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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fevo.2017.00137</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Pole-to-Pole Connections: Similarities between Arctic and Antarctic Microbiomes and Their Vulnerability to Environmental Change</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Kleinteich</surname> <given-names>Julia</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn004"><sup>&#x02021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/474353/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Hildebrand</surname> <given-names>Falk</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn004"><sup>&#x02021;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Bahram</surname> <given-names>Mohammad</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/467319/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Voigt</surname> <given-names>Anita Y.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/493900/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Wood</surname> <given-names>Susanna A.</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/437844/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Jungblut</surname> <given-names>Anne D.</given-names></name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/475966/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>K&#x000FC;pper</surname> <given-names>Frithjof C.</given-names></name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Quesada</surname> <given-names>Antonio</given-names></name>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/46509/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Camacho</surname> <given-names>Antonio</given-names></name>
<xref ref-type="aff" rid="aff11"><sup>11</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/192821/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Pearce</surname> <given-names>David A.</given-names></name>
<xref ref-type="aff" rid="aff12"><sup>12</sup></xref>
<xref ref-type="aff" rid="aff13"><sup>13</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/57073/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Convey</surname> <given-names>Peter</given-names></name>
<xref ref-type="aff" rid="aff13"><sup>13</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/194060/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Vincent</surname> <given-names>Warwick F.</given-names></name>
<xref ref-type="aff" rid="aff14"><sup>14</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/48903/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zarfl</surname> <given-names>Christiane</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Bork</surname> <given-names>Peer</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff15"><sup>15</sup></xref>
<xref ref-type="aff" rid="aff16"><sup>16</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Dietrich</surname> <given-names>Daniel R.</given-names></name>
<xref ref-type="aff" rid="aff17"><sup>17</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/20324/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Center for Applied Geosciences, University of T&#x000FC;bingen</institution>, <addr-line>T&#x000FC;bingen</addr-line>, <country>Germany</country></aff>
<aff id="aff2"><sup>2</sup><institution>Structural and Computational Biology, European Molecular Biology Laboratory</institution>, <addr-line>Heidelberg</addr-line>, <country>Germany</country></aff>
<aff id="aff3"><sup>3</sup><institution>Evolutionary Biology Centre, Uppsala University</institution>, <addr-line>Uppsala</addr-line>, <country>Sweden</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Botany, Institute of Ecology and Earth Sciences, University of Tartu</institution>, <addr-line>Tartu</addr-line>, <country>Estonia</country></aff>
<aff id="aff5"><sup>5</sup><institution>Coastal and Freshwater, Cawthron Institute</institution>, <addr-line>Nelson</addr-line>, <country>New Zealand</country></aff>
<aff id="aff6"><sup>6</sup><institution>Environmental Research Institute, University of Waikato</institution>, <addr-line>Hamilton</addr-line>, <country>New Zealand</country></aff>
<aff id="aff7"><sup>7</sup><institution>London Natural History Museum</institution>, <addr-line>London</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff8"><sup>8</sup><institution>Scottish Association for Marine Science</institution>, <addr-line>Oban</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff9"><sup>9</sup><institution>Oceanlab, University of Aberdeen</institution>, <addr-line>Aberdeen</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff10"><sup>10</sup><institution>Department of Biology, Autonomous University of Madrid</institution>, <addr-line>Madrid</addr-line>, <country>Spain</country></aff>
<aff id="aff11"><sup>11</sup><institution>Cavanilles Institute for Biodiversity and Evolutionary Biology, University of Valencia</institution>, <addr-line>Valencia</addr-line>, <country>Spain</country></aff>
<aff id="aff12"><sup>12</sup><institution>Department of Applied Sciences, Faculty of Health and Life Sciences, University of Northumbria at Newcastle</institution>, <addr-line>Newcastle</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff13"><sup>13</sup><institution>British Antarctic Survey</institution>, <addr-line>Cambridge</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff14"><sup>14</sup><institution>D&#x000E9;partement de Biologie and Centre for Northern Studies, Universit&#x000E9; Laval</institution>, <addr-line>Quebec, QC</addr-line>, <country>Canada</country></aff>
<aff id="aff15"><sup>15</sup><institution>Max Delbr&#x000FC;ck Centre for Molecular Medicine</institution>, <addr-line>Berlin</addr-line>, <country>Germany</country></aff>
<aff id="aff16"><sup>16</sup><institution>Department of Bioinformatics, University of Wuerzburg</institution>, <addr-line>Wuerzburg</addr-line>, <country>Germany</country></aff>
<aff id="aff17"><sup>17</sup><institution>Human and Environmental Toxicology, University of Konstanz</institution>, <addr-line>Konstanz</addr-line>, <country>Germany</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Kevin C. Burns, Victoria University of Wellington, New Zealand</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Corey Garza, California State University, Monterey Bay, United States; Katy Morgan, University of New Orleans, United States</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Daniel R. Dietrich <email>daniel.dietrich&#x00040;uni-konstanz.de</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Biogeography and Macroecology, a section of the journal Frontiers in Ecology and Evolution</p></fn>
<fn fn-type="present-address" id="fn003"><p>&#x02020;Present Address: Anita Y. Voigt, The Jackson Laboratory for Genomic Medicine, Farmington, CT, United States</p></fn>
<fn fn-type="other" id="fn004"><p>&#x02021;Shared first authors</p></fn></author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>11</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>5</volume>
<elocation-id>137</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>08</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>10</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Kleinteich, Hildebrand, Bahram, Voigt, Wood, Jungblut, K&#x000FC;pper, Quesada, Camacho, Pearce, Convey, Vincent, Zarfl, Bork and Dietrich.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Kleinteich, Hildebrand, Bahram, Voigt, Wood, Jungblut, K&#x000FC;pper, Quesada, Camacho, Pearce, Convey, Vincent, Zarfl, Bork and Dietrich</copyright-holder>
<license 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 License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract><p>The global biogeography of microorganisms remains poorly resolved, which limits the current understanding of microbial resilience toward environmental changes. Using high-throughput 16S rRNA gene amplicon sequencing, we characterized the microbial diversity of terrestrial and lacustrine biofilms from the Arctic, Antarctic and temperate regions. Our analyses suggest that bacterial community compositions at the poles are more similar to each other than they are to geographically closer temperate habitats, with 32% of all operational taxonomic units (OTUs) co-occurring in both polar regions. While specific microbial taxa were confined to distinct regions, representing potentially endemic populations, the percentage of cosmopolitan taxa was higher in Arctic (43%) than in Antarctic samples (36%). The overlap in polar microbial OTUs may be explained by natural or anthropogenically-mediated dispersal in combination with environmental filtering. Current and future changing environmental conditions may enhance microbial invasion, establishment of cosmopolitan genotypes and loss of endemic taxa.</p></abstract>
<kwd-group>
<kwd>biogeography</kwd>
<kwd>diversity</kwd>
<kwd>microbiology</kwd>
<kwd>polar regions</kwd>
<kwd>ecology</kwd>
<kwd>high-throughput sequencing</kwd>
<kwd>16S rRNA gene</kwd>
</kwd-group>
<contract-num rid="cn002">AFI-CGS-70</contract-num>
<contract-num rid="cn003">HEALTH-F4-2007-201052</contract-num>
<contract-num rid="cn003">ERC-AdG-502 669830</contract-num>
<contract-num rid="cn004">DI698/18-1</contract-num>
<contract-num rid="cn006">PIRSES-GA-2011-295223</contract-num>
<contract-num rid="cn009">POL200606635</contract-num>
<contract-num rid="cn009">CGL2005-06549-C02-01/ANT</contract-num>
<contract-num rid="cn009">CGL2005-06549-C02-02/ANT</contract-num>
<contract-num rid="cn010">HR09011</contract-num>
<contract-sponsor id="cn001">Carl-Zeiss-Stiftung<named-content content-type="fundref-id">10.13039/100007569</named-content></contract-sponsor>
<contract-sponsor id="cn002">Natural Environment Research Council<named-content content-type="fundref-id">10.13039/501100000270</named-content></contract-sponsor>
<contract-sponsor id="cn003">European Commission<named-content content-type="fundref-id">10.13039/501100000780</named-content></contract-sponsor>
<contract-sponsor id="cn004">Deutsche Forschungsgemeinschaft<named-content content-type="fundref-id">10.13039/501100001659</named-content></contract-sponsor>
<contract-sponsor id="cn005">Helge Ax:son Johnsons Stiftelse<named-content content-type="fundref-id">10.13039/501100003788</named-content></contract-sponsor>
<contract-sponsor id="cn006">FP7 People: Marie-Curie Actions<named-content content-type="fundref-id">10.13039/100011264</named-content></contract-sponsor>
<contract-sponsor id="cn007">Natural Sciences and Engineering Research Council of Canada<named-content content-type="fundref-id">10.13039/501100000038</named-content></contract-sponsor>
<contract-sponsor id="cn008">ArcticNet<named-content content-type="fundref-id">10.13039/501100000003</named-content></contract-sponsor>
<contract-sponsor id="cn009">Ministerio de Ciencia y Tecnolog&#x000ED;a<named-content content-type="fundref-id">10.13039/501100006280</named-content></contract-sponsor>
<contract-sponsor id="cn010">Scottish Funding Council<named-content content-type="fundref-id">10.13039/501100000360</named-content></contract-sponsor>
<counts>
<fig-count count="4"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="77"/>
<page-count count="11"/>
<word-count count="8554"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>In a time of rapid environmental change, the study of biogeographic patterns on global and local scales, and the identification of drivers behind the spatial distribution of species, has become increasingly important (Walther et al., <xref ref-type="bibr" rid="B71">2002</xref>). Biogeographic zones are formed for most ecosystems and associated taxa, as increasing geographic distance leads to a decrease in the exchange of individuals between two localities (distance decay theory, Morlon et al., <xref ref-type="bibr" rid="B44">2008</xref>). Consequently, distant and isolated habitats are expected to have a specific diversity with a high level of endemism, whereas geographically closer habitats have more exchange and a higher proportion of shared species with lower endemism. Such patterns have been observed in both macro- (Astorga et al., <xref ref-type="bibr" rid="B4">2012</xref>) and micro-organisms (Tamames et al., <xref ref-type="bibr" rid="B60">2010</xref>; Bahram et al., <xref ref-type="bibr" rid="B6">2013</xref>; Hahn et al., <xref ref-type="bibr" rid="B31">2015</xref>). The main drivers behind these processes are thought to be intrinsic dispersal limitations (Mittelbach and Schemske, <xref ref-type="bibr" rid="B42">2015</xref>) in combination with environmental filtering by spatial gradients of physical, chemical and biological traits (Chong et al., <xref ref-type="bibr" rid="B13">2015</xref>). However, microorganisms (including prokaryotes), in contrast to many macroorganisms, are considered to be less confined by geographical barriers due to more efficient dispersal capacities (Bell, <xref ref-type="bibr" rid="B9">2010</xref>; Chong et al., <xref ref-type="bibr" rid="B13">2015</xref>), so that even remote and isolated habitats should be under constant exchange with both near and distant habitats. In this case, local as well as more cosmopolitan species are expected to be present and species distributions are likely to reflect environmental filtering rather than dispersal limitations (global ubiquity hypothesis, Baas-Becking, <xref ref-type="bibr" rid="B5">1934</xref>; O&#x00027;Malley, <xref ref-type="bibr" rid="B46">2008</xref>).</p>
<p>High Arctic islands and the Antarctic continent are the most geographically distant terrestrial bioregions on Earth. It has been speculated that, because of the isolated character of the Antarctic continent and the environmentally extreme conditions in both polar regions, &#x0201C;the limits of species&#x00027; abilities to disperse and survive may become more apparent&#x0201D; (Cox et al., <xref ref-type="bibr" rid="B22">2016</xref>). Yet, both regions are similar in their physical-chemical characteristics, showing continuously low temperatures, limited freshwater availability, extreme seasonality in light conditions and localized nutrient availability. The harsh conditions prevent the survival of most macroorganisms (Convey et al., <xref ref-type="bibr" rid="B18">2014</xref>) but allow diverse microbial life to thrive and dominate (Vincent, <xref ref-type="bibr" rid="B65">2000a</xref>; Vincent and Quesada, <xref ref-type="bibr" rid="B69">2012</xref>). A common group of microbial communities found in the terrestrial and lacustrine environments of both polar regions are those forming &#x0201C;macro-biofilms,&#x0201D; which are highly organized structures which can have vertical differentiation of functional and physiological assemblages (Fern&#x000E1;ndez-Valiente et al., <xref ref-type="bibr" rid="B27">2007</xref>; Mohit et al., <xref ref-type="bibr" rid="B43">2017</xref>).</p>
