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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2017.00967</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Diversity and Activity of Diazotrophs in Great Barrier Reef Surface Waters</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Messer</surname> <given-names>Lauren F.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/191001/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Brown</surname> <given-names>Mark V.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/92181/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Furnas</surname> <given-names>Miles J.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Carney</surname> <given-names>Richard L.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>McKinnon</surname> <given-names>A. D.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/54801/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Seymour</surname> <given-names>Justin R.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/176426/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Climate Change Cluster, School of Life Sciences, University of Technology Sydney, Sydney</institution> <country>NSW, Australia</country></aff>
<aff id="aff2"><sup>2</sup><institution>School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney</institution> <country>NSW, Australia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Australian Institute of Marine Science, Townsville</institution> <country>QLD, Australia</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: <italic>Lasse Riemann, University of Copenhagen, Denmark</italic></p></fn>
<fn fn-type="edited-by"><p>Reviewed by: <italic>Hanna Maria Farnelid, Linnaeus University, Sweden; Carolin Regina L&#x00F6;scher, University of Southern Denmark Odense, Denmark</italic></p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x002A;Correspondence: <italic>Lauren F. Messer, <email>laurenfrances.messer@student.uts.edu.au</email></italic></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Aquatic Microbiology, a section of the journal Frontiers in Microbiology</p></fn></author-notes>
<pub-date pub-type="epub">
<day>07</day>
<month>06</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>8</volume>
<elocation-id>967</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>01</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>05</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2017 Messer, Brown, Furnas, Carney, McKinnon and Seymour.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Messer, Brown, Furnas, Carney, McKinnon and Seymour</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Discrepancies between bioavailable nitrogen (N) concentrations and phytoplankton growth rates in the oligotrophic waters of the Great Barrier Reef (GBR) suggest that undetermined N sources must play a significant role in supporting primary productivity. One such source could be biological dinitrogen (N<sub>2</sub>) fixation through the activity of &#x201C;diazotrophic&#x201D; bacterioplankton. Here, we investigated N<sub>2</sub> fixation and diazotroph community composition over 10&#x00B0; S of latitude within GBR surface waters. Qualitative N<sub>2</sub> fixation rates were found to be variable across the GBR but were relatively high in coastal, inner and outer GBR waters, reaching 68 nmol L<sup>-1</sup> d<sup>-1</sup>. Diazotroph assemblages, identified by amplicon sequencing of the <italic>nifH</italic> gene, were dominated by the cyanobacterium <italic>Trichodesmium erythraeum</italic>, &#x03B3;-proteobacteria from the Gamma A clade, and &#x03B4;-proteobacterial phylotypes related to sulfate-reducing genera. However, diazotroph communities exhibited significant spatial heterogeneity, correlated with shifts in dissolved inorganic nutrient concentrations. Specifically, heterotrophic diazotrophs generally increased in relative abundance with increasing concentrations of phosphate and N, while <italic>Trichodesmium</italic> was proportionally more abundant when concentrations of these nutrients were low. This study provides the first in-depth characterization of diazotroph community composition and N<sub>2</sub> fixation dynamics within the oligotrophic, N-limited surface waters of the GBR. Our observations highlight the need to re-evaluate N cycling dynamics within oligotrophic coral reef systems, to include diverse N<sub>2</sub> fixing assemblages as a potentially significant source of dissolved N within the water column.</p>
</abstract>
<kwd-group>
<kwd>N<sub>2</sub> fixation</kwd>
<kwd>Great Barrier Reef</kwd>
<kwd>diazotrophs</kwd>
<kwd>diversity</kwd>
<kwd>nifH amplicon sequencing</kwd>
</kwd-group>
<contract-num rid="cn001">DP120102764</contract-num>
<contract-num rid="cn001">DP150102326</contract-num>
<contract-num rid="cn001">FT130100218</contract-num>
<contract-num rid="cn001">DP0988002</contract-num>
<contract-sponsor id="cn001">Australian Research Council<named-content content-type="fundref-id">10.13039/501100000923</named-content></contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="90"/>
<page-count count="16"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec><title>Introduction</title>
<p>The Great Barrier Reef (GBR), situated within the tropical waters of north-eastern Australia, is the largest continuous coral reef in the world and a region of high biological productivity (<xref ref-type="bibr" rid="B30">Furnas, 2003</xref>). Forming a natural barrier between coastal waters and the oligotrophic Coral Sea, the GBR is a biologically and biogeochemically dynamic system that is influenced by both localized hydrodynamic features (e.g., riverine discharge) (<xref ref-type="bibr" rid="B21">Devlin and Brodie, 2005</xref>; <xref ref-type="bibr" rid="B81">Waterhouse et al., 2012</xref>) and large-scale oceanographic processes (e.g., Coral Sea inflow and upwelling events) (<xref ref-type="bibr" rid="B34">Furnas and Mitchell, 1996</xref>; <xref ref-type="bibr" rid="B9">Brinkman et al., 2002</xref>; <xref ref-type="bibr" rid="B16">Choukroun et al., 2010</xref>).</p>
<p>Concentrations and sources of particulate and dissolved nutrients in GBR waters vary across spatial gradients, such as between inshore and offshore regions (<xref ref-type="bibr" rid="B33">Furnas et al., 1995</xref>, <xref ref-type="bibr" rid="B31">2011</xref>), but bioavailable forms of dissolved inorganic nutrients are generally low (&#x003C;0.05 &#x03BC;M) (<xref ref-type="bibr" rid="B31">Furnas et al., 2011</xref>). Excess concentrations of phosphate compared to dissolved inorganic nitrogen (N:P, 1&#x2013;3.5) indicate that nitrogen (N) could be a limiting nutrient for phytoplankton growth (<xref ref-type="bibr" rid="B31">Furnas et al., 2011</xref>). Indeed, NH<sub>4</sub><sup>+</sup> and NO<sub>3</sub><sup>-</sup> stocks are typically turned over by phytoplankton within a matter of hours (<xref ref-type="bibr" rid="B32">Furnas et al., 2005</xref>). However, while low dissolved inorganic N to chlorophyll <italic>a</italic> ratios indicate that phytoplankton growth cannot be supported for more than one doubling of biomass, the measured growth rates of phytoplankton populations across the reef are paradoxically high (<xref ref-type="bibr" rid="B32">Furnas et al., 2005</xref>). This discrepancy between bioavailable N and phytoplankton growth rate suggests that additional N sources play a significant role in supporting the phytoplankton assemblages within the pelagic waters of the GBR. One such N source could be provided by the activity of dinitrogen (N<sub>2</sub>) fixing bacteria (diazotrophs).</p>
<p>Diazotroph activity is known to be an important source of bioavailable N within a number of discrete habitats in coral reefs systems. For example, N<sub>2</sub> fixing lineages of proteobacteria and cyanobacteria are known constituents of the coral holobiont (<xref ref-type="bibr" rid="B52">Lema et al., 2012</xref>, <xref ref-type="bibr" rid="B53">2014</xref>; <xref ref-type="bibr" rid="B74">Santos et al., 2014</xref>; <xref ref-type="bibr" rid="B90">Zhang et al., 2016</xref>), supplying fixed N to symbiotic <italic>Symbiodinium</italic> (<xref ref-type="bibr" rid="B54">Lesser et al., 2007</xref>; <xref ref-type="bibr" rid="B14">Ceh et al., 2013</xref>). N<sub>2</sub> fixation has also been identified as an important process within coral reef sediments, contributing significantly toward NH<sub>4</sub><sup>+</sup> pools within upper sediment layers (<xref ref-type="bibr" rid="B11">Capone et al., 1992</xref>; <xref ref-type="bibr" rid="B1">Alongi et al., 2006</xref>). In addition, particularly high rates of N<sub>2</sub> fixation, attributable to the cyanobacterium <italic>Calothrix</italic>, have been reported within microbial mats on intertidal reef flats (<xref ref-type="bibr" rid="B83">Wiebe et al., 1975</xref>; <xref ref-type="bibr" rid="B50">Larkum et al., 1988</xref>).</p>
