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  <front>
    <journal-meta>
<journal-id journal-id-type="publisher">BG</journal-id>
<journal-title-group>
<journal-title>Biogeosciences</journal-title>
<abbrev-journal-title abbrev-type="publisher">BG</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Biogeosciences</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1726-4189</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>

    <article-meta>
      <article-id pub-id-type="doi">10.5194/bg-14-901-2017</article-id><title-group><article-title>Cyanobacterial endobionts within a major marine planktonic calcifier
(<italic>Globigerina bulloides</italic>, Foraminifera) revealed by<?xmltex \hack{\newline}?> 16S rRNA metabarcoding</article-title>
      </title-group><?xmltex \runningtitle{Cyanobacterial endobionts within a major marine planktonic calcifier}?><?xmltex \runningauthor{C.~Bird et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1">
          <name><surname>Bird</surname><given-names>Clare</given-names></name>
          <email>clare.bird@ed.ac.uk</email>
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1 aff2">
          <name><surname>Darling</surname><given-names>Kate F.</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff3">
          <name><surname>Russell</surname><given-names>Ann D.</given-names></name>
          
        <ext-link>https://orcid.org/0000-0002-8136-5006</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff3">
          <name><surname>Davis</surname><given-names>Catherine V.</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff3 aff4">
          <name><surname>Fehrenbacher</surname><given-names>Jennifer</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff5">
          <name><surname>Free</surname><given-names>Andrew</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff6">
          <name><surname>Wyman</surname><given-names>Michael</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1">
          <name><surname>Ngwenya</surname><given-names>Bryne T.</given-names></name>
          
        </contrib>
        <aff id="aff1"><label>1</label><institution>School of Geosciences, University of Edinburgh, Grant Institute, The
King's Buildings, James Hutton Road,<?xmltex \hack{\newline}?> Edinburgh, EH9 3FE, UK</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>School of Geography and Geosciences, University of St Andrews, North
Street, St Andrews, KY16 9AL, UK</institution>
        </aff>
        <aff id="aff3"><label>3</label><institution>Earth and Planetary Sciences, University of California Davis, 2119
Earth and Physical Sciences, One Shields Avenue,<?xmltex \hack{\newline}?> Davis, CA 95616, USA</institution>
        </aff>
        <aff id="aff4"><label>4</label><institution>College of Earth, Ocean, and Atmospheric Sciences, Oregon State
University, Corvallis, OR 97331, USA</institution>
        </aff>
        <aff id="aff5"><label>5</label><institution>School of Biological Sciences, University of Edinburgh, Roger Land
Building, The King's Buildings, Alexander Crum Brown Road, Edinburgh, EH9
3FF, UK</institution>
        </aff>
        <aff id="aff6"><label>6</label><institution>Biological and Environmental Sciences, Faculty of Natural Sciences,
Cottrell Building, University of Stirling,<?xmltex \hack{\newline}?> Stirling, FK9 4LA, UK</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Clare Bird (clare.bird@ed.ac.uk)</corresp></author-notes><pub-date><day>28</day><month>February</month><year>2017</year></pub-date>
      
      <volume>14</volume>
      <issue>4</issue>
      <fpage>901</fpage><lpage>920</lpage>
      <history>
        <date date-type="received"><day>23</day><month>September</month><year>2016</year></date>
           <date date-type="rev-request"><day>16</day><month>November</month><year>2016</year></date>
           <date date-type="rev-recd"><day>26</day><month>January</month><year>2017</year></date>
           <date date-type="accepted"><day>8</day><month>February</month><year>2017</year></date>
      </history>
      <permissions>
<license license-type="open-access">
<license-p>This work is licensed under a Creative Commons Attribution 3.0 Unported License. To view a copy of this license, visit <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/3.0/">http://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions><self-uri xlink:href="https://bg.copernicus.org/articles/14/901/2017/bg-14-901-2017.html">This article is available from https://bg.copernicus.org/articles/14/901/2017/bg-14-901-2017.html</self-uri>
<self-uri xlink:href="https://bg.copernicus.org/articles/14/901/2017/bg-14-901-2017.pdf">The full text article is available as a PDF file from https://bg.copernicus.org/articles/14/901/2017/bg-14-901-2017.pdf</self-uri>


      <abstract>
    <p>We investigated the possibility of bacterial symbiosis in <italic>Globigerina bulloides</italic>, a palaeoceanographically important, planktonic foraminifer. This
marine protist is commonly used in micropalaeontological investigations of
climatically sensitive subpolar and temperate water masses as well as
wind-driven upwelling regions of the world's oceans. <italic>G. bulloides</italic> is
unusual because it lacks the protist algal symbionts that are often found in
other spinose species. In addition, it has a large offset in its stable
carbon and oxygen isotopic compositions compared to other planktonic
foraminifer species, and also that predicted from seawater equilibrium. This
is suggestive of novel differences in ecology and life history of <italic>G. bulloides</italic>, making it a good candidate for investigating the potential for
bacterial symbiosis as a contributory factor influencing shell calcification.
Such information is essential to evaluate fully the potential response of
<italic>G. bulloides</italic> to ocean acidification and climate change. To
investigate possible ecological interactions between <italic>G. bulloides</italic>
and marine bacteria, 18S rRNA gene sequencing, fluorescence microscopy,
16S rRNA gene metabarcoding and transmission electron microscopy (TEM) were
performed on individual specimens of <italic>G. bulloides</italic> (type IId)
collected from two locations in the California Current. Intracellular DNA
extracted from five <italic>G. bulloides</italic> specimens was subjected to 16S rRNA
gene metabarcoding and, remarkably, 37–87 % of all 16S rRNA gene
sequences recovered were assigned to operational taxonomic units (OTUs) from
the picocyanobacterium <italic>Synechococcus</italic>. This finding was supported by
TEM observations of intact <italic>Synechococcus</italic> cells in both the cytoplasm
and vacuoles of <italic>G. bulloides</italic>. Their concentrations were up to 4
orders of magnitude greater inside the foraminifera than those reported for
the California Current water column
and approximately 5 % of the intracellular <italic>Synechococcus</italic> cells
observed were undergoing cell division. This suggests that
<italic>Synechococcus</italic> is an endobiont of <italic>G. bulloides</italic> type IId,
which is the first report of a bacterial endobiont in the planktonic
foraminifera. We consider the potential roles of <italic>Synechococcus</italic> and
<italic>G. bulloides</italic> within the relationship and the need to determine how
widespread the association is within the widely distributed <italic>G. bulloides</italic> morphospecies. The possible influence of <italic>Synechococcus</italic>
respiration on <italic>G. bulloides</italic> shell geochemistry is also explored.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <title>Introduction</title>
      <p>Mutualistic associations between organisms in marine ecosystems can provide
the partners involved with the capacity to adapt to environmental stresses
such as energy or nutrient limitation as well as provide robustness under the
challenges caused by climate change. For example, the close association
between photosynthetic microalgae and planktonic foraminifera supplies
valuable fixed carbon and other benefits to the host and is a common feature
of oligotrophic surface waters (Decelle et al., 2015). Since Murray first
proposed a symbiotic role for these intracellular phototrophs in 1897
(Murray, 1897), many cytological and ultrastructural studies using light,
fluorescence, and transmission electron microscopy have confirmed the
presence of intracellular photosynthetic dinoflagellates or chrysophyte algae
in a wide range of planktonic foraminifera (see Gastrich, 1987; Hemleben et
al., 1989). Symbiosis was demonstrated first by Bé et al. (1982) in
<italic>Orbulina universa</italic> by the elimination of its dinoflagellate
endobionts and their successful reinfection. Other experimental techniques
focused on tracing radiolabelled C and N (Gastrich and Bartha, 1988), stable
isotope analysis (Uhle et al., 1997, 1999), and microsensor studies of the
chemical microenvironment (Jørgensen et al., 1985; Rink et al., 1998).
However, direct microscopic observations remain an important first step in
assessing potential symbiotic associations.</p>
      <p>Since not all planktonic foraminifera harbour protist microalgae, there is
obvious diversity in the requirement for this type of mutualistic
relationship. Technological advances now allow the investigation of the
potential diversity and physiological role of other organisms (e.g. bacteria)
entering into relationships with these abundant, calcifying protists.
Understanding and investigating the full range of their mutualistic
relationships is of great importance in planktonic foraminifera because of
their considerable importance in Earth's biogeochemical cycles. Their calcium
carbonate shells play a significant role in marine carbon cycling within the
water column and ocean sediments. They contribute up to 40 % of the
biogenic carbonate exported from the surface ocean (Schiebel, 2002; Schiebel
et al., 2007), and shell dissolution at depth provides a significant
buffering of ocean carbonate chemistry and atmospheric CO<inline-formula><mml:math id="M1" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> (Holligan and
Robertson, 1996; Iglesias-Rodriguez et al., 2002; Schiebel, 2002; Feely et
al., 2004; Ridgwell and Zeebe, 2005; Sarmiento and Gruber, 2006). However,
calcification rates of foraminifera are now known to be affected by the
continued release of anthropogenic CO<inline-formula><mml:math id="M2" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>, and are sensitive to the
associated changes in surface seawater pH (Ridgwell and Zeebe, 2005; Manno et
al., 2012). Assessment of the impact of climate change on planktonic
foraminifera and the implications for future biogenic carbonate production is
hampered currently by a lack of basic ecological information (Lombard et al.,
2011; Roy et al., 2015), including information on the diversity of
symbiont–foraminifera associations that might allow different species to
adapt to future environmental conditions. In addition to their role in marine
carbon cycling, the geochemistry of foraminiferal shells buried within the
sediments provides a long-term repository of information that reveals past
changes in ocean conditions. Reconstructions of past seawater temperature,
pH, dissolved inorganic carbon (DIC) concentrations and other environmental
parameters based on these shell geochemical proxies provide essential
constraints for refining climate change projections (Kucera 2007; Katz et
al., 2010; Henderson, 2002). The underlying rationale in the use of
foraminiferal shell chemistry for this purpose is that it reflects conditions
in bulk seawater at the time of deposition. Yet this chemical signal can be
altered by protist algal symbionts within some foraminifer species,
complicating the interpretation of proxy records (Spero et al., 1991; Bemis
et al., 1998; 2002; Anand et al., 2003; Russell et al., 2004). Important
geochemical proxies such as <inline-formula><mml:math id="M3" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">18</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>O, <inline-formula><mml:math id="M4" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C, and
<inline-formula><mml:math id="M5" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">11</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>B are influenced by the consumption or addition of CO<inline-formula><mml:math id="M6" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> to
the calcifying microenvironment through photosynthesis by algal symbionts and
symbiont–host respiration (Mashiotta et al., 1997; Rink et al., 1998;
Wolf-Gladrow et al., 1999; Hönisch et al., 2003; Eggins et al., 2004).
The presence of other symbiotic or endobiotic organisms like bacteria within
a foraminiferal host could also potentially complicate the interpretation of
the proxy record via cryptic isotope fractionation through respiration or
other metabolic processes.</p>
      <p>Although the role and importance of the protist algal symbionts within
planktonic foraminifera is widely recognised and relatively well understood,
the association of planktonic foraminifera with bacteria has received very
little scientific attention. Apart from a few studies reporting the presence
of living bacteria inside benthic foraminifera from dysoxic sediments
(Bernhard et al., 2000, 2006, 2012; Tsuchiya et al., 2015), there has been
little consideration of specific endosymbioses between foraminifera and
prokaryotes. Indeed, there are no reports of planktonic foraminiferal
relationships with bacteria other than a single report observing the external
association of <italic>Globigerinella</italic> <italic>siphonifera</italic> type I with the
marine nitrogen-fixing, filamentous cyanobacterium <italic>Trichodesmium</italic>
(Huber et al., 1997). This oversight is surprising, since the occurrence of
bacterial symbiosis within other protists is well established, as is their
great potential for providing highly specialised metabolic processes to their
hosts (e.g. van Hoek et al., 2000; Schweikert and Meyer, 2001; Beier et al.,
2002; Ashton et al., 2003; Foikin et al., 2003; Gast, 2009; Nowack et al.,
2010; Orsi et al., 2012; Gilbert et al., 2012).</p>
      <p><italic>G. bulloides</italic> is a spinose planktonic foraminifer lacking protist
algal symbionts (Febvre-Chevalier, 1971; Spero and Lea, 1996) that is
abundant in the subpolar and temperate regions and also in the lower-latitude
upwelling systems (Kleijne et al., 1989; Naidu and Malmgren, 1996). In these
climatically sensitive areas it dominates the downward flux of foraminiferal
shells to the sea floor and, as a consequence, is of considerable importance
for palaeoclimate reconstructions (Sautter and Thunell, 1991; Spero and Lea,
1996). A complication in using <italic>G. bulloides</italic> for palaeoclimate
reconstruction, however, is that despite its lack of protist algal symbionts,
the shell secreted by <italic>G. bulloides</italic> is still out of isotopic
equilibrium with respect to both carbon and oxygen isotopes, deviating from
predicted values by more than any other extant, surface-dwelling species
(Deuser et al., 1981; Kahn and Williams, 1981; Curry and Matthews, 1981;
Kroon and Darling, 1995; Spero and Lea, 1996; Bijma et al., 1999). Such
deviations are difficult to explain in the absence of protist algal
symbionts, although some of the disequilibrium has been potentially linked to
growth and ontogeny or even to <italic>G. bulloides</italic> respiration rates (Spero
and Lea, 1996). The presence of intracellular bacteria may provide an
additional or contributing explanation.</p>
      <p>The study of <italic>G. bulloides</italic> is further complicated by our current inability to
morphologically distinguish the numerous genotypes of <italic>G. bulloides</italic> identified within the
morphospecies (Darling and Wade, 2008; Seears et al., 2012; Morard et al.,
2013). The majority of the genotypes have been elevated to species level
status (Andre et al., 2014) and all are potentially ecologically distinct,
though they are commonly found in the same water column, where their
adaptive ranges overlap (Darling and Wade, 2008; Morard et al., 2013). Where
this occurs, aggregation of two ecologically distinct <italic>G. bulloides</italic> species could
introduce significant noise into palaeoclimate calibrations (Darling et al.,
2000; Kucera and Darling, 2002), particularly if they exhibit
genotype-specific geochemical signatures as has recently been demonstrated
in the Arabian Sea (Sadekov et al., 2016).</p>
      <p>In this study we have focussed on the cool water lineage <italic>G. bulloides</italic> type IId. With the exception of a single specimen of type IIa
appearing off Santa Barbara in January (Darling et al., 2003), type IId was
the only genotype identified off the coast of California throughout the year
in both upwelling and non-upwelling hydrographic regimes (Darling et al.,
2003; Darling and Wade, 2008). This is also the region where the majority of
experimental geochemical studies on the <italic>G. bulloides</italic> morphospecies
have been carried out, which means that current calibrations for this area
should be robust (e.g. Spero and Lea, 1996; Bemis et al., 1998, 2000, 2002),
but may not be globally applicable since this genotype has not been found
elsewhere to date (Darling and Wade, 2008; Morard et al., 2013).</p>
      <p>We examined the intracellular bacterial population of individual specimens
of the planktonic foraminifer <italic>G. bulloides</italic> using a multiphasic approach. We used 18S
rRNA gene sequencing to identify the genotype of the host cells and
fluorescence microscopy, 16S rRNA gene metabarcoding via next-generation
sequencing, transmission electron microscopy (TEM), and genetic
characterisation using the polymerase chain reaction (PCR) to investigate
the distribution and taxonomic affiliations of the intracellular bacteria.
We demonstrate that intact, viable cells of the picocyanobacterium
<italic>Synechococcus</italic> spp.  accumulate in large numbers within the cytoplasm of <italic> G. bulloides</italic> type IId. We propose
that these cells are likely to be taken up directly from the surrounding
water column and that <italic>Synechococcus</italic> should be considered an endobiont of <italic>G. bulloides</italic> type IId. We go
on to consider the nature of this association and its potential metabolic
and geochemical implications. We also discuss the power of the
methodological approach adopted for improving ecological knowledge of
planktonic foraminifera.</p>
</sec>
<sec id="Ch1.S2">
  <title>Materials and methods</title>
<sec id="Ch1.S2.SS1">
  <title>Oceanographic setting</title>
      <p>Sampling was undertaken off the Californian coast in waters influenced by two
opposing currents. The California
Current flows equatorward from the North Pacific Current
(<inline-formula><mml:math id="M7" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 50<inline-formula><mml:math id="M8" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N) to Baja California (<inline-formula><mml:math id="M9" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 15–25<inline-formula><mml:math id="M10" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N).
Southerly along-shore winds drive upwelling of cold nutrient-rich waters in
early spring and summer in central California, and weaker but more sustained
upwelling further toward the south. The relatively warm, saline Davidson
Current and California Undercurrent flow poleward over the continental shelf.
During the southern California summer, the California Current moves farther
offshore, and the Davidson Current predominates near shore (Checkley and
Barth, 2009). For this study, samples were collected along the narrow central
California shelf <inline-formula><mml:math id="M11" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 1 km off Bodega Head, California (38.3<inline-formula><mml:math id="M12" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N,
123.0<inline-formula><mml:math id="M13" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W), and in the Southern California Bight off Santa Catalina
Island (33.4<inline-formula><mml:math id="M14" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 118.4<inline-formula><mml:math id="M15" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W; Fig. 1). At both sites, local
variation in foraminiferal abundances and species composition is well
understood (Thunell and Sautter, 1992; Field, 2004, Davis et al., 2016),
driven by periods of upwelling, relaxation or downwelling, and/or seasonal
predominance of the Davidson Current. The Santa Catalina Island site is close
to the San Pedro Ocean Time-series (SPOT; 33.55<inline-formula><mml:math id="M16" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>, 118.4<inline-formula><mml:math id="M17" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W)
station, where the composition of the bacterial assemblage in the water
column has been monitored for over a decade (Chow et al., 2013; Cram et al.,
2015).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F1"><caption><p>Map of the Californian coast and, at higher magnification, the
region within the red box (insert) showing the Bodega Head and Santa
Catalina Island sampling locations, (black circles) and the SPOT sampling
site (white circle). The hydrography of the region is described in Sect. 2.1, whilst the directions of flow of the two major coastal currents, the
California Current and the Davidson Current, are indicated by the arrows.</p></caption>
          <?xmltex \igopts{width=241.848425pt}?><graphic xlink:href="https://bg.copernicus.org/articles/14/901/2017/bg-14-901-2017-f01.jpg"/>

