doi.org/10.13039/501100000801</institution-id>
<institution>Bayer HealthCare</institution>
</institution-wrap>
</funding-source>
<principal-award-recipient>
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0001-8886-2120</contrib-id>
<name name-style="western">
<surname>Oskam</surname>
<given-names>Charlotte</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group id="award005">
<funding-source>
<institution-wrap>
<institution-id institution-id-type="funder-id">http://dx.doi.org/10.13039/501100001799</institution-id>
<institution>Murdoch University</institution>
</institution-wrap>
</funding-source>
<award-id>Small Grant Scheme</award-id>
<principal-award-recipient>
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0001-8886-2120</contrib-id>
<name name-style="western">
<surname>Oskam</surname>
<given-names>Charlotte</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group id="award006">
<funding-source>
<institution>Robert-Koch-Institute, Germany</institution>
</funding-source>
<principal-award-recipient>
<name name-style="western">
<surname>Fingerle</surname>
<given-names>Volker</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group id="award007">
<funding-source>
<institution-wrap>
<institution-id institution-id-type="funder-id">http://dx.doi.org/10.13039/501100001704</institution-id>
<institution>European Society of Clinical Microbiology and Infectious Diseases</institution>
</institution-wrap>
</funding-source>
<award-id>ESGBOR Study Group 2015</award-id>
<principal-award-recipient>
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0001-5304-9615</contrib-id>
<name name-style="western">
<surname>Margos</surname>
<given-names>Gabriele</given-names>
</name>
</principal-award-recipient>
</award-group>
<funding-statement>This study was part-funded by the Australian Postgraduate Award (AG), the International Postgraduate Research Scholarship (SML), the Australian Research Council (LP160100200 to CO), Bayer HealthCare (Germany) and Bayer Australia, the Murdoch University Small Grant Scheme (CO), the Robert-Koch-Institute via the German National Reference Centre for Borrelia (VF), and ESCMID via a ESGBOR Study Group grant 2015 (GM). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</funding-statement>
</funding-group>
<counts>
<fig-count count="4"/>
<table-count count="2"/>
<page-count count="14"/>
</counts>
<custom-meta-group>
<custom-meta id="data-availability">
<meta-name>Data Availability</meta-name>
<meta-value>Relevant data are within the paper and its Supporting Information files. All genome files are available from the NCBI GenBank database (accession number(s) are given in the manuscript).</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="sec001" sec-type="intro">
<title>Introduction</title>
<p>The spirochete genus <italic>Borrelia</italic>, named after the French biologist Amédée Borrel, was originally described in 1907 by Swellengrebel [<xref ref-type="bibr" rid="pone.0208432.ref001">1</xref>], with <italic>B</italic>. <italic>anserina</italic> (Sakharoff 1891) Bergey <italic>et al</italic>. 1925 designated as the type species. Since then numerous species and strains have been described, and members of this genus are well recognized as the aetiological agents of Lyme borreliosis (LB) and relapsing fever (RF) in humans. Lyme borreliosis and RF genospecies have long been recognized to have different clinical, biological, and epidemiological characteristics, and phylogenetic data is concordant with this, demonstrating that these two groups are genetically similar yet distinct, and form independent monophyletic sister clades that share a common ancestor [<xref ref-type="bibr" rid="pone.0208432.ref002">2</xref>].</p>
<p>Nevertheless, LB and RF <italic>Borrelia</italic> share a common set of genetic and biological characteristics that unify these organisms as a group compared to other related spirochetes. Namely, all LB and RF <italic>Borrelia</italic> species are spirochetes with an obligate parasitic lifestyle, are transmitted between vertebrate hosts by arthropod vectors (ticks and louse), and can be transstadially transmitted within their arthropod vectors. Various vector associations of <italic>Borrelia</italic> have been found in nature, with the genus <italic>Ixodes</italic> mainly vectoring LB species while argasid ticks often vector the RF group. However, some members of the RF group are associated with hard ticks of the family Ixodidae (e.g. <italic>B</italic>. <italic>lonestari</italic>) [<xref ref-type="bibr" rid="pone.0208432.ref003">3</xref>], with the human body louse <italic>Pediculus humanus</italic> (<italic>B</italic>. <italic>recurrentis</italic>) [<xref ref-type="bibr" rid="pone.0208432.ref004">4</xref>] or the genus <italic>Ixodes</italic> (e.g. <italic>B</italic>. <italic>miyamotoi</italic>) [<xref ref-type="bibr" rid="pone.0208432.ref005">5</xref>]. The genus <italic>Ixodes</italic> represents an ancient genus of the family Ixodidae sharing numerous original features with argasid ticks. Both, LB and RF spirochetes are dependent on their vertebrate and arthropod hosts for the majority of their nutritional requirements, and share a unique genomic structure comprised of a single highly conserved linear chromosome and numerous extrachromosomal linear and circular plasmids that can be highly variable between strains [<xref ref-type="bibr" rid="pone.0208432.ref006">6</xref>–<xref ref-type="bibr" rid="pone.0208432.ref008">8</xref>].</p>