<p>In addition to symbiotic and benthic N<sub>2</sub> fixation, pelagic diazotrophic cyanobacteria have also been shown to be abundant (<xref ref-type="bibr" rid="B2">Bell et al., 1999</xref>; <xref ref-type="bibr" rid="B6">Biegala and Raimbault, 2008</xref>) and active (<xref ref-type="bibr" rid="B41">Hewson et al., 2007</xref>) in the water column of coral reef lagoons. An earlier study of N<sub>2</sub> fixation by the photoautotrophic cyanobacterium <italic>Trichodesmium</italic> in northern GBR waters suggested its potential importance in the provision of fixed N to primary production (<xref ref-type="bibr" rid="B2">Bell et al., 1999</xref>). However, within the Heron Island Lagoon on the GBR, <xref ref-type="bibr" rid="B41">Hewson et al. (2007)</xref> demonstrated for bacterioplankton possessing the <italic>nifH</italic> gene, which encodes a subunit of the dinitrogenase reductase enzyme, diazotrophs were most similar to microbial mat and sediment-associated cyanobacteria and proteobacteria. While <italic>Trichodesmium</italic> and other typically planktonic phylotypes were only detected within <italic>nifH</italic> transcripts, suggesting they may be active but rare members of the pelagic diazotrophic assemblage in this region (<xref ref-type="bibr" rid="B41">Hewson et al., 2007</xref>).</p>
<p>While the significance of N<sub>2</sub> fixation for providing bioavailable N to coral reef ecosystems has been demonstrated by the quantitative incorporation of sedimentary and benthic reef flat N<sub>2</sub> fixation rates into a GBR N budget, the contribution of pelagic N<sub>2</sub> fixation to GBR N cycling is less well-understood (<xref ref-type="bibr" rid="B31">Furnas et al., 2011</xref>). The limited available information on the diversity, abundance and activity of diazotrophic bacteria within pelagic GBR environments has hindered efforts to develop a complete N budget for the GBR (<xref ref-type="bibr" rid="B31">Furnas et al., 2011</xref>). To address this gap, we measured N<sub>2</sub> fixation rates and determined diazotroph community composition and abundance within GBR surface waters. Further, we investigated relationships between the observed spatial patterns in diazotroph assemblage structure and the prevailing biotic and abiotic environmental characteristics across the GBR.</p>
</sec>
<sec id="s1" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec><title>Sample Collection</title>
<p>Sampling was conducted during the Austral winter (6&#x2013;18th July 2014), on a research voyage aboard the R/V <italic>Cape Ferguson</italic> (Australian Institute of Marine Science cruise 5913). The Austral winter coincides with the tropical dry season for the GBR, during which time GBR waters are generally characterized by reduced concentrations of dissolved inorganic N, phosphorous, and chlorophyll <italic>a</italic>, and consequently lower rates of primary production compared to Austral summer, the tropical wet season (<xref ref-type="bibr" rid="B32">Furnas et al., 2005</xref>).</p>
<p>Seawater samples were collected using 10 L Niskin bottles mounted to a hydrographic wire from sub-surface waters (5 m), to ensure that only pelagic diazotrophs were sampled while avoiding benthic contamination. Temperature, salinity and chlorophyll fluorescence were determined using a Seabird SEB19+ Conductivity-Temperature-Depth recorder. Raw chlorophyll fluorescence readings from the CTD (Wetlabs Wetstar chlorophyll fluorometer) were empirically calibrated to <italic>in situ</italic> chlorophyll <italic>a</italic> (&#x03BC;g L<sup>-1</sup>) by building a calibration regression between fluorescence and discrete chlorophyll measurements from Niskin samples.</p>
</sec>
<sec><title>Dissolved Inorganic Nutrient Analyses</title>
<p>Samples for dissolved inorganic nutrient analyses, including NO<sub>x</sub> (NO<sub>3</sub><sup>-</sup> + NO<sub>2</sub><sup>-</sup>), PO<sub>4</sub><sup>3-</sup> and SiO<sub>4</sub><sup>4-</sup> (45 ml) were passed through a 0.45 &#x03BC;m (Filtropur, Sarsedt) syringe filter, collected in 50 ml Falcon tubes and stored at -20&#x00B0;C. Concentrations of NO<sub>x</sub>, PO<sub>4</sub><sup>3-</sup>, SiO<sub>4</sub><sup>4-</sup>, were determined on a Flow Injection Analyzer (Lachat QuikChem 8000) at the Office for Environment and Heritage (Sydney, NSW, Australia), with a limit of detection of 0.01 &#x03BC;M. In addition, ammonium concentrations were analyzed at sea immediately after collection using the OPA fluorometric method (<xref ref-type="bibr" rid="B42">Holmes et al., 1999</xref>).</p>
</sec>
<sec><title>Flow Cytometric Analyses</title>
<p>Triplicate 1 ml samples for microbial cell enumeration using flow cytometry (FCM) were fixed with glutaraldehyde (2% final concentration), snap frozen and stored in liquid nitrogen on-board, prior to -80&#x00B0;C storage post-voyage. Prior to FCM analysis, samples were quick-thawed and divided to enable the separate enumeration of bacteria (200 &#x03BC;l) and autofluorescent picophytoplankton (800 &#x03BC;l). Samples for bacterial enumeration were stained with SYBR Green I [1:10,000] (Invitrogen Molecular Probes, United States), while picophytoplankton samples were analyzed unstained. For both sample types, 1 &#x03BC;m diameter fluorescent microspheres (Invitrogen Molecular Probes) were added as an internal reference (<xref ref-type="bibr" rid="B58">Marie et al., 1997</xref>; <xref ref-type="bibr" rid="B36">Gasol and del Giorgio, 2000</xref>). Samples were analyzed using a Becton Dickinson LSR II flow cytometer (BD Biosciences), with bacteria discriminated according to SYBR Green fluorescence and side-scatter, while picophytoplankton populations were discriminated according to orange (phycoerthyrin) fluorescence, red (chlorophyll <italic>a)</italic> fluorescence and side-scatter (<xref ref-type="bibr" rid="B76">Seymour et al., 2007</xref>). All data were analyzed using Cell-Quest Pro software (BD Biosciences).</p>
</sec>
<sec><title>Dinitrogen Fixation Incubation</title>
<p>For quantification of particulate carbon and N concentrations, and natural abundance stable isotope analyses (&#x03B4;<sup>15</sup>N, T<sub>0</sub> for N<sub>2</sub> fixation incubations), between 1 and 4 L of seawater was filtered onto a pre-combusted glass fiber filter (GF/F, 0.7 &#x03BC;m pore size, Whatman, United Kingdom), and stored at -20&#x00B0;C. Post-voyage, natural abundance filters were dried at 60&#x00B0;C for 48 h before being analyzed on an elemental analyzer (Thermo Finnigan MAT Conflo IV) coupled to an isotope ratio mass spectrometer (Thermo Finnigan Delta XP; limit of detection = 15 &#x03BC;g N per filter) (Research Corporation of the University of Hawaii).</p>
<p>At each station, triplicate 4 L polycarbonate, HCl clean Nalgene incubation bottles were filled via silicone tubing directly from Niskin bottles. Bottles were capped with septa without introducing headspace, then injected with 3 ml <sup>15</sup>N<sub>2</sub> gas (98 atom%, Sigma&#x2013;Aldrich, Australia) and inverted 100 times, leading to a theoretical enrichment of 7&#x2013;8 atom%, assuming complete dissolution of the <sup>15</sup>N<sub>2</sub> gas bubble (<xref ref-type="bibr" rid="B68">Montoya et al., 1996</xref>). Efforts were made to ensure that all injections occurred during the middle of the light period (approximately between 10 am and 2 pm). Bottles were incubated in deck-board incubators filled with continuously flowing surface sea water and shaded with Lee Filters 061 Mist Blue filter (Andover, United Kingdom) to replicate <italic>in situ</italic> light levels. After &#x223C;24 h, incubations were terminated by filtration onto pre-combusted GF/F (0.7 &#x03BC;m pore size, Whatman) and frozen at -20&#x00B0;C.</p>
<p>Post-voyage, enriched filters were dried separately from the natural abundance filters at 60&#x00B0;C for 48 h, and isotopic composition along with total particulate N and carbon were determined using an elemental analyzer (Thermo Finnigan MAT Conflo IV) coupled to an isotope ratio mass spectrometer (Thermo Finnigan Delta XP; limit of detection = 15 &#x03BC;g N per filter) (Research Corporation of the University of Hawaii). Volumetric assimilation rates were calculated as previously described (<xref ref-type="bibr" rid="B68">Montoya et al., 1996</xref>), using a corrected atom% enrichment value of 75% of the theoretical (<xref ref-type="bibr" rid="B64">Mohr et al., 2010</xref>), and are considered qualitative due to the known incomplete dissolution of the <sup>15</sup>N<sub>2</sub> gas bubble (<xref ref-type="bibr" rid="B64">Mohr et al., 2010</xref>; <xref ref-type="bibr" rid="B38">Gro&#x00DF;kopf et al., 2012</xref>).</p>
</sec>
<sec><title>DNA Collection and Extraction</title>
<p>Triplicate 2&#x2013;4 L seawater samples were immediately filtered onto 0.2 &#x03BC;m membrane filters (Durapore, Merck Millipore) and stored at -20&#x00B0;C on-board (1&#x2013;12 days), before being stored at -80&#x00B0;C post-voyage. Microbial community DNA was extracted from preserved filters using the PowerWater DNA Extraction Kit (MoBio Laboratories, Carlsbad, CA, United States) according to the manufacturer&#x2019;s instructions, with the exception of an additional 10 min heating step with solution PW1 to 60&#x00B0;C prior to 10 min of bead beating, to ensure complete cell lysis. DNA yield was quantified using a Broad Range DNA Qubit<sup>TM</sup> Assay (Invitrogen, Thermo Fisher Scientific, Scoresby, VIC, Australia) with a Qubit<sup>TM</sup> 2.0 Fluorometer.</p>
</sec>
<sec><title>Amplicon Sequencing Analysis</title>