        </fig>

</sec>
<sec id="Ch1.S2.SS2">
  <title>Sample collection</title>
      <p>The Bodega Head samples were collected during November 2014, when there is a
relaxation in the upwelling before the winter storms, and also in April 2015
(Table 1). Normally, the southerly along-shore winds start to drive renewed
upwelling in early spring (Garcia-Reyes and Largier, 2012) but the samples
for this study were collected prior to the delayed upwelling season of 2015,
an unusual phenomenon possibly due to the strong El Niño–Southern Oscillation (e.g. Jacox et al.,
2015). Bodega Head samples were obtained from vertically integrated
150 <inline-formula><mml:math id="M18" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m mesh-size net tows, deployed to a maximum depth of 160 m,
or to 10 m above the seafloor at shallower sites. Tow material was
transferred to ambient surface seawater and kept chilled during transit to
shore at the Bodega Marine Laboratory, where live foraminifera were wet
picked. <italic>G. bulloides</italic> were then identified morphologically to the
morphospecies level, rinsed in 0.6 <inline-formula><mml:math id="M19" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m filtered surface seawater and
preserved in RNA<italic>Later</italic><sup>®</sup>
(Ambion<sup>™</sup>). This reagent conserves cell
integrity, inhibits nucleases at ambient temperatures, and dissolves the
calcite shell. The Santa Catalina Island samples were collected by scuba
diving or net tows during July/August 2013 towards the end of the weaker
upwelling season off southern California. Collected foraminifera were treated
as at the Bodega Marine Laboratory and transferred to
RNA<italic>Later</italic><sup>®</sup> at the Wrigley Marine
Science Center.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T1" specific-use="star"><caption><p>Sampling information and details of analyses performed for each
planktonic foraminifer specimen collected.</p></caption><oasis:table frame="topbot"><?xmltex \begin{scaleboxenv}{.81}[.81]?><oasis:tgroup cols="7">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:colspec colnum="3" colname="col3" align="left"/>
     <oasis:colspec colnum="4" colname="col4" align="left"/>
     <oasis:colspec colnum="5" colname="col5" align="left"/>
     <oasis:colspec colnum="6" colname="col6" align="left"/>
     <oasis:colspec colnum="7" colname="col7" align="left"/>
     <oasis:thead>
       <oasis:row>  
         <oasis:entry colname="col1">Morphospecies</oasis:entry>  
         <oasis:entry colname="col2">Sample ID</oasis:entry>  
         <oasis:entry colname="col3">Sampling site</oasis:entry>  
         <oasis:entry colname="col4">Sampling date</oasis:entry>  
         <oasis:entry colname="col5">Co-ordinates</oasis:entry>  
         <oasis:entry colname="col6">Sea surface</oasis:entry>  
         <oasis:entry colname="col7">Analysis</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3"/>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5"/>  
         <oasis:entry colname="col6">temperature</oasis:entry>  
         <oasis:entry colname="col7"/>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL21</oasis:entry>  
         <oasis:entry colname="col3">Santa Catalina Island</oasis:entry>  
         <oasis:entry colname="col4">Jul/Aug 2013</oasis:entry>  
         <oasis:entry colname="col5">33.4<inline-formula><mml:math id="M21" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 118.4<inline-formula><mml:math id="M22" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">18–21.5 <inline-formula><mml:math id="M23" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">Control for fluorescence microscopy</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL24</oasis:entry>  
         <oasis:entry colname="col3">Santa Catalina Island</oasis:entry>  
         <oasis:entry colname="col4">Jul/Aug 2013</oasis:entry>  
         <oasis:entry colname="col5">33.4<inline-formula><mml:math id="M24" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 118.4<inline-formula><mml:math id="M25" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">18–21.5 <inline-formula><mml:math id="M26" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">DAPI staining and fluorescence microscopy</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL25</oasis:entry>  
         <oasis:entry colname="col3">Santa Catalina Island</oasis:entry>  
         <oasis:entry colname="col4">Jul/Aug 2013</oasis:entry>  
         <oasis:entry colname="col5">33.4<inline-formula><mml:math id="M27" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 118.4<inline-formula><mml:math id="M28" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">18–21.5 <inline-formula><mml:math id="M29" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">DAPI staining and fluorescence microscopy</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL26</oasis:entry>  
         <oasis:entry colname="col3">Santa Catalina Island</oasis:entry>  
         <oasis:entry colname="col4">Jul/Aug 2013</oasis:entry>  
         <oasis:entry colname="col5">33.4<inline-formula><mml:math id="M30" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 118.4<inline-formula><mml:math id="M31" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">18–21.5 <inline-formula><mml:math id="M32" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">DAPI staining and fluorescence microscopy</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL28</oasis:entry>  
         <oasis:entry colname="col3">Santa Catalina Island</oasis:entry>  
         <oasis:entry colname="col4">Jul/Aug 2013</oasis:entry>  
         <oasis:entry colname="col5">33.4<inline-formula><mml:math id="M33" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 118.4<inline-formula><mml:math id="M34" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">18–21.5 <inline-formula><mml:math id="M35" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">DAPI staining and fluorescence microscopy</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL29</oasis:entry>  
         <oasis:entry colname="col3">Santa Catalina Island</oasis:entry>  
         <oasis:entry colname="col4">Jul/Aug 2013</oasis:entry>  
         <oasis:entry colname="col5">33.4<inline-formula><mml:math id="M36" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 118.4<inline-formula><mml:math id="M37" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">18–21.5 <inline-formula><mml:math id="M38" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">DAPI staining and fluorescence microscopy</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL30</oasis:entry>  
         <oasis:entry colname="col3">Santa Catalina Island</oasis:entry>  
         <oasis:entry colname="col4">Jul/Aug 2013</oasis:entry>  
         <oasis:entry colname="col5">33.4<inline-formula><mml:math id="M39" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 118.4<inline-formula><mml:math id="M40" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">18–21.5 <inline-formula><mml:math id="M41" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">DAPI staining and fluorescence microscopy</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL32</oasis:entry>  
         <oasis:entry colname="col3">Santa Catalina Island</oasis:entry>  
         <oasis:entry colname="col4">July/Aug 2013</oasis:entry>  
         <oasis:entry colname="col5">33.4<inline-formula><mml:math id="M42" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 118.4<inline-formula><mml:math id="M43" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">18–21.5 <inline-formula><mml:math id="M44" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">TEM</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL34</oasis:entry>  
         <oasis:entry colname="col3">Santa Catalina Island</oasis:entry>  
         <oasis:entry colname="col4">Jul/Aug 2013</oasis:entry>  
         <oasis:entry colname="col5">33.4<inline-formula><mml:math id="M45" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 118.4<inline-formula><mml:math id="M46" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">18–21.5 <inline-formula><mml:math id="M47" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">Metabarcoding, genotyping and <italic>Synechococcus</italic> 16S</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3"/>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5"/>  
         <oasis:entry colname="col6"/>  
         <oasis:entry colname="col7">and <italic>rbcL</italic> cloning and sequencing</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL36</oasis:entry>  
         <oasis:entry colname="col3">Santa Catalina Island</oasis:entry>  
         <oasis:entry colname="col4">Jul/Aug 2013</oasis:entry>  
         <oasis:entry colname="col5">33.4<inline-formula><mml:math id="M48" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 118.4<inline-formula><mml:math id="M49" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">18–21.5 <inline-formula><mml:math id="M50" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">Metabarcoding</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL37</oasis:entry>  
         <oasis:entry colname="col3">Santa Catalina Island</oasis:entry>  
         <oasis:entry colname="col4">Jul/Aug 2013</oasis:entry>  
         <oasis:entry colname="col5">33.4<inline-formula><mml:math id="M51" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 118.4<inline-formula><mml:math id="M52" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">18–21.5 <inline-formula><mml:math id="M53" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">Metabarcoding</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL39</oasis:entry>  
         <oasis:entry colname="col3">Santa Catalina Island</oasis:entry>  
         <oasis:entry colname="col4">Jul/Aug 2013</oasis:entry>  
         <oasis:entry colname="col5">33.4<inline-formula><mml:math id="M54" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 118.4<inline-formula><mml:math id="M55" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">18–21.5 <inline-formula><mml:math id="M56" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">TEM</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL69</oasis:entry>  
         <oasis:entry colname="col3">Santa Catalina Island</oasis:entry>  
         <oasis:entry colname="col4">Jul/Aug 2013</oasis:entry>  
         <oasis:entry colname="col5">33.4<inline-formula><mml:math id="M57" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 118.4<inline-formula><mml:math id="M58" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">18–21.5 <inline-formula><mml:math id="M59" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">TEM</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>N. dutertrei</italic></oasis:entry>  
         <oasis:entry colname="col2">DUT55</oasis:entry>  
         <oasis:entry colname="col3">Santa Catalina Island</oasis:entry>  
         <oasis:entry colname="col4">Jul/Aug 2013</oasis:entry>  
         <oasis:entry colname="col5">33.4<inline-formula><mml:math id="M60" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 118.4<inline-formula><mml:math id="M61" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">18–21.5 <inline-formula><mml:math id="M62" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">Metabarcoding and genotyping</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL04</oasis:entry>  
         <oasis:entry colname="col3">Bodega Head</oasis:entry>  
         <oasis:entry colname="col4">Nov 2014</oasis:entry>  
         <oasis:entry colname="col5">38.3<inline-formula><mml:math id="M63" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 123.0<inline-formula><mml:math id="M64" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">14–15 <inline-formula><mml:math id="M65" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7"><italic>Synechococcus</italic> 16S and <italic>rbcL</italic><inline-formula><mml:math id="M66" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL05</oasis:entry>  
         <oasis:entry colname="col3">Bodega Head</oasis:entry>  
         <oasis:entry colname="col4">Nov 2014</oasis:entry>  
         <oasis:entry colname="col5">38.3<inline-formula><mml:math id="M67" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 123.0<inline-formula><mml:math id="M68" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">14–15 <inline-formula><mml:math id="M69" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7"><italic>Synechococcus</italic> 16S and <italic>rbcL</italic><inline-formula><mml:math id="M70" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL13</oasis:entry>  
         <oasis:entry colname="col3">Bodega Head</oasis:entry>  
         <oasis:entry colname="col4">Nov 2014</oasis:entry>  
         <oasis:entry colname="col5">38.3<inline-formula><mml:math id="M71" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 123.0<inline-formula><mml:math id="M72" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">14–15 <inline-formula><mml:math id="M73" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7"><italic>Synechococcus</italic> 16S and <italic>rbcL</italic><inline-formula><mml:math id="M74" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL14</oasis:entry>  
         <oasis:entry colname="col3">Bodega Head</oasis:entry>  
         <oasis:entry colname="col4">Nov 2014</oasis:entry>  
         <oasis:entry colname="col5">38.3<inline-formula><mml:math id="M75" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 123.0<inline-formula><mml:math id="M76" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">14–15 <inline-formula><mml:math id="M77" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7"><italic>Synechococcus</italic> 16S and <italic>rbcL</italic><inline-formula><mml:math id="M78" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL15</oasis:entry>  
         <oasis:entry colname="col3">Bodega Head</oasis:entry>  
         <oasis:entry colname="col4">Nov 2014</oasis:entry>  
         <oasis:entry colname="col5">38.3<inline-formula><mml:math id="M79" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 123.0<inline-formula><mml:math id="M80" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">14–15 <inline-formula><mml:math id="M81" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7"><italic>Synechococcus</italic> 16S and <italic>rbcL</italic><inline-formula><mml:math id="M82" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL22</oasis:entry>  
         <oasis:entry colname="col3">Bodega Head</oasis:entry>  
         <oasis:entry colname="col4">Nov 2014</oasis:entry>  
         <oasis:entry colname="col5">38.3<inline-formula><mml:math id="M83" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 123.0<inline-formula><mml:math id="M84" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">14–15 <inline-formula><mml:math id="M85" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">Metabarcoding</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL23</oasis:entry>  
         <oasis:entry colname="col3">Bodega Head</oasis:entry>  
         <oasis:entry colname="col4">Nov 2014</oasis:entry>  
         <oasis:entry colname="col5">38.3<inline-formula><mml:math id="M86" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 123.0<inline-formula><mml:math id="M87" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">14–15 <inline-formula><mml:math id="M88" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">Metabarcoding</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL71</oasis:entry>  
         <oasis:entry colname="col3">Bodega Head</oasis:entry>  
         <oasis:entry colname="col4">Apr 2015</oasis:entry>  
         <oasis:entry colname="col5">38.3<inline-formula><mml:math id="M89" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 123.0<inline-formula><mml:math id="M90" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">10.5 <inline-formula><mml:math id="M91" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7">TEM</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL73</oasis:entry>  
         <oasis:entry colname="col3">Bodega Head</oasis:entry>  
         <oasis:entry colname="col4">Apr 2015</oasis:entry>  
         <oasis:entry colname="col5">38.3<inline-formula><mml:math id="M92" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 123.0<inline-formula><mml:math id="M93" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">10.5 <inline-formula><mml:math id="M94" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7"><italic>Synechococcus</italic> 16S and <italic>rbcL</italic><inline-formula><mml:math id="M95" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL74</oasis:entry>  
         <oasis:entry colname="col3">Bodega Head</oasis:entry>  
         <oasis:entry colname="col4">Apr 2015</oasis:entry>  
         <oasis:entry colname="col5">38.3<inline-formula><mml:math id="M96" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 123.0<inline-formula><mml:math id="M97" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">10.5 <inline-formula><mml:math id="M98" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7"><italic>Synechococcus</italic> 16S and <italic>rbcL</italic><inline-formula><mml:math id="M99" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL82</oasis:entry>  
         <oasis:entry colname="col3">Bodega Head</oasis:entry>  
         <oasis:entry colname="col4">Apr 2015</oasis:entry>  
         <oasis:entry colname="col5">38.3<inline-formula><mml:math id="M100" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 123.0<inline-formula><mml:math id="M101" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">10.5 <inline-formula><mml:math id="M102" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7"><italic>Synechococcus</italic> 16S and <italic>rbcL</italic><inline-formula><mml:math id="M103" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL83</oasis:entry>  
         <oasis:entry colname="col3">Bodega Head</oasis:entry>  
         <oasis:entry colname="col4">Apr 2015</oasis:entry>  
         <oasis:entry colname="col5">38.3<inline-formula><mml:math id="M104" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 123.0<inline-formula><mml:math id="M105" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">10.5 <inline-formula><mml:math id="M106" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7"><italic>Synechococcus</italic> 16S and <italic>rbcL</italic><inline-formula><mml:math id="M107" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL84</oasis:entry>  
         <oasis:entry colname="col3">Bodega Head</oasis:entry>  
         <oasis:entry colname="col4">Apr 2015</oasis:entry>  
         <oasis:entry colname="col5">38.3<inline-formula><mml:math id="M108" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 123.0<inline-formula><mml:math id="M109" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">10.5 <inline-formula><mml:math id="M110" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7"><italic>Synechococcus</italic> 16S and <italic>rbcL</italic><inline-formula><mml:math id="M111" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL85</oasis:entry>  
         <oasis:entry colname="col3">Bodega Head</oasis:entry>  
         <oasis:entry colname="col4">Apr 2015</oasis:entry>  
         <oasis:entry colname="col5">38.3<inline-formula><mml:math id="M112" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 123.0<inline-formula><mml:math id="M113" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">10.5 <inline-formula><mml:math id="M114" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7"><italic>Synechococcus</italic> 16S and <italic>rbcL</italic><inline-formula><mml:math id="M115" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL86</oasis:entry>  
         <oasis:entry colname="col3">Bodega Head</oasis:entry>  
         <oasis:entry colname="col4">Apr 2015</oasis:entry>  
         <oasis:entry colname="col5">38.3<inline-formula><mml:math id="M116" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 123.0<inline-formula><mml:math id="M117" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">10.5 <inline-formula><mml:math id="M118" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7"><italic>Synechococcus</italic> 16S and <italic>rbcL</italic><inline-formula><mml:math id="M119" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"><italic>G. bulloides</italic></oasis:entry>  
         <oasis:entry colname="col2">BUL88</oasis:entry>  
         <oasis:entry colname="col3">Bodega Head</oasis:entry>  
         <oasis:entry colname="col4">Apr 2015</oasis:entry>  
         <oasis:entry colname="col5">38.3<inline-formula><mml:math id="M120" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 123.0<inline-formula><mml:math id="M121" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> W</oasis:entry>  
         <oasis:entry colname="col6">10.5 <inline-formula><mml:math id="M122" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C</oasis:entry>  
         <oasis:entry colname="col7"><italic>Synechococcus</italic> 16S and <italic>rbcL</italic><inline-formula><mml:math id="M123" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup><?xmltex \end{scaleboxenv}?></oasis:table><table-wrap-foot><p><inline-formula><mml:math id="M20" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula> PCR amplification of <italic>Synechococcus</italic>  16S rRNA gene and <italic>rbcL</italic>  (RuBisCo large subunit).</p></table-wrap-foot></table-wrap>