<p>Recently, a third group of <italic>Borrelia</italic> organisms has been described that are associated with reptile and echidna (<italic>Tachyglossus aculeatus</italic>) hosts, and do not phylogenetically cluster within either the RF or LB clades. Instead these novel borreliae form their own independent lineages which sit as an outgroup to, and shares a most recent common ancestor with, the RF clade [<xref ref-type="bibr" rid="pone.0208432.ref009">9</xref>]. This novel clade currently has two designated species, <italic>B</italic>. <italic>turcica</italic> [<xref ref-type="bibr" rid="pone.0208432.ref010">10</xref>] and ‘<italic>Candidatus</italic> Borrelia tachyglossi’ [<xref ref-type="bibr" rid="pone.0208432.ref009">9</xref>, <xref ref-type="bibr" rid="pone.0208432.ref011">11</xref>, <xref ref-type="bibr" rid="pone.0208432.ref012">12</xref>], and several other genetic variants that are yet to be formally taxonomically classified [<xref ref-type="bibr" rid="pone.0208432.ref013">13</xref>]. Known vectors for this group include hard ticks of the genera <italic>Amblyomma</italic>, <italic>Bothriocroton</italic>, and <italic>Hyalomma</italic> [<xref ref-type="bibr" rid="pone.0208432.ref010">10</xref>, <xref ref-type="bibr" rid="pone.0208432.ref011">11</xref>, <xref ref-type="bibr" rid="pone.0208432.ref013">13</xref>].</p>
<p>Recently Adeolu and Gupta [<xref ref-type="bibr" rid="pone.0208432.ref014">14</xref>] proposed to divide <italic>Borrelia</italic> into two genera to reflect the genetic and phenotypic divergence between LB and RF species, however, this proposal remains under debate [<xref ref-type="bibr" rid="pone.0208432.ref015">15</xref>, <xref ref-type="bibr" rid="pone.0208432.ref016">16</xref>], and has not been widely utilized in the literature. The justification for this proposal was largely based on the identification of conserved signature insertions/deletions (indels) (CSIs) and conserved signature proteins (CSPs) that are differentially present in the LB or RF <italic>Borrelia</italic> genogroup, as well as average nucleotide identity (ANI) values calculated between whole genomes of 18 <italic>Borrelia</italic> species including eight LB species and ten RF species. Although it is uncontested that these differences exist between LB and RF <italic>Borrelia</italic>, we propose that the methodology used to identify these group-specific differences is subjective and has a highly limited power to delineate LB and RF <italic>Borrelia</italic> into separate genera.</p>
<p>The methodology employed by Adeolu and Gupta [<xref ref-type="bibr" rid="pone.0208432.ref014">14</xref>] reported only “CSIs that are specific for different groups within the <italic>Borrelia</italic>”, and CSPs only “if either all significant [BLAST] hits were from well-defined group of <italic>Borrelia</italic> or which involved a large increase in E-values from the last hit belonging to a particular group of <italic>Borrelia</italic> to the first hit from any other group”. This methodology specifically identifies only CSIs and CSPs that are exclusive only to one <italic>Borrelia</italic> genogroup, and precludes the detection of CSIs or CSPs that may be shared non-exclusively between both genogroups (i.e. contests the hypothesis that LB and RF belong in different genera). This data presented in isolation misrepresents the extent of genomic divergence between LB and RF <italic>Borrelia</italic> and fails to consider widespread genomic similarities between these two groups. Additionally, although ANI has previously been used to investigate prokaryote taxonomy [<xref ref-type="bibr" rid="pone.0208432.ref017">17</xref>], a comprehensive review of this method revealed that although ANI can accurately quantify the genetic relationships between strains belonging to the same species, it was not suitable to differentiate prokaryotic genera. This is due to significant overlapping of intergenera ANI and interspecies ANI values [<xref ref-type="bibr" rid="pone.0208432.ref018">18</xref>], which leads to unreliability in the method.</p>
<p>Alternatively, Qin et al. [<xref ref-type="bibr" rid="pone.0208432.ref018">18</xref>] presented a more heuristic method for delineating prokaryotic genera that measures the percentage of conserved proteins (POCP) between whole genome pairs, reasoning that the degree of protein conservation reflect both genetic and phenotypic relatedness more substantially. Qin et al. [<xref ref-type="bibr" rid="pone.0208432.ref018">18</xref>] demonstrated that among 235 prokaryotic species from 97 genera that POCP values had a higher predictive power than ANI to delineate genera. They showed that with few exceptions POCP values of ≥ 50% could be considered a threshold for prokaryotic genus delimitation, pending other genomic factors that influence POCP, such as large differences in genome size.</p>
<p>Here we investigate the validity of the proposed delineation of LB and RF <italic>Borrelia</italic> into separate genera by performing pairwise analysis of POCP values between 30 <italic>Borrelia</italic> type strain genomes (where possible), including two new <italic>Borrelia</italic> genomes from the novel reptile and echidna-associated clade, <italic>B</italic>. <italic>turcica</italic>, and <italic>‘Candidatus</italic> Borrelia tachyglossi’, which have yet to be analyzed in this context. We also re-examine the CSIs previously used to support the delineation of LB and RF <italic>Borrelia</italic> in the genomes of <italic>B</italic>. <italic>turcica</italic> and ‘<italic>Candidatus</italic> Borrelia tachyglossi’ to establish whether these molecular markers are useful to establishing the relationship of <italic>B</italic>. <italic>turcica</italic>, and <italic>‘Candidatus</italic> Borrelia tachyglossi’. Our analyses indicate that insufficient genomic divergence exist between LB and RF <italic>Borrelia</italic> to consider them separate genera, and that <italic>Borrelia</italic> CSIs are limited in their ability to unambiguously distinguish the taxonomic identity of <italic>B</italic>. <italic>turcica</italic> and ‘<italic>Candidatus</italic> Borrelia tachyglossi’.</p>
</sec>
