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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2018.00002</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>A Short Comparison of Two Marine Planktonic Diazotrophic Symbioses Highlights an Un-quantified Disparity</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Caputo</surname> <given-names>Andrea</given-names></name>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/388404/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Stenegren</surname> <given-names>Marcus</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/426878/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Pernice</surname> <given-names>Massimo C.</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/496958/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Foster</surname> <given-names>Rachel A.</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/54600/overview"/>
</contrib>
</contrib-group>
<aff><institution>Department of Ecology, Environment and Plant Sciences, Stockholm University</institution>, <addr-line>Stockholm</addr-line>, <country>Sweden</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Angela Landolfi, GEOMAR Helmholtz Centre for Ocean Research Kiel (HZ), Germany</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Jillian Petersen, University of Vienna, Austria; Angelicque White, Oregon State University, United States</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Andrea Caputo <email>andrea.caputo&#x00040;su.se</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Aquatic Microbiology, a section of the journal Frontiers in Marine Science</p></fn></author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>02</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="collection">
<year>2018</year>
</pub-date>
<volume>5</volume>
<elocation-id>2</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>10</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>01</month>
<year>2018</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2018 Caputo, Stenegren, Pernice and Foster.</copyright-statement>
<copyright-year>2018</copyright-year>
<copyright-holder>Caputo, Stenegren, Pernice and Foster</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) and the copyright owner 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>Some N<sub>2</sub>-fixing cyanobacteria form symbiosis with diverse protists. In the plankton two groups of diazotrophic symbioses are described: (1) a collective group of diatoms which associate with heterocystous cyanobacteria (Diatom Diazotroph Associations, DDA), and (2) the microalgal prymnesiophyte <italic>Braarudosphaera bigelowii</italic> and its relatives which associate with the unicellular cyanobacterium <italic>Candidatus</italic> Atelocyanobacterium thalassa (hereafter as UCYN-A). Both symbiotic systems co-occur, and in both partnerships the symbionts function as a nitrogen (N) source. In this perspective, we provide a brief comparison between the DDAs and the prymnesiophyte-UCYN-A symbioses highlighting similarities and differences in both systems, and present a bias in the attention and current methodology that has led to an under-detection and under-estimation of the DDAs.</p></abstract>
<kwd-group>
<kwd>cyanobacteria</kwd>
<kwd>diazotrophs</kwd>
<kwd>diatoms</kwd>
<kwd>symbiosis</kwd>
<kwd>DDA</kwd>
<kwd>UCYN-A</kwd>
<kwd><italic>Richelia</italic></kwd>
<kwd><italic>Calothrix</italic></kwd>
</kwd-group>
<contract-sponsor id="cn001">Knut och Alice Wallenbergs Stiftelse<named-content content-type="fundref-id">10.13039/501100004063</named-content></contract-sponsor>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="58"/>
<page-count count="8"/>
<word-count count="5590"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Some of the most inconspicuous components of the plankton are partnerships, or symbioses, between diverse unicellular eukaryotic microalgae and prokaryotic cyanobacteria. In some planktonic symbiosis, the symbionts are N<sub>2</sub> fixers, or diazotrophs, that reduce di-nitrogen (N<sub>2</sub>) and provide ammonia to their respective hosts. There are two marine planktonic N<sub>2</sub> fixing symbiotic systems described, which can be divided by host type. The more recently discovered is a partnership between a prymnesiophyte, the microalga <italic>Braarudosphaera bigelowii</italic> and its relatives and several lineages of the unicellular cyanobacterium, <italic>Candidatus</italic> Atelocyanobacterium thalassa or more commonly called UCYN-A (Zehr et al., <xref ref-type="bibr" rid="B55">2008</xref>; Tripp et al., <xref ref-type="bibr" rid="B46">2010</xref>; Thompson et al., <xref ref-type="bibr" rid="B44">2012</xref>). The second symbiotic system is a group referred to as diatom diazotroph associations (DDAs) (Foster and O&#x00027;Mullan, <xref ref-type="bibr" rid="B19">2008</xref>).</p>