<p>The composition of the diazotrophic assemblage at each site was determined using a nested PCR protocol targeting a 327 base pair region of the <italic>nifH</italic> gene for biological replicates (<italic>n</italic> = 3) pooled in equal volumes. The two sets of degenerate primers included the nifH3 (5&#x2032;-ATRTTRTTNGCNGCRTA-3&#x2032;) reverse and nifH4 (5&#x2032;-TTYTAYGGNAARGGNGG-3&#x2032;) forward primer pair, followed by the nifH1 (5&#x2032;-TGYGAYCCNAARGCNGA-3&#x2032;) forward and the nifH2 reverse (5&#x2032;-ADNGCCATCATYTCNCC-3&#x2032;) primer pair (<xref ref-type="bibr" rid="B87">Zehr and McReynolds, 1989</xref>; <xref ref-type="bibr" rid="B89">Zehr and Turner, 2001</xref>). PCR was performed using the following conditions: 95&#x00B0;C (2 min) initial denaturation and 30 cycles of 95&#x00B0;C denaturation (1 min), 48&#x00B0;C annealing (1 min) and 72&#x00B0;C extension (1 min), followed by a final extension at 72&#x00B0;C (10 min). The nucleotide composition of <italic>nifH</italic> amplicons were identified using 454 pyrosequencing (Roche, FLX Titanium; Molecular Research LP) after an additional 10 PCR cycles with custom barcoded nifH1 and nifH2 primers under the same reaction conditions (<xref ref-type="bibr" rid="B22">Dowd et al., 2008</xref>; <xref ref-type="bibr" rid="B61">Messer et al., 2015a</xref>), with between 5110 and 10860 sequences retrieved per sample (3561&#x2013;7939 high quality sequences; Supplementary Table <xref ref-type="supplementary-material" rid="SM1">1</xref>). These sequences have been submitted to the Sequence Read Archive under accession numbers <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="SRR3502520">SRR3502520</ext-link>- <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="SRR3502530">SRR3502530</ext-link>.</p>
<p>The open source software &#x201C;Quantitative Insights into Microbial Ecology&#x201D; (QIIME) (<xref ref-type="bibr" rid="B12">Caporaso et al., 2010a</xref>) was used to analyze and process amplicon sequencing data. Raw <italic>nifH</italic> sequences were quality filtered, such that sequences with a quality score &#x003C;25 and reads &#x003C;200 base pairs in length were removed and subject to reference-based and <italic>de novo</italic> chimera removal using USEARCH61 with default parameters (<xref ref-type="bibr" rid="B24">Edgar, 2010</xref>). The reference database for chimera removal comprised unaligned <italic>nifH</italic> sequences exported from a custom <italic>nifH</italic> database (<xref ref-type="bibr" rid="B86">Zehr et al., 2003</xref>; <xref ref-type="bibr" rid="B40">Heller et al., 2014</xref>). Sequences were then clustered into operational taxonomic units (OTUs) at 97% nucleotide sequence identity using UCLUST, whereby <italic>nifH</italic> sequences within 3% of the most abundant read were assigned as OTUs (<xref ref-type="bibr" rid="B24">Edgar, 2010</xref>). An OTU by sample table was generated and filtered to remove low abundance OTUs (&#x003C;50 sequences in total), then rarefied to the lowest number of sequences per sample (1394 sequences), resulting in a total of 92 OTUs. The FrameBot tool from the FunGene pipeline was used to identify any stop codons and correct frameshifts, and to simultaneously assign taxonomy based on amino acid identity (AAI) and alignment of the 92 OTUs to the Ribosomal Database Project <italic>nifH</italic> database (<xref ref-type="bibr" rid="B29">Fish et al., 2013</xref>). The PyNAST (<xref ref-type="bibr" rid="B13">Caporaso et al., 2010b</xref>) tool was then used with default parameters to BLAST and align representative nucleotide sequences from <italic>nifH</italic> OTUs to the closest <italic>nifH</italic> sequence in an aligned custom <italic>nifH</italic> database (exported from Arb) (<xref ref-type="bibr" rid="B86">Zehr et al., 2003</xref>; <xref ref-type="bibr" rid="B40">Heller et al., 2014</xref>). A maximum likelihood phylogenetic tree was generated from aligned OTUs (92 sequences) and publically available <italic>nifH</italic> sequences (121 nucleotide sequences) using the Tamura-Nai model in MEGA (v7.0) (<xref ref-type="bibr" rid="B78">Tamura and Nei, 1993</xref>; <xref ref-type="bibr" rid="B47">Kumar et al., 2016</xref>).</p>
</sec>
<sec><title>Quantitative PCR (qPCR) Assays</title>
<p>The two most abundant <italic>nifH</italic> clades observed in the amplicon sequencing analysis, representing <italic>Trichodesmium</italic> spp. and the Gamma A clade, were quantified directly using previously designed Taqman qPCR primers and probes (<bold>Table <xref ref-type="table" rid="T1">1</xref></bold>). These established qPCR assays were chosen because they targeted the dominant <italic>Trichodesmium</italic> and Gamma A OTUs from our amplicon pyrosequencing analyses. Specifically, 3 OTUs in our dataset (out of 92) shared 100% identity between the forward primer, probe, and reverse primer designed to quantify <italic>Trichodesmium</italic> spp. by <xref ref-type="bibr" rid="B17">Church et al. (2005)</xref>, including OTU5947, OTU3248, and OTU6010. While 6 OTUs (out of 92) shared 100% identity between the Gamma A forward primer, probe, and reverse primer, including OTU2275, OTU412, OTU4346, OTU481, OTU5337, OTU5802 of the <xref ref-type="bibr" rid="B66">Moisander et al. (2008</xref>, <xref ref-type="bibr" rid="B67">2014</xref>) assay.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Quantitative PCR primers, probes and reaction conditions for two <italic>nifH</italic> OTUs targeted during this study.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Target</th>
<th valign="top" align="center">Forward primer</th>
<th valign="top" align="center">Reverse primer</th>
<th valign="top" align="center">TaqMan probe</th>
<th valign="top" align="center">Reaction conditions</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Tricho.<sup>a</sup></td>
<td valign="top" align="center">GACGAAGTATTGAAGCCAGGTTTC</td>
<td valign="top" align="center">CGGCCAGCGCAACCTA</td>
<td valign="top" align="center">CATTAAGTGTGTTGAATCTGGTGGTCCTGAGC</td>
<td valign="top" align="center">50&#x00B0;C (5 min)</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">95&#x00B0;C (10 min)</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">40 cycles:</td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center"></td>
<td valign="top" align="center">95&#x00B0;C (15 s)</td>
</tr>
<tr>
<td valign="top" align="left">Gamma A<sup>b</sup></td>
<td valign="top" align="center">CGGTAGAGGATCTTGAGCTTGAA</td>
<td valign="top" align="center">CACCTGACTCCACGCACTTG</td>
<td valign="top" align="center">AAGTGCTTAAGGTTGGCTTTGGCGACA</td>
<td valign="top" align="center">60&#x00B0;C (60 s)</td></tr>
</tbody></table>
<table-wrap-foot>
<attrib><italic><sup>a</sup><xref ref-type="bibr" rid="B17">Church et al., 2005</xref>; <sup>b</sup><xref ref-type="bibr" rid="B66">Moisander et al., 2008</xref>, <xref ref-type="bibr" rid="B67">2014</xref>. All probes are 5&#x2032;-FAM (dye) and TAMRA-3&#x2032; (quencher).</italic></attrib>
</table-wrap-foot>
</table-wrap>
<p>In order to generate qPCR standards, taxon specific PCR primers were used to amplify a fragment of the <italic>nifH</italic> gene target and the resultant product was cloned into a P-Gem T Easy Vector (Promega, Sydney, NSW, Australia) and transformed into competent TOPO <italic>Escherichia coli</italic> cells (Thermo Fisher Scientific, Scoresby, VIC, Australia). Following overnight growth at 37&#x00B0;C on LB agar plates containing ampicillin [50 mg/ml] and IPTG/X-gal, plasmids were extracted and purified from white colonies using the Plasmid Mini Kit (Bioline, Sydney, NSW, Australia). Confirmation of the correct <italic>nifH</italic> gene insert was completed using Sanger sequencing at the Australian Genome Research Facility. All <italic>nifH</italic> standards were serially diluted in sterile nucleic-acid-free H<sub>2</sub>O and a standard curve with concentrations ranging from 10<sup>2</sup> to 10<sup>7</sup> <italic>nifH</italic> copies was run alongside all samples, along with no template (negative) controls containing 5 &#x03BC;l of nucleic-acid-free H<sub>2</sub>O. To prevent inhibition of qPCR assays, template DNA was diluted 1/5 using nucleic-acid-free H<sub>2</sub>O. Following this, 5 &#x03BC;l of the template dilution was used in the 20 &#x03BC;l qPCR assays. Each qPCR reaction also included 200 nM of each primer, 100 nM probe, 2x TaqMan Master Mix II, 3 &#x03BC;l of nucleic-acid-free H<sub>2</sub>O. qPCR assays were run on triplicate biological replicates, including triplicate technical replicates for each sample and standard, using previously described reaction conditions (<bold>Table <xref ref-type="table" rid="T1">1</xref></bold>) (<xref ref-type="bibr" rid="B17">Church et al., 2005</xref>; <xref ref-type="bibr" rid="B66">Moisander et al., 2008</xref>, <xref ref-type="bibr" rid="B67">2014</xref>) using a StepOnePlus<sup>TM</sup> Real-Time PCR machine (Applied Biosystems, Thermo Fisher Scientific, Scoresby, VIC, Australia). Linear regression analyses of quantification cycle (Cq) versus log10 <italic>nifH</italic> gene copies were conducted using the StepOnePlus<sup>TM</sup> software (v2.3), and demonstrated that our <italic>Trichodesmium</italic> assay had a mean <italic>R</italic><sup>2</sup> of 0.999 and a reaction efficiency of 100.01% (<italic>n</italic> = 3), while the Gamma A assay had a mean <italic>R</italic><sup>2</sup> of 0.996 and a reaction efficiency of 96.60% (<italic>n</italic> = 3). The Cq limit for each assay was between 35 and 36 cycles (out of 40) equivalent to a detection of &#x223C;5&#x2013;6 <italic>nifH</italic> copies per reaction.</p>