<sec id="sec002" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="sec003">
<title>Strain included in this study</title>
<p>In order to accurately assess <italic>Borrelia</italic> intra-genus POCP, the proteomes of 30 <italic>Borrelia</italic> species strains, including <italic>n</italic> = 17 strains from the LB group, <italic>n</italic> = 11 from the RF group, and <italic>n</italic> = 2 from the reptile and echidna-associated group, were retrieved from GenBank (National Center for Biotechnology Information (NCBI), Bethesda (MD), <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/" xlink:type="simple">https://www.ncbi.nlm.nih.gov/</ext-link>) or sequenced and assembled from low passage type cultures except ‘<italic>Candidatus</italic> B. tachyglossi’ which was sequenced from a single tick [<xref ref-type="bibr" rid="pone.0208432.ref012">12</xref>, <xref ref-type="bibr" rid="pone.0208432.ref019">19</xref>]. A tree summarizing the phylogenetic relationship based on 791 homologous proteins is shown in <xref ref-type="fig" rid="pone.0208432.g001">Fig 1</xref>. A full summary of strains used is presented in <xref ref-type="table" rid="pone.0208432.t001">Table 1</xref>. To determine the levels of inter-genera POCP within the order Spirochaetales, an additional 54 proteomes, including <italic>n</italic> = 8 <italic>Brachyspira</italic>, <italic>n</italic> = 21 <italic>Leptospira</italic>, <italic>n</italic> = 5 <italic>Spirochaeta</italic>, and <italic>n</italic> = 20 <italic>Treponema</italic> species, were retrieved from GenBank (<xref ref-type="supplementary-material" rid="pone.0208432.s001">S1 Table</xref>) and included in the POCP analysis.</p>
<fig id="pone.0208432.g001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0208432.g001</object-id>
<label>Fig 1</label>
<caption>
<title>Phylogenetic reconstruction of <italic>Borrelia</italic> species based on 791 aligned protein homologs built with the PEPR pipeline and FastTree2 with 100 jackknifed resampling replicates.</title>
<p>All node support values are 100 except where indicated.</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0208432.g001" xlink:type="simple"/>
</fig>
<table-wrap id="pone.0208432.t001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0208432.t001</object-id>
<label>Table 1</label> <caption><title>Borrelia species and strains included in study.</title></caption>
<alternatives>
<graphic id="pone.0208432.t001g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0208432.t001" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left"/>
<th align="left">type strain</th>
<th align="left">strain included</th>
<th align="left">sequence source/GB accession number</th>
<th align="left" colspan="4">available at culture collection</th>
</tr>
<tr>
<th align="left"><italic> </italic></th>
<th align="left"/>
<th align="left"/>
<th align="left"/>
<th align="left">ATCC</th>
<th align="left">DSMZ</th>
<th align="left">CIP</th>
<th align="left">JCM</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><bold>Lyme borreliosis group</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>Borrelia afzelii</italic> (Canica et al. 1994, sp. nov.)</td>
<td align="left">VS461<sup>T</sup></td>
<td align="left">PKo</td>
<td align="left">NC_008277</td>
<td align="left"/>
<td align="left">DSM-10508</td>
<td align="left">CIP 103469</td>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>Borrelia americana</italic> (Rudenko et al. 2010, sp. nov.)</td>
<td align="left">SCW41<sup>T</sup></td>
<td align="left">SCW41 <sup>T</sup></td>
<td align="left">SAMN05328445</td>
<td align="left">BAA-1877</td>
<td align="left">DSM-22541</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>Borrelia bavariensis</italic> (Margos et al. 2013, sp. nov.)</td>
<td align="left">PBi <sup>T</sup></td>
<td align="left">PBi <sup>T</sup></td>
<td align="left">CP028872</td>
<td align="left">BAA-2496</td>
<td align="left">DSM-23469</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>Borrelia bissettiae</italic> (Margos et al. 2016, sp. nov.)</td>
<td align="left">DN127 <sup>T</sup></td>
<td align="left">DN127 <sup>T</sup></td>
<td align="left">NC_015921</td>
<td align="left"/>
<td align="left">DSM-17990</td>
<td align="left">CIP 109136</td>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>Borrelia burgdorferi</italic> (Johnson et al. 1984, sp. nov.)</td>
<td align="left">B31 <sup>T</sup></td>
<td align="left">B31 <sup>T</sup></td>
<td align="left">NC_001318</td>
<td align="left">35210</td>
<td align="left">DSM-4680</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>Borrelia californiensis</italic> (Margos et al. 2016, sp. nov.)</td>
<td align="left">CA446 <sup>T</sup></td>
<td align="left">CA446 <sup>T</sup></td>
<td align="left">SAMN05328472</td>
<td align="left">BAA-2689</td>
<td align="left">DSM-17989</td>
<td align="left">CIP 109133</td>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>Borrelia carolinensis</italic> (Rudenko et al. 2011, sp. nov.)</td>
<td align="left">SCW22 <sup>T</sup></td>
<td align="left">SCW22 <sup>T</sup></td>
<td align="left">SAMN05328473</td>
<td align="left">BAA-1773</td>
<td align="left">DSM-22119</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>"Borrelia chilensis"</italic></td>
<td align="left">VA1</td>
<td align="left">VA1</td>
<td align="left">CP009910</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>"Borrelia finlandensis"</italic></td>
<td align="left">SV1</td>
<td align="left">SV1</td>
<td align="left">NZ_ABJZ00000000</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>Borrelia garinii</italic> (Baranton et al. 1992, sp. nov.)</td>
<td align="left">20047 <sup>T</sup></td>
<td align="left">20047 <sup>T</sup></td>
<td align="left">CP028861</td>
<td align="left">51383</td>
<td align="left">DSM-10534</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>Borrelia japonica</italic> (Kawabata et al. 1994, sp. nov.)</td>