<p>DDAs are symbioses between various diatom genera (<italic>Rhizosolenia, Hemiaulus, Chaetoceros, Guinardia, Bacteriastrum</italic>) and the heterocystous cyanobacteria, <italic>Richelia intracellularis</italic> or <italic>Calothrix rhizosoleniae</italic>. Each symbiotic filament is composed of several vegetative cells and a terminal heterocyst for N<sub>2</sub> fixation. There is an additional DDA described between the pennate diatom, <italic>Climacodium frauenfeldianum</italic>, and a unicellular cyanobacteria (Carpenter and Janson, <xref ref-type="bibr" rid="B9">2000</xref>). For the purposes of this review, however, we limit the discussion of the DDAs to the partnerships involving heterocystous cyanobacterial symbionts.</p>
<p>Planktonic N<sub>2</sub> fixing symbioses are widespread, often co-occur and both are considered significant contributors to both the N and C cycles. The DDAs were described over a century ago, yet remain understudied, with only two dedicated reviews in the last two decades (Villareal, <xref ref-type="bibr" rid="B50">1992</xref>; Foster and O&#x00027;Mullan, <xref ref-type="bibr" rid="B19">2008</xref>), while the prymnesiophyte-UCYN-A symbioses were recently discovered (within a decade) and have been highlighted in several reviews (e.g., Bothe et al., <xref ref-type="bibr" rid="B4">2010</xref>; Delong, <xref ref-type="bibr" rid="B15">2010</xref>; Thompson and Zehr, <xref ref-type="bibr" rid="B45">2013</xref>; Zehr, <xref ref-type="bibr" rid="B54">2015</xref>; Farnelid et al., <xref ref-type="bibr" rid="B16">2016</xref>; Zehr et al., <xref ref-type="bibr" rid="B57">2016</xref>). Moreover, rarely are the two systems directly compared despite their similar nature as planktonic symbioses and function in the marine N cycle. The purpose of this short perspective is to provide a brief comparison of these two biogeochemically relevant symbioses and highlight a current disparity in attention and detection for the UCYN-A based symbiosis.</p>
</sec>
<sec id="s2">
<title>Early observations and first genetic identity studies</title>
<p>The earliest reports of DDAs came from simple microscopic observations in the late nineteenth and early twentieth centuries by Lemmermann (<xref ref-type="bibr" rid="B34">1905</xref>) and Ostenfeld and Schmidt (<xref ref-type="bibr" rid="B38">1901</xref>) when they observed and described the cyanobacterial epiphytes on <italic>Rhizosolenia, Hemiaulus</italic>, and <italic>Chaetoceros</italic> spp. diatoms. For over a century the DDAs were presumed as N<sub>2</sub> fixing symbiosis, since it was only recently shown that N was fixed and transferred to the hosts (Foster et al., <xref ref-type="bibr" rid="B18">2011</xref>). While, the UCYN-A was initially believed as free-living and was only recently identified as a symbiont (Thompson et al., <xref ref-type="bibr" rid="B44">2012</xref>). Unlike the DDAs which can be distinguished by standard epi-fluorescent microscopy, the UCYN-A symbiosis require sophisticated (e.g., competitor and dual labeled) and highly specific fluorescent <italic>in situ</italic> hybridization (FISH) based assays (Thompson et al., <xref ref-type="bibr" rid="B44">2012</xref>; Krupke et al., <xref ref-type="bibr" rid="B32">2013</xref>; Cabello et al., <xref ref-type="bibr" rid="B5">2016</xref>; Cornejo-Castillo et al., <xref ref-type="bibr" rid="B12">2016</xref>). However the earliest detection of UCYN-A (and DDA symbionts) were by environmental <italic>nifH</italic> sequence (encodes for nitrogenase enzyme complex for N<sub>2</sub> fixation) libraries.</p>
<p>In the early diversity studies using the <italic>nifH</italic> gene, the UCYN-A lineage and two of the three heterocystous lineages for DDAs were identified (Zehr et al., <xref ref-type="bibr" rid="B56">1998</xref>, <xref ref-type="bibr" rid="B58">2001</xref>; Church et al., <xref ref-type="bibr" rid="B11">2005</xref>). These first sequences were referred to as: group A (hereafter UCYN-A), het-1, and het-2, however no sequence was directly linked to a particular cell or symbiosis. The het-1 and het-2 <italic>nifH</italic> sequences were similar to <italic>nifH</italic> sequences of other heterocystous cyanobacteria and therefore assumed to be derived from the symbionts of diatoms since no other heterocystous cyanobacteria were known to exist in the open ocean freely.</p>
<p>The identity of UYCN-A as a symbiont remained unknown for another decade, while the first two het lineages (het-1, het-2) and a third (het-3) were soon after identified as symbionts of <italic>Rhizosolenia</italic> spp.<italic>, Hemiaulus</italic> spp., <italic>Chaetoceros</italic> spp. diatoms, respectively (Foster and Zehr, <xref ref-type="bibr" rid="B22">2006</xref>). The het-3 symbiont of <italic>Chaetoceros compressus</italic> was isolated into culture, genome sequenced (CalSC01) and has been maintained asymbiotic since 2004 (Foster et al., <xref ref-type="bibr" rid="B17">2010</xref>; Hilton et al., <xref ref-type="bibr" rid="B27">2013</xref>). Currently there are six <italic>nifH</italic> clades designated as UCYN-A (UCYNA-1 through UCYN-A6), two clades are derived from symbiotic cells (i.e., UCYN-A1, UCYN-A2) (Thompson et al., <xref ref-type="bibr" rid="B43">2014</xref>; Farnelid et al., <xref ref-type="bibr" rid="B16">2016</xref>; Turk-kubo et al., <xref ref-type="bibr" rid="B47">2017</xref>) and no UCYN-A cells have been isolated into culture.</p>
</sec>
<sec id="s3">
<title>Specificity, transmission, and maintenance</title>