<p>Both the Arctic as well as large parts of the West Antarctic, including the Antarctic Peninsula, are facing rapid environmental changes such as increasing temperatures due to both regional and global processes (Turner et al., <xref ref-type="bibr" rid="B63">2009</xref>, <xref ref-type="bibr" rid="B62">2014</xref>; Stocker et al., <xref ref-type="bibr" rid="B59">2013</xref>). It has been proposed that climate change has already led to a weakening of biogeographic boundaries and the merging of ecological niches in the polar regions (Walther et al., <xref ref-type="bibr" rid="B71">2002</xref>; Post et al., <xref ref-type="bibr" rid="B52">2009</xref>; Nielsen and Wall, <xref ref-type="bibr" rid="B45">2013</xref>; Pointing et al., <xref ref-type="bibr" rid="B51">2015</xref>). The polar regions therefore provide a unique opportunity to test biogeographic patterns of microbial diversity, providing predictors/indications of the future consequences of environmental change. The survival strategies and dispersal limitations, genetic identity and endemic character of polar microorganisms and, thus, their resilience and sensitivity are still under discussion (Vincent, <xref ref-type="bibr" rid="B66">2000b</xref>; Taton et al., <xref ref-type="bibr" rid="B61">2006</xref>; Jungblut et al., <xref ref-type="bibr" rid="B36">2010</xref>; Vyverman et al., <xref ref-type="bibr" rid="B70">2010</xref>). A comprehensive exploration of these microbial features using consistent methodology and sampling has been difficult to date due to the remoteness and inaccessibility of the polar regions.</p>
<p>We here evaluated the roles of two opposing mechanisms, geographic distance effects (distance decay theory) vs. environmental filtering (global ubiquity hypothesis), in structuring bacterial biogeography in the polar regions. To do so, we undertook a large-scale microbial community analysis using standardized methods. We applied this approach to 89 freshwater microbial mat samples from multiple Arctic and Antarctic locations, including glacier runoffs and small streams, meltwater ponds, and larger lakes, as well as cryoconite holes, which have all been recognized as hotspots for microbial diversity (Vincent, <xref ref-type="bibr" rid="B65">2000a</xref>; Quesada et al., <xref ref-type="bibr" rid="B54">2008</xref>). Similar reference sites were also examined in temperate regions from alpine or marine influenced habitats.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<sec>
<title>Study sites and sampling</title>
<p>Samples from microbial communities growing on wet soil, in small streams and ponds were collected during several field campaigns (three in each of the Arctic, the Antarctic and non-polar regions) between 2007 and 2014 (Supplementary Table <xref ref-type="supplementary-material" rid="SM1">1</xref>). Samples were collected in sterile tubes or bags using a sterile spatula or similar equipment. All samples were stored frozen (&#x02212;20&#x000B0;C) or freeze-dried and stored frozen until further use. Detailed information on the sampling sites and dates is given in Table <xref ref-type="table" rid="T1">1</xref> and the Supplementary Information (Supplementary Table <xref ref-type="supplementary-material" rid="SM1">1</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Sampling sites, dates and number of samples.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Region</bold></th>
<th valign="top" align="left" colspan="2"><bold>Location</bold></th>
<th valign="top" align="center"><bold>GPS</bold></th>
<th valign="top" align="left"><bold>Sampling date</bold></th>
<th valign="top" align="center"><bold>Sample &#x00023;</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Arctic</td>
<td valign="top" align="left" colspan="2"><bold>Baffin Island</bold>, Cape Hatt, Canada</td>
<td valign="top" align="center">72&#x000B0;28&#x02032; N 79&#x000B0;49&#x02032; W</td>
<td valign="top" align="left">Aug/Sep 2009</td>
<td valign="top" align="center">5</td>
</tr>
<tr>
<td/>
<td valign="top" align="left" colspan="2">Ellesmere Island, <bold>Northern Canada</bold></td>
<td valign="top" align="center">83&#x000B0;05&#x02032; N 74&#x000B0;10&#x02032; W</td>
<td valign="top" align="left">July 2007</td>
<td valign="top" align="center">5</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td valign="top" align="left" colspan="2"><bold>Svalbard</bold>, Norway</td>
<td valign="top" align="center">78&#x000B0;13&#x02032; N 15&#x000B0;38&#x02032; E</td>
<td valign="top" align="left">June 2012</td>
<td valign="top" align="center">5</td>
</tr> <tr>
<td valign="top" align="left">Antarctic</td>
<td valign="top" align="left" colspan="2"><bold>Rothera</bold>, Adelaide Island, Antarctic Peninsula</td>
<td valign="top" align="center">67&#x000B0;34&#x02032; S 68&#x000B0;08&#x02032; W</td>
<td valign="top" align="left">Dec/Jan 2010/11</td>
<td valign="top" align="center">30</td>
</tr>
<tr>
<td/>
<td valign="top" align="left" colspan="2"><bold>Byers</bold> Peninsula, Livingston Island, Antarctic Peninsula</td>
<td valign="top" align="center">62&#x000B0;39&#x02032; S 61&#x000B0;06&#x02032; W</td>
<td valign="top" align="left">February 2009</td>
<td valign="top" align="center">5</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><bold>McMurdo</bold></td>
<td valign="top" align="left">Darwin Glacier</td>
<td valign="top" align="center">79&#x000B0;50&#x02032; S 159&#x000B0;13&#x02032; E</td>
<td valign="top" align="left">Dec 2009</td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">Koettlitz Glacier</td>
<td valign="top" align="center">78&#x000B0;18&#x02032; S 163&#x000B0;31&#x02032; E</td>
<td valign="top" align="left">Jan 2010</td>
<td valign="top" align="center">7</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">Dry Valleys</td>
<td valign="top" align="center">78&#x000B0;07&#x02032; S 164&#x000B0;11&#x02032; E</td>
<td valign="top" align="left">Jan 2010</td>
<td valign="top" align="center">12</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">McMurdo Ice Shelf</td>
<td valign="top" align="center">78&#x000B0;00&#x02032; S 165&#x000B0;30&#x02032; E</td>
<td valign="top" align="left">Jan 2010</td>
<td valign="top" align="center">5</td>
</tr> <tr>
<td valign="top" align="left">Europe</td>
<td valign="top" align="left" colspan="2">Sweden</td>
<td valign="top" align="center">60&#x000B0; 32&#x02032; N 18&#x000B0; 47&#x02032; E</td>
<td valign="top" align="left">June 2014</td>
<td valign="top" align="center">4</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td valign="top" align="left" colspan="2">Bulgaria</td>
<td valign="top" align="center">42&#x000B0; 36&#x02032; N 27&#x000B0; 37&#x02032; E</td>
<td valign="top" align="left">Sep 2011</td>
<td valign="top" align="center">1</td>
</tr> <tr>
<td valign="top" align="left">Oceania</td>
<td valign="top" align="left" colspan="2">New Zealand, South Island</td>
<td valign="top" align="center">41&#x000B0; 40&#x02032;S 173&#x000B0; 02&#x02032; E</td>
<td valign="top" align="left">Apr 2008</td>
<td valign="top" align="center">7</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>DNA extraction and 16S rRNA gene sequencing</title>
<p>Microbial samples for DNA extraction were gently thawed and DNA extracted from 0.05 to 0.1 g subsamples using the PowerSoil&#x000AE; DNA Isolation Kit (Qiagen, Germantown, USA) following the manufacturer&#x00027;s recommendations and DNA eluted in sterile DNAse-free water. The DNA quality and quantity was assessed using a NanoDrop (NanoDrop 3300 Fluorospectrometer, ThermoScientific). DNA extracts were stored frozen (&#x02212;20&#x000B0;C) for no longer than three months before subsequent processing. Samples from Northern Canada were extracted as described in Jungblut et al. (<xref ref-type="bibr" rid="B36">2010</xref>), dried and stored frozen.</p>
<p>DNA obtained from 90 environmental samples was amplified using primers targeting the V3-V4 region of the 16S rRNA gene (F319 5&#x02032;-ACTCCTACGGGAGGCAGCAG-3&#x02032;, R806 5&#x02032;-GGACTACHVGGGTWTCTAAT-3&#x02032;, Fadrosh et al., <xref ref-type="bibr" rid="B26">2014</xref>). We used a dual multiplexing approach and a &#x0201C;heterogeneity spacer&#x0201D; of 0&#x02013;3 bp length between the Illumina adapter and the forward/reverse primer sequence to increase read quality. PCR was carried out according to the manual of the Q5 high-fidelity polymerase (New England BioLabs, Ipswich, USA) with a final primer concentration of 0.2 &#x003BC;M and an annealing temperature of 65&#x000B0;C for 15 cycles.</p>
<p>The PCR product (1 &#x003BC;l) was used in the second PCR. This PCR was performed using the forward and barcoded reverse primers from the NEXTflex&#x02122; 16S V1-V3 Amplicon-Seq Kit (Bioo Scientific, Austin, Texas, USA) at final concentrations of 0.15 &#x003BC;M and an annealing temperature of 65&#x000B0;C for 25 cycles. The remaining PCR conditions were as indicated in manufacturer&#x00027;s instructions for the Q5 high-fidelity polymerase. PCR products were cleaned up with the Agencourt AMPure XP&#x02014;PCR Purification system (Beckman Coulter, Brea, USA) according to the manufacturer&#x00027;s instructions, and multiplexed at equal concentration. Sequencing was performed using a 300 bp paired-end sequencing protocol on the Illumina MiSeq platform (Illumina, San Diego, USA) at the Genomics Core Facility, European Molecular Biology Laboratory, Heidelberg. After quality filtering, 83,165 &#x000B1; 68,277 sequences per sample were identified.</p>
</sec>
<sec>
<title>Bioinformatic analysis</title>
<p>The LotuS 1.45 (Hildebrand et al., <xref ref-type="bibr" rid="B33">2014</xref>) pipeline was used to process the sequencing data. Reads were demultiplexed with modified quality filtering to accommodate for the increased miSeq sequence length (&#x0201C;minSeqLength 210, TruncateSequenceLength 210, maxAccumulatedError 1, RejectSeqWithoutRevPrim T, RejectSeqWithoutFwdPrim T&#x0201D;), requiring unique reads to be present at least six times in one sample or three times in two separate samples. Operational taxonomic units (OTUs) were clustered and denoised with UPARSE (Edgar, <xref ref-type="bibr" rid="B23">2013</xref>) while chimeric OTUs were removed against the RDP reference database (<ext-link ext-link-type="uri" xlink:href="http://drive5.com/uchime/rdp_gold.fa">http://drive5.com/uchime/rdp_gold.fa</ext-link>) with the UCHIME algorithm (Edgar et al., <xref ref-type="bibr" rid="B24">2011</xref>). Finally, reads were merged with FLASH (Mago&#x0010D; and Salzberg, <xref ref-type="bibr" rid="B39">2011</xref>) and a taxonomy assigned against the SILVA 123 rRNA database (Yilmaz et al., <xref ref-type="bibr" rid="B76">2014</xref>) with Lambda (Hauswedell et al., <xref ref-type="bibr" rid="B32">2014</xref>), using the following optional LotuS command line options: &#x0201C;-p miSeq -id 0.97 -doBlast lambda -amplicon_type SSU -tax_group bacteria -derepMin 6:1,3:2 -CL uparse -thr 14.&#x0201D; OTUs were summed to genus, family, class and phylum level per sample, according to their taxonomic classification. Additionally we created a set of high-fidelity OTUs, using swarm clustering (Mah&#x000E9; et al., <xref ref-type="bibr" rid="B40">2014</xref>) to enable fine resolution discrimination of cosmopolitan, Arctic and Antarctic phylotypes and with the following LotuS command line options: &#x0201C;-p miSeq -keepTmpFiles 0 -id 0.97 -doBlast lambda -amplicon_type SSU -tax_group bacteria -derepMin 6:1,3:2 -CL swarm -swarm_distance 1 -thr 14.&#x0201D; This increased the overall number of OTUs to 14,253, when rarefying to seven samples and 576,150 reads per region. Raw 16S data are available from <ext-link ext-link-type="uri" xlink:href="http://www.ebi.ac.uk/ena/">http://www.ebi.ac.uk/ena/</ext-link> under accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJEB22851">PRJEB22851</ext-link>.</p>
</sec>
<sec>
<title>Statistical analysis</title>
<p>All statistical calculations were conducted in R 3.3.2. For all univariate tests, taxa with less than five reads over all samples were excluded from this analysis to avoid including artifacts. The taxa abundance matrix on each respective taxonomic level was normalized, dividing each feature by the respective total sample sum, and transformed with log10(x&#x0002B;1), where x is the normalized feature abundance.</p>
<p>We calculated the among-habitat differences of streams, terrestrial ponds and ice-based ponds (beta-diversity) for the microbiota using Permutational Multivariate Analysis of Variance (PERMANOVA; Anderson, <xref ref-type="bibr" rid="B3">2001</xref>) as implemented in the R-package vegan. This test compares the intragroup distances to the intergroup distances in a permutation scheme and from this assesses significance. PERMANOVA tests used 1,000 permutations of Bray&#x02013;Curtis dissimilarities among samples. PERMANOVA <italic>post-hoc P</italic>-values were corrected for multiple testing using the Benjamini&#x02013;Hochberg correction (Benjamini and Hochberg, <xref ref-type="bibr" rid="B10">1995</xref>).</p>
<p>To determine the number of shared taxa between major regions, for each region the same number of samples with the largest number of reads were pooled. This pooled matrix was rarefied to the same depth for all regions and the overlap in OTUs shared between the regions calculated using the vennCounts function from the R-package limma.</p>