<td align="left">HO14 <sup>T</sup></td>
<td align="left">HO14 <sup>T</sup></td>
<td align="left">SAMN05328497</td>
<td align="left">51557</td>
<td align="left"/>
<td align="left"/>
<td align="left">JCM 8951</td>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>Borrelia kurtenbachii</italic> (Margos et al. 2014, sp. nov.)</td>
<td align="left">25015 <sup>T</sup></td>
<td align="left">25015</td>
<td align="left">SAMN05328498</td>
<td align="left">BAA-2495</td>
<td align="left">DSM-26572</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>Borrelia lusitaniae</italic> (Le Fleche et al. 1997, sp. nov.)</td>
<td align="left">PotiB2 <sup>T</sup></td>
<td align="left">PotiB2 <sup>T</sup></td>
<td align="left">SAMN05328499</td>
<td align="left"/>
<td align="left">DSM-107168</td>
<td align="left">CIP 105366</td>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>Borrelia mayonii</italic> (Pritt et al. 2016, sp. nov.)</td>
<td align="left">MN14-1420 <sup>T</sup></td>
<td align="left">MN14-1420 <sup>T</sup></td>
<td align="left">NZ_CP015780</td>
<td align="left">BAA-2743</td>
<td align="left">DSM-102811</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>Borrelia spielmanii</italic> (Richter et al. 2006, sp. nov.)</td>
<td align="left">PC-Eq17 <sup>T</sup></td>
<td align="left">A14S</td>
<td align="left">NZ_ABKB00000000</td>
<td align="left"/>
<td align="left">DSM-16813</td>
<td align="left">CIP 108855</td>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>Borrelia valaisiana</italic> (Wang et al. 1997, sp. nov.)</td>
<td align="left">VS116 <sup>T</sup></td>
<td align="left">VS116 <sup>T</sup></td>
<td align="left">SAMN02436326</td>
<td align="left"/>
<td align="left">DSM-21467</td>
<td align="left">CIP 105367</td>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><italic>Borrelia yangtzensis</italic> (Margos et al. 2015, sp. nov.)</td>
<td align="left">Okinawa-CW62 <sup>T</sup></td>
<td align="left">Okinawa-CW62 <sup>T</sup></td>
<td align="left">SAMN08904503</td>
<td align="left">DSM-24625</td>
<td align="left"/>
<td align="left"/>
<td align="left">JCM 17189</td>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><bold>Reptile associated group</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Borrelia turcica</italic> (Güner et al. 2004, sp. nov.)</td>
<td align="left">IST7 <sup>T</sup></td>
<td align="left">IST7 <sup>T</sup></td>
<td align="left">CP028884-91</td>
<td align="left"/>
<td align="left">DSM-16138</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF"><bold>Australian <italic>Borrelia</italic></bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Candidatus</italic> Borrelia tachyglossi (Loh et al. 2017)</td>
<td align="left"/>
<td align="left">1268-Bc-F10<xref ref-type="table-fn" rid="t001fn002">*</xref></td>
<td align="left">CP025785-90</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><bold>Relapsing fever group</bold></td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Borrelia anserina</italic> (Sakharoff 1891) Bergey et al. 1925, species.</td>
<td align="left">nd</td>
<td align="left">BA2</td>
<td align="left">NZ_CP005829</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Borrelia coriaceae</italic></td>
<td align="left">nd</td>
<td align="left">Co53</td>
<td align="left">NZ_CP005745</td>
<td align="left">ATCC 43381</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Borrelia crocidurae</italic> (Leger 1917) Davis 1957, species.</td>
<td align="left">nd</td>
<td align="left">Achema</td>
<td align="left">NC_017808</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Borrelia duttonii</italic> (Novy and Knapp 1906) Bergey et al. 1925, species.</td>
<td align="left">nd</td>
<td align="left">Ly</td>
<td align="left">NC_011229</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Borrelia hermsii</italic> (Davis 1942) Steinhaus 1946, species.</td>
<td align="left">nd</td>
<td align="left">HS1</td>
<td align="left">NZ_CP014349</td>
<td align="left">BAA-2821</td>
<td align="left">DSM 4682</td>
<td align="left">CIP 104209</td>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Borrelia hispanica</italic> (de Buen 1926) Steinhaus 1946, species.</td>
<td align="left">nd</td>
<td align="left">CRI</td>
<td align="left">NZ_AYOU00000000</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Borrelia miyamotoi</italic> Fukunaga et al. 1995</td>
<td align="left">HT31<sup>T</sup></td>
<td align="left">LB-2001</td>
<td align="left">NC_022079</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Borrelia parkeri</italic> (Davis 1942) Steinhaus 1946, species.</td>
<td align="left">nd</td>
<td align="left">SLO</td>
<td align="left">NZ_CP005851</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Borrelia persica</italic> (Dschunkowsky 1913) Steinhaus 1946, species.</td>
<td align="left">nd</td>
<td align="left">No12</td>
<td align="left">NZ_AYOT00000000</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Borrelia recurrentis</italic> (Lebert 1874) Bergey et al. 1925, species.</td>
<td align="left">nd</td>
<td align="left">A1</td>
<td align="left">NC_011244</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"><italic>Borrelia turicatae</italic> (Brumpt 1933) Steinhaus 1946, species.</td>
<td align="left">nd</td>
<td align="left">91E135</td>
<td align="left">NC_008710</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t001fn001"><p>GB = GenBank; ATCC = American Type Culture Collection; DSMZ = Deutsche Stammsammlung für Mikroorganismen und Zellkulturen; JCM = Japan Collection of Microoranisms; nd = no data</p></fn>
<fn id="t001fn002"><p>*sample ID</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec004">
<title>Sequence analyses</title>