<p>The DDAs are described as highly host specific, such that one symbiont type (e.g., het-1) associates with one host genus (<italic>Rhizosolenia</italic>) (Janson et al., <xref ref-type="bibr" rid="B28">1999</xref>; Foster and Zehr, <xref ref-type="bibr" rid="B22">2006</xref>). In fact, the specific nature in the partnerships allows the various DDAs to be quantified by quantitative PCR (qPCR) assays specific for the <italic>nifH</italic> sequence of the symbiont (see below). Similar high host fidelity is described in the two UCYN-A symbioses (Thompson et al., <xref ref-type="bibr" rid="B43">2014</xref>; Cabello et al., <xref ref-type="bibr" rid="B5">2016</xref>). The driver of specificity is unknown and unstudied in both symbiotic systems. Since both systems have evaded cultivation either entirely (e.g., UCYN-A) or for long-term (e.g., DDAs) our understanding of the life cycles and host-symbiont communication is extremely limited.</p>
<p>The infection and transmission (e.g., horizontal or vertical) has not been observed in either system. Earlier laboratory studies on the <italic>Rhizosolenia-Richelia</italic> symbioses found asynchronicity between partner growth rates and division cycles, which led to asymbiotic hosts (Villareal, <xref ref-type="bibr" rid="B49">1990</xref>). Observations of asymbiotic diatom hosts and/or free-living <italic>R. intracellularis</italic> and <italic>C. rhizosoleniae</italic> are less common in the literature (Sournia, <xref ref-type="bibr" rid="B40">1970</xref>; Marumo and Asaoka, <xref ref-type="bibr" rid="B36">1974</xref>; Villareal, <xref ref-type="bibr" rid="B49">1990</xref>; G&#x000F3;mez et al., <xref ref-type="bibr" rid="B24">2005</xref>; White et al., <xref ref-type="bibr" rid="B53">2007</xref>). Equally unknown is if another life stage persists or is required for infection in either symbioses as has been reported in terrestrial based symbioses with cyanobacteria (e.g., hormogonia) (Rasmussen, <xref ref-type="bibr" rid="B39">2002</xref>). Given the rare instances of UCYN-A in asymbiotic form by CARD-FISH studies (Thompson et al., <xref ref-type="bibr" rid="B44">2012</xref>; Krupke et al., <xref ref-type="bibr" rid="B32">2013</xref>; Cabello et al., <xref ref-type="bibr" rid="B5">2016</xref>), it is unlikely that another life stage persists for UCYN-A.</p>
</sec>
<sec id="s4">
<title>Symbiont location</title>
<p>A major finding when the draft genomes for the <italic>Richelia</italic> (RintHH01) and <italic>Calothrix</italic> (CalSC01) symbionts were reported was that the symbiont genome size and dependency was linked to location in the host diatoms (Hilton et al., <xref ref-type="bibr" rid="B27">2013</xref>). A closer look at the two symbioses reveals that the housing of the symbionts are quite similar. For example, in prymnesiophyte hosts, UCYN-A have been described as internal symbionts by TEM observations of the host cytoplasm, loosely attached or in a free-floating compartment (symbiosome) (Hagino et al., <xref ref-type="bibr" rid="B25">2013</xref>; Cornejo-Castillo et al., <xref ref-type="bibr" rid="B12">2016</xref>). The symbionts of the DDAs vary from externally attached to a quasi-internal location residing between the host frustule and plasma membrane (Villareal, <xref ref-type="bibr" rid="B50">1992</xref>). Recently using confocal microscopy we observed evidence for an internal location of <italic>R. intracellularis</italic> in the cytoplasm of <italic>Hemiaulus hauckii</italic> diatoms (Caputo et al. unpubl.). Thus the location for the symbionts in the two systems varies: external, quasi-, loosely attached, and internal.</p>
</sec>
<sec id="s5">
<title>Symbiont genome comparison</title>
<p>Great insight into UCYN-A potential as a symbiont was revealed by sequencing and closing its genome (Zehr et al., <xref ref-type="bibr" rid="B55">2008</xref>; Tripp et al., <xref ref-type="bibr" rid="B46">2010</xref>). Likewise the sequencing of the draft genomes for the DDA symbionts (RintHH01, RintHM01, CalSC01) revealed a remarkable reduction in genome size and content in the internal symbiont compared to the external symbiont (Hilton et al., <xref ref-type="bibr" rid="B27">2013</xref>). There is an additional draft <italic>Richelia</italic> genome (RintRC01) now available (Hilton, <xref ref-type="bibr" rid="B26">2014</xref>). Two UCYN-A genomes are available, one is closed, and a second is open (Zehr et al., <xref ref-type="bibr" rid="B55">2008</xref>; Tripp et al., <xref ref-type="bibr" rid="B46">2010</xref>; Bombar et al., <xref ref-type="bibr" rid="B3">2014</xref>). We excluded the DDA symbiont RintHM01 as it was reduced and lacked genes expected for a full genome (Hilton, <xref ref-type="bibr" rid="B26">2014</xref>). Here we compare all symbiont genomes by quantifying the number of genes encoding for a particular subsystem normalized by genome size (Supplementary Method).</p>