</sec>
<sec id="Ch1.S2.SS3">
  <title>Decalcification and washing of samples</title>
      <p>To remove the shell and shell-associated, external contaminants, each
individual specimen was decalcified by exposure to
RNA<italic>Later</italic><sup>®</sup>
(Ambion<sup>™</sup>). The cell was then washed in
filter-sterilised, salt-adjusted phosphate-buffered saline (PBS) or sterile
artificial seawater, transferred to a new sterile 1.5 mL tube and washed a
further three times before being transferred to DOC DNA extraction buffer
(Sect. 2.4; Holzman and Pawlowski, 1996) for DNA analysis, or 4 % (<inline-formula><mml:math id="M124" display="inline"><mml:mrow><mml:mi>w</mml:mi><mml:mo>/</mml:mo><mml:mi>v</mml:mi></mml:mrow></mml:math></inline-formula>)
paraformaldehyde in salt-adjusted PBS for microscopy. Preliminary
experiments with the kleptoplastic foram <italic>Elphidium</italic> species
confirmed the efficacy of this treatment. The majority of prokaryote shell
contaminants (&gt; 80 %) were removed in the washing steps
following dissolution in RNA<italic>Later</italic><sup>®</sup>
(Bird et al., 2017).</p>
</sec>
<sec id="Ch1.S2.SS4">
  <title>Foram genotyping and Sanger DNA sequencing</title>
      <p>DNA was extracted from individual foraminifer specimens using the DOC
extraction method to identify the specific genotype (Holzman and Pawlowski,
1996). PCR amplification of the foraminiferal 18S rRNA gene was performed
according to Seears et al. (2012). DNA sequencing was carried out using the
BigDye<sup>®</sup> Terminator v3.1 Cycle Sequencing Kit
and an ABI 3730 DNA sequencer (both Applied Biosystems).</p>
</sec>
<sec id="Ch1.S2.SS5">
  <title>DAPI staining and fluorescence microscopy</title>
      <p>Foraminifer cells were stained with 4<inline-formula><mml:math id="M125" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula>,6-diamadino-2-phenylindole (DAPI),
which forms a highly fluorescent DAPI–DNA complex that allows the
visualisation of bacterial cells and eukaryotic cell nuclei under
fluorescence microscopy. Individual decalcified and washed foraminifera were
fixed in 4 % (<inline-formula><mml:math id="M126" display="inline"><mml:mrow><mml:mi>w</mml:mi><mml:mo>/</mml:mo><mml:mi>v</mml:mi></mml:mrow></mml:math></inline-formula>) paraformaldehyde in salt-adjusted PBS for 4 h at 4 <inline-formula><mml:math id="M127" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C. Fixed cells were transferred to a polylysine-coated
microscope slide and dehydrated through an ethanol series of 70, 90 and
100 % ethanol. Cells were stained in 1 <inline-formula><mml:math id="M128" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>g mL<inline-formula><mml:math id="M129" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> DAPI
(dilactate, Sigma-Aldrich) in PBS for 3 min and then rinsed with
sterile deionised water. The stained preparations were mounted in AF1
mountant solution (Citifluor) and bacteria and eukaryotic nuclei visualised
using a Zeiss Axio Imager Fluorescence microscope equipped with a DAPI filter
set.</p>
      <p>An unstained specimen of <italic>G. bulloides</italic> was also examined by fluorescence microscopy to
observe the background levels of autofluorescence under the DAPI filter set
to compare with the appearance of DAPI stained individuals. A TRITC filter
set (excitation wavelength 540 nm, emission wavelength 580 nm) was used also
on unstained individuals to investigate for the presence of autofluorescent,
phycoerythrin-containing cyanobacterial cells.</p>
</sec>
<sec id="Ch1.S2.SS6">
  <title>DNA extraction, amplification and 16S rRNA gene metabarcoding</title>
      <p>DNA for 16S rRNA gene metabarcoding of the bacterial population within the
foraminifera was extracted from decalcified and washed planktonic
foraminiferal cells by the DOC extraction method (Holzman and Pawlowski,
1996). The DNA from the six samples – three independent <italic>G. bulloides</italic>
isolates (BUL34, BUL36, BUL37) and a single non-spinose
<italic>Neogloboquadrina dutertrei</italic> (DUT55) collected in July/August off
Santa Catalina Island and two additional <italic>G. bulloides</italic> cells
collected in November off Bodega Head (BUL22, BUL23; Table 1) – was amplified
alongside three reagent controls containing (i) no DNA template (two
replicates) and (ii) DOC buffer only. The V4 region of the 16S rRNA gene was
chosen for amplification using the 515F forward primer and a barcoded 806R
reverse primer series (Caporaso et al., 2012). This primer set is widely used
by the Earth Microbiome Project (Gilbert et al., 2010), and therefore the
amplification biases are known and well documented. For example, there is a
bias against amplification of the SAR11 group of marine Alphaproteobacteria
and a bias towards over-amplification of Gammaproteobacteria (Apprill et al.,
2015; Walters et al., 2016; Parada et al., 2016). Each DNA sample and control
was PCR-amplified with a unique barcode tag that enabled demultiplexing of
the samples after being pooled for sequencing. The thermal cycling conditions
are detailed by Caporaso et al. (2012). PCR reactions contained 1<inline-formula><mml:math id="M130" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula>
<italic>Taq</italic> buffer plus additional MgCl<inline-formula><mml:math id="M131" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> (final concentration 2.5 mM),
0.2 mM of each dNTP, 0.25 <inline-formula><mml:math id="M132" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>M of each primer, 1 <inline-formula><mml:math id="M133" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>L of
template DNA and 1.25 U of <italic>Taq</italic> DNA polymerase (Roche Applied
Science), with the volume made up to 25 <inline-formula><mml:math id="M134" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>L with PCR-grade water
(Sigma). All PCR reactions were set up in a PCR6 vertical laminar airflow
cabinet with UV sterilisation (Labcaire Systems, Bristol, UK) as described by
Pagaling et al. (2014). Reaction tubes and PCR mixtures were treated for
15 min with 15 W UV light (wavelength <inline-formula><mml:math id="M135" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 254 nm) to destroy
contaminating DNA, prior to addition of dNTPs, <italic>Taq</italic> polymerase and
template DNA (Padua et al., 1999). The six functional and three control PCR
reactions were run on a 1 % agarose gel and the products were purified
with the Wizard<sup>®</sup> SV Gel and PCR Clean-Up
System (Promega). The purified amplicons were quantified using a Quant-iT
PicoGreen ds-DNA assay kit (Life Technologies) prior to pooling at equimolar
concentrations for DNA sequencing. The total number of quality-filtered
sequencing reads including controls was 862 954. DNA sequencing was
performed at Edinburgh Genomics using an Illumina MiSeq v3 to generate 250
base pair (bp) paired-end reads.</p>
<sec id="Ch1.S2.SS6.SSS1">
  <title>Quality filtering and contaminant removal</title>
      <p>The Quantitative Insights in Microbial Ecology (QIIME, v1.8.0; Caporaso et
al., 2010) pipeline was used to assemble paired-end reads and quality-filter
the sequences. Raw reads were paired with an overlap of 200 bp and
quality-filtered with a minimum Phred score of 20 for maximum accuracy
(Kozich et al., 2013). Reads of less than 245 bp (i.e. short reads) were
removed from the dataset with the Python script filter_short_reads.py from
<uri>http://gist.github.com/walterst/7602058</uri>. Chimeras were detected using
Usearch v6.1.544 default settings (Edgar at al., 2011) and version 13_8 of
Greengenes 16S rRNA gene reference database (DeSantis et al., 2006). Given
the low yield of endogenous bacterial DNA in these small-sized samples, we
anticipated that amplicon contamination from PCR amplification reagents, DNA
extraction reagents, and the ultra-pure water system would contribute a
significant number of DNA sequences and OTUs from contaminant genera to the
sample set (Salter et al., 2014; Laurence et al., 2014). Operational
taxonomic units with greater than 1000 sequences in any of the three control
samples were considered to be potential contaminants and were removed from
the sample set. Two OTUs were removed due to contamination in the two PCR
controls: a Bradyrhizobiaceae of the class Alphaproteobacteria and an
<italic>Acinetobacter</italic> of the class Gammaproteobacteria. Twelve contaminating OTUs were removed due to contamination via the DOC buffer, with eight of these of the class Alphaproteobacteria. Seven of the eight were from the order Rhizobiales, five of which were classified to a higher taxonomic level and included two of additional Bradyrhizobiaceae OTUs and one each of <italic>Methylobacterium</italic>, <italic>Mesorhizobium</italic>, <italic>Pedomicrobium</italic>. The eighth OTU from the class Alphaproteobacteria was a <italic>Sphingomonas</italic> of the order Sphingomonadales. The final four OTUs were <italic>Burkholdaria bryophila</italic> of the class Betaproteobacteria; two <italic>Sediminibacterium</italic> OTUs of the phylum Bacteriodetes; and lastly an OTU identified as a Streptophyta chloroplast.
A single
Bradyrhizobiaceae OTU was by far the largest contaminant, with a total of
284 636 sequences from all samples and controls, and it is known to be a
common contaminant of next-generation sequencing data, along with other
Alphaproteobacteria (Laurence et al., 2014).</p>
</sec>
<sec id="Ch1.S2.SS6.SSS2">
  <title>Operational taxonomic unit (OTU) picking and taxonomic
assignment</title>
      <p>The default QIIME pipeline was used for data analysis: OTU picking and
taxonomic assignment. De novo picking (pick_de_novo_otus.py) clusters DNA
sequences into OTUs with 97 % similarity with no external reference and
selects a representative sequence of each OTU for alignment and subsequent
assignment of taxonomy. This script keeps all diversity, including unknowns,
in the sample set. Closed reference picking was also performed, which removes
OTUs that are not closely matched (&lt; 97 %) with OTUs in the
Greengenes database (pick_closed_reference_otus.py). This output is
required for normalisation by copy number (NBCN) using the online Galaxy tool
(<uri>http://huttenhower.sph.harvard.edu/galaxy/</uri>). This corrects the
abundance of each OTU to better reflect the true organism abundance by
normalising predicted 16S rRNA gene copy number for each OTU. In both OTU
picking methods, OTUs with fewer than 10 sequences across all samples were
removed from the sample set (filter_otus_from_otu_table.py).</p>
</sec>
<sec id="Ch1.S2.SS6.SSS3">
  <title>Alpha-rarefaction and sequencing depth</title>
      <p>In QIIME, the script alpha_rarefaction.py was used to assess whether the
sequencing depth was adequate to detect foraminiferal bacterial diversity.
Samples were rarefied to the lowest sequencing depth observed across all
samples (10 551 in closed-reference picking in sample BUL22) and OTU
richness curves were generated, using the observed-species metric, which
counts the number of unique OTUs found in a sample.</p>
</sec>
</sec>
<sec id="Ch1.S2.SS7">
  <title>TEM</title>
      <p>TEM was used to observe and document the structural relationships between the
endobiotic bacteria and foraminiferal cells. Decalcified <italic>G. bulloides</italic> were fixed in 3 % glutaraldehyde in 0.1 M sodium cacodylate
buffer, pH 7.3, for 2 h followed by three 10 min washes in 0.1 M sodium
cacodylate. Specimens were then post-fixed in 1 % osmium tetroxide in
0.1 M sodium cacodylate for 45 min, followed by a further three 10 min
washes in 0.1 M sodium cacodylate buffer. Specimens were then dehydrated in
50, 70, 90 and 100 % ethanol (X3) for 15 min each, then in two 10 min
changes in propylene oxide prior to being embedded in TAAB 812 resin.
Sections (1 <inline-formula><mml:math id="M136" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m thick) were cut on a Leica Ultracut ultramicrotome,
stained with toluidine blue, and then viewed under a light microscope to
select suitable specimen areas for investigation. Ultrathin sections (60 nm
thick) were cut from selected areas, stained in uranyl acetate and lead
citrate and then viewed with a JEOL JEM-1400 Plus TEM.</p>
</sec>
<sec id="Ch1.S2.SS8">
  <?xmltex \opttitle{Genetic identification of \textit{Synechococcus} cells identified in \textit{G.
bulloides}}?><title>Genetic identification of <italic>Synechococcus</italic> cells identified in <italic>G. bulloides</italic></title>
      <p><italic>Synechococcus</italic> cells were found in large numbers inside <italic>G. bulloides</italic> and were genetically characterised. A 422 bp fragment of the
<italic>Synechococcus</italic> 16S rRNA gene was amplified from total DNA extracted
via the DOC method from individual specimen BUL34 (Table 1). This provided a
larger, more informative fragment for phylogenetic analysis compared with the
253 bp generated by 16S rRNA metabarcoding. Cyanobacterial specific primers
were used (CYA359f 5<inline-formula><mml:math id="M137" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula>-GGGGAATCYTTCCGCAATGGG-3<inline-formula><mml:math id="M138" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula> and CYA781R a and b
5<inline-formula><mml:math id="M139" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula>-GACTACWGGGGTATCTAATCCCWTT-3<inline-formula><mml:math id="M140" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula>; Nübel et al., 1997) and thermocycler
conditions were as follows: 94 <inline-formula><mml:math id="M141" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C for 2 min followed by 30
cycles at 94 <inline-formula><mml:math id="M142" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C for 15 s, 55 <inline-formula><mml:math id="M143" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C for 15 s and
72 <inline-formula><mml:math id="M144" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C for 30 s, followed by a final extension at 72 <inline-formula><mml:math id="M145" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C for
5 min. PCR reactions were performed with MyTaq REDDY mix (Bioline) and
0.25 <inline-formula><mml:math id="M146" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>M of each primer and 1 <inline-formula><mml:math id="M147" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>L of template DNA, with the
volume made up to 25 <inline-formula><mml:math id="M148" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>L with PCR-grade water (Sigma). The PCR
product obtained was cloned (TOPO<sup>®</sup>-TA cloning
kit, Invitrogen) and Sanger-sequenced.</p>
      <p>Clone sequences were aligned with reference <italic>Synechococcus</italic> 16S rRNA
gene sequences retrieved from the GenBank database (NCBI) using ClustalW
software within the package MEGA6 (Tamura et al., 2013). Phylogenetic trees
(maximum likelihood, neighbour joining, minimum evolution, UPGMA, maximum
parsimony; Sect. 3.5) were generated using the default settings of MEGA6 with
500 bootstrap resamplings to determine the closest taxonomic affiliations
(i.e. clade designation sensu Fuller et al., 2003) of the <italic>G. bulloides</italic>-associated <italic>Synechococcus</italic>. Informed by this analysis,
further primers were designed that target other signature genes harboured by
the <italic>Synechococcus</italic> clades identified, including that for
<italic>rbcL.</italic> This phylogenetically informative gene encodes the large
subunit of RuBisCO
(ribulose-1,5-bisphosphate carboxylase/oxygenase), the primary CO<inline-formula><mml:math id="M149" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>-fixing enzyme
found in cyanobacteria. Primers (SynrbcL_For 5<inline-formula><mml:math id="M150" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula>-CGGCAACTTCTTCGATCAGG-3<inline-formula><mml:math id="M151" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula>;
SynrbcL_Rev1 5<inline-formula><mml:math id="M152" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula>-ATGTCGCGGCTTTCTTTCTC-3<inline-formula><mml:math id="M153" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula>; SynrbcL_Rev2
5<inline-formula><mml:math id="M154" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula>-CCGGCTTCCATAAGGATGTC-3<inline-formula><mml:math id="M155" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula>) were designed with Primer 3
(<uri>http://primer3.ut.ee/</uri>) that target a 252 bp fragment of <italic>rbcL</italic>
from the most closely related <italic>Synechococcus</italic> spp. (i.e. strains
CC9902, CC9311 and WH8120; see below).</p>
      <p>Purified DNA from 14 <italic>G. bulloides</italic> specimens (Table 1)
generated products of the correct size on PCR amplification with the
<italic>rbcL</italic> primers. The product obtained from isolate BUL34 was selected
and TA-cloned and DNA-sequenced as described above. PCR reactions were
performed in a Biometra Personal Thermocycler using MyTaq REDDY mix (Bioline)
and 0.25 <inline-formula><mml:math id="M156" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>M of each primer and 1 <inline-formula><mml:math id="M157" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>L of template DNA, with the
volume made up to 25 <inline-formula><mml:math id="M158" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>L with PCR-grade water (Sigma). Thermocycling
conditions were 94 <inline-formula><mml:math id="M159" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C for 2 min followed by 30 cycles at
94 <inline-formula><mml:math id="M160" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C for 15 s, 56 <inline-formula><mml:math id="M161" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C for 15 s and 72 <inline-formula><mml:math id="M162" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C for
30 s, followed by a final extension at 72 <inline-formula><mml:math id="M163" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C for 5 min.</p>
</sec>
</sec>
<sec id="Ch1.S3">
  <title>Results</title>
      <p>In total, 29 individual specimens of <italic>G. bulloides</italic> collected from
waters off Santa Catalina Island and Bodega Head (Fig. 1) were investigated
during this study. The sampling information and analyses performed on each
specimen are detailed in Table 1, and the sampling strategy and genetic
characterisation are described in the methods.</p>
<sec id="Ch1.S3.SS1">
  <title>Genotyping of foraminifera</title>
      <p>Partial 18S rRNA (SSU) gene sequences amplified from BUL34 and DUT55 have
been submitted to Genbank (NCBI, accession numbers KX816046 and KX816047
respectively). <italic>G. bulloides</italic> specimen BUL34 is type IId and
<italic>N. dutertrei</italic> specimen DUT55 is type Ic and it is the first time a
<inline-formula><mml:math id="M164" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 1000 bp fragment has been amplified for this genotype. Both
genotypes have been found routinely in the Southern California Bight (Darling
et al., 2003).</p>
</sec>
<sec id="Ch1.S3.SS2">
  <title>Fluorescence microscopy and DAPI staining</title>
      <p>Fluorescence microscopy examination of an unstained, fixed <italic>G. bulloides</italic> specimen (BUL21; Table 1; Supplement Fig. S1) under the DAPI
filter set demonstrated high levels of diffuse autofluorescence across the
entire cell. <italic>G. bulloides</italic> cells that were first stained with DAPI
(<inline-formula><mml:math id="M165" display="inline"><mml:mrow><mml:mi>n</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">6</mml:mn></mml:mrow></mml:math></inline-formula>; Table 1) also showed background autofluorescence, but in addition some
more highly fluorescent regions 3–10 <inline-formula><mml:math id="M166" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m in size were also observed
(Fig. 2a). These stained structures are probably DNA from the foraminiferal
nucleus and also DAPI–DNA complexes in organisms sequestered within food
vacuoles. Of greater present significance, however, were the very many
fluorescent, globular structures of approximately 1 <inline-formula><mml:math id="M167" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m diameter
observed consistently within all of the <italic>G. bulloides</italic> cells analysed.
Their small, regular size is consistent with the presence of intact
intracellular (coccoid) bacteria residing within the foraminiferal cell
(Fig. 2b). Further microscopic examination of <italic>G. bulloides</italic> using the
TRITC filter set also revealed high autofluorescence across the cell but, in
addition, brighter fluorescence from many of these approximately
1 <inline-formula><mml:math id="M168" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m diameter DNA-containing structures (Fig. 3). This observation
is entirely consistent with the presence of the photosynthetic pigment,
phycoerythrin (excitation maxima <inline-formula><mml:math id="M169" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 495, 545 nm, emission maximum
565–580 nm), within many of these intracellular (cyano)bacteria (see
below).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2"><caption><p>Fluorescence micrograph of a DAPI-stained, decalcified <italic>G. bulloides</italic> cell.
<bold>(a)</bold> Diffuse autofluorescence not associated with DNA-stained inclusions can be
observed throughout the cytoplasm. The black arrow highlights an example of
the bright regions, 3–10 <inline-formula><mml:math id="M170" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m in size, that correspond to vacuoles
containing condensed prey items. The many <inline-formula><mml:math id="M171" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 1 <inline-formula><mml:math id="M172" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m
diameter brightly stained globular structures that occur throughout the cell
are consistent with the presence of intracellular bacterial cells. The white
rectangle denotes the area magnified in <bold>(b)</bold> and shows examples
(white arrows) of these DNA-containing, bacteria-sized structures and their
cytoplasmic location.</p></caption>
          <?xmltex \igopts{width=241.848425pt}?><graphic xlink:href="https://bg.copernicus.org/articles/14/901/2017/bg-14-901-2017-f02.jpg"/>