</sec>
<sec><title>Statistical Analyses</title>
<p>Distance-based linear modeling (distLM) was used in order to identify relationships between environmental parameters and spatial heterogeneity (dissimilarity between sites) in diazotroph community composition (determined by amplicon sequencing) across the GBR. DistLM was performed on a square-root transformed Bray&#x2013;Curtis dissimilarity matrix of 92 <italic>nifH</italic> OTUs, and standardized log transformed environmental parameters in the PRIMER + PERMANOVA software (v7, <xref ref-type="bibr" rid="B18">Clarke and Gorley, 2015</xref>). To identify relationships between the abundance of <italic>Trichodesmium</italic> spp. and the Gamma A clade (determined by qPCR), Pearson correlation coefficients were calculated between environmental parameters, and total bacterial and phytoplankton abundances (determined by flow cytometry) in Minitab (v17).</p>
</sec>
</sec>
<sec><title>Results</title>
<sec><title>Abiotic and Biotic Characteristics of GBR Surface Waters</title>
<p>Samples were collected at 10 stations located between latitudes 12&#x00B0; S (northern GBR) and 23&#x00B0; S (southern GBR) and encompassed a variety of regions including coastal, central and outer GBR waters (<bold>Figure <xref ref-type="fig" rid="F1">1</xref></bold> and Supplementary Figure <xref ref-type="supplementary-material" rid="SM4">1</xref>). Sea surface temperature (SST), salinity, and dissolved inorganic nutrient concentrations at the time of sampling were generally characteristic of the tropical oligotrophic conditions that prevail across most of the GBR (<bold>Figure <xref ref-type="fig" rid="F2">2</xref></bold> and <bold>Table <xref ref-type="table" rid="T2">2</xref></bold>). However, significant spatial heterogeneity in some of these environmental variables was observed across the 10 sampling sites. While salinity was relatively consistent, with a mean (&#x00B1; standard deviation) of 35.2 &#x00B1; 0.2 PSU, SST varied with latitude between 21.2 and 26.3&#x00B0;C, with a mean of 24.6 &#x00B1; 1.5&#x00B0;C (<bold>Figure <xref ref-type="fig" rid="F2">2A</xref></bold>). Mean chlorophyll <italic>a</italic> concentrations at the 5 m sampling depth were 0.34 &#x00B1; 0.15 &#x03BC;g L<sup>-1</sup> and varied substantially from 0.08 &#x03BC;g L<sup>-1</sup> at the inner Mantis Reef site to 0.57 &#x03BC;g L<sup>-1</sup> at Cat Reef (both northern GBR; <bold>Figure <xref ref-type="fig" rid="F1">1</xref></bold> and <bold>Table <xref ref-type="table" rid="T2">2</xref></bold>). Dissolved inorganic nutrients were generally low, with mean ammonia (NH<sub>3</sub>), silicate (SiO<sub>4</sub><sup>4-</sup>), phosphate (PO<sub>4</sub><sup>3-</sup>), and oxides of nitrogen (NO<sub>x</sub> = NO<sub>3</sub><sup>-</sup> + NO<sub>2</sub><sup>-</sup>) concentrations of 0.06 &#x00B1; 0.06, 0.85 &#x00B1; 0.47, 0.02 &#x00B1; 0.01, and 0.04 &#x00B1; 0.03 &#x03BC;M respectively. SiO<sub>4</sub><sup>4-</sup> concentrations were the most variable, for example ranging from 0.33 to 1.88 &#x03BC;M at the inner and outer Bugatti Reef sites (southern GBR) respectively (<bold>Figure <xref ref-type="fig" rid="F2">2</xref></bold>). In general, NH<sub>3</sub> concentrations increased with latitude, ranging from below detection (displayed as 0.00 &#x03BC;M) at outer Mantis Reef (northern GBR) to 0.14 &#x03BC;M in the coastal waters of Airlie Beach (southern GBR) (<bold>Figure <xref ref-type="fig" rid="F2">2</xref></bold>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Map of the Great Barrier Reef (GBR) demonstrating the 10 locations where samples were collected from surface waters (5 m) during this study.</p></caption>
<graphic xlink:href="fmicb-08-00967-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Environmental characteristics of each study site including: <bold>(A)</bold> sea surface temperature (SST), <bold>(B)</bold> concentrations of NH<sub>3</sub>, PO<sub>4</sub> and NOx, <bold>(C)</bold> concentrations of SiO<sub>4</sub>.</p></caption>
<graphic xlink:href="fmicb-08-00967-g002.tif"/>
</fig>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Locations of sampling stations shown in <bold>Figure <xref ref-type="fig" rid="F1">1</xref></bold> with environmental and contextual meta-data, including: salinity, chlorophyll <italic>a</italic> (Chl<italic>a</italic>.), and cell counts determined by flow cytometry for total bacteria, <italic>Synechococcus</italic> (Syne.), <italic>Prochlorococcus</italic> (Proc.), and picoeukaryote (Pico.) populations.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Station</th>
<th valign="top" align="left">Location</th>
<th valign="top" align="center">Lat. (&#x00B0;S)</th>
<th valign="top" align="center">Long. (&#x00B0;E)</th>
<th valign="top" align="center">Bottom depth (m)</th>
<th valign="top" align="center">Salinity (PSU)</th>
<th valign="top" align="center">Chl<italic>a</italic>. (&#x03BC;g L<sup>-1</sup>)</th>
<th valign="top" align="center">Total bacteria (cells ml<sup>-1</sup>)</th>
<th valign="top" align="center">Syne. (cells ml<sup>-1</sup>)</th>
<th valign="top" align="center">Proc. (cells ml<sup>-1</sup>)</th>
<th valign="top" align="center">Pico. (cells ml<sup>-1</sup>)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">CSC82</td>
<td valign="top" align="left">Mantis Reef</td>
<td valign="top" align="center">12.13</td>
<td valign="top" align="center">143.52</td>
<td valign="top" align="center">270</td>
<td valign="top" align="center">35.09</td>
<td valign="top" align="center">0.31</td>
<td valign="top" align="center">9.4 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">9.8 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">1.1 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">5.0 &#x00D7; 10<sup>3</sup></td>
</tr>
<tr>
<td valign="top" align="left">CSC85</td>
<td valign="top" align="left">Mantis Reef</td>
<td valign="top" align="center">12.15</td>
<td valign="top" align="center">143.53</td>
<td valign="top" align="center">31</td>
<td valign="top" align="center">35.07</td>
<td valign="top" align="center">0.08</td>
<td valign="top" align="center">3.5 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">1.0 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">3.6 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">1.4 &#x00D7; 10<sup>3</sup></td>
</tr>
<tr>
<td valign="top" align="left">CSC88</td>
<td valign="top" align="left">Cat Reef</td>
<td valign="top" align="center">13.01</td>
<td valign="top" align="center">143.49</td>
<td valign="top" align="center">23</td>
<td valign="top" align="center">34.8</td>
<td valign="top" align="center">0.57</td>
<td valign="top" align="center">nd</td>
<td valign="top" align="center">nd</td>
<td valign="top" align="center">nd</td>
<td valign="top" align="center">nd</td>
</tr>
<tr>
<td valign="top" align="left">CSC89</td>
<td valign="top" align="left">Hicks Reef</td>
<td valign="top" align="center">14.25</td>
<td valign="top" align="center">145.26</td>
<td valign="top" align="center">300</td>
<td valign="top" align="center">35.04</td>
<td valign="top" align="center">0.21</td>
<td valign="top" align="center">5.5 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">6.2 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">9.1 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">6.6 &#x00D7; 10<sup>3</sup></td>
</tr>
<tr>
<td valign="top" align="left">CSC93</td>
<td valign="top" align="left">Slashers Reef</td>
<td valign="top" align="center">18.29</td>
<td valign="top" align="center">147.01</td>
<td valign="top" align="center">45</td>
<td valign="top" align="center">35.16</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">1.2 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">8.1 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">1.1 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">1.3 &#x00D7; 10<sup>4</sup></td>
</tr>
<tr>
<td valign="top" align="left">CSC81</td>
<td valign="top" align="left">Orpheus Island</td>
<td valign="top" align="center">18.37</td>
<td valign="top" align="center">146.28</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">35.37</td>
<td valign="top" align="center">0.43</td>
<td valign="top" align="center">1.2 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">2.1 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">3.8 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">6.5 &#x00D7; 10<sup>3</sup></td>
</tr>
<tr>
<td valign="top" align="left">CSC97</td>
<td valign="top" align="left">Bugatti Reef</td>
<td valign="top" align="center">20.04</td>
<td valign="top" align="center">150.17</td>
<td valign="top" align="center">65</td>
<td valign="top" align="center">35.2</td>
<td valign="top" align="center">0.31</td>
<td valign="top" align="center">8.0 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">5.6 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">4.8 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">5.4 &#x00D7; 10<sup>3</sup></td>
</tr>
<tr>
<td valign="top" align="left">CSC96</td>
<td valign="top" align="left">Bugatti Reef</td>
<td valign="top" align="center">20.05</td>
<td valign="top" align="center">150.18</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">35.21</td>
<td valign="top" align="center">0.43</td>
<td valign="top" align="center">8.1 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">7.3 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">6.7 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">4.4 &#x00D7; 10<sup>3</sup></td>