<p>Several environmental parameters (geographic location, yearly average for temperature, solar irradiation, and precipitation) for the specific sampling locations were collected from public databases such as <ext-link ext-link-type="uri" xlink:href="http://www.yr.no/">http://www.yr.no/</ext-link>, <ext-link ext-link-type="uri" xlink:href="http://www.weatherbase.com">http://www.weatherbase.com</ext-link> as well as selected publications (Ba&#x000F1;&#x000F3;n et al., <xref ref-type="bibr" rid="B7">2013</xref>). Differences in environmental parameters between selected sampling sites were correlated to microbial beta-diversity, the significance being determined using a Mantel&#x00027;s test (Mantel, <xref ref-type="bibr" rid="B41">1967</xref>) as implemented in the R-package vegan, using 4,999 repetitions and reporting the mantel statistic as correlation. Microbial beta-diversity was calculated from the log10 transformed metagenomic feature abundance matrix using a Bray&#x02013;Curtis dissimilarity. Similarly, the difference in mean annual temperature, solar irradiation and precipitation of each sample were correlated to the microbial beta diversity for all bacterial OTUs between sites, excluding samples from the same locality to reduce the bias of local similarity.</p>
</sec>
<sec>
<title>Rarefaction</title>
<p>Sample count matrices were rarefied using the R implementation of rtk toolkit (Saary et al., <xref ref-type="bibr" rid="B56">2017</xref>). Depending on the comparison, samples were rarefied to include all samples (e.g., richness comparisons including each sample) or to include groups of samples (e.g., calculating shared OTUs between Arctic and Antarctic samples) with the rarefaction depth being adapted to the number of samples as mentioned in the text. The number of different taxa was calculated for each rarefied sample. This was repeated five times per sample, and the average is the reported richness. Chao1 richness estimates (Chao, <xref ref-type="bibr" rid="B12">1984</xref>) and Shannon diversity estimates (Shannon, <xref ref-type="bibr" rid="B57">1948</xref>) were calculated from the rarefied OTU matrix. Correlations between richness and environmental factors were tested using a Spearman correlation test for continuous variables and a Kruskal&#x02013;Wallis test for discrete variables; both were multiple testing corrected using Benjamini Hochberg false discovery rate (<italic>q</italic>-value).</p>
<p>To estimate the number of OTUs shared between the Antarctic, Arctic, and non-polar sampling locations, first we randomly selected seven samples from each region and subsequently rarefied these to 32,540 reads per sample. The &#x0201C;relative occurrence in region&#x0201D; was calculated pairwise between any two regions, by dividing the number of occurrences in one region by the sum of occurrences in both regions.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Composition of arctic and antarctic microbial communities</title>
<p>In total, 3,556 OTUs and 1,008 genera from 549 families were identified (Supplementary Figure <xref ref-type="supplementary-material" rid="SM1">1</xref>). Out of these, 77% of OTUs could not be unambiguously assigned to the 16S rRNA of known species (having either 100% identity or &#x0003E;97% sequence identity and unambiguous species assignments) and another 21% were assigned to uncultured species. This is in contrast to 98.6% of OTUs being assigned to phylum level and indicates that most of the OTUs described here can be considered novel. The median OTU richness was highest in Northern Canada with 161 &#x000B1; 66 OTUs per sample when compared to all other polar and non-polar samples (between 58 &#x000B1; 64 OTUs per sample in New Zealand and 99 &#x000B1; 16 in Byers, Figure <xref ref-type="fig" rid="F1">1</xref>, Supplementary Table <xref ref-type="supplementary-material" rid="SM1">2</xref>, rarefied to 620 reads per sample). The richness was neither significantly different between Arctic and Antarctic sites, nor in the polar regions relative to temperate sites (<italic>p</italic> &#x0003E; 0.05, Wilcox rank sum test).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Sample locations, average composition of phyla, and species richness displayed on a world map. The average composition of bacterial phyla for each sampling location is represented and indicated by different colors. The richness was rarefied to the smallest sample size for each location and the same number of reads and is displayed by the size of the icons. NC, Northern Canada; BA, Baffin; EU, Europe; SV, Svalbard; BY, Byers; RO, Rothera; MM, McMurdo; NZ, New Zealand.</p></caption>
<graphic xlink:href="fevo-05-00137-g0001.tif"/>
</fig>
<p>Cyanobacteria and Proteobacteria were the dominant phyla and Chloroflexi, Actinobacteria, and Firmicutes were present in low abundance in all sampled regions (Figure <xref ref-type="fig" rid="F1">1</xref>). The four most abundant genera among all samples were assigned to the Cyanobacteria phylum (Figure <xref ref-type="fig" rid="F2">2</xref>), with <italic>Leptolyngbya</italic> (Oscillatoriales) being followed by unclassified members of the family Oscillatoriaceae and genus <italic>Nostoc</italic> (Nostocaceae). Non-cyanobacterial OTUs were assigned to unclassified members of the family Comamonadaceae, and the genera <italic>Polymorphobacter</italic> and <italic>Leptothrix</italic> (Proteobacteria). <italic>Flavobacterium</italic> (Bacteriodetes), <italic>Blastocatella</italic> (Acidobacteria), as well as members of the family Anaerolinaceae (Chloroflexi) were also present. Comparative BLAST searches of the 10 most abundant OTUs (Supplementary Table <xref ref-type="supplementary-material" rid="SM1">3</xref>) revealed a distinct strain population of <italic>Phormidium</italic> sp., previously identified in Antarctic habitats (Kleinteich et al., <xref ref-type="bibr" rid="B37">2012</xref>; Zhang et al., <xref ref-type="bibr" rid="B77">2015</xref>), as the most abundant OTU. This was followed by OTUs assigned to isolated strains of the genus <italic>Oscillatoria</italic> KNUA009 and to <italic>Leptolyngbya antarctica</italic> ANT.LAC.1.</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Composition of most abundant bacterial genera in the samples. Samples are sorted according to similarity. Genera were assigned according to the SILVA database.</p></caption>
<graphic xlink:href="fevo-05-00137-g0002.tif"/>
</fig>
</sec>
<sec>
<title>Biogeographic patterns and environmental selection in the arctic and antarctic</title>
<p>To compare between the major regions (Arctic, Antarctic, and non-polar regions), we pooled OTU abundances within these and rarefied them to the same number of samples and 545,665 reads per region. Of the resulting 2,769 OTUs in total, relatively more bacterial genera (590) and OTUs (1,678) were detected in the Antarctic than in the Arctic (525 genera and 1,392 OTUs) (Figure <xref ref-type="fig" rid="F3">3A</xref>, Supplementary Table <xref ref-type="supplementary-material" rid="SM1">4</xref>). The number of cosmopolitan OTUs (present in all major regions) was high: 599 OTUs (22% of the total OTUs) were present in all three regions. The proportion of these cosmopolitan OTUs was somewhat higher within samples from the Arctic (43%) than the Antarctic (36%) and non-polar regions (37%). Interestingly, 11% (293) of all OTUs were detected at both poles but not at temperate sites. This cosmopolitan trend was stronger for cyanobacterial OTUs, 58 of which were detected in all three regions (34% of the total cyanobacterial OTUs, Supplementary Table <xref ref-type="supplementary-material" rid="SM1">5</xref>). Also using the high-fidelity swarm clustering (Mah&#x000E9; et al., <xref ref-type="bibr" rid="B40">2014</xref>) with a higher clustering stringency the fraction of OTUs overlapping between Arctic and Antarctic habitats remained the same, whereas the percentage of cosmopolitan OTUs decreased more than two-fold to 1,145 (8% of total swarmOTUs, Supplementary Table <xref ref-type="supplementary-material" rid="SM1">4</xref>). Excluding the cosmopolitan fraction, 1,632 swarmOTUs (11%) were shared between the Arctic and the Antarctic, suggesting a biogeographic connection and a regular exchange between both polar regions, as shown in Figures <xref ref-type="fig" rid="F3">3</xref>, <xref ref-type="fig" rid="F4">4</xref>.</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Geographic distribution of operational taxonomic units (OTUs). Numbers of OTUs are based on the UPARSE-algorithm and rarefied to the same number of samples per region and 546,002 reads per sample. The number of shared bacterial OTUs between the three regions is displayed in <bold>(A)</bold> and the geographic distribution of bacteria (left) and cyanobacterial (right) sequences relative to their phylogenetic level in <bold>(B)</bold>.</p></caption>
<graphic xlink:href="fevo-05-00137-g0003.tif"/>
</fig>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Relative occurrence of operational taxonomic units: <bold>(A)</bold> Correlation of latitudinal distance and sample dissimilarity. The Bray&#x02013;Curtis dissimilarity between two samples is displayed correlating to their distance in latitude degrees. Samples closer to the poles share a higher number of OTUs and therefore have a higher community similarity. <bold>(B)</bold> Relative occurrence of OTUs between major biomes. Unique and shared relative occurrence of OTUs are compared between each pair of the three major biomes (Arctic, Antarctic, and non-polar regions). For better comparability the number of samples was rarefied to seven per region and for each OTU the proportion of occurrence between two regions calculated, so that local OTUs are on the left and right of the diagram whereas shared OTUs are in the center.</p></caption>
<graphic xlink:href="fevo-05-00137-g0004.tif"/>
</fig>
<p>In contrast to these cosmopolitan OTUs, more than half of the total OTUs (52%) were assigned exclusively to one specific region (Arctic, Antarctic, or non-polar) and can be considered as potentially endemic. The relative percentage of these OTUs was highest in non-polar regions (36%, 591 OTUs) followed by the Antarctic (32%, 531 OTUs) and the Arctic (23%, 322 OTUs) (Supplementary Tables <xref ref-type="supplementary-material" rid="SM1">4</xref>, <xref ref-type="supplementary-material" rid="SM1">5</xref>). The relative fraction occurring exclusively in one specific region declined when moving from OTU to higher phylogenetic levels (Figure <xref ref-type="fig" rid="F3">3B</xref>, Supplementary Table <xref ref-type="supplementary-material" rid="SM1">4</xref>). This decline can be expected since endemic species and genera may belong to cosmopolitan families. Nevertheless, the decline was stronger for the Arctic and Antarctic than for non-polar sequences or those shared between polar and non-polar sites. The decline concurred with an increase in cosmopolitans. Despite only 8% of swarmOTUs being cosmopolitan, 42% of genera and almost 50% of families were distributed globally. When considering only cyanobacteria, the cosmopolitan fraction of OTUs (34%), genera (55%) and families (51%) was higher than for all bacteria as described above (Figure <xref ref-type="fig" rid="F3">3B</xref>).</p>
<p>On a spatial scale the polar regions were more similar in their OTU composition (based on Bray&#x02013;Curtis dissimilarity) to each other than to temperate regions (Figure <xref ref-type="fig" rid="F4">4A</xref>). Bray&#x02013;Curtis dissimilarity was less within a biogeographic region than between biogeographic regions (<italic>p</italic> &#x0003C; 0.001, PERMANOVA, Supplementary Figure <xref ref-type="supplementary-material" rid="SM1">2</xref>). This spatial correlation was also observed when considering only samples from the same region (Supplementary Figure <xref ref-type="supplementary-material" rid="SM1">3</xref>) and is in contrast to a random dispersal, where all similarities would be equal an a spatial scale. While community dissimilarity and latitudinal distance were correlated as expected due to proximity (<italic>p</italic> &#x0003D; 0.001, Mantel <italic>r</italic> &#x0003D; 0.311), distance from the equator had a stronger correlation with community dissimilarity (<italic>p</italic> &#x0003D; 0.001, Mantel <italic>r</italic> &#x0003D; 0.433). Thus, samples located at a similar latitude, irrespective of the hemisphere, shared a high number of OTUs, whereas the number of shared OTUs decreased with increasing difference in latitudinal position.</p>
<p>We further investigated the relative pattern of OTU distribution by focusing on the fraction of OTUs shared to different degrees between two of each regions (Figure <xref ref-type="fig" rid="F4">4B</xref>). In this distribution we note three distinct peaks of OTU density, indicating that there is a clear separation into OTUs uniquely present in each region, and those equally distributed between two regions. This again is in contrast to a random dispersal, in which all OTUs would be distributed equal. Non-polar regions had a lower fraction of uniquely present OTUs in contrast to the two polar regions, where the fraction of unique OTUs was more similar. The fraction of shared OTUs was highest when comparing the two polar regions and lower for each polar region compared to non-polar sites. This further demonstrates that the non-polar regions are more dissimilar to both poles, and that the poles share relatively more OTUs with higher community similarity.</p>
<p>Average annual precipitation, monthly and annual temperature as well as solar radiation did not correlate, and local monthly average precipitation only weakly correlated, to community richness (<italic>p</italic> &#x0003C; 0.05, Spearman correlations test, Supplementary Table <xref ref-type="supplementary-material" rid="SM1">6</xref>). Differences in temperature (monthly and annual average) as well as annual solar radiation between locations were significantly correlated (<italic>p</italic> &#x0003C; 0.05, Mantel test) to community beta diversity (Bray&#x02013;Curtis dissimilarity), indicating that these factors influence community assembly (Supplementary Figure <xref ref-type="supplementary-material" rid="SM1">4</xref>, Supplementary Table <xref ref-type="supplementary-material" rid="SM1">6</xref>). In contrast, differences in average precipitation and monthly solar radiation were not significantly correlated. Some habitat types differed significantly in their composition (<italic>p</italic> &#x0003C; 0.05, PERMANOVA, Supplementary Table <xref ref-type="supplementary-material" rid="SM1">7</xref>), with ice-based ponds being dissimilar in composition to streams and terrestrial ponds at lower taxonomic levels.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>This study provides the first large-scale comparative study of a unique set of microbial communities of the Arctic, Antarctic, and temperate areas using high-throughput sequencing. Due to the extreme remoteness and harsh environmental conditions, most polar microbial habitats and regions remain under-sampled and, comparative studies are limited due to the use of heterogeneous methodologies (Pearce et al., <xref ref-type="bibr" rid="B49">2012</xref>). Thus, total polar bacterial biodiversity is currently underestimated, as is also suggested by the rarefaction analysis in the present study. The number of OTUs found in this study exceeded the number of OTUs and species detected using more traditional methods such as clone libraries or microscopic identification as summarized by Pearce et al. (<xref ref-type="bibr" rid="B49">2012</xref>). The high sample number combined with the high throughput sequencing used in this study enabled a more realistic and in-depth analysis of true (bi)polar microbial diversity.</p>