        </fig>

</sec>
<sec id="Ch1.S3.SS3">
  <title>16S rRNA gene metabarcoding</title>
      <p>16S rRNA gene metabarcoding was carried out on five specimens of <italic>G. bulloides</italic> and a single specimen of the non-spinose species
<italic>Neogloboquadrina dutertrei</italic> for comparison (Table 1). The raw dataset
has been submitted to the Sequencing Read Archive (SRA, NCBI) (Bioproject
accession number PRJNA341960; SRA accession numbers SRR4271458, SRR4271479,
SRR4271493, SRR4271505, SRR4271506, SRR4271507, Bird et al., 2017). A total
of 862 954 sequences were generated from the six samples and three controls
after quality filtering and removal of short reads (&lt; 245 bp) and
chimeric sequences (Sect. 2.6.1). In closed-reference picking, after removal
of pynast failures, all control sequences (288 985) contaminant OTUs
(including 161 282 sequences as result of the single contaminating
Bradyrhizobiaceae OTU across all six samples) and OTUs with an abundance of
less than 10 sequences across all samples, a total of 214 087 sequences were
clustered into OTUs and assigned taxonomy (Sect. 2.6.1 and 2.6.2). The
numbers of sequences and OTUs generated in individual specimens for both
closed-reference picking and de novo picking are listed in Supplement
Table S1. The OTU profiles within a specimen were highly similar between de
novo picking and closed-reference picking with normalisation by copy number
(NBCN, Sect. 2.6.2). Therefore, we present results for closed-reference
picking with NBCN and indicate when de novo picking OTUs are being
represented. Rarefaction curves (Fig. S2) for OTU richness confirmed that
sequencing depth was sufficient to capture the full bacterial assemblage
diversity.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F3"><caption><p>Fluorescence micrograph of a decalcified <italic>G. bulloides</italic> cell
examined under the TRITC filter set (excitation 540 nm, emission wavelength
&gt; 580 nm). <bold>(a)</bold> The cytoplasm from two of the chambers
is shown. The autofluorescence localised to the <inline-formula><mml:math id="M173" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 1 <inline-formula><mml:math id="M174" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m
diameter globular structures found throughout the cell is consistent with the
presence of phycoerythrin-containing <italic>Synechococcus</italic>. The white
rectangle denotes the area magnified in <bold>(b)</bold> in which the
autofluorescing structures can be seen as discrete entities demonstrating
that the cyanobacterial cell membranes are intact (see text). The white
arrowheads highlight a group of bacteria that can also be identified by DAPI
staining when examined under the DAPI filter set in <bold>(c)</bold>.</p></caption>
          <?xmltex \igopts{width=241.848425pt}?><graphic xlink:href="https://bg.copernicus.org/articles/14/901/2017/bg-14-901-2017-f03.jpg"/>

        </fig>

      <p>All replicates of <italic>G. bulloides</italic> contained a highly distinctive
assemblage of OTUs. The OTU assemblage of an individual <italic>N. dutertrei</italic>
(Table 1) sampled at the same time and from the same water mass is shown for
direct comparison of the bacterial assemblages of two morphospecies of
foraminifera (Fig. 4). Within the five BUL specimens investigated (Table 1),
37–87 % of all sequences belonged to five OTUs assigned to the
unicellular, cyanobacterial genus <italic>Synechococcus</italic> (Fig. 4). This was
by far the greatest abundance of a single genus of bacteria; no other genera,
or indeed family or order, of bacteria were found across all five BUL
specimens at relative abundances consistently more than 2 %. Therefore, the next
highest relative abundance group must be described at the class
level. Across four (BUL22, BUL23, BUL34, BUL36) of the five BUL specimens
15–31 % of sequences belonged to the class Alphaproteobacteria and were
dispersed amongst 81 OTUs. The fifth and outlying specimen (BUL37,
containing 87 % <italic>Synechococcus</italic> sequences) contained only
2.6 % Alphaproteobacteria across 37 OTUs. It contained marginally more
phylum Actinobacteria (1.8 %) and class Betaproteobacteria (1.4 %)
sequences, but the sequence abundances of these classes were more similar to
the other BUL specimens. The high relative abundance of
<italic>Synechococcus</italic> within this specimen might be due to a lack of feeding
on other bacteria or algae immediately prior to sampling, indicative of a
high turnover rate for prey bacteria and algal cells.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F4"><caption><p>Relative abundance of taxonomically assigned 16S rRNA gene
sequences from bacteria and chloroplasts within the cytoplasm of six
individual foraminifer specimens: five <italic>G. bulloides</italic>  (BUL22, BUL23, BUL34, BUL36 and
BUL37) and one <italic>N. dutertrei</italic>  specimen (DUT55). Sequences are assigned to operational
taxonomic units (OTUs) grouped at different levels of taxonomic
classification (see key). 16S rRNA gene sequences assigned to OTUs of the
genus <italic>Synechococcus</italic>  are the most abundant within <italic>G. bulloides</italic> and are at the highest level of
classification when compared to the other OTUs assigned to individual
classes or phyla.</p></caption>
          <?xmltex \igopts{width=241.848425pt}?><graphic xlink:href="https://bg.copernicus.org/articles/14/901/2017/bg-14-901-2017-f04.pdf"/>

        </fig>

      <p>There were no chloroplast-affiliated OTUs in specimens BUL22 and BUL23.
However, 6.4, 27 and 3 % of sequences in specimens BUL34, BUL36 and BUL37
respectively were allocated to chloroplast 16S rRNA gene OTUs from a variety
of sources. These were two OTUs from a mixotrophic protist belonging to the
diverse, protozoan phylum Cercozoa (Cavalier-Smith and Chao
2003); three OTUs from the phylum of
Haptophyte algae, which includes coccolithophores; eight OTUs from the phylum
Stramenopile, which includes both diatoms and chrysophyte algae; and,
finally, 13 OTUs from the group Streptophyta (an unranked clade of plants
that includes green algae).</p>
      <p>In de novo picking,<italic> G. bulloides</italic> specimens BUL34, BUL36 and BUL37
contained varying percentages of sequences (25.4, 0.3 and 1.6 % and
respectively) in three taxonomically unassigned OTUs, whereas BUL22 and BUL23
did not contain any unassigned sequences. Of all the unassigned
sequences, 94 % belonged to a single OTU (e.g. 5878 sequences in sample BUL34) that
was 99 % identical (100 % coverage of 253 bp) to an unidentified
marine bacterial clone (accession number HQ673258) retrieved from the
northeast subarctic Pacific Ocean (Allers et al., 2013). The nearest match
(87–89 % similarity over 100 % coverage) to an identified phylum was
to a large number of uncultured Verrucomicrobiae bacteria of the phylum
Verrucomicrobia from a wide range of habitats, including marine environments.
Whilst this was not a particularly close match, it is within the defined
limit of &gt; 85 % DNA identity that delineates a phylum
(Hugenholtz et al., 1998; Rappé and Giovanonni, 2003), albeit based only
on a 253 bp fragment. The variation in abundances of this OTU found in each
<italic>G. bulloides</italic> individual analysed (25 % in BUL34; 0.3 % in
BUL36 and 1.6 % in BUL37) might indicate this bacterium has a patchy
distribution and is an opportunistic food source.</p>
</sec>
<sec id="Ch1.S3.SS4">
  <title>Transmission electron microscopy</title>
      <p>Transmission electron microscopy (TEM) imaging was carried out on four
<italic>G. bulloides</italic> specimens (BUL32, BUL39, BUL69, BUL71; Table 1, Fig. 5)
to observe whether any endobionts were present within the cell. No
intracellular eukaryotic cells were observed, confirming a lack of algal
symbionts. However, numerous intact coccoid cells containing carboxysomes
(Fig. 5a) within the central cytoplasm surrounded by thylakoid membranes,
characteristic of the cyanobacterium <italic>Synechococcus</italic>, were observed
throughout the cytoplasm and also in vacuoles of all individual <italic>G. bulloides</italic> observed (Fig. 5b). Approximately 5 % of the observed
<italic>Synechococcus</italic> cells were undergoing cell division (Fig. 5c).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F5"><caption><p>Transmission electron microscope images of <italic>Synechococcus</italic>  cells inside <italic>G. bulloides.</italic> <bold>(a)</bold> A
<italic>Synechococcus</italic> cell with characteristic polyhedral carboxysomes in the central cytoplasmic
region (white arrow) surrounded by thylakoid membranes. <bold>(b)</bold> Numerous
<italic>Synechococcus</italic>  cells   within a <italic>G. bulloides</italic>  cell are observed in both the cytoplasm and vacuoles (black
arrow). This is a region of cytoplasm rich in fibrillar bodies (white arrow)
found only in planktonic foraminifera, and whose function is unknown. <bold>(c)</bold>
<italic>Synechococcus</italic>  cell   within a <italic>G. bulloides</italic>  cell undergoing cell division as indicated by the presence of a
constriction at the cell midpoint (white arrow).</p></caption>
          <?xmltex \igopts{width=241.848425pt}?><graphic xlink:href="https://bg.copernicus.org/articles/14/901/2017/bg-14-901-2017-f05.jpg"/>