</tr>
<tr>
<td valign="top" align="left">CSC94</td>
<td valign="top" align="left">Airlie Beach</td>
<td valign="top" align="center">20.12</td>
<td valign="top" align="center">148.44</td>
<td valign="top" align="center">26</td>
<td valign="top" align="center">35.14</td>
<td valign="top" align="center">0.51</td>
<td valign="top" align="center">1.1 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">6.9 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">3.4 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">7.4 &#x00D7; 10<sup>3</sup></td>
</tr>
<tr>
<td valign="top" align="left">CSC98</td>
<td valign="top" align="left">Keppel Island</td>
<td valign="top" align="center">23.01</td>
<td valign="top" align="center">150.53</td>
<td valign="top" align="center">21</td>
<td valign="top" align="center">35.53</td>
<td valign="top" align="center">0.24</td>
<td valign="top" align="center">1.2 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">2.0 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">9.7 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">1.0 &#x00D7; 10<sup>4</sup></td></tr>
</tbody>
</table>
</table-wrap>
<p>We observed clear differences in the abundances of total bacteria, photosynthetic bacterioplankton and photosynthetic picoeukaryotes across the GBR (<bold>Table <xref ref-type="table" rid="T2">2</xref></bold>). For example, low abundances of all populations were observed at inner Mantis Reef in the northern GBR, while high abundances of all populations were observed in the coastal waters at Keppel Islands in the southern GBR (<bold>Table <xref ref-type="table" rid="T2">2</xref></bold>). In addition, higher abundances of bacteria (1.2 &#x00B1; 0.04 &#x00D7; 10<sup>6</sup> cells ml<sup>-1</sup>) and <italic>Synechococcus</italic> (2.1 &#x00B1; 0.2 &#x00D7; 10<sup>5</sup> cells ml<sup>-1</sup>) were observed at Orpheus Island (central GBR), and higher abundances of bacteria (1.2 &#x00B1; 0.08 &#x00D7; 10<sup>6</sup> cells ml<sup>-1</sup>), <italic>Prochlorococcus</italic> (1.1 &#x00B1; 0.05 &#x00D7; 10<sup>5</sup> cells ml<sup>-1</sup>) and picoeukaryotes (1.3 &#x00B1; 0.4 &#x00D7; 10<sup>4</sup> cells ml<sup>-1</sup>) were observed at Slashers Reef (central GBR; <bold>Table <xref ref-type="table" rid="T2">2</xref></bold>).</p>
</sec>
<sec><title>Rates of N<sub>2</sub> Fixation in GBR Waters</title>
<p>Mean qualitative N<sub>2</sub> fixation rates across the 10 sampling sites were 32 &#x00B1; 24 nmol N L<sup>-1</sup> d<sup>-1</sup> (<italic>n</italic> = 30). N<sub>2</sub> fixation rates were highly variable, ranging from a minimum of 3 &#x00B1; 0.8 nmol N L<sup>-1</sup> d<sup>-1</sup> at the inner Mantis Reef site, to a maximum of 68 &#x00B1; 11 nmol N L<sup>-1</sup> d<sup>-1</sup> at Cat Reef (both northern GBR). Comparatively high mean rates of N<sub>2</sub> fixation (&#x2265;30 nmol N L<sup>-1</sup> d<sup>-1</sup>) were observed at 6 out of the 10 sampling sites (<bold>Figure <xref ref-type="fig" rid="F3">3</xref></bold>), while comparatively low rates (&#x2264;9 nmol N L<sup>-1</sup> d<sup>-1</sup>) were measured at three sites, including inner Mantis Reef in the north, and inner and outer Bugatti reef, southern GBR (<bold>Figure <xref ref-type="fig" rid="F3">3</xref></bold>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Mean N<sub>2</sub> fixation rates (nmol L<sup>-1</sup> d<sup>-1</sup>) of triplicate incubations (corrected for the incomplete dissolution of <sup>15</sup>N<sub>2</sub> in seawater). Error bars represent the standard deviation about the mean.</p></caption>
<graphic xlink:href="fmicb-08-00967-g003.tif"/>
</fig>
</sec>
<sec><title>Diazotroph Diversity and Abundance Across the GBR</title>
<p>The <italic>nifH</italic> gene fragment was amplified from all sites within GBR waters, resulting in a total of 92 unique <italic>nifH</italic> OTUs at 97% nucleotide identity, and between 15 and 37 OTUs per sample, after quality filtering and removal of low abundance OTUs (&#x003C;50 total sequences; Supplementary Table <xref ref-type="supplementary-material" rid="SM1">1</xref>). The highest levels of diazotroph diversity (Shannon&#x2019;s diversity index, H&#x2032; = 2.7) occurred at the inner Mantis Reef site in the north and Slashers Reef in the central GBR. While the lowest levels of diversity (H&#x2032; &#x003C; 1.3) were observed at Orpheus Island in the central GBR and at the outer Mantis Reef site in the northern GBR (<bold>Figure <xref ref-type="fig" rid="F4">4A</xref></bold>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Diazotroph assemblages within GBR surface waters, including <bold>(A)</bold> <italic>nifH</italic> diversity (Shannon&#x2019;s index) of rarefied sequence data and <bold>(B)</bold> relative abundance of <italic>nifH</italic> OTUs (% of total sequences) clustered at 97% sequence similarity, with OTUs representing &#x003C;1% of total sequences grouped as &#x201C;Other &#x003C;1%.&#x201D;</p></caption>
<graphic xlink:href="fmicb-08-00967-g004.tif"/>
</fig>
<p>Diazotrophic populations across the GBR included a range of OTUs that displayed sequence similarities to known Cluster IB photoautotrophic and photoheterotrophic cyanobacteria, as well as a number of Cluster IG and Cluster III proteobacterial diazotrophs (<bold>Figure <xref ref-type="fig" rid="F5">5</xref></bold> and Supplementary Figure <xref ref-type="supplementary-material" rid="SM4">2</xref>). The most abundant OTU in the dataset was OTU5947, which shared 95% AAI with the filamentous cyanobacterium <italic>Trichodesmium erythraeum</italic>, and clustered with representative and environmental <italic>Trichodesmium</italic> sequences (<bold>Figure <xref ref-type="fig" rid="F5">5A</xref></bold>). OTU5947 represented 27% of total <italic>nifH</italic> sequences. This <italic>Trichodesmium</italic> OTU was present at each of the 10 sampling sites, from northern to southern waters, including coastal, inner reef and outer GBR locations, where maximum relative abundances of 44, 19, and 61% of <italic>nifH</italic> sequences occurred respectively (<bold>Figure <xref ref-type="fig" rid="F4">4B</xref></bold>). Patterns in the <italic>Trichodesmium</italic>-specific qPCR analyses targeting OTU5947, OTU3248, and OTU6010, corresponded to those observed with the amplicon sequencing profiles, whereby the maximum abundance of <italic>Trichodesmium nifH</italic> copies L<sup>-1</sup> occurred in the central GBR at Orpheus Island, at the outer Mantis Reef site in the north, and at Keppel Islands in the south, with mean abundances of 3.5 &#x00D7; 10<sup>5</sup>, 5.7 &#x00D7; 10<sup>4</sup>, and 5.2 &#x00D7; 10<sup>4</sup> L<sup>-1</sup>, respectively (<bold>Figure <xref ref-type="fig" rid="F6">6</xref></bold>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Maximum likelihood phylogenetic subtree of <bold>(A)</bold> Cluster IB Cyanobacteria, <bold>(B)</bold> Cluster IG Proteobacteria, and <bold>(C)</bold> Cluster III <italic>nifH</italic> OTUs (clustered at 97% nucleotide identity). Bootstrap support &#x2265;50% is shown for 1000 bootstraps. Please refer to Supplementary Figure <xref ref-type="supplementary-material" rid="SM4">2</xref> for the full <italic>nifH</italic> phylogenetic tree.</p></caption>
<graphic xlink:href="fmicb-08-00967-g005.tif"/>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Quantitative PCR (qPCR) abundances (<italic>nifH</italic> copies L<sup>-1</sup>) of <bold>(A)</bold> <italic>Trichodesmium</italic> and <bold>(B)</bold> the Gamma A clade across GBR sampling locations (from northern to southern waters). The box and whiskers represent the maximum value, 75th percentile, median value (50th percentile), 25th percentile, and the minimum value for the triplicate biological replicates. Where no box is present, genes were detected but were below the limit of quantification and were therefore given values of &#x201C;0.&#x201D; Please note the y-axis is shown on the log scale for clarity.</p></caption>
<graphic xlink:href="fmicb-08-00967-g006.tif"/>
</fig>
<p>Relative to <italic>Trichodesmium</italic>, other Cluster IB cyanobacterial <italic>nifH</italic> OTUs occurred less frequently in the dataset. For example, OTU4715, which shared 88% AAI with the filamentous cyanobacterium <italic>Leptolyngbya</italic> spp., contributed only 2% to the total number of <italic>nifH</italic> sequences and was restricted to 2 out of 10 sites, where it comprised a maximum relative abundance of 15% of the diazotroph assemblage (Bugatti Reef; <bold>Figure <xref ref-type="fig" rid="F4">4B</xref></bold>). Two other cyanobacterial OTUs, OTU888 and 1544, which shared 95 and 96% AAI respectively with the unicellular cyanobacterium <italic>Candidatus</italic> Atelocyanobacterium thalassa (UCYN-A), also comprised only &#x223C;2% of total <italic>nifH</italic> sequences. Interestingly, OTU888 clustered with representative sequences from the UCYN-A2 ecotype, while OTU1544 was more closely related to the UCYN-A1 ecotype (<bold>Figure <xref ref-type="fig" rid="F5">5A</xref></bold>). These two OTUs were present at two and four sites respectively, but did not make up more than 8% of the diazotroph assemblage when detected (e.g., Keppel Island, southern GBR; <bold>Figure <xref ref-type="fig" rid="F4">4B</xref></bold>).</p>