<p>The genome size for the symbionts are similar in that all but the external DDA (CalSC01) have been reduced compared to free-living cyanobacteria. The deleted genome content in the DDA and UCYN-A symbionts however differs and was previously highlighted (Table <xref ref-type="table" rid="T1">1</xref>; Zehr et al., <xref ref-type="bibr" rid="B55">2008</xref>; Tripp et al., <xref ref-type="bibr" rid="B46">2010</xref>; Hilton et al., <xref ref-type="bibr" rid="B27">2013</xref>). An interesting similarity, which was not reported, was a reduction in the number of genes for CO<sub>2</sub> uptake in the RintHH01 (internal symbiont of diatom host <italic>H. hauckii</italic>). In fact the decrease in genes for CO<sub>2</sub> uptake seems to be balanced by an increase in number of genes for N<sub>2</sub> fixation. Thus similar to UCYN-A1 and A2, the RintHH01 appears to be reducing its capacity for CO<sub>2</sub> uptake, while investing in N<sub>2</sub> fixation.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Summary of characters for DDA and Prymnesiophyte-UCYN-A symbioses are shown and separated by symbiont identity and common abbreviation for each symbiont is given in parenthesis (e.g. het-1)<xref ref-type="table-fn" rid="TN1"><sup>&#x02020;</sup></xref>.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold><italic>R. intracellularis</italic> (het-1)</bold></th>
<th valign="top" align="left"><bold><italic>R. intracellularis</italic> (het-2)</bold></th>
<th valign="top" align="left"><bold><italic>C. rhizosoleniae</italic> (het-3)</bold></th>
<th valign="top" align="left"><bold>Character</bold></th>
<th valign="top" align="left"><bold><italic>A. thalassa</italic> (UCYN-A1)</bold></th>
<th valign="top" align="left"><bold><italic>A. thalassa</italic> (UCYN-A2)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="background-color:#939598"><xref ref-type="table-fn" rid="TN5"><sup>&#x0221A;</sup></xref><italic>R. clevei</italic><break/> <italic>R. styliformis</italic></td>
<td valign="top" align="left" style="background-color:#939598"><italic>H. hauckii</italic> (HH)<break/> <italic>H. membranaceus</italic> (HM)</td>
<td valign="top" align="left" style="background-color:#939598"><italic>C. compressus</italic><break/> <italic>Bacteriastrum</italic></td>
<td valign="top" align="left" style="background-color:#939598"><bold>known</bold><break/> <bold>host(s)</bold></td>
<td valign="top" align="left" style="background-color:#939598"><italic>B. bigelowii</italic> relative</td>
<td valign="top" align="left" style="background-color:#939598"><italic>B. bigelowii</italic></td>
</tr>
<tr>
<td valign="top" align="left">80&#x02013;250 &#x003BC;m</td>
<td valign="top" align="left">12&#x02013;35 &#x003BC;m<break/>30&#x02013;70 &#x003BC;m</td>
<td valign="top" align="left">7&#x02013;40 &#x003BC;m</td>
<td valign="top" align="left"><bold>host size</bold><xref ref-type="table-fn" rid="TN2"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="left">1&#x02013;3 &#x003BC;m</td>
<td valign="top" align="left">4&#x02013;5 &#x003BC;m;7&#x02013;10 &#x003BC;m</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#939598">chains and singlet</td>
<td valign="top" align="left" style="background-color:#939598">chains and singlet</td>
<td valign="top" align="left" style="background-color:#939598">chains</td>
<td valign="top" align="left" style="background-color:#939598"><bold>host life history</bold></td>
<td valign="top" align="left" style="background-color:#939598">single</td>
<td valign="top" align="left" style="background-color:#939598">single</td>
</tr>
<tr>
<td valign="top" align="left">endobiont</td>
<td valign="top" align="left">Presumed endobiont</td>
<td valign="top" align="left">external</td>
<td valign="top" align="left"><bold>symbiont location</bold></td>
<td valign="top" align="left">endobiont</td>
<td valign="top" align="left">endobiont, symbiosome</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#939598">1&#x02013;32</td>
<td valign="top" align="left" style="background-color:#939598">1&#x02013;2</td>
<td valign="top" align="left" style="background-color:#939598">1&#x02013;4</td>
<td valign="top" align="left" style="background-color:#939598"><bold>&#x00023; symbionts/ host</bold></td>
<td valign="top" align="left" style="background-color:#939598">1</td>
<td valign="top" align="left" style="background-color:#939598">3&#x02013;10</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3">5&#x02013;6 &#x003BC;m; trichome length varies</td>
<td valign="top" align="left"><bold>symbiont cell dia</bold>.</td>
<td valign="top" align="left">1 &#x003BC;m</td>
<td valign="top" align="left">&#x0003E;1 &#x003BC;m</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#939598">5.4</td>
<td valign="top" align="left" style="background-color:#939598">3.24 (RintHH)2.21 (RintHM)</td>
<td valign="top" align="left" style="background-color:#939598">5.97</td>
<td valign="top" align="left" style="background-color:#939598"><bold>Symbiont genome size (Mbp)</bold></td>
<td valign="top" align="left" style="background-color:#939598">1.44</td>
<td valign="top" align="left" style="background-color:#939598">1.48</td>
</tr>
<tr>
<td valign="top" align="left">39</td>
<td valign="top" align="left">34 (RintHH)<break/>34 (RintHM)</td>
<td valign="top" align="left">39</td>
<td valign="top" align="left"><bold>GC content (%)</bold></td>
<td valign="top" align="left">31</td>
<td valign="top" align="left">31</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#939598">Draft(857)</td>
<td valign="top" align="left" style="background-color:#939598">RintHH draft (90)RintHM draft (941)</td>