<p>Despite the heterogeneity of the sampled habitats, Arctic, Antarctic, and non-polar microbial mat communities in this study had a similar OTU richness and composition in terms of the dominant phyla. They do not show a declining latitudinal diversity gradient as described for most macro-organisms (Chown et al., <xref ref-type="bibr" rid="B15">2004</xref>). The detection of the same bacterial OTUs (32% of all) in both polar regions as well as in temperate sites suggests a potentially ubiquitous distribution for at least some bacterial taxa, which supports the global ubiquity theory. Cosmopolitan distribution of prokaryotes and eukaryotes has been discussed for organisms smaller than one millimeter and usually decreases with increasing organism size (Finlay and Fenchel, <xref ref-type="bibr" rid="B28">2004</xref>; Smith and Wilkinson, <xref ref-type="bibr" rid="B58">2007</xref>; Yang et al., <xref ref-type="bibr" rid="B73">2010</xref>). Finlay and Fenchel (<xref ref-type="bibr" rid="B28">2004</xref>) state that the cosmopolitan fraction of organisms in the bacterial size range is usually about 2.5-fold higher than detected in the present study. Cox et al. (<xref ref-type="bibr" rid="B22">2016</xref>) also found a percentage of &#x0007E;35&#x02013;60% cosmopolitan OTUs in Antarctic fungi and Petz et al. (<xref ref-type="bibr" rid="B50">2007</xref>) showed that 13% of freshwater ciliate species were shared between the Arctic and the Antarctic. For larger organisms Griffiths et al. (<xref ref-type="bibr" rid="B30">2009</xref>) suggest a general level of endemism of 50% in Southern Ocean benthos, and even greater levels of endemism (up to possibly 100% at species level) are reported across a range of Antarctic terrestrial biota (Convey et al., <xref ref-type="bibr" rid="B19">2008</xref>; Pugh and Convey, <xref ref-type="bibr" rid="B53">2008</xref>). This indicates that other mechanisms, such as geographical and climatic isolation and environmental selection play a particular role in structuring biogeography in the polar regions (Chown et al., <xref ref-type="bibr" rid="B15">2004</xref>).</p>
<p>Since even 98% 16S rRNA gene similarity can represent &#x0003E;10 million years of bacterial evolution (Kuo and Ochman, <xref ref-type="bibr" rid="B38">2009</xref>), we tested this result using a more stringent single linkage clustering sequences with less than two nucleotide differences (Mah&#x000E9; et al., <xref ref-type="bibr" rid="B40">2014</xref>), that results in more OTUs with less average dissimilarity each, which confirmed the cosmopolitan and bi-polar distribution of 19% of the swarmOTUs. The high percentage of shared OTUs at a high 16S rRNA gene similarity between both polar regions suggests at least a periodic dispersal and exchange of individuals between both regions. This shows that geographical distance and barriers are not rigid and can be overcome by many microbial species, which is in line with the ubiquity hypothesis (Baas-Becking, <xref ref-type="bibr" rid="B5">1934</xref>; O&#x00027;Malley, <xref ref-type="bibr" rid="B46">2008</xref>; Biersma et al., <xref ref-type="bibr" rid="B11">2017</xref>). The underlying mechanisms could include efficient dispersal strategies for microorganisms via aerial (Hughes et al., <xref ref-type="bibr" rid="B35">2004</xref>; Pearce et al., <xref ref-type="bibr" rid="B48">2010</xref>) or vector-based transport including animals. Beyond these natural dispersal mechanisms, anthropogenic mediated dispersal for example via ships and planes (Cowan et al., <xref ref-type="bibr" rid="B21">2011</xref>; Chown et al., <xref ref-type="bibr" rid="B14">2012</xref>) could facilitate the dispersal of microorganisms. The high cosmopolitan fraction of cyanobacteria, in contrast to other bacterial taxa, suggests this phylum employs the above mentioned dispersal strategies, likely profiting from broad tolerances to extreme physical and chemical conditions (Vincent, <xref ref-type="bibr" rid="B65">2000a</xref>; Vincent and Quesada, <xref ref-type="bibr" rid="B69">2012</xref>).</p>
<p>In contrast to the cosmopolitan fraction, in our dataset more than half of all OTUs were uniquely present in one of the three regions (Arctic, Antarctic, or non-polar) and there was a decay in community similarity with increasing distance on a local and regional scale as described previously in Antarctica for microorganisms (Yergeau et al., <xref ref-type="bibr" rid="B75">2007</xref>) and macroorganisms (Griffiths et al., <xref ref-type="bibr" rid="B30">2009</xref>) supporting the distance decay theory. The percentage of these uniquely present OTUs was highest in non-polar samples in our dataset and likely reflects the higher similarity of the polar compared to non-polar regions. The somewhat larger fraction of endemic OTUs in the Antarctic compared to the Arctic may partially be explained by more extreme environmental conditions in Antarctica (Vyverman et al., <xref ref-type="bibr" rid="B70">2010</xref>), but may also reflect the geographical situation of the two regions. The terrestrial Arctic has broad north-south connections over continental land masses, ocean sectors and ecoclimatic zones, whereby wind, water currents and migrating animals may serve as vectors for species dispersal. In contrast, the Antarctic continent is oceanographically as well as meteorologically isolated from the rest of the globe (Clarke et al., <xref ref-type="bibr" rid="B17">2005</xref>; Barnes et al., <xref ref-type="bibr" rid="B8">2006</xref>; Pointing et al., <xref ref-type="bibr" rid="B51">2015</xref>). This geographic isolation has been speculated to cause a higher degree of genetic separation and thus be the driver for microbial endemism on the Antarctic continent (Vincent, <xref ref-type="bibr" rid="B66">2000b</xref>; Vyverman et al., <xref ref-type="bibr" rid="B70">2010</xref>; Hahn et al., <xref ref-type="bibr" rid="B31">2015</xref>) as well as for Southern Ocean benthos (Griffiths et al., <xref ref-type="bibr" rid="B30">2009</xref>). Isolated microhabitats in combination with local and regional distance-decay on the wide-ranging Antarctic continent may additionally provide ecological niches for a high microbial diversity and a high level of endemism (Yergeau et al., <xref ref-type="bibr" rid="B75">2007</xref>; Vyverman et al., <xref ref-type="bibr" rid="B70">2010</xref>). The uniqueness of Antarctic habitats and the underrepresentation in public databases of OTUs found here in combination with the high percentage of potentially endemic microbial OTUs detected in the south polar region, highlights the importance of specially protected areas for the conservation of microbial diversity in the Antarctic (Hughes et al., <xref ref-type="bibr" rid="B34">2015</xref>). The rapid disappearance of unique habitats in the High Arctic (Vincent, <xref ref-type="bibr" rid="B67">2010</xref>) and the potential for loss of endemic northern taxa indicate the need for a concerted global effort in protecting polar microbial ecosystems.</p>
<p>Antarctic as well as Arctic microbial communities were more similar to each other than to the temperate reference sites, and more than half of the potential ubiquitous swarmOTUs occurred exclusively in the polar regions and were not detected in temperate sites. Even though temperate habitats from alpine areas in New Zealand and marine influenced sites in Europe are not fully comparable to polar habitats, these results are corroborated by studies on eukaryote biogeography finding bi-polar distributions of fungal OTUs (Cox et al., <xref ref-type="bibr" rid="B22">2016</xref>), testate amoebae (Yang et al., <xref ref-type="bibr" rid="B73">2010</xref>), and bryophyte species (Biersma et al., <xref ref-type="bibr" rid="B11">2017</xref>). These findings suggest that the global dispersal of certain (microbial) species is combined with environmental selection shaping bacterial communities in the polar regions (Vyverman et al., <xref ref-type="bibr" rid="B70">2010</xref>; Chong et al., <xref ref-type="bibr" rid="B13">2015</xref>; Cox et al., <xref ref-type="bibr" rid="B22">2016</xref>), though temporal (Rochera et al., <xref ref-type="bibr" rid="B55">2010</xref>) or spatial (Villaescusa et al., <xref ref-type="bibr" rid="B64">2013</xref>) variability in environmental conditions can cause differences among prokaryotic meta-communities in polar habitats. Highly seasonal conditions in the polar regions (Chong et al., <xref ref-type="bibr" rid="B13">2015</xref>), such as the absence of light in winter (Alonso-Saez et al., <xref ref-type="bibr" rid="B1">2012</xref>) freezing and limited freshwater availability (Convey et al., <xref ref-type="bibr" rid="B18">2014</xref>; Mohit et al., <xref ref-type="bibr" rid="B43">2017</xref>) and low temperatures (Yergeau et al., <xref ref-type="bibr" rid="B75">2007</xref>, <xref ref-type="bibr" rid="B74">2012</xref>; Kleinteich et al., <xref ref-type="bibr" rid="B37">2012</xref>) may cause the observed differences between polar and non-polar communities, since non-polar regions exhibit more moderate environmental conditions. In fact, large differences in temperature and annual solar radiation but not regional precipitation explained community differences in the present dataset. A broad scale phylogenetic meta-analysis recently suggested the presence of cold-tolerant cyanobacteria in all cyanobacterial taxonomic clades (Chrismas et al., <xref ref-type="bibr" rid="B16">2015</xref>). The latter is also reflected in our dataset, in which bacterial species and strains surviving in polar environments belong to cosmopolitan groups at higher taxonomic levels. Cold tolerance, among other features, therefore seems to be a characteristic that has evolved several times in diverse taxa, and thus appears to be a trait of polyphyletic adaptation, given the complex optimizations required across the bacterial genome (Amico et al., <xref ref-type="bibr" rid="B2">2006</xref>). We propose that, in addition to endemic taxa, there is a pool of cosmopolitan bacteria with widespread dispersal capacities, from which certain species and strains are selected for their capability to sustain themselves in polar environments.</p>
<p>Polar communities may therefore be disproportionately influenced by future physical, chemical and biological environmental changes (Stocker et al., <xref ref-type="bibr" rid="B59">2013</xref>). Both temperature and precipitation (frequency, intensity and duration of snow or rain deposition (Convey et al., <xref ref-type="bibr" rid="B18">2014</xref>), as well as the length of the ice melting period) are predicted to increase with climate change in polar regions (Turner et al., <xref ref-type="bibr" rid="B63">2009</xref>, <xref ref-type="bibr" rid="B62">2014</xref>; Stocker et al., <xref ref-type="bibr" rid="B59">2013</xref>) providing more liquid freshwater but also less predictable conditions in some polar habitats (Vincent et al., <xref ref-type="bibr" rid="B68">2017</xref>). Based on our results and those of others, both, the availability of liquid freshwater (Convey et al., <xref ref-type="bibr" rid="B18">2014</xref>) and temperature (Yergeau et al., <xref ref-type="bibr" rid="B75">2007</xref>, <xref ref-type="bibr" rid="B74">2012</xref>; Kleinteich et al., <xref ref-type="bibr" rid="B37">2012</xref>) can induce a shift in the community composition of polar microbial communities. Communities with a higher diversity often show a higher resilience toward perturbations, as functional redundancy lowers the chance for key species to vanish during perturbations (Yachi and Loreau, <xref ref-type="bibr" rid="B72">1999</xref>). Similarly, increased richness might also be beneficial to a community by enabling a community to react with several distinct responses to a perturbation, increasing the resilience (Elmqvist et al., <xref ref-type="bibr" rid="B25">2003</xref>; Folke et al., <xref ref-type="bibr" rid="B29">2004</xref>). Higher temperatures in the polar regions will probably directly influence microbial communities by an elongation of the growth season, the availability of freshwater and daily temperature cycles with less freeze-thaw events. Lower environmental filtering induced by climate change as described here may support the establishment of cosmopolitan taxa, capable of long-distance dispersal, over more specialized and endemic taxa and may support the invasion of species on other trophic levels which could impact benthic microbial biofilm biology and biodiversity (Nielsen and Wall, <xref ref-type="bibr" rid="B45">2013</xref>). In the longer term it can be expected that multicellular organisms such as mosses and grasses will replace microbial primary producers in currently microbial dominated habitats (Convey et al., <xref ref-type="bibr" rid="B20">2003</xref>; Biersma et al., <xref ref-type="bibr" rid="B11">2017</xref>), with microbial-dominated communities increasingly restricted to the highest latitudes (Nielsen and Wall, <xref ref-type="bibr" rid="B45">2013</xref>).</p>