<p>Outside of Cluster IB, significant numbers of <italic>nifH</italic> sequences associated with putative heterotrophic diazotrophs were detected, including representatives of the &#x03B3;-proteobacteria from Cluster IG (<bold>Figure <xref ref-type="fig" rid="F5">5B</xref></bold> and Supplementary Figure <xref ref-type="supplementary-material" rid="SM4">2</xref>). The dominant heterotrophic <italic>nifH</italic> sequences were associated with the OTUs 5849 and 2275, which shared 91 and 88% AAI with the &#x03B3;-proteobacterium <italic>Pseudomonas stutzeri</italic>. Collectively, these &#x03B3;-proteobacterial OTUs comprised 26% of total <italic>nifH</italic> sequences and, at their most abundant, made up 54 and 34% of the diazotroph assemblage at Orpheus Island (central GBR) and Hicks Reef (northern GBR) respectively (<bold>Figure <xref ref-type="fig" rid="F4">4B</xref></bold>). One of these two OTUs, OTU2275 clustered with the Gamma A clade (<bold>Figure <xref ref-type="fig" rid="F5">5B</xref></bold>), within the Marine 1 group (<xref ref-type="bibr" rid="B49">Langlois et al., 2015</xref>). qPCR analyses revealed that the Gamma A clade reached a maximum mean abundance of 5.9 &#x00D7; 10<sup>2</sup> <italic>nifH</italic> copies L<sup>-1</sup> at the outer Mantis Reef site, in the northern GBR, but was not detectable at 5 out of 10 sites (<bold>Figure <xref ref-type="fig" rid="F5">5B</xref></bold>). In addition, the Gamma A clade was typically found to be between 1 and 5 orders of magnitude less abundant than <italic>Trichodesmium</italic>, except at the Hicks Reef site in the north, where mean abundances of both taxa were &#x223C;4.5 &#x00D7; 10<sup>2</sup> <italic>nifH</italic> copies L<sup>-1</sup> (<bold>Figure <xref ref-type="fig" rid="F5">5</xref></bold>).</p>
<p>Alongside the &#x03B3;-proteobacterial <italic>nifH</italic> sequences, a number of sequences that were closely related to sulfate-reducing genera of the &#x03B4;-proteobacteria from Cluster III were also frequently detected, collectively comprising 17% of total <italic>nifH</italic> sequences (<bold>Figures <xref ref-type="fig" rid="F4">4B</xref>, <xref ref-type="fig" rid="F5">5C</xref></bold>). In particular, three OTUs (OTU891, 2257, and 5655) most closely related to members of <italic>Desulfovibrio</italic> spp. (90% AAI) comprised 6% of total <italic>nifH</italic> sequences. OTUs 881 and 2257 were relatively widespread across the GBR, being present at eight and seven of the sampling sites respectively, comprising up to 13% of the diazotroph community at Hicks Reef, northern GBR (<bold>Figure <xref ref-type="fig" rid="F4">4B</xref></bold>).</p>
</sec>
<sec><title>Diazotroph Community Composition Correlates to PO<sub>4</sub> and DIN Concentrations</title>
<p>Distance-based linear modeling identified PO<sub>4</sub> and dissolved inorganic N (DIN) concentrations, as the measured environmental variables that were significant (<italic>P</italic> &#x003C; 0.05) predictors of spatial heterogeneity in diazotroph community composition (Supplementary Table <xref ref-type="supplementary-material" rid="SM2">2</xref>). Sites with higher PO<sub>4</sub> and DIN concentrations, such as Hicks Reef in the north, outer and inner Bugatti Reef in the south, and the coastal waters of Airlie Beach, southern GBR (<bold>Figure <xref ref-type="fig" rid="F2">2</xref></bold> and Supplementary Figure <xref ref-type="supplementary-material" rid="SM4">3</xref>), contained lower relative abundances of <italic>Trichodesmium nifH</italic> sequences, but higher relative abundances of the &#x03B3; and &#x03B4;-proteobacterial OTUs (<bold>Figure <xref ref-type="fig" rid="F4">4</xref></bold>). However, no significant Pearson correlations were observed between the absolute abundances (derived by qPCR) of the <italic>Trichodesmium</italic> and Gamma A groups and any of the environmental parameters. In addition, despite evidence of variation in chlorophyll <italic>a</italic> concentrations across the sampling sites (<bold>Table <xref ref-type="table" rid="T2">2</xref></bold>), indicative of changing phytoplankton biomass, no significant associations were observed between chlorophyll <italic>a</italic> and diazotroph community composition.</p>
</sec>
</sec>
<sec><title>Discussion</title>
<p>The paradoxical nature of many coral reefs, whereby relatively high biological productivity occurs within marine waters where ambient concentrations of dissolved inorganic nutrients are low, has resulted in efforts to reconcile nutrient dynamics within coral reef systems (e.g., <xref ref-type="bibr" rid="B33">Furnas et al., 1995</xref>, <xref ref-type="bibr" rid="B32">2005</xref>, <xref ref-type="bibr" rid="B31">2011</xref>; <xref ref-type="bibr" rid="B39">Hearn et al., 2001</xref>; <xref ref-type="bibr" rid="B25">Falter et al., 2004</xref>; <xref ref-type="bibr" rid="B75">Schaffelke et al., 2012</xref>). Some early studies demonstrated that biological N<sub>2</sub> fixation might play an important role in supplying bioavailable N within benthic reef habitats (<xref ref-type="bibr" rid="B82">Webb et al., 1975</xref>; <xref ref-type="bibr" rid="B83">Wiebe et al., 1975</xref>; <xref ref-type="bibr" rid="B50">Larkum et al., 1988</xref>), and more recently, diazotrophic bacteria have been shown to be an important constituent of the coral holobiont, supplying N requirements for symbiotic <italic>Symbiodinium</italic> (<xref ref-type="bibr" rid="B55">Lesser et al., 2004</xref>, <xref ref-type="bibr" rid="B54">2007</xref>; <xref ref-type="bibr" rid="B52">Lema et al., 2012</xref>, <xref ref-type="bibr" rid="B53">2014</xref>; <xref ref-type="bibr" rid="B72">Olson and Lesser, 2013</xref>; <xref ref-type="bibr" rid="B90">Zhang et al., 2016</xref>). However, within the pelagic environment of the GBR the role of biological N<sub>2</sub> fixation is less well-understood (<xref ref-type="bibr" rid="B31">Furnas et al., 2011</xref>), despite evidence to suggest that large discrepancies exist between nutrient availability and phytoplankton growth (<xref ref-type="bibr" rid="B32">Furnas et al., 2005</xref>). Here, we found a diverse community of cyanobacterial and non-cyanobacterial diazotrophs inhabiting GBR surface waters during Austral winter, and relatively high qualitative rates of N<sub>2</sub> fixation within coastal, inner and outer reef habitats, indicating that diazotrophic bacterioplankton might act as a significant source of fixed N within the oligotrophic GBR.</p>
<p>Through our <italic>nifH</italic> amplicon sequencing analyses, we provide the first in-depth characterization of the potential for N<sub>2</sub> fixation within bacterioplankton assemblages across the GBR. Using this approach, Cluster 1B cyanobacterial diazotrophs were identified as the dominant phylotype distributed throughout GBR surface waters, specifically OTUs closely related to <italic>Trichodesmium</italic> spp. showed high relative and absolute abundances. Seven OTUs sharing >90% AAI to <italic>Trichodesmium erythraeum</italic> were detected in the amplicon sequencing dataset, three of which were targeted by the <italic>Trichodesmium</italic> spp. qPCR assay employed herein. <italic>Trichodesmium</italic> spp. are routinely observed in tropical, oligotrophic environments, including coral reef lagoons, where they can form large surface aggregations and contribute substantially to N<sub>2</sub> fixation (<xref ref-type="bibr" rid="B2">Bell et al., 1999</xref>; <xref ref-type="bibr" rid="B10">Campbell et al., 2005</xref>; <xref ref-type="bibr" rid="B60">McKinna et al., 2011</xref>; <xref ref-type="bibr" rid="B8">Bonnet et al., 2015b</xref>; <xref ref-type="bibr" rid="B80">Turk-Kubo et al., 2015</xref>). Although surface aggregations were not observed during the present study, qPCR analyses indicated that the abundance of <italic>Trichodesmium</italic> spp. were at times high, reaching up to 3.5 &#x00D7; 10<sup>5</sup> <italic>nifH</italic> copies L<sup>-1</sup>, consistent with observations from the neighboring Coral and Solomon Seas during Austral winter conditions (<xref ref-type="bibr" rid="B8">Bonnet et al., 2015b</xref>). <italic>Trichodesmium</italic> has previously been recognized as an important feature of pelagic GBR microbial communities, through microscopic enumeration and satellite remote sensing (<xref ref-type="bibr" rid="B2">Bell et al., 1999</xref>; <xref ref-type="bibr" rid="B60">McKinna et al., 2011</xref>), and it is estimated that N<sub>2</sub> fixation by <italic>Trichodesmium</italic> alone could contribute &#x223C;0.7&#x2013;3.0 t N km<sup>-2</sup> to GBR surface waters. At sites where qualitative N<sub>2</sub> fixation rates of &#x223C;68 nmol L<sup>-1</sup> d<sup>-1</sup> were observed, we found <italic>Trichodesmium</italic> to be abundant (3.4&#x2013;5.2 &#x00D7; 10<sup>4</sup> <italic>nifH</italic> copies L<sup>-1</sup>). By virtue of both its abundance, diversity and activity, <italic>Trichodesmium</italic> therefore potentially plays a very important role in supporting the growth and production of non-diazotrophic assemblages across the GBR pelagic zone.</p>