<td valign="top" align="left" style="background-color:#939598">Draft(620)</td>
<td valign="top" align="left" style="background-color:#939598"><bold>Genome status (contigs)</bold></td>
<td valign="top" align="left" style="background-color:#939598">Complete (1)</td>
<td valign="top" align="left" style="background-color:#939598">Draft (52)</td>
</tr>
<tr>
<td valign="top" align="left">65</td>
<td valign="top" align="left">56 (RintHH)</td>
<td valign="top" align="left">77</td>
<td valign="top" align="left"><bold>Coding density (%)</bold></td>
<td valign="top" align="left">81</td>
<td valign="top" align="left">79</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#939598"><inline-formula><mml:math id="M1"><mml:msubsup><mml:mrow><mml:mtext>NH</mml:mtext></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow><mml:mrow><mml:mo>&#x0002B;</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula> transporter; NO<sub>3</sub> transporter and reductase; NO<sub>2</sub> reductase; Urea transporter and urease; GS inactivating factor</td>
<td valign="top" align="left" style="background-color:#939598"><inline-formula><mml:math id="M2"><mml:msubsup><mml:mrow><mml:mtext>NH</mml:mtext></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow><mml:mrow><mml:mo>&#x0002B;</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula> transporter; NO<sub>3</sub> transporter and reductase; NO<sub>2</sub> reductase; Urea transporter and urease; GS inactivating factor; GOGAT;</td>
<td valign="top" align="left" style="background-color:#939598">Urea transporter and urease; GS inactivating factor</td>
<td valign="top" align="left" style="background-color:#939598"><bold>reported genome deletions</bold></td>
<td valign="top" align="left" colspan="2" style="background-color:#939598">PS-II, partial or incomplete: TCA, Calvin and urea cycles; amino acids and purine synthesis</td>
</tr>
<tr>
<td valign="top" align="left">provide N</td>
<td valign="top" align="left">provide N</td>
<td valign="top" align="left">provide N</td>
<td valign="top" align="left"><bold>Symbiont function</bold></td>
<td valign="top" align="left">provide N</td>
<td valign="top" align="left">provide N</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#939598">unknown</td>
<td valign="top" align="left" style="background-color:#939598">unknown</td>
<td valign="top" align="left" style="background-color:#939598">unknown</td>
<td valign="top" align="left" style="background-color:#939598"><bold>Known host function</bold></td>
<td valign="top" align="left" style="background-color:#939598">provide C</td>
<td valign="top" align="left" style="background-color:#939598">provide C</td>
</tr>
<tr>
<td valign="top" align="left">37.0</td>
<td valign="top" align="left">29.9</td>
<td valign="top" align="left">41.5</td>
<td valign="top" align="left"><bold>&#x00023; Transporters/Mbp</bold><xref ref-type="table-fn" rid="TN4"><sup>&#x02227;</sup></xref></td>
<td valign="top" align="left">41.0</td>
<td valign="top" align="left">41.2</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#939598">3.1</td>
<td valign="top" align="left" style="background-color:#939598">6.8</td>
<td valign="top" align="left" style="background-color:#939598">4.5</td>
<td valign="top" align="left" style="background-color:#939598"><bold>&#x00023; Genes for N</bold><sub>2</sub> <bold>fix/Mbp</bold><xref ref-type="table-fn" rid="TN4"><sup>&#x02227;</sup></xref></td>
<td valign="top" align="left" style="background-color:#939598">11.8</td>
<td valign="top" align="left" style="background-color:#939598">9.7</td>
</tr>
<tr>
<td valign="top" align="left">27.2</td>
<td valign="top" align="left">29.6</td>
<td valign="top" align="left">22.6</td>
<td valign="top" align="left"><bold>&#x00023; Genes for carbon/Mbp</bold><xref ref-type="table-fn" rid="TN3"><sup>&#x0002A;&#x0002A;</sup></xref></td>
<td valign="top" align="left">19.4</td>
<td valign="top" align="left">20.1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN1">
<label>&#x02020;</label>
<p><italic>References: Villareal, <xref ref-type="bibr" rid="B50">1992</xref>; Foster and Zehr, <xref ref-type="bibr" rid="B22">2006</xref>; Foster and O&#x00027;Mullan, <xref ref-type="bibr" rid="B19">2008</xref>; Zehr et al., <xref ref-type="bibr" rid="B55">2008</xref>; Tripp et al., <xref ref-type="bibr" rid="B46">2010</xref>; Thompson et al., <xref ref-type="bibr" rid="B44">2012</xref>, <xref ref-type="bibr" rid="B43">2014</xref>; Hagino et al., <xref ref-type="bibr" rid="B25">2013</xref>; Hilton et al., <xref ref-type="bibr" rid="B27">2013</xref>; Krupke et al., <xref ref-type="bibr" rid="B32">2013</xref>; Bombar et al., <xref ref-type="bibr" rid="B3">2014</xref>; Hilton, <xref ref-type="bibr" rid="B26">2014</xref>; Cabello et al., <xref ref-type="bibr" rid="B5">2016</xref>; Cornejo-Castillo et al., <xref ref-type="bibr" rid="B12">2016</xref>; Mart&#x000ED;nez-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B35">2016</xref>.</italic></p></fn>
<fn id="TN5">
<label>&#x0221A;</label>
<p><italic>up to 13 species are reported for Rhizosolenia-R. intracellularis symbioses hence we report the two most common</italic>.</p></fn>
<fn id="TN2">
<label>&#x0002A;</label>