        </fig>

      <p>To compare foraminiferal cellular <italic>Synechococcus</italic> concentrations with
those of the water column, the concentration of <italic>Synechococcus</italic>
cells per millilitre of foraminiferal cytoplasm was calculated by assuming a
conservative average host cell diameter of 200 <inline-formula><mml:math id="M175" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m (Spero and Lea,
1996; Aldridge et al., 2012), a spheroid morphology (Geslin et al., 2011) and
that the cytoplasm was equivalent to 75 % of the shell volume (Hannah et
al., 1994). Based on averaged cell counts from the TEM images, the total
number of <italic>Synechococcus</italic> cells within <italic>G. bulloides</italic> occupied
less than 2 % of the foraminiferal cell volume but was equivalent to
3.8 <inline-formula><mml:math id="M176" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<inline-formula><mml:math id="M177" display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">9</mml:mn></mml:msup></mml:math></inline-formula> <italic>Synechococcus</italic> cells mL<inline-formula><mml:math id="M178" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>. This is far
higher than the well established range of concentrations of
<italic>Synechococcus</italic> found throughout the global ocean that range from
1 <inline-formula><mml:math id="M179" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<inline-formula><mml:math id="M180" display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:math></inline-formula>–1.5 <inline-formula><mml:math id="M181" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<inline-formula><mml:math id="M182" display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">6</mml:mn></mml:msup></mml:math></inline-formula> <italic>Synechococcus</italic>
cells per millilitre of seawater (Partensky et al., 1999; Paerl et al., 2011).
In the Southern California Bight, <italic>Synechococcus</italic> cell counts are
generally fewer than 1.5 <inline-formula><mml:math id="M183" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<inline-formula><mml:math id="M184" display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">5</mml:mn></mml:msup></mml:math></inline-formula> cells mL<inline-formula><mml:math id="M185" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> but can reach
6 <inline-formula><mml:math id="M186" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<inline-formula><mml:math id="M187" display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">5</mml:mn></mml:msup></mml:math></inline-formula> cells mL<inline-formula><mml:math id="M188" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> during the blooms that are generally
observed in late spring to early summer (Tai and Palenik, 2009; Tai et al.,
2011). The concentration of <italic>Synechococcus</italic> in the <italic>G. bulloides</italic> cell was therefore up to 4 orders of magnitude greater than peak
bloom concentrations measured in the California Bight. This suggests that
<italic>Synechococcus</italic> cells accumulate within the cytoplasm of <italic>G. bulloides</italic> type IId.</p>
</sec>
<sec id="Ch1.S3.SS5">
  <?xmltex \opttitle{Genetic characterisation of intracellular \textit{Synechococcus}}?><title>Genetic characterisation of intracellular <italic>Synechococcus</italic></title>
      <p>Five <italic>Synechococcus</italic> OTUs were assigned in 16S rRNA gene metabarcoding
with closed-reference picking. However, more than 99 % of the BUL
<italic>Synechococcus</italic> sequences were assigned to just one of these OTUs. The
representative nucleotide sequence (253 bp) of this OTU is a 100 % match
to the coastal clade IV <italic>Synechococcus</italic> sp. strain CC9902, originally
isolated from the California Current. Two further OTUs were highly similar to
this abundant OTU and were 99 % identical to <italic>Synechococcus</italic> sp.
strain CC9902. The remaining two OTUs both had a nucleotide match of 99 %
with <italic>Synechococcus</italic> sp. strain WH8020, a clade I strain also found
typically in coastal waters. In order to confirm these clade assignments,
phylogenetic analysis (Fig. S3) of a larger (422 bp) fragment of the
<italic>Synechococcus</italic> 16S rRNA gene generated from BUL34 total DNA was
performed. Ten clones (GenBank accession numbers KX815969–KX815978)
clustered with the clade IV <italic>Synechococcus</italic> sp. strain CC9902 and two
clones (GenBank accession numbers KX815979 and KX815980) clustered with clade
I strains CC9311 (another California Current isolate) and WH8020, in
agreement with the 16S rRNA gene metabarcoding data. The topologies of the
phylogenetic trees produced were all in overall agreement with
well-established analyses of <italic>Synechococcus</italic> 16S rRNA genes (Scanlan
et al., 2009), confirming the phylogenetic resolution of the sequence data
included in the present study.</p>
      <p>In addition, a 252 bp fragment of the <italic>Synechococcus</italic> <italic>rbcL</italic>
gene was cloned and 230 bp of this clone was DNA-sequenced (GenBank
accession number KX816048) from BUL34 (Table 1). A GenBank BLAST search
(NCBI) found 100 % nucleotide sequence identity with the RuBisCo large
subunit coding region of <italic>Synechococcus</italic> sp. strain CC9902 and
92 % identity with <italic>Synechococcus</italic> sp. strain WH8020, confirming
the presence of <italic>Synechococcus</italic> sp. strain CC9902, or a very closely
related clade IV strain. The DNA of 13 further <italic>G. bulloides</italic>
specimens (Table 1) also yielded products of <inline-formula><mml:math id="M189" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 252 bp on amplification
with the <italic>Synechococcus</italic> <italic>rbcL</italic> primers confirming the
consistency of the association between <italic>G. bulloides</italic> type IId and
<italic>Synechococcus</italic> strains in the California Current year round.</p>
</sec>
</sec>
<sec id="Ch1.S4">
  <title>Discussion</title>
      <p>Our results highlight a novel endobiotic association between the usually
free-living, photoautotrophic picocyanobacterium <italic>Synechococcus</italic>
and its host, <italic>G. bulloides</italic> type IId, a genotype of a spinose
planktonic foraminiferal morphospecies, barren of protist algal symbionts.
Below, we discuss the evidence for this endobiosis, and possible roles of
<italic>Synechococcus</italic> in <italic>G. bulloides</italic> host metabolism and its
characteristic cytoplasm colouration. A better understanding of <italic>G. bulloides</italic> genotype ecology will ultimately provide ecological information
for modelling foraminiferal distribution, abundance and seasonality under
different climate regimes and improve the accuracy of the palaeoceanographic
proxy records.</p><?xmltex \hack{\newpage}?>
<sec id="Ch1.S4.SS1">
  <?xmltex \opttitle{Evidence for \textit{ Synechococcus} as an abundant endobiont of \textit{Globigerina bulloides}  type
IId}?><title>Evidence for <italic> Synechococcus</italic> as an abundant endobiont of <italic>Globigerina bulloides</italic>  type
IId</title>
      <p><italic>G. bulloides</italic> has consistently been reported to be barren of protist
algal symbionts (Febvre-Chevalier, 1971; Gastrich, 1987; Hemleben et al.,
1989; Spero and Lea, 1996). The current study supports this conclusion, since
no intact algal cells were found in any of the <italic>G. bulloides</italic> cell
sections examined using TEM. However, we do have strong evidence that
<italic>G. bulloides</italic> type IId contains large numbers of the photoautotrophic
picocyanobacterium <italic>Synechococcus</italic>. Intact <italic>Synechococcus</italic>
cells accumulate within the host cytoplasm in abundances far greater than
those found under bloom conditions in the California Bight or in any other
foraminiferal species investigated. How this association occurs is unclear,
but <italic>G. bulloides</italic> type IId is the only foraminiferal species
currently known to associate with <italic>Synechococcus</italic>, an observation that
implies a specific potentially mutualistic benefit, particularly since
<italic>G. bulloides</italic> does not exploit protist algal symbionts as in other
spinose species. Based on the observations discussed below, we propose that
these picocyanobacteria are abundant, metabolically active endobionts living
within the <italic>G. bulloides</italic> cell, rather than prey.</p>
<sec id="Ch1.S4.SS1.SSS1">
  <?xmltex \opttitle{\textit{Synechococcus} cells are intact and viable}?><title><italic>Synechococcus</italic> cells are intact and viable</title>
      <p>DNA degradation in prey items limits the success of amplification of DNA
sequences greater than <inline-formula><mml:math id="M190" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 250 bp (Pompanon et al., 2012). In this study
we targeted a 253 bp fragment of the 16S rRNA gene via metabarcoding, thus
providing information not only on intact, undigested bacteria but also on
those bacteria phagocytosed for food. Subsequent TEM imaging has enabled us
to distinguish between prey and endobiont. Indeed, TEM images have
demonstrated that, of the diversity of bacteria identified in 16S rRNA gene
metabarcoding, only <italic>Synechococcus</italic> cells were observable in the
<italic>G. bulloides</italic> cell. The <italic>Synechococcus</italic> cell membranes were
physically intact (Fig. 5a) and, whilst some <italic>Synechococcus</italic> cells
were observed within vacuoles, many were distributed throughout the cytoplasm
of <italic>G. bulloides</italic> (Fig. 5b), where digestion does not occur. As many
as 5 % of the intracellular <italic>Synechococcus</italic> population were
observed to be in the process of cell division (Fig. 5c), indicative of
actively growing, viable individuals (Campbell and Carpenter, 1986).
Significantly, Bernhard et al. (2000) considered as few as 3 % dividing
cells a substantial enough proportion of the population to suggest a
symbiotic role for the intracellular bacteria they observed in the benthic
foraminifer <italic>Buliminella tenuata</italic>. Further, successful PCR
amplification of a longer (422 bp) fragment of the <italic>Synechococcus</italic>
16S rRNA gene suggests that the <italic>Synechococcus</italic> DNA was more intact
than might be expected if it were the DNA of a prey organism (i.e.
&gt; 250 bp; Pompanon et al., 2012). This and the amplification of
a second short fragment of the <italic>rbcL</italic> gene provides additional
evidence that <italic>Synechococcus</italic> DNA was not grossly degraded by
nucleases. In further confirmation of the intact nature of the intracellular
<italic>Synechococcus</italic> population, autofluorescence in the orange/red
spectral region arising from the photosynthetic pigment phycoerythrin was
readily detected within these DNA-containing endobionts within <italic>G. bulloides</italic> (Fig. 3). Phycoerythrin, a water-soluble biliprotein found
routinely in marine <italic>Synechococcus</italic>, rapidly diffuses into the aqueous
surroundings if the cell membranes are compromised (Stewart and Farmer, 1984;
Wyman, 1992).</p>
</sec>
<sec id="Ch1.S4.SS1.SSS2">
  <?xmltex \opttitle{\textit{Synechococcus} are endobionts in marine protists}?><title><italic>Synechococcus</italic> are endobionts in marine protists</title>
      <p>Whilst <italic>Synechococcus</italic> spp. are known primarily as free-living
organisms (Waterbury et al., 1979; Richardson and Jackson, 2007), an
endobiotic lifestyle has also been observed in association with a number of
different marine protist groups. <italic>Synechococcus</italic> has been identified
in the benthic foraminifer <italic>Fursenkoina rotundata</italic>, sampled from the
benthos at 600 m using both fluorescence microscopy (identified as
cyanobacteria by Bernhard et al., 2000) and in TEM imaging (identified as
<italic>Synechococcus</italic>; Buck and Bernhard, 2006). At these depths, however,
the <italic>Synechococcus</italic> endobionts would be unable to photosynthesise,
which rules out the most obvious functional metabolic role for this potential
symbiont. <italic>Synechococcus</italic> has also been found
living embedded within the extracellular matrix surrounding a marine diatom
(Buck and Bentham, 1998), and within a polycystine radiolarian (Yuasa et al.,
2012). This study now confirms that they are also to be found within the
living cells of at least one type of planktonic foraminifer.</p>
</sec>
<sec id="Ch1.S4.SS1.SSS3">
  <?xmltex \opttitle{\textit{Synechococcus} cells accumulate in the \textit{G. bulloides}
cytoplasm}?><title><italic>Synechococcus</italic> cells accumulate in the <italic>G. bulloides</italic>
cytoplasm</title>
      <p>Intact <italic>Synechococcus</italic> cells accumulate within the <italic>G. bulloides</italic> cytoplasm at densities (<inline-formula><mml:math id="M191" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 3.8 <inline-formula><mml:math id="M192" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<inline-formula><mml:math id="M193" display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">9</mml:mn></mml:msup></mml:math></inline-formula>
cells mL<inline-formula><mml:math id="M194" display="inline"><mml:mrow><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> that are 4 orders of magnitude more concentrated than
those reported in the surrounding seawater (Tai and Palenik 2009; Tai et al.,
2011). Whilst DNA sequences from other bacteria were identified by 16S rRNA
gene metabarcoding (Fig. 4), no bacterial cells lacking carboxysomes were
observed by TEM, indicating that, unlike <italic>Synechococcus</italic>, other
bacteria were rapidly digested once taken up. Quite how