<p>We conclude that the microbiota of both polar regions may be more connected than previously assumed and our data suggest a biogeographical connection between both poles, consistent with some previous studies (Pearce et al., <xref ref-type="bibr" rid="B47">2007</xref>; Jungblut et al., <xref ref-type="bibr" rid="B36">2010</xref>; Chrismas et al., <xref ref-type="bibr" rid="B16">2015</xref>; Cox et al., <xref ref-type="bibr" rid="B22">2016</xref>; Biersma et al., <xref ref-type="bibr" rid="B11">2017</xref>; Mohit et al., <xref ref-type="bibr" rid="B43">2017</xref>). The polar microbial communities in our study are an assemblage of ubiquitously-distributed and potentially endemic taxa. This suggests a combined model of global dispersal of bacterial species in combination with habitat-specific selection pressure in cold environments (global ubiquity hypothesis) and distance-related biogeography in isolated Arctic and Antarctic communities (distance-decay theory). In both cases, the severe climate of the polar regions as well as their spatial and climatic isolation from the rest of the globe selects for a specialized community and leads to a high level of potentially endemic species. These organisms are potentially vulnerable to ongoing climate change in both polar regions, which is likely to favor cosmopolitan generalist species at the expense of distinct taxa that currently occur in specific polar habitats.</p>
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<sec id="s5">
<title>Author contributions</title>
<p>JK, FH, and DD designed the study. Laboratory research and experiments were performed by JK, FH, and AV with the methodological and material support of DD, PB, SW, and CZ. FH and MB performed the bioinformatics and statistical analyzes. Field work and sample collection were carried out by JK, SW, AJ, FK, AQ, and AC. Field trips were organized by WV, AC, AQ, DP, and PC. JK, FH, and DD wrote the first draft of the manuscript with substantial help of CZ, MB, and PB, and all other authors contributed substantially to revisions.</p>
<sec>
<title>Conflict of interest statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec>
</sec>
</body>
<back>
<ack><p>JK acknowledges the Carl Zeiss foundation for PhD funding, the Marie-Curie COFUND-BEIPD PostDoc fellowship for PostDoc funding, FNRS travel funding and the logistical and financial support by UNIS. JK and FK acknowledge the Natural Environment Research Council (NERC) Antarctic Funding Initiative AFI-CGS-70 (collaborative gearing scheme) and logistic support from the British Antarctic Survey (BAS) for field work in Antarctica. JK and CZ acknowledge the Excellence Initiative at the University of T&#x000FC;bingen funded by the German Federal Ministry of Education and Research and the German Research Foundation (DFG). FH, AV, and PB received funding from MetaHIT (HEALTH-F4-2007-201052), Microbios (ERC-AdG-502 669830) and the European Molecular Biology Laboratory (EMBL). We thank members of the Bork group at EMBL for helpful discussions. We acknowledge the EMBL Genomics Core Facility for sequencing support and Y. P. Yuan and the EMBL Information Technology Core Facility for support with high-performance computing and EMBL for financial support. PC is supported by NERC core funding to the BAS &#x0201C;Biodiversity, Evolution and Adaptation&#x0201D; Team. MB was funded by Helge Ax:son Johnsons Stiftelse and PUT1317. DRD acknowledges the DFG funded project DI698/18-1 Dietrich and the Marie Curie International Research Staff Exchange Scheme Fellowship (PIRSES-GA-2011-295223). Operations in the Canadian High Arctic were supported by the Natural Sciences and Engineering Research Council of Canada (NSERC), ArcticNet and the Polar Continental Shelf Program (PCSP). We are also grateful to the TOTAL Foundation (Paris) and the UK NERC (WP 4.3 of Oceans 2025 core funding to FCK at the Scottish Association for Marine Science) for funding the expedition to Baffin Island and within this context Olivier Dargent and Dr. Pieter van West for sample collection, and the Spanish Ministry of Science and Technology through project LIMNOPOLAR (POL200606635 and CGL2005-06549-C02-01/ANT to AQ as well as CGL2005-06549-C02-02/ANT to AC, the last of these co-financed by European FEDER funds). We are grateful for funding from the MASTS pooling initiative (The Marine Alliance for Science and Technology for Scotland), funded by the Scottish Funding Council (HR09011) and contributing institutions.</p>
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<sec sec-type="supplementary-material" id="s6">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fevo.2017.00137/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fevo.2017.00137/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alonso-Saez</surname> <given-names>L.</given-names></name> <name><surname>Waller</surname> <given-names>A. S.</given-names></name> <name><surname>Mende</surname> <given-names>D. R.</given-names></name> <name><surname>Bakker</surname> <given-names>K.</given-names></name> <name><surname>Farnelid</surname> <given-names>H.</given-names></name> <name><surname>Yager</surname> <given-names>P. L.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Role for urea in nitrification by polar marine Archaea</article-title>. <source>Proc. Natl. Acad. Sci. U.S.A</source>. <volume>109</volume>, <fpage>17989</fpage>&#x02013;<lpage>17994</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1201914109</pub-id><pub-id pub-id-type="pmid">23027926</pub-id></citation></ref>
<ref id="B2">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Amico</surname> <given-names>S. D.</given-names></name> <name><surname>Collins</surname> <given-names>T.</given-names></name> <name><surname>Marx</surname> <given-names>J.</given-names></name> <name><surname>Feller</surname> <given-names>G.</given-names></name> <name><surname>Gerday</surname> <given-names>C.</given-names></name></person-group> (<year>2006</year>). <article-title>Psychrophilic microorganisms: challenges for life</article-title>. <source>EMBO Rep</source>. <volume>7</volume>, <fpage>5</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1038/sj.embor.7400662</pub-id><pub-id pub-id-type="pmid">16585939</pub-id></citation></ref>
<ref id="B3">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Anderson</surname> <given-names>M. J.</given-names></name></person-group> (<year>2001</year>). <article-title>A new method for non-parametric multivariate analysis of variance</article-title>. <source>Austr. Ecol</source>. <volume>26</volume>, <fpage>32</fpage>&#x02013;<lpage>46</lpage>. <pub-id pub-id-type="doi">10.1111/j.1442-9993.2001.01070.pp.x</pub-id></citation></ref>
<ref id="B4">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Astorga</surname> <given-names>A.</given-names></name> <name><surname>Oksanen</surname> <given-names>J.</given-names></name> <name><surname>Luoto</surname> <given-names>M.</given-names></name> <name><surname>Soininen</surname> <given-names>J.</given-names></name> <name><surname>Virtanen</surname> <given-names>R.</given-names></name> <name><surname>Muotka</surname> <given-names>T.</given-names></name></person-group> (<year>2012</year>). <article-title>Distance decay of similarity in freshwater communities: do macro- and microorganisms follow the same rules?</article-title> <source>Glob. Ecol. Biogeogr</source>. <volume>21</volume>, <fpage>365</fpage>&#x02013;<lpage>375</lpage>. <pub-id pub-id-type="doi">10.1111/j.1466-8238.2011.00681.x</pub-id></citation></ref>
<ref id="B5">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Baas-Becking</surname> <given-names>L.</given-names></name></person-group> (<year>1934</year>). <source>Geobiologie of Inleiding Tot de Milieukunde</source>. <publisher-loc>Den Haag</publisher-loc>: <publisher-name>Stockum and Zoon, WP</publisher-name>.</citation></ref>
<ref id="B6">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bahram</surname> <given-names>M.</given-names></name> <name><surname>K&#x000F5;ljalg</surname> <given-names>U.</given-names></name> <name><surname>Courty</surname> <given-names>P.-E.</given-names></name> <name><surname>Di&#x000E9;dhiou</surname> <given-names>A. G.</given-names></name> <name><surname>Kj&#x000F8;ller</surname> <given-names>R.</given-names></name> <name><surname>P&#x000F5;lme</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>The distance decay of similarity in communities of ectomycorrhizal fungi in different ecosystems and scales</article-title>. <source>J. Ecol</source>. <volume>101</volume>, <fpage>1335</fpage>&#x02013;<lpage>1344</lpage>. <pub-id pub-id-type="doi">10.1111/1365-2745.12120</pub-id></citation></ref>
<ref id="B7">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ba&#x000F1;&#x000F3;n</surname> <given-names>M.</given-names></name> <name><surname>Justel</surname> <given-names>A.</given-names></name> <name><surname>Vel&#x000E1;zquez</surname> <given-names>D.</given-names></name> <name><surname>Quesada</surname> <given-names>A.</given-names></name></person-group> (<year>2013</year>). <article-title>Regional weather survey on Byers Peninsula, Livingston Island, South Shetland Islands, Antarctica</article-title>. <source>Antarct. Sci</source>. <volume>25</volume>, <fpage>146</fpage>&#x02013;<lpage>156</lpage>. <pub-id pub-id-type="doi">10.1017/S0954102012001046</pub-id></citation></ref>
<ref id="B8">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barnes</surname> <given-names>D. K. A.</given-names></name> <name><surname>Hodgson</surname> <given-names>D. A.</given-names></name> <name><surname>Convey</surname> <given-names>P.</given-names></name> <name><surname>Allen</surname> <given-names>C. S.</given-names></name> <name><surname>Clarke</surname> <given-names>A.</given-names></name></person-group> (<year>2006</year>). <article-title>Incursion and excursion of Antarctic biota: past, present and future</article-title>. <source>Glob. Ecol. Biogeogr</source>. <volume>15</volume>, <fpage>121</fpage>&#x02013;<lpage>142</lpage>. <pub-id pub-id-type="doi">10.1111/j.1466-822X.2006.00216.x</pub-id></citation></ref>
<ref id="B9">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bell</surname> <given-names>T.</given-names></name></person-group> (<year>2010</year>). <article-title>Experimental tests of the bacterial distance-decay relationship</article-title>. <source>ISME J</source>. <volume>4</volume>, <fpage>1357</fpage>&#x02013;<lpage>1365</lpage>. <pub-id pub-id-type="doi">10.1038/ismej.2010.77</pub-id><pub-id pub-id-type="pmid">20535220</pub-id></citation></ref>
<ref id="B10">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Benjamini</surname> <given-names>Y.</given-names></name> <name><surname>Hochberg</surname> <given-names>Y.</given-names></name></person-group> (<year>1995</year>). <article-title>Controlling the false discovery rate: a practical and powerful approach to multiple testing</article-title>. <source>J. R. Stat. Soc. Ser. B</source> <volume>57</volume>, <fpage>289</fpage>&#x02013;<lpage>300</lpage>.</citation></ref>
<ref id="B11">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Biersma</surname> <given-names>E. M.</given-names></name> <name><surname>Jackson</surname> <given-names>A.</given-names></name> <name><surname>Hyv&#x000F6;nen</surname> <given-names>J.</given-names></name> <name><surname>Koskinen</surname> <given-names>S.</given-names></name> <name><surname>Linse</surname> <given-names>K.</given-names></name> <name><surname>Griffiths</surname> <given-names>H.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Global biogeographic patterns in bipolar moss species</article-title>. <source>R. Soc. Open Sci</source>. <volume>4</volume>:<fpage>170147</fpage>. <pub-id pub-id-type="doi">10.1098/rsos.170147</pub-id><pub-id pub-id-type="pmid">28791139</pub-id></citation></ref>
<ref id="B12">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chao</surname> <given-names>A.</given-names></name></person-group> (<year>1984</year>). <article-title>Nonparametric-estimation of the number of classes in a population</article-title>. <source>Scand. J. Stat</source>. <volume>11</volume>, <fpage>265</fpage>&#x02013;<lpage>270</lpage>.</citation></ref>
<ref id="B13">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chong</surname> <given-names>C. W.</given-names></name> <name><surname>Pearce</surname> <given-names>D. A.</given-names></name> <name><surname>Convey</surname> <given-names>P.</given-names></name></person-group> (<year>2015</year>). <article-title>Emerging spatial patterns in Antarctic prokaryotes</article-title>. <source>Front. Microbiol</source>. <volume>6</volume>:<fpage>1058</fpage>. <pub-id pub-id-type="doi">10.3389/fmicb.2015.01058</pub-id><pub-id pub-id-type="pmid">26483777</pub-id></citation></ref>
<ref id="B14">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chown</surname> <given-names>S. L.</given-names></name> <name><surname>Huiskes</surname> <given-names>A. H. L.</given-names></name> <name><surname>Gremmen</surname> <given-names>N. J. M.</given-names></name> <name><surname>Lee</surname> <given-names>J. E.</given-names></name> <name><surname>Terauds</surname> <given-names>A.</given-names></name> <name><surname>Crosbie</surname> <given-names>K.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Continent-wide risk assessment for the establishment of nonindigenous species in Antarctica</article-title>. <source>Proc. Natl. Acad. Sci. U.S.A</source>. <volume>109</volume>, <fpage>6</fpage>&#x02013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1119787109</pub-id><pub-id pub-id-type="pmid">22393003</pub-id></citation></ref>
<ref id="B15">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chown</surname> <given-names>S. L.</given-names></name> <name><surname>Sinclair</surname> <given-names>B. J.</given-names></name> <name><surname>Leinaas</surname> <given-names>H. P.</given-names></name> <name><surname>Gaston</surname> <given-names>K. J.</given-names></name></person-group> (<year>2004</year>). <article-title>Hemispheric asymmetries in biodiversity - a serious matter for ecology</article-title>. <source>PLoS Biol</source>. <volume>2</volume>:<fpage>e406</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pbio.0020406</pub-id><pub-id pub-id-type="pmid">15547645</pub-id></citation></ref>
<ref id="B16">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chrismas</surname> <given-names>N. A. M.</given-names></name> <name><surname>Anesio</surname> <given-names>A. M.</given-names></name> <name><surname>S&#x000E1;nchez-Baracaldo</surname> <given-names>P.</given-names></name></person-group> (<year>2015</year>). <article-title>Multiple adaptations to polar and alpine environments within cyanobacteria: a phylogenomic and Bayesian approach</article-title>. <source>Front. Microbiol</source>. <volume>6</volume>:<fpage>1070</fpage>. <pub-id pub-id-type="doi">10.3389/fmicb.2015.01070</pub-id><pub-id pub-id-type="pmid">26528250</pub-id></citation></ref>