<p><italic>Diatom cell size are reported as apical axis length</italic>.</p></fn>
<fn id="TN3">
<label>&#x0002A;&#x0002A;,</label>
<p><italic>&#x00023;genes for carbon includes genes for photosystems, light-harvesting pigments and CO<sub>2</sub> uptake</italic>.</p></fn>
<fn id="TN4">
<label>&#x02227;</label>
<p><italic>Mbp &#x000D7; 10<sup>6</sup></italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The number of genes encoding for K homeostasis and P uptake are similar in the DDA and the UCYN-A symbionts and perhaps related to occurrences in similarly saline and low P environments. The genomes for the UCYN-A symbionts contain more genes for N<sub>2</sub> fixation, vitamin synthesis, and cell division, compared to the three DDA symbionts. An increase in genes for N<sub>2</sub> fixation is consistent with recent studies showing a streamlined genome expression toward N<sub>2</sub> fixation (Cornejo-Castillo et al., <xref ref-type="bibr" rid="B12">2016</xref>). The role of vitamins in the two symbiotic systems is un-studied and of interest given that at least half of the algal kingdom requires an exogenous supply of vitamin B<sub>12</sub> and a large percentage of phytoplankton, including prymnesiophytes (80%) are vitamin B<sub>1</sub> auxotrophs (Croft et al., <xref ref-type="bibr" rid="B13">2005</xref>, <xref ref-type="bibr" rid="B14">2006</xref>).</p>
<p>Both the external (CalSC01) and quasi-internal (RintRC01) DDA symbiont draft genomes contain more genes for transport than the internal residing symbiont (RintHH01) (Figure <xref ref-type="fig" rid="F1">1</xref>, Table <xref ref-type="table" rid="T1">1</xref>). The number of genes for transport in UCYN-A symbionts is similar to CalSC01 and is coherent with a higher investment of the genome for transport given an external location (Table <xref ref-type="table" rid="T1">1</xref>). The internal DDA symbiont (RintHH01) and UCYN-A symbionts contain similar numbers of genes for stress, including genes encoding for oxidative stress.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Subsystem (genes with similar function) comparison between DDA and UCYN-A symbionts. Each bar indicates the number of genes in a particular subsystem normalized against genome size (Mbp &#x000D7; 10<sup>6</sup>) for het-1 (dark blue), het-2 (lighter-blue), het-3 (lightest blue), UCYN-A1 (dark orange) and UCYN-A2 (light orange).</p></caption>
<graphic xlink:href="fmars-05-00002-g0001.tif"/>
</fig>
<p>In summary, there were more parallels in the symbiont genomes than previously highlighted. As reported earlier, the genomes of UCYN-A1 and UCYN-A2 are similar in size, content, and streamlining (Bombar et al., <xref ref-type="bibr" rid="B3">2014</xref>); while the DDA symbiont draft genomes differ largely (Figure <xref ref-type="fig" rid="F1">1</xref>, Table <xref ref-type="table" rid="T1">1</xref>), and content appears influenced by the symbiont location (Hilton et al., <xref ref-type="bibr" rid="B27">2013</xref>).</p>
</sec>
<sec id="s6">
<title>Methodological biases: un-quantified and under-sampled disparities</title>
<p>Prior to the global sequence surveys (see below) and still in common use today, is the use of qPCR assays to quantify the <italic>nifH</italic> gene for diazotrophs. The <italic>nifH</italic> abundances of the various DDA symbionts (het-1, het-2, and het-3) co-occur and can even outnumber UCYN-A <italic>nifH</italic> copy abundances, however this is rarely highlighted.</p>
<p>We reviewed 46 qPCR <italic>nifH</italic> surveys (reviewed in Farnelid et al., <xref ref-type="bibr" rid="B16">2016</xref>; Stenegren et al., <xref ref-type="bibr" rid="B41">2017</xref>), and found that in &#x0003C;30% of the studies (13 of 46 studies) all three DDA symbionts were quantified, compared to UCYN-A (96%, 44 of 46 studies) and the colonial diazotroph <italic>Trichodesmium</italic> (76%, 35 of 46 studies). A higher percent (ca 50%, 24 of 46 studies) quantified het-1 and to a lesser extent het-2 (ca 40%, 19 of 46 studies). Additionally, often only small subsets of the total samples were assayed. For example, 19 out of 154 samples (12%) were assayed for het-1 and het-2 in an area of the North Atlantic known for large-scale blooms of DDAs (Goebel et al., <xref ref-type="bibr" rid="B23">2010</xref>). Hence it seems there is an &#x0201C;un-quantified disparity&#x0201D; against the DDA symbionts that is especially disconcerting in the context that often the global significance of an organism is associated with its abundance and distribution. Moreover, other means to collect the DDAs, e.g., gravity filtration from niskin bottles, net tows, perhaps are still a better means to quantify large and rare symbiosis.</p>