<p>POCP analysis was performed according to Qin et al. [<xref ref-type="bibr" rid="pone.0208432.ref018">18</xref>] and as described in [<xref ref-type="bibr" rid="pone.0208432.ref020">20</xref>]. Briefly, for each genome pair reciprocal BLASTP [<xref ref-type="bibr" rid="pone.0208432.ref021">21</xref>] was used to identify homologous proteins between genome pairs. Proteins were considered to be conserved if the BLAST matches had an E-value of &lt; 1e-5, &gt;40% sequence identity and &gt;50% of the query sequence in each of the reciprocal searches. The POCP value for a genome pair was then determined as [(C<sub>1</sub>+C<sub>2</sub>)/(T<sub>1</sub>+T<sub>2</sub>)] x 100, where C<sub>1</sub> and C<sub>2</sub> are the number of conserved proteins between the genome pair, and T<sub>1</sub> and T<sub>2</sub> are the total number of proteins in each genome being compared [<xref ref-type="bibr" rid="pone.0208432.ref018">18</xref>]. Scripts used for these analyses are available upon request.</p>
<p>The CSIs presented in Adeolu and Gupta [<xref ref-type="bibr" rid="pone.0208432.ref014">14</xref>] that are differentially present in LB and RF genomes were reinvestigated in the genomes of <italic>B</italic>. <italic>turcica</italic> and ‘<italic>Candidatus</italic> Borrelia tachyglossi’ to establish whether these molecular markers are useful for classifying their taxonomic relationships. To identify CSIs, the conserved amino acid sequences flanking the CSIs were searched against the proteomes of all 30 <italic>Borrelia</italic> genomes used here using BLASTP [<xref ref-type="bibr" rid="pone.0208432.ref021">21</xref>]. Hits from the matching protein in all 30 <italic>Borrelia</italic> proteomes were aligned with MUSCLE [<xref ref-type="bibr" rid="pone.0208432.ref022">22</xref>], and visually inspected for the presence of CSIs. The presence of previously defined CSPs in the genomes of <italic>B</italic>. <italic>turcica</italic>, and <italic>‘Candidatus</italic> Borrelia tachyglossi’ was determined using BLASTP searched as described in Adeolu and Gupta [<xref ref-type="bibr" rid="pone.0208432.ref014">14</xref>].</p>
</sec>
</sec>
<sec id="sec005" sec-type="conclusions">
<title>Results and discussion</title>
<p>In order to determine whether the 50% POCP threshold for genus delineation was appropriate for spirochete taxa, we used pairwise POCP analysis to determine the inter-genera POCP values for 84 spirochete genomes from the genera <italic>Borrelia</italic>, <italic>Brachyspira</italic>, <italic>Leptospira</italic>, <italic>Spirochaeta</italic>, and <italic>Treponema</italic>. Among all spirochete genomes investigated inter-genera POCP values ranged between 4.8% and 36.8% (mean 10.1%), indicating a low degree of protein conservation occurs between spirochete genera (<xref ref-type="supplementary-material" rid="pone.0208432.s001">S1 Table</xref>). These spirochete inter-genera POCP values are at a minimum of 13.2% lower than the 50% value determined by [<xref ref-type="bibr" rid="pone.0208432.ref018">18</xref>], suggesting this value is an appropriate and highly conservative threshold for spirochete genera delineation.</p>
<p>Compared to the low level of protein conservation measured between spirochete genera, POCP values were significantly higher among <italic>Borrelia</italic> species. <italic>Borrelia</italic> POCP values were highest among the LB genospecies, which ranged between 81.1–94.4% (mean 90.2%), while POCP values between RF species were generally lower and more variable, ranging between 65.3–93.1% (mean 81.1%) (Figs <xref ref-type="fig" rid="pone.0208432.g002">2</xref> and <xref ref-type="fig" rid="pone.0208432.g003">3</xref>). Despite sharing a most recent common ancestor with RF <italic>Borrelia</italic>, <italic>B</italic>. <italic>turcica</italic> and ‘<italic>Candidatus</italic> Borrelia tachyglossi’ genomes shared higher POCP values with many LB <italic>Borrelia</italic> species compared to RF species, such as <italic>B</italic>. <italic>chilensis</italic> (78.9% and 87.7%, respectively), <italic>B</italic>. <italic>americana</italic> (77.4% and 82.2%, respectively), <italic>B</italic>. <italic>japonica</italic> (77.0% and 82.0%, respectively), and <italic>B</italic>. <italic>mayonii</italic> (76.8% and 81.42%, respectively). However, <italic>B</italic>. <italic>turcica</italic> and ‘<italic>Candidatus</italic> Borrelia tachyglossi’ genomes did have higher levels of protein conservation with <italic>B</italic>. <italic>anserina</italic> (79.1% and 88.5%, respectively) and <italic>B</italic>. <italic>miyamotoi</italic> (‘<italic>Candidatus</italic> Borrelia tachyglossi’ only: 87.7% POCP) (Figs <xref ref-type="fig" rid="pone.0208432.g002">2</xref> and <xref ref-type="fig" rid="pone.0208432.g003">3</xref>). Most significantly, all <italic>Borrelia</italic> pairwise POCP values consistently remained well above the 50% POCP threshold for genus delineations proposed by Qin et al. [<xref ref-type="bibr" rid="pone.0208432.ref018">18</xref>], with a minimum value of 64.8% (<italic>B</italic>. <italic>crocidurae</italic> Achema vs. <italic>B</italic>. <italic>chilensis</italic> VA1), and a maximum value of 88.8% (<italic>B</italic>. <italic>miyamotoi</italic> LB-2001 vs. <italic>B</italic>. <italic>chilensis</italic> VA1) (mean value: 73.6%) (Figs <xref ref-type="fig" rid="pone.0208432.g002">2</xref> and <xref ref-type="fig" rid="pone.0208432.g003">3</xref>).</p>
<fig id="pone.0208432.g002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0208432.g002</object-id>
<label>Fig 2</label>
<caption>
<title>Boxplot of inter- and intra-specific POCP values.</title>
<p>Inter-specific and intra-specific comparisons included Lyme borreliosis (LB) and relapsing-fever species (RF), reptile-associated species (REP) including the echnida-associated species ‘<italic>Candidatus</italic> B. tachyglossi’. The inter-genera comparison included the members of the genera <italic>Borrelia</italic>, <italic>Brachyspira</italic>, <italic>Leptospira</italic>, <italic>Spirochaeta</italic>, and <italic>Treponema</italic>.</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0208432.g002" xlink:type="simple"/>