<ref id="B17">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Clarke</surname> <given-names>A.</given-names></name> <name><surname>Barnes</surname> <given-names>D. K. A.</given-names></name> <name><surname>Hodgson</surname> <given-names>D. A.</given-names></name></person-group> (<year>2005</year>). <article-title>How isolated is Antarctica?</article-title> <source>Trends Ecol. Evol</source>. <volume>20</volume>, <fpage>1</fpage>&#x02013;<lpage>3</lpage>. <pub-id pub-id-type="doi">10.1016/j.tree.2004.10.004</pub-id><pub-id pub-id-type="pmid">16701330</pub-id></citation></ref>
<ref id="B18">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Convey</surname> <given-names>P.</given-names></name> <name><surname>Chown</surname> <given-names>S. L.</given-names></name> <name><surname>Clarke</surname> <given-names>A.</given-names></name> <name><surname>Barnes</surname> <given-names>D. K. A.</given-names></name> <name><surname>Bokhorst</surname> <given-names>S.</given-names></name> <name><surname>Cummings</surname> <given-names>V.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>The spatial structure of Antarctic biodiversity</article-title>. <source>Ecol. Monogr</source>. <volume>84</volume>, <fpage>203</fpage>&#x02013;<lpage>244</lpage>. <pub-id pub-id-type="doi">10.1890/12-2216.1</pub-id></citation></ref>
<ref id="B19">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Convey</surname> <given-names>P.</given-names></name> <name><surname>Gibson</surname> <given-names>J. A. E.</given-names></name> <name><surname>Hillenbrand</surname> <given-names>C.-D.</given-names></name> <name><surname>Hodgson</surname> <given-names>D. A.</given-names></name> <name><surname>Pugh</surname> <given-names>P. J. A.</given-names></name> <name><surname>Smellie</surname> <given-names>J. L.</given-names></name> <etal/></person-group>. (<year>2008</year>). <article-title>Antarctic terrestrial life-challenging the history of the frozen continent?</article-title> <source>Biol. Rev. Camb. Philos. Soc</source>. <volume>83</volume>, <fpage>103</fpage>&#x02013;<lpage>117</lpage>. <pub-id pub-id-type="doi">10.1111/j.1469-185X.2008.00034.x</pub-id><pub-id pub-id-type="pmid">18429764</pub-id></citation></ref>
<ref id="B20">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Convey</surname> <given-names>P.</given-names></name> <name><surname>Scott</surname> <given-names>D.</given-names></name> <name><surname>Fraser</surname> <given-names>W. R.</given-names></name></person-group> (<year>2003</year>). <article-title>Biophysical and habitat changes in response to climate alteration in the Arctic and Antarctic</article-title>, in <source>Monographic Series Advances in Applied Biodiversity Science. No. 4: Climate Change and Biodiversity: Synergistic Impacts</source> (<publisher-loc>Washington D.C.</publisher-loc>: <publisher-name>Conservation International</publisher-name>), <fpage>79</fpage>&#x02013;<lpage>84</lpage>.</citation></ref>
<ref id="B21">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cowan</surname> <given-names>D. A.</given-names></name> <name><surname>Chown</surname> <given-names>S. L.</given-names></name> <name><surname>Convey</surname> <given-names>P.</given-names></name> <name><surname>Tuffin</surname> <given-names>M.</given-names></name> <name><surname>Hughes</surname> <given-names>K.</given-names></name> <name><surname>Pointing</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2011</year>). <article-title>Non-indigenous microorganisms in the Antarctic: assessing the risks</article-title>. <source>Trends Microbiol</source>. <volume>19</volume>, <fpage>540</fpage>&#x02013;<lpage>548</lpage>. <pub-id pub-id-type="doi">10.1016/j.tim.2011.07.008</pub-id><pub-id pub-id-type="pmid">21893414</pub-id></citation></ref>
<ref id="B22">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cox</surname> <given-names>F.</given-names></name> <name><surname>Newsham</surname> <given-names>K. K.</given-names></name> <name><surname>Bol</surname> <given-names>R.</given-names></name> <name><surname>Dungait</surname> <given-names>J. A. J.</given-names></name> <name><surname>Robinson</surname> <given-names>C. H.</given-names></name></person-group> (<year>2016</year>). <article-title>Not poles apart: Antarctic soil fungal communities show similarities to those of the distant Arctic</article-title>. <source>Ecol. Lett</source>. <volume>19</volume>, <fpage>528</fpage>&#x02013;<lpage>536</lpage>. <pub-id pub-id-type="doi">10.1111/ele.12587</pub-id><pub-id pub-id-type="pmid">26932261</pub-id></citation></ref>
<ref id="B23">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Edgar</surname> <given-names>R. C.</given-names></name></person-group> (<year>2013</year>). <article-title>UPARSE: highly accurate OTU sequences from microbial amplicon reads</article-title>. <source>Nat. Methods</source> <volume>10</volume>, <fpage>996</fpage>&#x02013;<lpage>998</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.2604</pub-id><pub-id pub-id-type="pmid">23955772</pub-id></citation></ref>
<ref id="B24">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Edgar</surname> <given-names>R. C.</given-names></name> <name><surname>Haas</surname> <given-names>B. J.</given-names></name> <name><surname>Clemente</surname> <given-names>J. C.</given-names></name> <name><surname>Quince</surname> <given-names>C.</given-names></name> <name><surname>Knight</surname> <given-names>R.</given-names></name></person-group> (<year>2011</year>). <article-title>UCHIME improves sensitivity and speed of chimera detection</article-title>. <source>Bioinformatics</source> <volume>27</volume>, <fpage>2194</fpage>&#x02013;<lpage>2200</lpage>. <pub-id pub-id-type="doi">10.1093/bioinformatics/btr381</pub-id><pub-id pub-id-type="pmid">21700674</pub-id></citation></ref>
<ref id="B25">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Elmqvist</surname> <given-names>T.</given-names></name> <name><surname>Folke</surname> <given-names>C.</given-names></name> <name><surname>Nystr&#x000F6;m</surname> <given-names>M.</given-names></name> <name><surname>Peterson</surname> <given-names>G.</given-names></name> <name><surname>Bengtsson</surname> <given-names>J.</given-names></name> <name><surname>Walker</surname> <given-names>B.</given-names></name> <etal/></person-group>. (<year>2003</year>). <article-title>Response diversity, ecosystem change, and resilience</article-title>. <source>Front. Ecol. Environ</source>. <volume>1</volume>, <fpage>488</fpage>&#x02013;<lpage>494</lpage>. <pub-id pub-id-type="doi">10.1890/1540-9295(2003)001[0488:RDECAR]2.0.CO;2</pub-id></citation></ref>
<ref id="B26">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fadrosh</surname> <given-names>D. W.</given-names></name> <name><surname>Ma</surname> <given-names>B.</given-names></name> <name><surname>Gajer</surname> <given-names>P.</given-names></name> <name><surname>Sengamalay</surname> <given-names>N.</given-names></name> <name><surname>Ott</surname> <given-names>S.</given-names></name> <name><surname>Brotman</surname> <given-names>R. M.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>An improved dual-indexing approach for multiplexed 16S rRNA gene sequencing on the Illumina MiSeq platform</article-title>. <source>Microbiome</source> <volume>2</volume>:<fpage>6</fpage>. <pub-id pub-id-type="doi">10.1186/2049-2618-2-6</pub-id><pub-id pub-id-type="pmid">24558975</pub-id></citation></ref>
<ref id="B27">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fern&#x000E1;ndez-Valiente</surname> <given-names>E.</given-names></name> <name><surname>Camacho</surname> <given-names>A.</given-names></name> <name><surname>Rochera</surname> <given-names>C.</given-names></name> <name><surname>Rico</surname> <given-names>E.</given-names></name> <name><surname>Vincent</surname> <given-names>W. F.</given-names></name> <name><surname>Quesada</surname> <given-names>A.</given-names></name></person-group> (<year>2007</year>). <article-title>Community structure and physiological characterization of microbial mats in Byers Peninsula, Livingston Island (South Shetland Islands, Antarctica)</article-title>. <source>FEMS Microbiol. Ecol</source>. <volume>59</volume>, <fpage>377</fpage>&#x02013;<lpage>385</lpage>. <pub-id pub-id-type="doi">10.1111/j.1574-6941.2006.00221.x</pub-id><pub-id pub-id-type="pmid">17069622</pub-id></citation></ref>
<ref id="B28">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Finlay</surname> <given-names>B. J.</given-names></name> <name><surname>Fenchel</surname> <given-names>T.</given-names></name></person-group> (<year>2004</year>). <article-title>Cosmopolitan metapopulations of free-living microbial eukaryotes</article-title>. <source>Protist</source> <volume>155</volume>, <fpage>237</fpage>&#x02013;<lpage>244</lpage>. <pub-id pub-id-type="doi">10.1078/143446104774199619</pub-id><pub-id pub-id-type="pmid">15305798</pub-id></citation></ref>
<ref id="B29">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Folke</surname> <given-names>C.</given-names></name> <name><surname>Carpenter</surname> <given-names>S.</given-names></name> <name><surname>Walker</surname> <given-names>B.</given-names></name> <name><surname>Scheffer</surname> <given-names>M.</given-names></name> <name><surname>Elmqvist</surname> <given-names>T.</given-names></name> <name><surname>Gunderson</surname> <given-names>L.</given-names></name> <etal/></person-group>. (<year>2004</year>). <article-title>Regime shifts, resilience, and biodiversity in ecosystem management</article-title>. <source>Annu. Rev. Ecol. Evol. Syst</source>. <volume>35</volume>, <fpage>557</fpage>&#x02013;<lpage>581</lpage>. <pub-id pub-id-type="doi">10.1146/annurev.ecolsys.35.021103.105711</pub-id></citation></ref>
<ref id="B30">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Griffiths</surname> <given-names>H. J.</given-names></name> <name><surname>Barnes</surname> <given-names>D. K. A.</given-names></name> <name><surname>Linse</surname> <given-names>K.</given-names></name></person-group> (<year>2009</year>). <article-title>Towards a generalized biogeography of the Southern Ocean benthos</article-title>. <source>J. Biogeogr</source>. <volume>36</volume>, <fpage>162</fpage>&#x02013;<lpage>177</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2699.2008.01979.x</pub-id></citation></ref>
<ref id="B31">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hahn</surname> <given-names>M. W.</given-names></name> <name><surname>Koll</surname> <given-names>U.</given-names></name> <name><surname>Jezberov&#x000E1;</surname> <given-names>J.</given-names></name> <name><surname>Camacho</surname> <given-names>A.</given-names></name></person-group> (<year>2015</year>). <article-title>Global phylogeography of pelagic P olynucleobacter bacteria: restricted geographic distribution of subgroups, isolation by distance and influence of climate</article-title>. <source>Environ. Microbiol</source>. <volume>17</volume>, <fpage>829</fpage>&#x02013;<lpage>840</lpage>. <pub-id pub-id-type="doi">10.1111/1462-2920.12532</pub-id></citation></ref>
<ref id="B32">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hauswedell</surname> <given-names>H.</given-names></name> <name><surname>Singer</surname> <given-names>J.</given-names></name> <name><surname>Reinert</surname> <given-names>K.</given-names></name></person-group> (<year>2014</year>). <article-title>Lambda: the local aligner for massive biological data</article-title>. <source>Bioinformatics</source> <volume>30</volume>, <fpage>i349</fpage>&#x02013;<lpage>i355</lpage>. <pub-id pub-id-type="doi">10.1093/bioinformatics/btu439</pub-id><pub-id pub-id-type="pmid">25161219</pub-id></citation></ref>
<ref id="B33">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hildebrand</surname> <given-names>F.</given-names></name> <name><surname>Tadeo</surname> <given-names>R.</given-names></name> <name><surname>Voigt</surname> <given-names>A. Y.</given-names></name> <name><surname>Bork</surname> <given-names>P.</given-names></name> <name><surname>Raes</surname> <given-names>J.</given-names></name></person-group> (<year>2014</year>). <article-title>LotuS: an efficient and user-friendly OTU processing pipeline</article-title>. <source>Microbiome</source> <volume>2</volume>:<fpage>30</fpage>. <pub-id pub-id-type="doi">10.1186/2049-2618-2-30</pub-id><pub-id pub-id-type="pmid">27367037</pub-id></citation></ref>
<ref id="B34">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hughes</surname> <given-names>K. A.</given-names></name> <name><surname>Cowan</surname> <given-names>D. A.</given-names></name> <name><surname>Wilmotte</surname> <given-names>A.</given-names></name></person-group> (<year>2015</year>). <article-title>Protection of Antarctic microbial communities &#x02013; &#x0201C;out of sight, out of mind.&#x0201D;</article-title> <source>Front. Microbiol</source>. <volume>6</volume>:<fpage>151</fpage>. <pub-id pub-id-type="doi">10.3389/fmicb.2015.00151</pub-id></citation></ref>
<ref id="B35">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hughes</surname> <given-names>K. A.</given-names></name> <name><surname>McCartney</surname> <given-names>H. A.</given-names></name> <name><surname>Lachlan-Cope</surname> <given-names>T. A.</given-names></name> <name><surname>Pearce</surname> <given-names>D. A.</given-names></name></person-group> (<year>2004</year>). <article-title>A preliminary study of airborne microbial biodiversity over Peninsular Antarctica</article-title>. <source>Cell. Mol. Biol.</source> <volume>50</volume>, <fpage>537</fpage>&#x02013;<lpage>542</lpage>. <pub-id pub-id-type="doi">10.1170/T543</pub-id><pub-id pub-id-type="pmid">15559970</pub-id></citation></ref>
<ref id="B36">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jungblut</surname> <given-names>A. D.</given-names></name> <name><surname>Lovejoy</surname> <given-names>C.</given-names></name> <name><surname>Vincent</surname> <given-names>W. F.</given-names></name></person-group> (<year>2010</year>). <article-title>Global distribution of cyanobacterial ecotypes in the cold biosphere</article-title>. <source>ISME J.</source> <volume>4</volume>, <fpage>1</fpage>&#x02013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.1038/ismej.2009.113</pub-id><pub-id pub-id-type="pmid">19890368</pub-id></citation></ref>