<p>Beyond <italic>Trichodesmium</italic>, a number of other OTUs affiliated with Cluster 1B cyanobacterial diazotrophs were present in GBR surface waters. These included OTUs related to the filamentous genus <italic>Leptolyngbya</italic>, which has previously been found to actively fix N<sub>2</sub> in benthic cyanobacterial mats (<xref ref-type="bibr" rid="B85">Woebken et al., 2014</xref>) including within coral reef systems (<xref ref-type="bibr" rid="B15">Charpy et al., 2010</xref>), and OTUs associated with the unicellular cyanobacterial symbiont UCYN-A, including ecotypes 1 and 2 which are widely distributed throughout the global ocean (<xref ref-type="bibr" rid="B27">Farnelid et al., 2016</xref>; <xref ref-type="bibr" rid="B88">Zehr et al., 2016</xref>). The majority of these Cluster 1B OTUs were present in relatively low abundances, contributing to &#x003C;15 and 10% of <italic>nifH</italic> sequences at their maxima. The observed low relative abundance of UCYN-A1 and UCYN-A2 in GBR surface waters during Austral winter is consistent with our previous observations for the adjoining Coral Sea, whereby UCYN-A ecotypes effectively disappeared in Austral winter when compared to spring (<xref ref-type="bibr" rid="B62">Messer et al., 2015b</xref>). However, in the eastern Coral Sea, high UCYN-A abundances (determined by qPCR) have been reported during Austral winter (<xref ref-type="bibr" rid="B8">Bonnet et al., 2015b</xref>), and UCYN-A has been reported to be the dominant diazotrophic phylotype within the Noumea Lagoon, New Caledonia (<xref ref-type="bibr" rid="B80">Turk-Kubo et al., 2015</xref>). While maximum abundances of UCYN-A appear to occur at more southern latitudes in the western South Pacific during Austral autumn (<xref ref-type="bibr" rid="B65">Moisander et al., 2010</xref>).</p>
<p>In addition to the cyanobacterial diazotrophs, our data provide the first estimates of the diversity and abundance of heterotrophic diazotrophs in GBR surface waters. Of particular importance were the Gamma A OTUs affiliated with Cluster 1G, which were the second most prevalent diazotrophic phylotype in our amplicon sequencing analyses. Specifically, OTUs clustering with the Gamma A group at times comprised >50% of sequences at a given site, although the abundances of these organisms as determined by qPCR were generally low, with peaks of only 5.9 &#x00D7; 10<sup>2</sup> <italic>nifH</italic> copies L<sup>-1</sup>. This could reflect the possible preferential amplification of this phylotype by the PCR primers used in this study (<xref ref-type="bibr" rid="B79">Turk-Kubo et al., 2012</xref>), and highlights the importance of complementary qPCR analyses to verify amplicon sequencing based approaches. The abundance of Gamma A throughout GBR surface waters are in-line with previous studies utilizing Gamma A qPCR assays. For instance, <xref ref-type="bibr" rid="B8">Bonnet et al. (2015b)</xref> reported similar Gamma A abundances in the eastern Coral Sea and Solomon Sea, and <xref ref-type="bibr" rid="B67">Moisander et al. (2014)</xref> reported median Gamma A abundances of 8 &#x00D7; 10<sup>2</sup> <italic>nifH</italic> copies L<sup>-1</sup> throughout the western South Pacific Ocean. Indeed, low abundances of Gamma A have been reported for much of the major ocean basins, indicating that they are a ubiquitous component of diazotrophic bacterioplankton in tropical, oligotrophic ecosystems (<xref ref-type="bibr" rid="B49">Langlois et al., 2015</xref>). Our data show the Gamma A clade to also be widespread throughout GBR surface waters, and it is particularly notable that members of this clade comprised a significant proportion of the diazotroph community at sites where relatively high qualitative rates of community N<sub>2</sub> fixation were observed while <italic>Trichodesmium</italic> abundances were low.</p>
<p>Compared to the few other studies reporting water column N<sub>2</sub> fixation rates in coral reef environments, the qualitative rates we observed in GBR waters were relatively high. For example, the highest rates observed here, between 31 and 68 nmol L<sup>-1</sup> d<sup>-1</sup>, were greater than those observed in a New Caledonian coral lagoon (&#x003C;10 nmol L<sup>-1</sup> d<sup>-1</sup>; <xref ref-type="bibr" rid="B6">Biegala and Raimbault, 2008</xref>), substantially greater than those reported for the eastern Coral Sea (&#x2264;2 nmol L<sup>-1</sup> d<sup>-1</sup>; <xref ref-type="bibr" rid="B8">Bonnet et al., 2015b</xref>), and in-line with those measured in the western Coral Sea, adjacent to the GBR (56 nmol L<sup>-1</sup> d<sup>-1</sup>; <xref ref-type="bibr" rid="B62">Messer et al., 2015b</xref>). Moreover, the rates observed in the present study are within the higher range of N<sub>2</sub> fixation rates compiled within a global database of marine N<sub>2</sub> fixation (<xref ref-type="bibr" rid="B57">Luo et al., 2012</xref>), indicating that N<sub>2</sub> fixation within GBR waters indeed represents a significant source of N at the local scale, and a potentially significant region of N<sub>2</sub> fixation activity at the global scale.</p>
<p>It must be noted, however, that the &#x201C;bubble&#x201D; method used to measure N<sub>2</sub> fixation (<xref ref-type="bibr" rid="B68">Montoya et al., 1996</xref>) in this study, has previously been shown to underestimate N<sub>2</sub> fixation by 50% or more, and will also depend on the composition of the underlying diazotroph community, as well as the time of sampling relative to the diurnal cycle of N<sub>2</sub> fixation within specific clades, and the physical properties of the sampling site (e.g., temperature and salinity) which all influence the solubility of N<sub>2</sub> gas in seawater (<xref ref-type="bibr" rid="B64">Mohr et al., 2010</xref>; <xref ref-type="bibr" rid="B38">Gro&#x00DF;kopf et al., 2012</xref>; <xref ref-type="bibr" rid="B84">Wilson et al., 2012</xref>; <xref ref-type="bibr" rid="B3">Benavides et al., 2013</xref>). Despite these caveats, the <xref ref-type="bibr" rid="B68">Montoya et al. (1996)</xref> method was applied in this study because it was decided that it was favorable to underestimate the significance of N<sub>2</sub> fixation on the GBR, rather than potentially overestimate it by inadvertently introducing additional particulates, nutrients, or trace metals through pre-preparing <sup>15</sup>N enriched natural or artificial seawater. Indeed, a recent study demonstrated that the preparation of <sup>15</sup>N<sub>2</sub> enriched seawater could result in the enrichment of trace metals by up to 0.1 nmol L<sup>-1</sup>, due to contact with standard laboratory ware used to prepare the solution (glass, rubber, and plastic) (<xref ref-type="bibr" rid="B44">Klawonn et al., 2015</xref>). Given that samples collected for each incubation experiment had distinct physical and chemical properties, such as variability in salinity and dissolved inorganic nutrient concentrations (<bold>Table <xref ref-type="table" rid="T2">2</xref></bold>), introducing enriched seawater that did not match the properties of the coastal, inner and outer GBR seawater sampled, could have influenced nutrient dynamics within our incubations. Therefore, our rate calculations were corrected according to <xref ref-type="bibr" rid="B64">Mohr et al. (2010)</xref> to account for the incomplete dissolution of <sup>15</sup>N<sub>2</sub> in seawater.</p>
<p>In addition, some commercially available <sup>15</sup>N<sub>2</sub> gas stocks have recently been found to be contaminated with <sup>15</sup>NO<sub>3</sub>, <sup>15</sup>NH<sub>4</sub>, and <sup>15</sup>N<sub>2</sub>O (<xref ref-type="bibr" rid="B19">Dabundo et al., 2014</xref>). Our study was performed prior to the publication of the <xref ref-type="bibr" rid="B19">Dabundo et al. (2014)</xref> study which reported the contamination of two batches of Sigma&#x2013;Aldrich <sup>15</sup>N<sub>2</sub> gas stocks, and Sigma&#x2013;Aldrich gas lot SZ1670V (2013 batch) was used in this study. We cannot explicitly rule out that there was not contamination in the batch of <sup>15</sup>N<sub>2</sub> that we used, therefore using the average concentration of <sup>15</sup>NO<sub>3</sub>, <sup>15</sup>NH<sub>4</sub>, and <sup>15</sup>N<sub>2</sub>O contamination in Sigma&#x2013;Aldrich stocks reported by <xref ref-type="bibr" rid="B19">Dabundo et al. (2014)</xref> (298, 818, and 61 &#x03BC;mol/mole <sup>15</sup>N respectively) we calculated that only an additional 3.2 &#x00D7; 10<sup>-7</sup> moles of <sup>15</sup>N could have been added to our incubations during our trace additions (2.7 &#x00D7; 10<sup>-4</sup> moles) of <sup>15</sup>N<sub>2</sub> gas (Supplementary Table <xref ref-type="supplementary-material" rid="SM3">3</xref>). Therefore, we found that any potential <sup>15</sup>N contamination would have had a negligible effect on our measured rates of N<sub>2</sub> fixation. Consequently, the rates of N<sub>2</sub> fixation reported herein represent qualitative estimates of N<sub>2</sub> fixation by a diverse population of diazotrophic bacterioplankton, and indicate that relatively high N<sub>2</sub> fixation activity can occur in GBR waters.</p>