</fig>
<fig id="pone.0208432.g003" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0208432.g003</object-id>
<label>Fig 3</label>
<caption>
<title>Percentage of conserved proteins (POCP) matrix generated by the method described in [<xref ref-type="bibr" rid="pone.0208432.ref018">18</xref>].</title>
<p>POCP values of species belonging to the LB group, RF group of spirochetes, the reptile-associated species <italic>B</italic>. <italic>turcica</italic> and echnida-associated species <italic>B</italic>. <italic>tachyglossi</italic> are above the genus threshold of 50%, indicating that all belong into one bacterial genus, <italic>Borrelia</italic>.</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0208432.g003" xlink:type="simple"/>
</fig>
<p>The original proposal to delineate LB and RF <italic>Borrelia</italic> was largely based on the occurrence of 53 CSIs that have different forms in LB and RF genogroups [<xref ref-type="bibr" rid="pone.0208432.ref014">14</xref>]. It was subsequently defended by suggesting that novel <italic>Borrelia</italic> species that group with, or as an outgroup to RF <italic>Borrelia</italic> would be expected to contain RF-specific CSIs and generally none specific to the LB group [<xref ref-type="bibr" rid="pone.0208432.ref023">23</xref>]. An examination of these 53 CSIs in <italic>B</italic>. <italic>turcica</italic> and ‘<italic>Candidatus</italic> Borrelia tachyglossi’ genomes shows although the majority of CSIs present in these genomes correspond to the RF-specific form of the indels, 9/53 (17.0%) and 11/53 (20.8%) of the CSIs in <italic>B</italic>. <italic>turcica</italic> and ‘<italic>Candidatus</italic> Borrelia tachyglossi’, respectively, correspond to LB-specific forms (<xref ref-type="fig" rid="pone.0208432.g004">Fig 4</xref>; <xref ref-type="table" rid="pone.0208432.t002">Table 2</xref>).</p>
<fig id="pone.0208432.g004" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0208432.g004</object-id>
<label>Fig 4</label>
<caption>
<title/>
<p>Partial amino acid alignment of (A) a putative lipoprotein (GI: 1195064) and (B) a hypothetical protein (GI: 1194969) showing a CSI in which the form of the indel in <italic>‘Candidatus</italic> Borrelia tachyglossi’ and <italic>B</italic>. <italic>turcica</italic> matches that in LB species.</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0208432.g004" xlink:type="simple"/>
</fig>
<table-wrap id="pone.0208432.t002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0208432.t002</object-id>
<label>Table 2</label> <caption><title>Designation of LB and RF-differentiating CSIs in ‘<italic>Candidatus</italic> Borrelia tachyglossi’ and <italic>B</italic>. <italic>turcica</italic> genomes.</title></caption>
<alternatives>
<graphic id="pone.0208432.t002g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0208432.t002" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="center">Gene</th>
<th align="center">Size of CSI (aa)</th>
<th align="center">‘<italic>Candidatus</italic> Borrelia tachyglossi’</th>
<th align="center"><italic>Borrelia turcica</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left"><italic>RecA</italic></td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Nicotinamide-nucleotide adenylyltransferase</td>
<td align="center">1</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BB0838)</td>
<td align="center">3</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
</tr>
<tr>
<td align="left">Trigger factor <italic>Tig</italic></td>
<td align="center">2</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Chemotaxis protein <italic>CheY</italic></td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">DNA polymerase III subunit beta</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Translation factor Sua5</td>
<td align="center">2</td>
<td align="center">N/A</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Ferrous iron transporter</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Glucose-6-phosphate isomerase</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BRE16)</td>
<td align="center">3</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BDU327)</td>
<td align="center">6</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BT0471)</td>
<td align="center">1</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
</tr>
<tr>
<td align="left">L-latcate permease</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">1-phosphofructokinase</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">GTP-binding protein</td>
<td align="center">2</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Sodium/panthothenate symporter</td>
<td align="center">1</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BRE32)</td>
<td align="center">2</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (Q7M33)</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BRE47)</td>
<td align="center">5</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">L-proline transport system ATP-binding protein</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Penicillin-binding protein</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (Q7M131)</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BT0110)</td>
<td align="center">2</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BB0110)</td>
<td align="center">2</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Glutamate racemase</td>
<td align="center">6</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">16S riboisonal RNA methyltransferase <italic>RsmE</italic></td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">DNA mismatch repair protein <italic>mutL</italic></td>