<p>Recent advances in sequencing platforms combined with large scale oceanic sampling surveys [e.g., global ocean survey (GOS), TARA, Malaspina] have been steadfast at revealing the rich diversity of planktonic populations in the global ocean without the need of separating populations (Caporaso et al., <xref ref-type="bibr" rid="B8">2011</xref>, <xref ref-type="bibr" rid="B7">2012</xref>; Werner et al., <xref ref-type="bibr" rid="B52">2012</xref>; Bokulich et al., <xref ref-type="bibr" rid="B2">2013</xref>). The UCYN-A based symbioses (both DNA and RNA based samples) have been reported in the TARA project and from a few select stations (Cabello et al., <xref ref-type="bibr" rid="B5">2016</xref>; Cornejo-Castillo et al., <xref ref-type="bibr" rid="B12">2016</xref>), while the DDAs remain un-reported. Using several genetic markers derived from the DDA symbionts (16S rRNA, <italic>nifH</italic>) and hosts (<italic>rbcL</italic>, 18S rRNA), we performed blast searches in the KEGG MGENES (<ext-link ext-link-type="uri" xlink:href="http://www.genome.jp/mgenes/">www.genome.jp/mgenes/</ext-link>) and in the IMNGS database (<ext-link ext-link-type="uri" xlink:href="https://www.imngs.org/">https://www.imngs.org/</ext-link>), with a 95% identity cut off. Our searches did not generate a single hit, which was surprising, since DDAs are widespread and often bloom formers. The closest hit were at the 90% sequence identity with low coverage.</p>
<p>A closer look at the sampling methods employed in the global surveys identifies the use of pre-filtration steps (e.g., varying from 20 to 200 &#x003BC;m). The pre-filtration is necessary to avoid inclusion of larger eukaryotes (e.g., gelatinous zooplankton, larvae and eggs), which would dominate the nucleic acid composition and hence the sequence libraries. The hosts of the DDAs are large (&#x0003E;20 &#x003BC;m) and often form colonies or chains (&#x0003E;200 &#x003BC;m), thus pre-filtration would systematically exclude DDAs. The prymnesiophyte-UCYN-A symbioses are small in comparison; both hosts and symbionts are &#x0003C;10 &#x003BC;m. In fact a closer examination at the size fractionation experiments reported in Tripp et al. (<xref ref-type="bibr" rid="B46">2010</xref>) (Figure 4, Tripp et al., <xref ref-type="bibr" rid="B46">2010</xref>), demonstrates that even though the UCYN-A hosts are small (e.g., 4&#x02013;5 or 7&#x02013;10 &#x003BC;m), the UCYN-A <italic>nifH</italic> genes were still detected in the &#x0003E;10 and &#x0003E;25 &#x003BC;m size fractions. Detecting UCYN-A on the larger size fractions suggests that even the UCYN-A symbioses are likely under-sampled in the global surveys. Future sampling campaigns (and interpretations of results) should consider and modify sampling to avoid biases against larger, symbiotic, and/or chains of cells.</p>
</sec>
<sec id="s7">
<title>Single cell N<sub>2</sub> fixation rates and scaling up to the water column</title>
<p>Measurements of N<sub>2</sub> fixation and transfer of fixed N from symbiont to host has been made in both symbioses using <sup>15</sup>N<sub>2</sub> and nano-meter scale secondary ion-mass spectrometry (nanoSIMS) measurements (Foster et al., <xref ref-type="bibr" rid="B18">2011</xref>; Thompson et al., <xref ref-type="bibr" rid="B44">2012</xref>; Krupke et al., <xref ref-type="bibr" rid="B32">2013</xref>, <xref ref-type="bibr" rid="B30">2014</xref>; Mart&#x000ED;nez-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B35">2016</xref>). Since C fixation has only been reported in the prymnesiophyte-UCYN-A symbioses, we limit the comparison to the N<sub>2</sub> fixation measures. For the prymnesiophyte-UCYN-A symbiosis, a halogenated <italic>in situ</italic> hybridization (HISH) step is required prior to the SIMS measurements for identification of the UCYN-A symbiont, and in a more recent study, an additional probe specific for the UCYN-A hosts were used, hence a dual labeling (Mart&#x000ED;nez-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B35">2016</xref>).</p>
<p>A closer look at the single N<sub>2</sub> fixation activity by DDA and UCYN-A symbionts highlights a surprising similarity. For example, N<sub>2</sub> fixation for the <italic>Hemiaulus-Richelia</italic> DDA range between 1.15 and 50.4 fmol N cell<sup>&#x02212;1</sup> h<sup>&#x02212;1</sup> (Foster et al., <xref ref-type="bibr" rid="B18">2011</xref>), while recently N<sub>2</sub> fixation by UCYN-A1 and A2 was 0.5 and 9.16 fmol N cell<sup>&#x02212;1</sup> h<sup>&#x02212;1</sup>, respectively (Mart&#x000ED;nez-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B35">2016</xref>). Both UCYN-A and the DDA symbionts function as N sources for their respective hosts. Given that <italic>Hemiaulus</italic> spp. hosts are larger (12&#x02013;70 &#x003BC;m) than the prymnesiophyte hosts (1&#x02013;10 &#x003BC;m), one expected a higher N<sub>2</sub> fixation in the DDAs to support the higher N demand of the larger host diatoms. However, other factors influence N<sub>2</sub> fixation, e.g., host growth, light/energy availability, temperature, and iron (Villareal, <xref ref-type="bibr" rid="B48">1989</xref>; Kustka et al., <xref ref-type="bibr" rid="B33">2002</xref>; Berman-Frank et al., <xref ref-type="bibr" rid="B1">2007</xref>).</p>
<p>The recent rates reported for UCYN-A1 were also 3&#x02013;5 orders of magnitude higher than the rates reported earlier for UCYN-A1 (e.g., 6.35 &#x000D7; 10<sup>&#x02212;5</sup> &#x02212; 0.013 &#x000D7; 10<sup>&#x02212;2</sup> fmol N cell<sup>&#x02212;1</sup> h<sup>&#x02212;1</sup>), despite similar measured enrichment values (e.g., 0.3744-0.6194 atom%<sup>15</sup>N) (Krupke et al., <xref ref-type="bibr" rid="B32">2013</xref>). Inherent in using the HISH-SIMS is the potential to reduce the <sup>15</sup>N fraction in the cell (e.g., up to 60%) (Musat et al., <xref ref-type="bibr" rid="B37">2014</xref>). Hence it was somewhat surprising that in the recent work on UCYN-A1 that utilized a double CARD-FISH measured such a higher enrichment in <sup>15</sup>N than the earlier works that used only a single probe. The effect of double CARD-FISH on enrichment has not been tested.</p>