<ref id="B37">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kleinteich</surname> <given-names>J.</given-names></name> <name><surname>Wood</surname> <given-names>S. A.</given-names></name> <name><surname>K&#x000FC;pper</surname> <given-names>F. C.</given-names></name> <name><surname>Camacho</surname> <given-names>A.</given-names></name> <name><surname>Quesada</surname> <given-names>A.</given-names></name> <name><surname>Frickey</surname> <given-names>T.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Temperature-related changes in polar cyanobacterial mat diversity and toxin production</article-title>. <source>Nat. Clim. Change</source> <volume>2</volume>, <fpage>356</fpage>&#x02013;<lpage>360</lpage>. <pub-id pub-id-type="doi">10.1038/nclimate1418</pub-id></citation></ref>
<ref id="B38">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kuo</surname> <given-names>C.-H.</given-names></name> <name><surname>Ochman</surname> <given-names>H.</given-names></name></person-group> (<year>2009</year>). <article-title>Inferring clocks when lacking rocks: the variable rates of molecular evolution in bacteria</article-title>. <source>Biol. Direct</source> <volume>4</volume>:<fpage>35</fpage>. <pub-id pub-id-type="doi">10.1186/1745-6150-4-35</pub-id><pub-id pub-id-type="pmid">19788732</pub-id></citation></ref>
<ref id="B39">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mago&#x0010D;</surname> <given-names>T.</given-names></name> <name><surname>Salzberg</surname> <given-names>S. L.</given-names></name></person-group> (<year>2011</year>). <article-title>FLASH: fast length adjustment of short reads to improve genome assemblies</article-title>. <source>Bioinformatics</source> <volume>27</volume>, <fpage>2957</fpage>&#x02013;<lpage>2963</lpage>. <pub-id pub-id-type="doi">10.1093/bioinformatics/btr507</pub-id><pub-id pub-id-type="pmid">21903629</pub-id></citation></ref>
<ref id="B40">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mah&#x000E9;</surname> <given-names>F.</given-names></name> <name><surname>Rognes</surname> <given-names>T.</given-names></name> <name><surname>Quince</surname> <given-names>C.</given-names></name> <name><surname>de Vargas</surname> <given-names>C.</given-names></name> <name><surname>Dunthorn</surname> <given-names>M.</given-names></name></person-group> (<year>2014</year>). <article-title>Swarm: robust and fast clustering method for amplicon-based studies</article-title>. <source>Peer J.</source> <volume>2</volume>:<fpage>e593</fpage>. <pub-id pub-id-type="doi">10.7717/peerj.593</pub-id><pub-id pub-id-type="pmid">25276506</pub-id></citation></ref>
<ref id="B41">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mantel</surname> <given-names>N.</given-names></name></person-group> (<year>1967</year>). <article-title>The detection of disease clustering and a generalized regression approach</article-title>. <source>Cancer Res</source>. <volume>27</volume>, <fpage>209</fpage>&#x02013;<lpage>220</lpage>. <pub-id pub-id-type="pmid">6018555</pub-id></citation></ref>
<ref id="B42">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mittelbach</surname> <given-names>G. G.</given-names></name> <name><surname>Schemske</surname> <given-names>D. W.</given-names></name></person-group> (<year>2015</year>). <article-title>Ecological and evolutionary perspectives on community assembly</article-title>. <source>Trends Ecol. Evol</source>. <volume>30</volume>, <fpage>241</fpage>&#x02013;<lpage>247</lpage>. <pub-id pub-id-type="doi">10.1016/j.tree.2015.02.008</pub-id><pub-id pub-id-type="pmid">25804867</pub-id></citation></ref>
<ref id="B43">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mohit</surname> <given-names>V.</given-names></name> <name><surname>Culley</surname> <given-names>A.</given-names></name> <name><surname>Lovejoy</surname> <given-names>C.</given-names></name> <name><surname>Bouchard</surname> <given-names>F.</given-names></name> <name><surname>Vincent</surname> <given-names>W. F.</given-names></name></person-group> (<year>2017</year>). <article-title>Hidden biofilms in a far northern lake and implications for the changing Arctic</article-title>. <source>NPJ Biofilms Microbiomes</source> <volume>3</volume>, <fpage>17</fpage>. <pub-id pub-id-type="doi">10.1038/s41522-017-0024-3</pub-id><pub-id pub-id-type="pmid">28702216</pub-id></citation></ref>
<ref id="B44">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Morlon</surname> <given-names>H.</given-names></name> <name><surname>Chuyong</surname> <given-names>G.</given-names></name> <name><surname>Condit</surname> <given-names>R.</given-names></name> <name><surname>Hubbell</surname> <given-names>S.</given-names></name> <name><surname>Kenfack</surname> <given-names>D.</given-names></name> <name><surname>Thomas</surname> <given-names>D.</given-names></name> <etal/></person-group>. (<year>2008</year>). <article-title>A general framework for the distance-decay of similarity in ecological communities</article-title>. <source>Ecol. Lett</source>. <volume>11</volume>, <fpage>904</fpage>&#x02013;<lpage>917</lpage>. <pub-id pub-id-type="doi">10.1111/j.1461-0248.2008.01202.x</pub-id><pub-id pub-id-type="pmid">18494792</pub-id></citation></ref>
<ref id="B45">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nielsen</surname> <given-names>U. N.</given-names></name> <name><surname>Wall</surname> <given-names>D. H.</given-names></name></person-group> (<year>2013</year>). <article-title>The future of soil invertebrate communities in polar regions: different climate change responses in the Arctic and Antarctic?</article-title> <source>Ecol. Lett</source>. <volume>16</volume>, <fpage>409</fpage>&#x02013;<lpage>419</lpage>. <pub-id pub-id-type="doi">10.1111/ele.12058</pub-id><pub-id pub-id-type="pmid">23278945</pub-id></citation></ref>
<ref id="B46">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>O&#x00027;Malley</surname> <given-names>M. A.</given-names></name></person-group> (<year>2008</year>). <article-title>&#x0201C;Everything is everywhere: but the environment selects&#x0201D;: ubiquitous distribution and ecological determinism in microbial biogeography</article-title>. <source>Stud. Hist. Philos. Biol. Biomed. Sci</source>. <volume>39</volume>, <fpage>314</fpage>&#x02013;<lpage>325</lpage>. <pub-id pub-id-type="doi">10.1016/j.shpsc.2008.06.005</pub-id></citation></ref>
<ref id="B47">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pearce</surname> <given-names>D. A.</given-names></name> <name><surname>Cockell</surname> <given-names>C. S.</given-names></name> <name><surname>Lindstrom</surname> <given-names>E. S.</given-names></name> <name><surname>Tranvik</surname> <given-names>L. J.</given-names></name></person-group> (<year>2007</year>). <article-title>First evidence for a bipolar distribution of dominant freshwater lake bacterioplankton</article-title>. <source>Antarct. Sci</source>. <volume>19</volume>, <fpage>245</fpage>&#x02013;<lpage>252</lpage>. <pub-id pub-id-type="doi">10.1017/S0954102007000326</pub-id></citation></ref>
<ref id="B48">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pearce</surname> <given-names>D. A.</given-names></name> <name><surname>Hughes</surname> <given-names>K. A.</given-names></name> <name><surname>Lachlan-Cope</surname> <given-names>T.</given-names></name> <name><surname>Harangozo</surname> <given-names>S. A.</given-names></name> <name><surname>Jones</surname> <given-names>A. E.</given-names></name></person-group> (<year>2010</year>). <article-title>Biodiversity of air-borne microorganisms at Halley station, Antarctica</article-title>. <source>Extremophiles</source> <volume>14</volume>, <fpage>145</fpage>&#x02013;<lpage>159</lpage>. <pub-id pub-id-type="doi">10.1007/s00792-009-0293-8</pub-id><pub-id pub-id-type="pmid">20091326</pub-id></citation></ref>
<ref id="B49">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pearce</surname> <given-names>D. A.</given-names></name> <name><surname>Newsham</surname> <given-names>K. K.</given-names></name> <name><surname>Thorne</surname> <given-names>M. A. S.</given-names></name> <name><surname>Calvo-Bado</surname> <given-names>L.</given-names></name> <name><surname>Krsek</surname> <given-names>M.</given-names></name> <name><surname>Laskaris</surname> <given-names>P.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Metagenomic analysis of a southern maritime Antarctic soil</article-title>. <source>Front. Microbiol</source>. <volume>3</volume>:<fpage>403</fpage>. <pub-id pub-id-type="doi">10.3389/fmicb.2012.00403</pub-id><pub-id pub-id-type="pmid">23227023</pub-id></citation></ref>
<ref id="B50">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Petz</surname> <given-names>W.</given-names></name> <name><surname>Valbonesi</surname> <given-names>A.</given-names></name> <name><surname>Schiftner</surname> <given-names>U.</given-names></name> <name><surname>Quesada</surname> <given-names>A.</given-names></name> <name><surname>Ellis-Evans</surname> <given-names>J. C.</given-names></name></person-group> (<year>2007</year>). <article-title>Ciliate biogeography in Antarctic and Arctic freshwater ecosystems: endemism or global distribution of species?</article-title> <source>FEMS Microbiol. Ecol</source>. <volume>59</volume>, <fpage>396</fpage>&#x02013;<lpage>408</lpage>. <pub-id pub-id-type="doi">10.1111/j.1574-6941.2006.00259.x</pub-id></citation></ref>
<ref id="B51">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pointing</surname> <given-names>S. B.</given-names></name> <name><surname>B&#x000FC;del</surname> <given-names>B.</given-names></name> <name><surname>Convey</surname> <given-names>P.</given-names></name> <name><surname>Gillman</surname> <given-names>L. N.</given-names></name> <name><surname>K&#x000F6;rner</surname> <given-names>C.</given-names></name> <name><surname>Leuzinger</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Biogeography of photoautotrophs in the high polar biome</article-title>. <source>Front. Plant Sci</source>. <volume>6</volume>:<fpage>692</fpage>. <pub-id pub-id-type="doi">10.3389/fpls.2015.00692</pub-id><pub-id pub-id-type="pmid">26442009</pub-id></citation></ref>
<ref id="B52">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Post</surname> <given-names>E.</given-names></name> <name><surname>Forchhammer</surname> <given-names>M. C.</given-names></name> <name><surname>Bret-Harte</surname> <given-names>M. S.</given-names></name> <name><surname>Callaghan</surname> <given-names>T. V.</given-names></name> <name><surname>Christensen</surname> <given-names>T. R.</given-names></name> <name><surname>Elberling</surname> <given-names>B.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>Ecological dynamics across the Arctic associated with recent climate change</article-title>. <source>Science</source> <volume>325</volume>, <fpage>1355</fpage>&#x02013;<lpage>1358</lpage>. <pub-id pub-id-type="doi">10.1126/science.1173113</pub-id><pub-id pub-id-type="pmid">19745143</pub-id></citation></ref>
<ref id="B53">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pugh</surname> <given-names>P. J. A.</given-names></name> <name><surname>Convey</surname> <given-names>P.</given-names></name></person-group> (<year>2008</year>). <article-title>Surviving out in the cold: Antarctic endemic invertebrates and their refugia</article-title>. <source>J. Biogeogr</source>. <volume>35</volume>, <fpage>2176</fpage>&#x02013;<lpage>2186</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2699.2008.01953.x</pub-id></citation></ref>
<ref id="B54">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Quesada</surname> <given-names>A.</given-names></name> <name><surname>Fern&#x000E1;ndez-Valiente</surname> <given-names>E.</given-names></name> <name><surname>Hawes</surname> <given-names>I.</given-names></name> <name><surname>Howard-Williams</surname> <given-names>C.</given-names></name></person-group> (<year>2008</year>). <article-title>Benthic primary production in polar lakes and rivers</article-title>, in <source>Polar Lakes And Rivers Limnology Of Arctic And Antarctic Ecosystems</source>, eds <person-group person-group-type="editor"><name><surname>Vincent</surname> <given-names>W. F.</given-names></name> <name><surname>Laybourn-Parry</surname> <given-names>J.</given-names></name></person-group> (<publisher-loc>Oxford</publisher-loc>: <publisher-name>Oxford University Press</publisher-name>), <fpage>179</fpage>&#x02013;<lpage>196</lpage>.</citation></ref>
<ref id="B55">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rochera</surname> <given-names>C.</given-names></name> <name><surname>Justel</surname> <given-names>A.</given-names></name> <name><surname>Fern&#x000E1;ndez-Valiente</surname> <given-names>E.</given-names></name> <name><surname>Ba-&#x000F3;n</surname> <given-names>M.</given-names></name> <name><surname>Rico</surname> <given-names>E.</given-names></name> <name><surname>Toro</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2010</year>). <article-title>Interannual meteorological variability and its effects on a lake from maritime Antarctica</article-title>. <source>Polar Biol</source>. <volume>33</volume>, <fpage>1615</fpage>&#x02013;<lpage>1628</lpage>. <pub-id pub-id-type="doi">10.1007/s00300-010-0879-8</pub-id></citation></ref>
<ref id="B56">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Saary</surname> <given-names>P.</given-names></name> <name><surname>Forslund</surname> <given-names>K.</given-names></name> <name><surname>Bork</surname> <given-names>P.</given-names></name> <name><surname>Hildebrand</surname> <given-names>F.</given-names></name></person-group> (<year>2017</year>). <article-title>RTK: efficient rarefaction analysis of large datasets</article-title>. <source>Bioinformatics</source> <volume>33</volume>, <fpage>2594</fpage>&#x02013;<lpage>2595</lpage>. <pub-id pub-id-type="doi">10.1093/bioinformatics/btx206</pub-id><pub-id pub-id-type="pmid">28398468</pub-id></citation></ref>
<ref id="B57">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shannon</surname> <given-names>C. E.</given-names></name></person-group> (<year>1948</year>). <article-title>A mathematical theory of communication</article-title>. <source>Bell Syst. Tech. J</source>. <volume>27</volume>, <fpage>379</fpage>&#x02013;<lpage>423</lpage>. <pub-id pub-id-type="doi">10.1002/j.1538-7305.1948.tb01338.x</pub-id></citation></ref>