<td align="center">3</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Putative lipoprotein</td>
<td align="center">3</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
</tr>
<tr>
<td align="left">Membrane protein</td>
<td align="center">1</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BRE314)</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Methylgalactoside ABC transporter ATP-binding protein</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BRE355)</td>
<td align="center">1</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
</tr>
<tr>
<td align="left">Sensor transduction histidine kinase</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">DNA polymerase III subunit delta</td>
<td align="center">2</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (Q7M860)</td>
<td align="center">2</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (KK90081)</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (Q7M140)</td>
<td align="center">2</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BG0159)</td>
<td align="center">1</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
</tr>
<tr>
<td align="left">Outer membrane protein</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Transglycosylase SLT domain-containing protein</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Cell division protein <italic>FtsZ</italic></td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Excinuclease ABC subunit C</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BG0519)</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BBIDN1270545)</td>
<td align="center">5</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BBUN400354)</td>
<td align="center">3</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BBUZS70553)</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BB0554)</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BB0554)</td>
<td align="center">2</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (BBUCA803285)</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Methyl-accepting chemotaxis protein</td>
<td align="center">2</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
<td align="center" style="background-color:#D9D9D9">LB</td>
</tr>
<tr>
<td align="left">Chemotaxis protein</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Chemotaxis protein</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
<tr>
<td align="left">Hypothetical protein (L14403475)</td>
<td align="center">1</td>
<td align="center">RF</td>
<td align="center">RF</td>
</tr>
</tbody>
</table>
</alternatives>
</table-wrap>
<p>Thus, the results of our analysis using genospecies that were originally defined as belonging to the genus <italic>Borrelia</italic> showed a very clear pattern. The results demonstrate that LB and RF <italic>Borrelia</italic> genogroups lack sufficient proteomic differentiation to be classified as different genera according to the POCP threshold determined by Qin et al. [<xref ref-type="bibr" rid="pone.0208432.ref018">18</xref>]; the analysis of inter-genus POCP supported the classification of the five closely related Spirochaetales genera. Therefore, we propose to formally reestablish the genus <italic>Borrelia</italic> in its original form including species of the LB, RF, and reptile- and echnida-associated genogroups. Additionally, up to 20% of the CSIs identified as having genogroup-specific forms were not concordant with phylogenetic position of <italic>B</italic>. <italic>turcica</italic> and ‘<italic>Candidatus</italic> Borrelia tachyglossi’ as predicted previously [<xref ref-type="bibr" rid="pone.0208432.ref023">23</xref>]. Although categorical molecular markers such as these have been previously used in clarifying prokaryotic taxonomy, here these markers appear to have limited utility in resolving the taxonomic classification of novel <italic>Borrelia</italic> species.</p>
<p>The reptile- and echidna-associated <italic>Borrelia</italic> clade to which <italic>B</italic>. <italic>turcica</italic> and ‘<italic>Candidatus</italic> B. tachyglossi’ belong is a very recently described group of <italic>Borrelia</italic> for which several novel variants have been described based on single- or multi-gene phylogenetic analyses. Although this group clearly shared a more common ancestor with RF <italic>Borrelia</italic>, the presence of LB-specific CSIs and high protein conservation with LB species suggests this <italic>Borrelia</italic> may share common genetic and biological characteristics with LB species. Both, PCOP and CSI supported the continuum of <italic>Borrelia</italic> species between LB and RF which now includes <italic>B</italic>. <italic>turcica</italic> and ‘<italic>Candidatus</italic> B. tachyglossi’. These data suggest that the genus <italic>Borrelia</italic> in the form it was originally described and is proposed here represents a continuum with RF and LB group species at the extreme ends of the genus, and reptile and echnida-associated, and other <italic>Borrelia</italic> species (perhaps still to be discovered) sharing a unique mixture of features from both RF and LB groups.</p>
<p>In our study we included as many type strains as possible, as type strains are the representatives of the species and can be obtained from microbial culture collections. However, for two of the species belonging to the LB group of spirochetes, genomic data of the type strains were not available to us. As a surrogate we used genomic data available for closely related strains of these species, i.e. PKo for <italic>B</italic>. <italic>afzelii</italic> and A14S for <italic>B</italic>. <italic>spielmanii</italic>. Previous data on multilocus sequence typing have shown that these two isolates are closely related to the type strain of the respective genospecies and fall into the same phylogenetic cluster [<xref ref-type="bibr" rid="pone.0208432.ref024">24</xref>, <xref ref-type="bibr" rid="pone.0208432.ref025">25</xref>].</p>