<p>One of the useful applications for the single cell rates is the ability to estimate the contribution of a particular population to bulk water activity. These types of estimates have been done for several of the open ocean diazotrophs (Foster et al., <xref ref-type="bibr" rid="B18">2011</xref>, <xref ref-type="bibr" rid="B21">2013</xref>; Krupke et al., <xref ref-type="bibr" rid="B31">2015</xref>; Mart&#x000ED;nez-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B35">2016</xref>). For example, an estimate of 0.19 and 0.62 Tmol N yr<sup>&#x02212;1</sup> is provided by DDAs in the Atlantic and Pacific oceans, respectively, which is similar to 0.36&#x02013;0.71 Tmol N yr<sup>&#x02212;1</sup> estimated for <italic>Trichodesmium</italic> spp. (Capone et al., <xref ref-type="bibr" rid="B6">2008</xref>; Foster et al., <xref ref-type="bibr" rid="B18">2011</xref>). Recently, up to 30% of N<sub>2</sub> fixation in the surface tropical N. Atlantic was attributed to UCYN-A symbioses, while the contribution by <italic>Trichodesmium</italic> in the region was far less (11%) (Mart&#x000ED;nez-P&#x000E9;rez et al., <xref ref-type="bibr" rid="B35">2016</xref>). Hence, single cell activity measures have demonstrated that both symbioses should be included in global N models.</p>
</sec>
<sec sec-type="conclusions" id="s8">
<title>Conclusions</title>
<p>In summary, even though DDAs are one of the earliest recorded symbioses and are frequently observed at high bloom densities worldwide with high measured N<sub>2</sub> fixation rates leading to high export fluxes (Villareal, <xref ref-type="bibr" rid="B51">1994</xref>; Carpenter et al., <xref ref-type="bibr" rid="B10">1999</xref>; Foster et al., <xref ref-type="bibr" rid="B20">2007</xref>, <xref ref-type="bibr" rid="B18">2011</xref>; Subramaniam et al., <xref ref-type="bibr" rid="B42">2008</xref>; Karl et al., <xref ref-type="bibr" rid="B29">2012</xref>), the DDAs are often overlooked. The genomes for the UCYN-A lineages and one of the het symbionts (RintHH01) are uniquely streamlined and similarly optimized for a symbiotic life history. An open and interesting question is whether a similar degree of modification occurs in the respective host genomes. Both symbioses have invested in N<sub>2</sub> fixation in both genome content and cellular activity. Moreover, recent evidence suggests that both symbioses can have equally high N<sub>2</sub> fixation rates and should be recognized as major players in the N (and C) cycle. DDAs are methodologically excluded and less often assayed in qPCR <italic>nifH</italic> surveys leading to under-detection, while UCYN-A are often the most frequently assayed, and thus unavoidably the most detected diazotroph. In a time of incredible resources and instrumentation for detection, one must consider the &#x0201C;un-quantified disparity,&#x0201D; especially if sequence abundance and information continues to be used as a comparative indices and to predict biogeochemical significance.</p>
</sec>
<sec id="s9">
<title>Author contributions</title>
<p>All authors contributed to the manuscript. AC, MS, and RF compiled the content of Table <xref ref-type="table" rid="T1">1</xref> and MS compiled the data and generated Figure <xref ref-type="fig" rid="F1">1</xref>.</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>RF is supported by Knut and Alice Wallenberg Foundation Stiffelse. We thank the very insightful advice and suggestions from two reviewers.</p>
</ack>
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<sec>
<title>Supplementary method for constructing the subsystems comparison (Figure <xref ref-type="fig" rid="F1">1</xref>)</title>
<p>Genomes were downloaded from the NCBI database (RintRC01 accession: <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJEB5207">PRJEB5207</ext-link>, RintHH01 accession: <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJEA104979">PRJEA104979</ext-link>, RINTHM01 accession: <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJEA104981">PRJEA104981</ext-link>, CalSC01 accession: <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJEB19506">PRJEB19506</ext-link>, UCYN-A1 ALOHA accession: <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJNA30917">PRJNA30917</ext-link>, UCYN-A2 SIO64986 accession: <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJNA256120">PRJNA256120</ext-link>) and subsequently submitted to RAST (Rapid Annotation using Subsystem Technology) for annotation. The annotated genomes where browsed for genetic pathways of interest by using key word searches. Number of genes for a particular subsystem were normalized to genome size.</p>
</sec>
<fn-group>
<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> Funding was provided by the Knut and Alice Wallenberg Foundation (to RF).</p>
</fn>
</fn-group>
</back>
</article>