<ref id="B58">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Smith</surname> <given-names>H. G.</given-names></name> <name><surname>Wilkinson</surname> <given-names>D. M.</given-names></name></person-group> (<year>2007</year>). <article-title>Not all free-living microorganisms have cosmopolitan distributions? The case of Nebela (Apodera) vas Certes (Protozoa: Amoebozoa: Arcellinida)</article-title>. <source>J. Biogeogr</source>. <volume>34</volume>, <fpage>1822</fpage>&#x02013;<lpage>1831</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2699.2007.01733.x</pub-id></citation></ref>
<ref id="B59">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Stocker</surname> <given-names>T. F.</given-names></name> <name><surname>Qin</surname> <given-names>D.</given-names></name> <name><surname>Plattner</surname> <given-names>G.-K.</given-names></name> <name><surname>Tignor</surname> <given-names>M.</given-names></name> <name><surname>Allen</surname> <given-names>S. K.</given-names></name> <name><surname>Boschung</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2013</year>). <source>IPCC, 2013: Climate Change 2013: The Physical Science Basis</source>. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. <publisher-loc>Cambridge; New York, NY</publisher-loc>.</citation></ref>
<ref id="B60">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tamames</surname> <given-names>J.</given-names></name> <name><surname>Abell&#x000E1;n</surname> <given-names>J. J.</given-names></name> <name><surname>Pignatelli</surname> <given-names>M.</given-names></name> <name><surname>Camacho</surname> <given-names>A.</given-names></name> <name><surname>Moya</surname> <given-names>A.</given-names></name></person-group> (<year>2010</year>). <article-title>Environmental distribution of prokaryotic taxa</article-title>. <source>BMC Microbiol</source>. <volume>10</volume>:<fpage>85</fpage>. <pub-id pub-id-type="doi">10.1186/1471-2180-10-85</pub-id><pub-id pub-id-type="pmid">20307274</pub-id></citation></ref>
<ref id="B61">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Taton</surname> <given-names>A.</given-names></name> <name><surname>Grubisic</surname> <given-names>S.</given-names></name> <name><surname>Balthasart</surname> <given-names>P.</given-names></name> <name><surname>Hodgson</surname> <given-names>D. A.</given-names></name> <name><surname>Laybourn-Parry</surname> <given-names>J.</given-names></name> <name><surname>Wilmotte</surname> <given-names>A.</given-names></name></person-group> (<year>2006</year>). <article-title>Biogeographical distribution and ecological ranges of benthic cyanobacteria in East Antarctic lakes</article-title>. <source>FEMS Microbiol. Ecol</source>. <volume>57</volume>, <fpage>272</fpage>&#x02013;<lpage>289</lpage>. <pub-id pub-id-type="doi">10.1111/j.1574-6941.2006.00110.x</pub-id><pub-id pub-id-type="pmid">16867145</pub-id></citation></ref>
<ref id="B62">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Turner</surname> <given-names>J.</given-names></name> <name><surname>Barrand</surname> <given-names>N. E.</given-names></name> <name><surname>Bracegirdle</surname> <given-names>T. J.</given-names></name> <name><surname>Convey</surname> <given-names>P.</given-names></name> <name><surname>Hodgson</surname> <given-names>D. A.</given-names></name> <name><surname>Jarvis</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Antarctic climate change and the environment: an update</article-title>. <source>Polar Rec.</source> <volume>50</volume>, <fpage>237</fpage>&#x02013;<lpage>259</lpage>. <pub-id pub-id-type="doi">10.1017/S0032247413000296</pub-id></citation></ref>
<ref id="B63">
<citation citation-type="book"><person-group person-group-type="editor"><name><surname>Turner</surname> <given-names>J.</given-names></name> <name><surname>Bindschadler</surname> <given-names>R.</given-names></name> <name><surname>Convey</surname> <given-names>P.</given-names></name> <name><surname>Di Prisco</surname> <given-names>G.</given-names></name> <name><surname>Fahrbach</surname> <given-names>E.</given-names></name> <name><surname>Gutt</surname> <given-names>J.</given-names></name> <etal/></person-group>. (eds.). (<year>2009</year>). <source>Antarctic Climate Change and the Environment</source>. <publisher-loc>Cambridge, UK</publisher-loc>: <publisher-name>The Scientific Committee on Antarctic Research</publisher-name>.</citation>
</ref>
<ref id="B64">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Villaescusa</surname> <given-names>J. A.</given-names></name> <name><surname>Casamayor</surname> <given-names>E. O.</given-names></name> <name><surname>Rochera</surname> <given-names>C.</given-names></name> <name><surname>Quesada</surname> <given-names>A.</given-names></name> <name><surname>Michaud</surname> <given-names>L.</given-names></name> <name><surname>Camacho</surname> <given-names>A.</given-names></name></person-group> (<year>2013</year>). <article-title>Heterogeneous vertical structure of the bacterioplankton community in a non-stratified Antarctic lake</article-title>. <source>Antarct. Sci</source>. <volume>25</volume>, <fpage>229</fpage>&#x02013;<lpage>238</lpage>. <pub-id pub-id-type="doi">10.1017/S0954102012000910</pub-id></citation></ref>
<ref id="B65">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Vincent</surname> <given-names>W. F.</given-names></name></person-group> (<year>2000a</year>). <article-title>Cyanobacterial dominance in <italic>the polar regions</italic></article-title>, in <source>The Ecology of Cyanobacteria</source>, eds <person-group person-group-type="editor"><name><surname>Whitton</surname> <given-names>B. A.</given-names></name> <name><surname>Potts</surname> <given-names>M.</given-names></name></person-group> (<publisher-loc>Dordrecht</publisher-loc>: <publisher-name>Kluwer Academic Publishers; Springer</publisher-name>), <fpage>321</fpage>&#x02013;<lpage>340</lpage>.</citation></ref>
<ref id="B66">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vincent</surname> <given-names>W. F.</given-names></name></person-group> (<year>2000b</year>). <article-title>Evolutionary origins of Antarctic microbiota: invasion, selection and endemism</article-title>. <source>Antarct. Sci</source>. <volume>12</volume>, <fpage>374</fpage>&#x02013;<lpage>385</lpage>. <pub-id pub-id-type="doi">10.1017/S0954102000000420</pub-id></citation></ref>
<ref id="B67">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vincent</surname> <given-names>W. F.</given-names></name></person-group> (<year>2010</year>). <article-title>Microbial ecosystem responses to rapid climate change in the Arctic</article-title>. <source>ISME J</source>. <volume>4</volume>, <fpage>1089</fpage>&#x02013;<lpage>1091</lpage>. <pub-id pub-id-type="doi">10.1038/ismej.2010.108</pub-id><pub-id pub-id-type="pmid">20631804</pub-id></citation></ref>
<ref id="B68">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vincent</surname> <given-names>W. F.</given-names></name> <name><surname>Lemay</surname> <given-names>M.</given-names></name> <name><surname>Allard</surname> <given-names>M.</given-names></name></person-group> (<year>2017</year>). <article-title>Arctic permafrost landscapes in transition: towards an integrated Earth system approach</article-title>. <source>Arct. Sci</source>. <volume>3</volume>, <fpage>39</fpage>&#x02013;<lpage>64</lpage>. <pub-id pub-id-type="doi">10.1139/as-2016-0027</pub-id></citation></ref>
<ref id="B69">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Vincent</surname> <given-names>W. F.</given-names></name> <name><surname>Quesada</surname> <given-names>A.</given-names></name></person-group> (<year>2012</year>). |Cyanobacteria in High Latitude Lakes, Rivers and Seas,&#x0201D; in <source>Ecology of Cyanobacteria II Their Diversity in Space and Time</source>, ed <person-group person-group-type="editor"><name><surname>Whitton</surname> <given-names>B. A.</given-names></name></person-group> (<publisher-loc>Dordrecht</publisher-loc>: <publisher-name>Springer</publisher-name>), <fpage>371</fpage>&#x02013;<lpage>385</lpage>.</citation></ref>
<ref id="B70">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vyverman</surname> <given-names>W.</given-names></name> <name><surname>Verleyen</surname> <given-names>E.</given-names></name> <name><surname>Wilmotte</surname> <given-names>A.</given-names></name> <name><surname>Hodgson</surname> <given-names>D. A.</given-names></name> <name><surname>Willems</surname> <given-names>A.</given-names></name> <name><surname>Peeters</surname> <given-names>K.</given-names></name> <etal/></person-group>. (<year>2010</year>). <article-title>Evidence for widespread endemism among Antarctic micro-organisms</article-title>. <source>Polar Sci</source>. <volume>4</volume>, <fpage>103</fpage>&#x02013;<lpage>113</lpage>. <pub-id pub-id-type="doi">10.1016/j.polar.2010.03.006</pub-id></citation></ref>
<ref id="B71">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Walther</surname> <given-names>G.-R.</given-names></name> <name><surname>Post</surname> <given-names>E.</given-names></name> <name><surname>Convey</surname> <given-names>P.</given-names></name> <name><surname>Menzel</surname> <given-names>A.</given-names></name> <name><surname>Parmesan</surname> <given-names>C.</given-names></name> <name><surname>Beebee</surname> <given-names>T. J. C.</given-names></name> <etal/></person-group>. (<year>2002</year>). <article-title>Ecological responses to recent climate change</article-title>. <source>Nature</source> <volume>416</volume>, <fpage>389</fpage>&#x02013;<lpage>395</lpage>. <pub-id pub-id-type="doi">10.1038/416389a</pub-id><pub-id pub-id-type="pmid">11919621</pub-id></citation></ref>
<ref id="B72">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yachi</surname> <given-names>S.</given-names></name> <name><surname>Loreau</surname> <given-names>M.</given-names></name></person-group> (<year>1999</year>). <article-title>Biodiversity and ecosystem productivity in a fluctuating environment: the insurance hypothesis</article-title>. <source>Proc. Natl. Acad. Sci. U.S.A.</source> <volume>96</volume>, <fpage>1463</fpage>&#x02013;<lpage>1468</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.96.4.1463</pub-id><pub-id pub-id-type="pmid">9990046</pub-id></citation></ref>
<ref id="B73">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>J.</given-names></name> <name><surname>Smith</surname> <given-names>H. G.</given-names></name> <name><surname>Sherratt</surname> <given-names>T. N.</given-names></name> <name><surname>Wilkinson</surname> <given-names>D. M.</given-names></name></person-group> (<year>2010</year>). <article-title>Is there a size limit for cosmopolitan distribution in free-living microorganisms? A biogeographical analysis of testate amoebae from polar areas</article-title>. <source>Microb. Ecol</source>. <volume>59</volume>, <fpage>635</fpage>&#x02013;<lpage>645</lpage>. <pub-id pub-id-type="doi">10.1007/s00248-009-9615-8</pub-id><pub-id pub-id-type="pmid">19956939</pub-id></citation></ref>
<ref id="B74">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yergeau</surname> <given-names>E.</given-names></name> <name><surname>Bokhorst</surname> <given-names>S.</given-names></name> <name><surname>Kang</surname> <given-names>S.</given-names></name> <name><surname>Zhou</surname> <given-names>J.</given-names></name> <name><surname>Greer</surname> <given-names>C. W.</given-names></name> <name><surname>Aerts</surname> <given-names>R.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Shifts in soil microorganisms in response to warming are consistent across a range of Antarctic environments</article-title>. <source>ISME J</source>. <volume>6</volume>, <fpage>692</fpage>&#x02013;<lpage>702</lpage>. <pub-id pub-id-type="doi">10.1038/ismej.2011.124</pub-id><pub-id pub-id-type="pmid">21938020</pub-id></citation></ref>
<ref id="B75">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yergeau</surname> <given-names>E.</given-names></name> <name><surname>Newsham</surname> <given-names>K. K.</given-names></name> <name><surname>Pearce</surname> <given-names>D. A.</given-names></name> <name><surname>Kowalchuk</surname> <given-names>G. A.</given-names></name></person-group> (<year>2007</year>). <article-title>Patterns of bacterial diversity across a range of Antarctic terrestrial habitats</article-title>. <source>Environ. Microbiol</source>. <volume>9</volume>, <fpage>2670</fpage>&#x02013;<lpage>2682</lpage>. <pub-id pub-id-type="doi">10.1111/j.1462-2920.2007.01379.x</pub-id><pub-id pub-id-type="pmid">17922752</pub-id></citation></ref>
<ref id="B76">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yilmaz</surname> <given-names>P.</given-names></name> <name><surname>Parfrey</surname> <given-names>L. W.</given-names></name> <name><surname>Yarza</surname> <given-names>P.</given-names></name> <name><surname>Gerken</surname> <given-names>J.</given-names></name> <name><surname>Pruesse</surname> <given-names>E.</given-names></name> <name><surname>Quast</surname> <given-names>C.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>The SILVA and &#x0201C;All-species Living Tree Project (LTP)&#x0201D; taxonomic frameworks</article-title>. <source>Nucleic Acids Res</source>. <volume>42</volume>, <fpage>D643</fpage>&#x02013;<lpage>D648</lpage>. <pub-id pub-id-type="doi">10.1093/nar/gkt1209</pub-id><pub-id pub-id-type="pmid">24293649</pub-id></citation></ref>
<ref id="B77">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>L.</given-names></name> <name><surname>Jungblut</surname> <given-names>A. D.</given-names></name> <name><surname>Hawes</surname> <given-names>I.</given-names></name> <name><surname>Andersen</surname> <given-names>D. T.</given-names></name> <name><surname>Sumner</surname> <given-names>D. Y.</given-names></name> <name><surname>MacKey</surname> <given-names>T. J.</given-names></name></person-group> (<year>2015</year>). <article-title>Cyanobacterial diversity in benthic mats of the McMurdo Dry Valley lakes, Antarctica</article-title>. <source>Polar Biol</source>. <volume>38</volume>, <fpage>1097</fpage>&#x02013;<lpage>1110</lpage>. <pub-id pub-id-type="doi">10.1007/s00300-015-1669-0</pub-id></citation></ref></ref-list>
</back>
</article>