<p>We consider that <italic>Borreliella bavariensis</italic> (Margos <italic>et al</italic>. 2013) Adeolu and Gupta 2015, <italic>Borreliella burgdorferi</italic> (Johnson et al. 1984) Adeolu and Gupta 2015, <italic>Borreliella carolinensis</italic> (Rudenko et. al 2011) Adeolu and Gupta 2015, <italic>Borreliella garinii</italic> (Baranton et al. 1992) Adeolu and Gupta 2015, <italic>Borreliella japonica</italic> (Kawabata et al. 1994) Adeolu and Gupta 2015, <italic>Borreliella kurtenbachii</italic> (Margos et al. 2014) Adeolu and Gupta 2015, <italic>Borreliella sinica</italic> (Masuzawa et al. 2001) Adeolu and Gupta 2015, <italic>Borreliella spielmanii</italic> (Richter et al. 2006) Adeolu and Gupta 2015 should be more appropriately placed in the genus <italic>Borrelia</italic> as <italic>Borrelia bavariensis</italic> Margos <italic>et al</italic>. 2013, <italic>Borrelia burgdorferi</italic> Johnson et al. 1984, <italic>Borrelia carolinensis</italic> Rudenko et. al 2011, <italic>Borrelia garinii</italic> Baranton et al. 1992, <italic>Borrelia japonica</italic> Kawabata et al. 1994, <italic>Borrelia kurtenbachii</italic> Margos et al. 2014, <italic>Borrelia sinica</italic> Masuzawa et al. 2001, <italic>Borrelia spielmanii</italic> Richter et al. 2006 which we consider to be the correct name of the taxon. <italic>Borreliella bavariensis</italic> (Margos <italic>et al</italic>. 2013) Adeolu and Gupta 2015, <italic>Borreliella carolinensis</italic> (Rudenko et. al 2011) Adeolu and Gupta 2015, <italic>Borreliella garinii</italic> (Baranton et al. 1992) Adeolu and Gupta 2015, <italic>Borreliella japonica</italic> (Kawabata et al. 1994) Adeolu and Gupta 2015, <italic>Borreliella kurtenbachii</italic> (Margos et al. 2014) Adeolu and Gupta 2015, <italic>Borreliella sinica</italic> (Masuzawa et al. 2001) Adeolu and Gupta 2015, <italic>Borreliella spielmanii</italic> (Richter et al. 2006) Adeolu and Gupta 2015 should be considered to be synonyms.</p>
</sec>
<sec id="sec006" sec-type="conclusions">
<title>Conclusion</title>
<p>The data presented in this study very clearly demonstrate that all groups investigated, i.e. RF group spirochetes, LB group spirochetes, reptile- and echnida-associated <italic>Borrelia</italic> species belong to the same genus as values for POCP were consistently above the proposed threshold for genus delimitation. We propose to re-establish the genus <italic>Borrelia</italic> in its original form.</p>
<p><bold>Emended description of the genus Borrelia</bold> (Swellengrebel 1907) (approved lists 1980)</p>
<p>Organisms are helical (0.2–0.3 μm by 10–35 μm). Periplasmic flagella overlap in the central region of the cell. Cells are flexible and motile with rotational and forward/backwards movement. Organisms are host-associated and microaerophilic. They are vectored by argasid ticks, prostriate ixodid ticks, metastriate ixodid ticks and the human body louse. The genome is fragmented into a linear main chromosome, and linear or circular plasmids. The G/C content of the genomic DNA is 27–32 (mol%).</p>
<p>Members of this genus are the causative agents of relapsing fever, Lyme borreliosis or of unknown pathogenicity.</p>
<p>The type species is <italic>Borrelia anserina</italic> (Sakharoff 1891) Bergey <italic>et al</italic>. 1925(Approved Lists 1980).</p>
<p><bold>Description of <italic>Borrelia afzelii</italic></bold> Canica et al 1994</p>
<p>The description is the same as in Canica et al 1994. DNA-DNA hybridization, RFLP of the <italic>rrs</italic> gene as well as reactivity of monoclonal antibodies differentiates <italic>B</italic>. <italic>afzelii</italic> from other Borrelia species [<xref ref-type="bibr" rid="pone.0208432.ref026">26</xref>, <xref ref-type="bibr" rid="pone.0208432.ref027">27</xref>]. <italic>B</italic>. <italic>afzelii</italic> strains are also distinguishable from all other LB species by using Multilocus sequence analysis [<xref ref-type="bibr" rid="pone.0208432.ref024">24</xref>].</p>
<p>Type strain VS461<sup>T</sup> (= DSM 10508<sup>T</sup> = CIP 103469<sup>T</sup>)</p>
<p><bold>Description of <italic>Borrelia lusitaniae</italic></bold> (Le Fleche et al. 1997, sp. nov.)</p>
<p>The description is the same as given in Le Fleche et al. 1997.</p>
<p>Type strain PotiB2 <sup>T</sup> (= CIP-105366 <sup>T</sup>, = DSM-107168<sup>T</sup>)</p>
</sec>
<sec id="sec007">
<title>Supporting information</title>
<supplementary-material id="pone.0208432.s001" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" position="float" xlink:href="info:doi/10.1371/journal.pone.0208432.s001" xlink:type="simple">
<label>S1 Table</label>
<caption>
<title>Additional proteomes from the order Spirochaetales included in this study.</title>
<p>A distance matrix of POCP values is given for genera included and shows that the within genus percentages are generally higher than 50% except for <italic>Treponema</italic>.</p>
<p>(XLSX)</p>
</caption>
</supplementary-material>
</sec>
</body>
<back>
<ack>
<p>The authors acknowledge Cecilia Hizo-Teufel, Christine Hartberger und Sylvia Stockmeier for excellent technical support. The sequencing service was provided by the Norwegian Sequencing Centre (<ext-link ext-link-type="uri" xlink:href="http://www.sequencing.uio.no/" xlink:type="simple">http://www.sequencing.uio.no</ext-link>), a national technology platform hosted by the University of Oslo and supported by the “Functional Genomics” and “Infrastructure” programs of the Research Council of Norway and the Southeastern Regional Health Authorities. The authors gratefully acknowledge the services of DSMZ.</p>
</ack>
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