<italic>Synechococcus</italic> accumulate in the foraminiferal cell is yet to be
established. For example, does the host or endobiont instigate the
association? Are the cyanobacteria passed on via parental gametes or is the
association established via direct uptake of <italic>Synechococcus</italic> from the
water column? In the case of planktonic foraminifera harbouring protist
algae, a small number of symbionts are taken up directly from the water
column (horizontal transmission) rather than being inherited through vertical
transmission via parental gametes (Hemleben et al., 1989; Bijma et al.,
1990). Juveniles with only 2 to 3 chambers already have <inline-formula><mml:math id="M195" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 3 to 5
symbionts, and it is assumed that they are taken up from the water column
exclusively since no protist symbionts (5–10 <inline-formula><mml:math id="M196" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m cell diameter)
have been observed within the much smaller flagellated gametes
(<inline-formula><mml:math id="M197" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 2.5 <inline-formula><mml:math id="M198" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m; Hemleben et al., 1989). Although picocyanobacteria
such as <italic>Synechococcus</italic> are much smaller in size
(<inline-formula><mml:math id="M199" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 1 <inline-formula><mml:math id="M200" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m diameter) than algal symbionts and could potentially
be inherited via parental gametes, we favour the hypothesis that the
<italic>Synechococcus</italic> population within <italic>G. bulloides</italic> is similarly
taken up from the water column, despite evidence for both horizontal (Ashton
et al., 2003) and vertical transmission (Schweikert and Meyer, 2001) of
bacteria within protist hosts.</p>
      <p>To investigate the potential mode of transmission of the
<italic>Synechococcus</italic>, we compared the strain assemblages within <italic>G. bulloides</italic> to those of the surrounding water column. If the
<italic>Synechococcus</italic> endobionts were horizontally transferred to <italic>G. bulloides</italic> via uptake from the water column, we would expect that the
diversity of the internal strain assemblage would mirror that of the
surrounding waters closely. Alternatively, if the endobionts were vertically
transmitted, a degree of genetic drift would be expected between the internal
and free-living strains of <italic>Synechococcus</italic> as the result of genetic
isolation over time (Wernegreen, 2002; Bright and Bulgheresi, 2010). Off the
coast of California, the most prevalent strains of <italic>Synechococcus</italic> are
those belonging to clades I and IV (see Fuller et al., 2003) that display
seasonal population differences throughout the annual cycle (Tai and Palenik,
2009; Tai, et al., 2011). The <italic>Synechococcus</italic> 16S rRNA gene sequences
cloned from a <italic>G. bulloides</italic> specimen collected in July/August
(Table 1) show that the strain composition strongly reflects the seasonal
cladal distribution patterns that are observed in the water column at that
time of year (Tai and Palenik, 2009). Up to 100 % nucleotide identity was
found for the 16S rRNA gene clones and the <italic>rbcL</italic> gene sequences of
the internal endobionts and those of the free-living clade IV
<italic>Synechococcus</italic> sp. strain CC9902, originally isolated from waters off
the California coast. Whilst there can be a high degree of diversity among
strains seemingly closely related through <italic>rbcL</italic> and 16S rRNA gene
phylogenies, this evidence supports a strategy of horizontal rather than
vertical transmission for the <italic>G. bulloides</italic> endobionts.</p>
</sec>
<sec id="Ch1.S4.SS1.SSS4">
  <title>Intracellular OTU relative abundances do not reflect those of the
water column</title>
      <p>The intracellular 16S rRNA gene OTU profiles of <italic>G. bulloides</italic> were
very different from those of the water column assemblages, indicating uptake
of specific bacteria from the general microbial population. The foraminifer
collection site off Santa Catalina Island in the San Pedro Channel is
adjacent to the SPOT sampling location, where seasonality and trophic
interactions within the microbial assemblages in the water column have been
studied routinely for over a decade (Chow et al., 2013; Cram et al., 2015).
In both the surface waters and deep chlorophyll maximum layer, the microbial
assemblage at the SPOT sampling site is dominated by OTUs from the ubiquitous
SAR11 group (Giovannoni 1990; Morris et al., 2002) of marine
Alphaproteobacteria, which represent over 30 % of the assemblage. In
addition, members of the Actinobacteria account for approximately 15 % of
OTUs, while the picocyanobacteria represent just 2–5 % of the total
bacterioplankton. Of the latter, <italic>Prochlorococcus</italic> dominates the
assemblage although <italic>Synechococcus</italic> is also present year round (Chow
et al., 2013). The remaining 50 % of the microbial population comprises a
series of OTUs from a variety of marine bacteria each representing less than
2 % of the assemblage (Chow et al., 2013). This water column assemblage
contrasts strongly with the intracellular 16S rRNA gene OTUs of <italic>G. bulloides</italic>, where between 37 and 87 % of the total number of sequences
recovered belong to <italic>Synechococcus</italic> OTUs. It should be noted that no
amplification bias towards <italic>Synechococcus</italic> has been reported for this
primer set and data from a number of marine locations supports this (Apprill
et al., 2016). Strikingly, <italic>Prochlorococcus</italic> sequences were not
identified in the three <italic>G. bulloides</italic> specimens collected close to
the SPOT sampling location (BUL34, BUL36 and BUL37), even though
<italic>Prochlorococcus</italic> represents the majority of the picocyanobacteria in
the water column in this region. Further, &lt; 4.5 % of OTUs in the
amplified <italic>G. bulloides</italic> specimens were assigned to the Actinobacteria
(compared to <inline-formula><mml:math id="M201" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 15 % in the water column) and no OTUs of the
ubiquitous SAR11 group of Alphaproteobacteria were identified in our sample
set. However, in part this is likely to be a result of bias against SAR11
clades (Apprill et al., 2015; Walters et al., 2015) in the primer set used in
this study (Caporaso et al., 2012).</p>
      <p>The composition of the internal microbial population of the <italic>G. bulloides</italic> cells clearly does not mirror that of the surrounding water
column, highlighting the genotype-specific nature of the OTU assemblages
observed within the <italic>G. bulloides</italic> cell. This observation is
reinforced by the fact that the intracellular OTU assemblage within
<italic>G. bulloides</italic> also differs substantially from those identified within
specimens of the non-spinose species <italic>N. dutertrei</italic> (e.g. DUT55;
Fig. 4), collected at the same time and location. <italic>N. dutertrei</italic>
contains <inline-formula><mml:math id="M202" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 2 % bacterial OTUs, with the majority of OTUs
(&gt; 97 %) being assigned to Stramenopiles (a group that
includes diatoms and chrysophyte algae; 53 %) and Cercozoa (a diverse
phylum of mixotrophic protists; 44.5 %). This highlights again the
morphospecies/genotype-specific nature of the <italic>G. bulloides</italic>
intracellular OTU assemblage.</p>
</sec>
<sec id="Ch1.S4.SS1.SSS5">
  <?xmltex \opttitle{Unusual cytoplasm colouration of \textit{G. bulloides}: a role for endobiotic
\textit{Synechococcus}}?><title>Unusual cytoplasm colouration of <italic>G. bulloides</italic>: a role for endobiotic
<italic>Synechococcus</italic></title>
      <p>Living <italic>G. bulloides</italic> cells often exhibit a distinctive brown
colouration in the specimens found off the coast of California (Spero and
Lea, 1996) that is not a general feature of the other spinose species in the
region. The discovery of phycoerythrin-containing <italic>Synechococcus</italic>
within the cytoplasm of the foraminifera reported here provides a plausible
explanation for this unusual property. A number of <italic>Synechococcus</italic> strains isolated from the California Current are brown in colour owing
to the production of urobilin-rich phycoerythrins (Toledo and Palenik, 1997).
Many of the clade I and IV strains with which the <italic>G. bulloides</italic>
endobionts cluster in phylogenetic analysis are type IV chromatic adapters
that exhibit elevated concentrations of this urobilin-rich phycoerythrin (Six
et al., 2007) as well as the photoprotective carotenoid zeaxanthin (Bidigare
et al., 1989) under blue light (i.e. under the illumination conditions
typical of the oligotrophic waters off the California coast from which the
samples were obtained during the present study). The presence of these
pigments within the <italic>Synechococcus</italic> endobionts therefore probably
contributes to the unusual cytoplasm colouration observed in <italic>G. bulloides</italic> from this location.</p>
</sec>
</sec>
<sec id="Ch1.S4.SS2">
  <?xmltex \opttitle{Potential metabolic roles for the \textit{G. bulloides}
endobionts}?><title>Potential metabolic roles for the <italic>G. bulloides</italic>
endobionts</title>
      <p>There are some obvious potential metabolic benefits to each organism in a
<italic>G. bulloides</italic>–<italic>Synechococcus</italic> partnership. Firstly, the
foraminifer might benefit from a supply of photosynthetically fixed carbon,
as is the case with the foraminifera that harbour protist algal symbionts
(Caron et al., 1995; Uhle et al., 1997, 1999). If this were the sole benefit,
however, one would question why <italic>G. bulloides</italic> preferentially recruits
<italic>Synechococcus</italic> for this purpose, rather than the more conventional
algal symbionts found in other species. One possible explanation is that
<italic>G. bulloides</italic> inhabits a wide range of depths that often extend below
the photic zone and it is also common in unstable upwelling waters, where
potential algal symbionts may not thrive. <italic>Synechococcus</italic> has been
found alive in aphotic waters at depths of 600 m (Bernhard et al., 2000),
and has been shown to assimilate carbon mixotrophically (Paoli et al., 2008).
It could therefore augment phototrophy with carbon assimilated through
(photo)heterotrophy, depending on the water column depth of the host. In
addition, some <italic>Synechococcus</italic> strains within clade I and those so far
characterised in clade IV, as found in <italic>G. bulloides</italic>, are chromatic
adapters, able to modify their pigment composition and absorption properties
depending on the underwater light field (Six et al., 2007). Such adaptability
might make <italic>Synechococcus</italic> a more compatible symbiont for the
<italic>G. bulloides</italic> lifestyle.</p>
      <p>Alternatively, <italic>Synechococcus</italic> may have additional or quite separate
functional roles in association with <italic>G. bulloides</italic> beside endobiotic
photosynthetic activity within the photic zone. For example, approximately
half of the nitrogen assimilated by the host cell in the <italic>Orbulina universa</italic> foraminifer–symbiont system is transferred via the algal
symbionts, a contribution that increases further to <inline-formula><mml:math id="M203" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 90–100 % in
nitrate-depleted waters (Uhle et al., 1999). <italic>Synechococcus</italic> has a very high affinity for
combined nitrogen (e.g. nitrate, nitrite and ammonium) and
accumulates expanded stores of this
element within its
light-harvesting phycobilisomes under N-replete conditions (Wyman et al.,
1985). Likewise, <italic>Synechococcus</italic> sequesters large stores of P within
its cells as polyphosphate, even
under low external concentrations (Martin et al., 2014). These nutrient
reservoirs could be readily mobilised and exploited by the foraminiferal
cell, particularly prior to gametogenesis, when planktonic foraminifera
require extra elemental resources for DNA production (Hemleben et al., 1989).
For <italic>Synechococcus</italic>, being housed within a foraminiferal cell could
protect it from grazers and the multitude of cyanophages present in the water
column (Suttle and Chan, 1994; Mühling et al., 2005).
<italic>Synechococcus</italic> may also benefit presumably from a supply of host
metabolic by-products or from specific nutrients as products of prey
digestion.</p>
</sec>
<sec id="Ch1.S4.SS3">
  <?xmltex \opttitle{Feeding preferences and life strategy of \textit{G. bulloides}  type
IId}?><title>Feeding preferences and life strategy of <italic>G. bulloides</italic>  type
IId</title>
      <p>TEM in combination with 16S rRNA gene metabarcoding enables identification of
both bacteria and eukaryotic chloroplasts within the foraminiferal cell. This
methodology does not amplify eukaryotic, nuclear-encoded (18S) rRNA genes
and, as a result, does not provide any information about the
non-chloroplast-bearing zooplankton prey of <italic>G. bulloides</italic>.
Observations of large numbers of freshly collected specimens of <italic>G. bulloides</italic> confirm that they feed on small zooplankton prey as well as
phytoplankton (Spero and Lea, 1996). Amongst the latter, a preference for
some species of diatoms and chlorophytes over dinoflagellates or chrysophytes
has been reported (Lee et al., 1966). Interestingly, however, two of the five
<italic>G. bulloides</italic> specimens in this metabarcoding study (BUL22, BUL23)
did not contain any chloroplast DNA, indicating that they had not fed on
phytoplankton prior to sampling. However, these specimens were sampled in
November (off Bodega Head) during the period of relaxation in upwelling, from
vertically integrated net tows and may have been obtained from resident
populations as deep as 150 m. In contrast, the three individuals in which
chloroplast 16S rRNA sequences were present (BUL34, BUL36 and BUL37) were
sampled from shallow water nets in July/August (off Santa Catalina Island)
towards the end of the weak summer upwelling period. These differences in OTU
composition therefore could be as a result of location, depth or seasonal
differences in available diet. The three <italic>G. bulloides</italic> with
chloroplast sequences (6.4, 27 and 3 %, respectively) were clearly
feeding on a range of photosynthesising eukaryotes (Sect. 3.3). OTUs indicate
these to be Cercozoa (mixotrophic protists), Streptophyta (which includes green
algae), Haptophyta (which includes coccolithophores) and Stramenopiles (which includes
both diatoms and chrysophyte algae).</p>
      <p>Our data suggest that <italic>G. bulloides</italic> may also utilise bacteria as a
significant food source. <italic>G. bulloides</italic> contained 33.7–62.5 % of
non-<italic>Synechococcus</italic> bacterial sequences within the cell (BUL37 was
an outlier with only 10 %, Fig. 4), corresponding to a diverse assemblage
of 200 OTUs. We assume that these sequences are derived from prey species
because no intact bacteria lacking the carboxysomes and thylakoid membranes
found in <italic>Synechococcus</italic> were observed in TEM images of the <italic>G. bulloides</italic> cytoplasm or non-digestive vacuoles. The most abundant group of
sequences recovered (15–31 %, outlier BUL37 contained 2.6 %)
comprise 81 OTUs belonging to the class Alphaproteobacteria (including those
OTUs of the family Bradyrhizobiaceae that were not excluded as contaminants),
perhaps indicating a preferential selection of specific members within this
class. The remaining 17–47.5 % (outlier BUL37, 7.5 %) of sequences
were made up of a diverse collection representing other major phyla of
bacteria (Sect. 3.3; Fig. 4), including the Acidobacteria, Actinobacteria,
Bacteroidetes, Firmicutes and Planctomycetes and the classes Beta- and
Gammaproteobacteria of the phylum Proteobacteria.</p>
      <p><italic>G. bulloides</italic> type IId is found throughout the year in the Southern
California Bight, where it is exposed to cool upwelling periods of high
productivity and also to warmer periods characterised by more stratified,
less productive conditions (Darling et al., 2003; Darling and Wade, 2008). It
has a relatively high growth rate, possibly reproducing within 2–3 weeks
(Spero and Lea, 1996; Lombard et al., 2009). In combination with our data,
this suggests that <italic>G. bulloides</italic> type IId is a generalist predator
with an opportunistic feeding strategy, utilising bacterioplankton as well as
phyto- and zooplankton, the proportions of which may be seasonal and depth-dependent. Such opportunism may enable <italic>G. bulloides</italic> to grow and
reproduce rapidly within its diverse habitat. We propose two hypotheses for
the life strategy of <italic>G. bulloides</italic> type IId to survive the challenges
presented within the broad seasonal changes in the region. The first is that
it is a mixotrophic feeder (Mitra et al., 2016) and that the
<italic>Synechococcus</italic> endobionts are photosynthesising symbionts
contributing fixed carbon to the foraminiferal host. In this scenario, they
would be fulfilling a functional role similar to that of algal symbionts in
other spinose species, and in particular could provide additional resources
during the maximum growth phase of the shallow-dwelling juveniles.
Alternatively, or concurrently, <italic>Synechococcus</italic> may be exploited by
<italic>G. bulloides</italic> type IId for its nutrient assimilation and storage
capacity and then digested as an extra energy, nitrogen and phosphate source
for DNA replication at reproduction.</p>
</sec>
<sec id="Ch1.S4.SS4">
  <title>The importance of genotype ecology</title>
      <p>Since <italic>G. bulloides</italic> occurs in great abundance in cool, high latitudes
and mid- to lower-latitude upwelling systems (Kleijne et al., 1989; Naidu and
Malmgren, 1996), it is one of the most commonly used planktonic foraminifera
for palaeoclimate reconstruction (Sautter and Thunell, 1991; Spero and Lea
1996). In order to reconstruct past changes in oceanic conditions using the
shell geochemical data, it is important to obtain a thorough understanding of
the relationship between foraminiferal ecology and the geochemistry of its
shell. This relationship is based on the assumption that each foraminiferal
morphospecies represents a genetically continuous species with a unique
habitat preference. However, since <italic>G. bulloides</italic> inhabits such a wide
range of different ecosystems, it is not surprising that several ecologically
distinct genotypes have been recognised (Darling et al., 1999; Kucera and
Darling, 2002; Darling and Wade, 2008; Seears et al., 2012; Morard et al.,
2013). Indeed, recent species delineation studies support species status for
several of the <italic>G. bulloides</italic> genotypes (André et al., 2014),
including <italic>G. bulloides</italic> type IId. Such diversity could result in
genotype-specific geochemical signatures across the morphospecies
(Healy-Williams, 1985; Bijma et al., 1998; de Vargas, 2001; Kucera and
Kennet, 2002; Sadekov et al., 2016). Both Kucera and Darling (2002) and
Morard et al. (2013) have demonstrated that, based on ecological knowledge,
integrating <italic>G. bulloides</italic> genotypes into assemblage-based SST
reconstructions significantly improves resolution. This demonstrates the
value in understanding the ecology of genotypes within a morphospecies and
the necessity of establishing whether the association between <italic>G. bulloides</italic> type IId and <italic>Synechococcus</italic> is universal across this
foraminiferal morphospecies complex.</p>
</sec>
<sec id="Ch1.S4.SS5">
  <title>Implications for palaeoceanography</title>
      <p>The discovery of intracellular bacteria within a palaeoceanographically
significant foraminiferal host may lead to a significant improvement in our
current understanding of foraminiferal shell geochemistry. The carbon
isotopic composition of planktonic foraminifera has the potential to help
reconstruct changes in the chemocline of the surface ocean, providing
insights into changes in ocean circulation (Spero et al., 2003). However,
the interpretation of <inline-formula><mml:math id="M204" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C data is often complicated by poor
understanding of the causes of offsets between shell <inline-formula><mml:math id="M205" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C and
the <inline-formula><mml:math id="M206" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C of the dissolved inorganic carbon from which
foraminifera build their shells. In particular, the <inline-formula><mml:math id="M207" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C of <italic>G. bulloides</italic>
shells deviates from predicted values more than that of any other extant
species (Deuser et al., 1981; Kahn and Williams, 1981; Curry and Matthews,
1981; Kroon and Darling, 1995; Spero and Lea, 1996; Bijma et al., 1999),
implying consistent use of metabolic carbon during calcification by this
morphospecies (Deuser et al., 1981).</p>
      <p>Symbiont photosynthesis as well as symbiont and host respiration alters the
chemical microenvironment surrounding the host shell, which in turn
influences their shell geochemical signatures (Rink et al., 1998;
Wolf-Gladrow et al., 1999; Eggins et al., 2004). In this <italic>G. bulloides</italic>/<italic>Synechococcus</italic> association, respiration of both endobiont
and host would contribute <inline-formula><mml:math id="M208" display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:math></inline-formula>C-depleted CO<inline-formula><mml:math id="M209" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> to the calcifying
microenvironment (Spero and Lea, 1996), whilst <italic>Synechococcus</italic>
photosynthesis would counteract this by preferentially removing
<inline-formula><mml:math id="M210" display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">12</mml:mn></mml:msup></mml:math></inline-formula>CO<inline-formula><mml:math id="M211" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> and hence elevating <inline-formula><mml:math id="M212" display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:math></inline-formula>C <inline-formula><mml:math id="M213" display="inline"><mml:mo>/</mml:mo></mml:math></inline-formula> <inline-formula><mml:math id="M214" display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">12</mml:mn></mml:msup></mml:math></inline-formula>C ratios in the
remaining dissolved CO<inline-formula><mml:math id="M215" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>, as occurs in protist algal symbiont-bearing
planktonic foraminifera (Spero et al., 1997). The large offset towards
<inline-formula><mml:math id="M216" display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:math></inline-formula>C-depleted values measured in <italic>G. bulloides</italic> suggests that
<italic>Synechococcus</italic> respiration dominates the shell geochemical signature,
and implies that photosynthesis is not the primary role of
<italic>Synechococcus</italic> in this association (Sect. 4.2). The presence of
metabolically active <italic>Synechococcus</italic> in <italic>G. bulloides</italic> type
IId therefore may account for the unusual shell <inline-formula><mml:math id="M217" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">13</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>C determined
via culture-based studies conducted at Santa Catalina Island. Since
<italic>G. bulloides</italic> type IId is abundant here, it is unlikely that
variation in genotype has contributed to uncertainties in these calibrations,
but applying these culture-based calibrations to other regions in which
different genotypes dominate may produce erroneous results (Darling et al.,
2003). It is therefore of particular importance to determine whether the
<italic>Synechococcus</italic>/<italic>G. bulloides</italic> association exists in other
<italic>G. bulloides</italic> genotypes in order to generate and apply
genotype-specific palaeoclimate calibrations.</p>
</sec>
</sec>
<sec id="Ch1.S5" sec-type="conclusions">
  <title>Conclusions</title>
      <p>This is the first report of bacterial endobionts within a planktonic
foraminiferal species. Our results show that the picocyanobacteria
<italic>Synechococcus</italic> is found in large numbers within the protist algal
symbiont-barren foraminifer, <italic>G. bulloides</italic>. <italic>Synechococcus</italic> is
taken up from the water column by the host and lives and divides within
the host cytoplasm at substantially higher concentrations (<inline-formula><mml:math id="M218" display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 4 orders
of magnitude) than those found in the surrounding seawater.
Its role is not yet known, but
its potential for both phototrophy
and (photo)heterotrophy makes <italic>Synechococcus</italic> an ideal symbiont for
<italic>G. bulloides</italic> as it occupies water depths both within and below the
photic zone. Additionally, the ability of <italic>Synechococcus</italic> to store P
as polyphosphate, and N within biliproteins under nitrogen-replete
conditions, would be beneficial for a foraminiferal host exhibiting fast
reproductive turnover, with a high nutrient and energy demand at
gametogenesis. Further experiments are required on the <italic>G. bulloides</italic>
type IId/<italic>Synechococcus</italic> association to elucidate the full
relationship between the two organisms. More investigations are also needed
of the <italic>G. bulloides</italic> morphospecies globally in order to determine how
widespread the association is to improve understanding and accuracy of this
species as a palaeoclimate proxy.</p>
      <p>In this study we have demonstrated that 16S rRNA gene metabarcoding of the
intracellular DNA of planktonic foraminifera and TEM has the potential to
provide new insights into the biological associations and seasonal feeding
preferences of ecologically distinct genotypes of planktonic foraminifera.
With the addition of 18S rRNA gene metabarcoding to target protist and
multicellular zooplankton, next-generation DNA sequencing technologies could
transform the usefulness and accuracy of planktonic foraminiferal global
distribution and seasonality models by providing the essential ecological
information currently unavailable (Fraile et al., 2008; Lombard et al.,
2011; Roy et al., 2015).</p>
</sec>
<sec id="Ch1.S6">
  <title>Data availability</title>
      <p>Sanger DNA sequences are available from Genbank at
<uri>http://www.ncbi.nlm.nih.gov</uri>, under accession numbers KX816046,
KX816047, KX815969-KX815980 and KX816048. The Illumina next-generation
sequencing dataset is available at
<uri>http://www.ncbi.nlm.nih.gov/bioproject/?term=PRJNA341960</uri> (Bird et al.,
2017) in the Sequencing Read Archive (SRA); BioProject accession number
PRJNA341960; SRA run accession numbers SRR4271458, SRR4271479, SRR4271493,
SRR4271505, SRR4271506 and SRR4271507 (Bird et al., 2017).</p>
</sec>

      
      </body>
    <back><app-group>
        <supplementary-material position="anchor"><p><bold>The Supplement related to this article is available online at <inline-supplementary-material xlink:href="http://dx.doi.org/10.5194/bg-14-901-2017-supplement" xlink:title="pdf">doi:10.5194/bg-14-901-2017-supplement</inline-supplementary-material>.</bold></p></supplementary-material>
        </app-group><notes notes-type="authorcontribution">

      <p>Clare Bird conceived and devised the project and methods, carried out the lab
work and prepared the manuscript. Kate F. Darling and Bryne T. Ngwenya advised on methodology.
Ann D. Russell, Catherine V. Davis and Jennifer Fehrenbacher collected
planktonic foraminifera. Andrew Free contributed to next-generation
sequencing and analysis. Michael Wyman contributed to analysis of
<italic>Synechococcus</italic> DNA. Clare Bird and Kate F. Darling wrote the
manuscript with contributions from all co-authors.</p>
  </notes><notes notes-type="competinginterests">

      <p>The authors declare that they have no conflict of interest.</p>
  </notes><ack><title>Acknowledgements</title><p>Clare Bird is a Daphne Jackson Fellow sponsored by NERC and the University of
Edinburgh via the Daphne Jackson Trust. This work was also supported by a NERC
award to Michael Wyman (ref: NE/K015095/1). Field collections were supported by the NSF (grant
number OCE-1261519). The authors would like to sincerely thank
Bärbel Hönisch for collecting foraminifera for this study in
July/August 2013. Thanks are also extended to Edinburgh Genomics and
Steve Mitchell and Dave Kelly of Edinburgh University for microscopy
assistance. <?xmltex \hack{\newline}?><?xmltex \hack{\newline}?> Edited by:
H. Kitazato<?xmltex \hack{\newline}?> Reviewed by: two anonymous referees</p></ack><ref-list>
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    <!--<article-title-html>Cyanobacterial endobionts within a major marine planktonic calcifier (<i>Globigerina bulloides</i>, Foraminifera) revealed by 16S rRNA metabarcoding</article-title-html>
<abstract-html><p class="p">We investigated the possibility of bacterial symbiosis in <i>Globigerina
bulloides</i>, a palaeoceanographically important, planktonic foraminifer. This
marine protist is commonly used in micropalaeontological investigations of
climatically sensitive subpolar and temperate water masses as well as
wind-driven upwelling regions of the world's oceans. <i>G. bulloides</i> is
unusual because it lacks the protist algal symbionts that are often found in
other spinose species. In addition, it has a large offset in its stable
carbon and oxygen isotopic compositions compared to other planktonic
foraminifer species, and also that predicted from seawater equilibrium. This
is suggestive of novel differences in ecology and life history of <i>G.
bulloides</i>, making it a good candidate for investigating the potential for
bacterial symbiosis as a contributory factor influencing shell calcification.
Such information is essential to evaluate fully the potential response of
<i>G. bulloides</i> to ocean acidification and climate change. To
investigate possible ecological interactions between <i>G. bulloides</i>
and marine bacteria, 18S rRNA gene sequencing, fluorescence microscopy,
16S rRNA gene metabarcoding and transmission electron microscopy (TEM) were
performed on individual specimens of <i>G. bulloides</i> (type IId)
collected from two locations in the California Current. Intracellular DNA
extracted from five <i>G. bulloides</i> specimens was subjected to 16S rRNA
gene metabarcoding and, remarkably, 37–87 % of all 16S rRNA gene
sequences recovered were assigned to operational taxonomic units (OTUs) from
the picocyanobacterium <i>Synechococcus</i>. This finding was supported by
TEM observations of intact <i>Synechococcus</i> cells in both the cytoplasm
and vacuoles of <i>G. bulloides</i>. Their concentrations were up to 4
orders of magnitude greater inside the foraminifera than those reported for
the California Current water column
and approximately 5 % of the intracellular <i>Synechococcus</i> cells
observed were undergoing cell division. This suggests that
<i>Synechococcus</i> is an endobiont of <i>G. bulloides</i> type IId,
which is the first report of a bacterial endobiont in the planktonic
foraminifera. We consider the potential roles of <i>Synechococcus</i> and
<i>G. bulloides</i> within the relationship and the need to determine how
widespread the association is within the widely distributed <i>G.
bulloides</i> morphospecies. The possible influence of <i>Synechococcus</i>
respiration on <i>G. bulloides</i> shell geochemistry is also explored.</p></abstract-html>
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