<p>Previous studies investigating diazotrophy within the water column of the GBR have either not measured N<sub>2</sub> fixation rates (e.g., <xref ref-type="bibr" rid="B41">Hewson et al., 2007</xref>) or have measured N<sub>2</sub> fixation rates by individual <italic>Trichodesmium</italic> trichomes using acetylene reduction (e.g., <xref ref-type="bibr" rid="B2">Bell et al., 1999</xref>). We propose that N<sub>2</sub> fixation by the whole diazotroph community will significantly increase this estimate, and could theoretically support carbon fixation rates (assuming Redfield C:N ratios of phytoplankton) of between 0.2 and 4 &#x03BC;g C L<sup>-1</sup> d<sup>-1</sup>. Although it is unlikely that all fixed N will be available to support C fixation, some autotrophic diazotrophs will directly contribute to primary production, while others may support primary production through the release of recently fixed N into the surrounding water column (<xref ref-type="bibr" rid="B35">Garcia et al., 2007</xref>; <xref ref-type="bibr" rid="B51">Lee Chen et al., 2011</xref>; <xref ref-type="bibr" rid="B5">Berthelot et al., 2015</xref>). For instance, the most abundant diazotroph observed in our study, the cyanobacterium <italic>Trichodesmium erythraeum</italic>, has been estimated to release between 50 and 90% of the N<sub>2</sub> that it fixes into the surrounding environment (<xref ref-type="bibr" rid="B37">Glibert and Bronk, 1994</xref>; <xref ref-type="bibr" rid="B71">Mulholland et al., 2004</xref>), where it is potentially transferred to associated bacteria, non-diazotrophic filaments, or phytoplankton (<xref ref-type="bibr" rid="B37">Glibert and Bronk, 1994</xref>; <xref ref-type="bibr" rid="B71">Mulholland et al., 2004</xref>, <xref ref-type="bibr" rid="B70">2006</xref>; <xref ref-type="bibr" rid="B69">Mulholland and Bernhardt, 2005</xref>).</p>
<p>While the fate of N fixed by heterotrophic diazotrophs remains unknown, dissolved N release from mixed, natural communities of diazotrophic bacterioplankton is in the range of 16&#x2013;30% of gross whole community N<sub>2</sub> fixation (<xref ref-type="bibr" rid="B3">Benavides et al., 2013</xref>; <xref ref-type="bibr" rid="B7">Bonnet et al., 2015a</xref>). Based on these numbers, we calculated potential dissolved N release, based on bulk qualitative N<sub>2</sub> fixation rate measurements, in GBR waters to be between 0.4 and 20 nmol L<sup>-1</sup> d<sup>-1</sup>. Hence diazotroph-derived dissolved N could considerably increase the potential for N<sub>2</sub> fixation to support primary production within GBR waters, where ambient concentrations of DIN are considered limiting.</p>
<p>In the present study, ambient concentrations of DIN (NO<sub>x</sub> + NH<sub>3</sub>) across the GBR were relatively low at &#x003C;0.20 &#x03BC;M, but DIN concentration significantly contributed to the observed spatial heterogeneity in diazotroph community composition. Due to the reduced energy requirements associated with assimilating DIN (NO<sub>x</sub> + NH<sub>3</sub>) compared with fixing N<sub>2</sub>, biological N<sub>2</sub> fixation is considered to be influenced by concentrations of DIN (<xref ref-type="bibr" rid="B43">Karl et al., 2002</xref>; <xref ref-type="bibr" rid="B46">Knapp, 2012</xref>). In our study, where DIN concentrations were &#x2265;0.11 &#x03BC;M we observed relatively low rates of N<sub>2</sub> fixation (between 2.6 and 5.9 nmol L<sup>-1</sup> d<sup>-1</sup>) and more diverse diazotroph communities (H&#x2032; > 2.5). Conversely, when DIN concentrations were &#x2264;0.09 &#x03BC;M we observed the highest rates of N<sub>2</sub> fixation (&#x223C;68 nmol L<sup>-1</sup> d<sup>-1</sup>), associated with less diverse diazotroph communities (H&#x2032; = &#x223C;1.5), typically dominated by <italic>Trichodesmium</italic> (at 30&#x2013;50% of the diazotroph assemblage). In culture, cyanobacterial and proteobacterial diazotrophs have been shown to significantly decrease N<sub>2</sub> fixation with increasing DIN concentrations (<xref ref-type="bibr" rid="B45">Knapp et al., 2012</xref>; <xref ref-type="bibr" rid="B4">Bentzon-Tilia et al., 2015</xref>), indicating a switch to DIN supported growth (<xref ref-type="bibr" rid="B48">Kustka et al., 2003</xref>; <xref ref-type="bibr" rid="B59">Masuda et al., 2013</xref>; <xref ref-type="bibr" rid="B4">Bentzon-Tilia et al., 2015</xref>), which may reduce the demand for dissolved iron (<xref ref-type="bibr" rid="B48">Kustka et al., 2003</xref>). However, in the environment N<sub>2</sub> fixation is increasingly being found to occur outside of the classical ecological niche of low DIN waters (<xref ref-type="bibr" rid="B28">Fernandez et al., 2011</xref>; <xref ref-type="bibr" rid="B46">Knapp, 2012</xref>; <xref ref-type="bibr" rid="B26">Farnelid et al., 2013</xref>), and can even increase in response to simulated (mesocosm) and natural (mesoscale processes) co-additions of N with other nutrients (<xref ref-type="bibr" rid="B20">Dekaezemacker et al., 2013</xref>; <xref ref-type="bibr" rid="B56">Loscher et al., 2016</xref>). While the relationship between the availability of DIN and N<sub>2</sub> fixation in the environment is more complex than perhaps previously thought, the patterns we observed suggest a significant role for DIN in structuring spatial heterogeneity in diazotroph community composition, which in turn could impact biological N<sub>2</sub> fixation in GBR waters.</p>
<p>In addition to the influences of DIN, spatial heterogeneity in diazotrophic bacterioplankton was also significantly associated with the availability of the macro-nutrient phosphate. While ambient concentrations were generally low (&#x003C;0.05 &#x03BC;M), sites with higher phosphate concentrations (0.024&#x2013;0.049 &#x03BC;M) contained diazotroph communities dominated by &#x03B3;-proteobacterial OTUs, while lower phosphate concentrations (0.014&#x2013;0.018 &#x03BC;M) coincided with higher relative abundances of <italic>Trichodesmium</italic>. These observations may suggest differences in phosphate demand between the proteobacterial and cyanobacterial diazotrophs. Although previous phosphate enrichment experiments within GBR waters (Heron Island Lagoon) demonstrated no significant influence of phosphate on diazotroph abundance or <italic>nifH</italic> expression (<xref ref-type="bibr" rid="B41">Hewson et al., 2007</xref>), it is likely that a more complex relationship between phosphate concentration and N<sub>2</sub> fixation exists within natural populations. Other sources of phosphorous, such as phosphonates (<xref ref-type="bibr" rid="B23">Dyhrman et al., 2006</xref>) and phosphites (<xref ref-type="bibr" rid="B73">Polyviou et al., 2015</xref>), may be utilized by diazotrophs <italic>in situ</italic>. Indeed, a recent ecosystem model that considers the availability of labile dissolved organic phosphorous (DOP) as a factor influencing diazotrophic activity, increased the estimated global N<sub>2</sub> fixation budget by 30 Tg N yr<sup>-1</sup> (<xref ref-type="bibr" rid="B77">Somes and Oschlies, 2015</xref>). Moreover, <italic>in situ</italic> mesocosm experiments in the tropical North Atlantic have provided direct evidence for the stimulation of N<sub>2</sub> fixation after DOP addition, coinciding with a shift in diazotroph community composition (<xref ref-type="bibr" rid="B63">Meyer et al., 2016</xref>). Within the GBR, DOP estimates suggest concentrations similar to that of phosphate concentrations (<xref ref-type="bibr" rid="B32">Furnas et al., 2005</xref>), indicating that phosphate demand in GBR diazotroph communities could be met through labile DOP. Thus, the composition and abundance of GBR diazotroph assemblages are likely influenced by the availability of phosphate as well as other phosphorous sources, which, as our qualitative data indicates, may in turn significantly influence the activity of N<sub>2</sub> fixation.</p>
<p>Overall, the findings of this study demonstrate that biological N<sub>2</sub> fixation may be an important process within the pelagic realm of the GBR, where it has the potential to significantly support primary production. While we found that <italic>Trichodesmium</italic> dominates over spatially extensive areas of the GBR, heterotrophic N<sub>2</sub>-fixing bacteria may also be an important component of GBR diazotroph assemblages. Our findings indicate that diazotroph community composition is driven by the concentration of key dissolved inorganic nutrients, and in regions where DIN concentrations are low, high rates of N<sub>2</sub> fixation can occur. These data highlight the need to re-evaluate N cycling dynamics within oligotrophic coral reef systems to include biological N<sub>2</sub> fixation as a potentially significant source of dissolved N within the water column.</p>
</sec>
<sec><title>Author Contributions</title>
<p>LM, MB, and JS designed the study. LM collected and processed samples, performed experiments and laboratory assays, and analyzed and interpreted the data. AM and MF provided field support, CTD data, and collected samples. RC assisted with flow cytometry and dissolved nutrient analyses. LM, MB, and JS wrote the manuscript, with input from all authors. All authors approved the manuscript.</p>
</sec>
<sec><title>Conflict of Interest Statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<ack>
<p>We would like to thank the captain, crew and scientists on-board RV Cape Ferguson for their support during sample collection. We are extremely grateful for ship time provided by the Australian Institute of Marine Science. This research was supported by the Australian Research Council Discovery Project grant scheme (DP120102764 awarded to JS and MB, and DP150102326 to MB). JS was supported by ARC Future Fellowship FT130100218. MB was supported by ARC QEII Fellowship DP0988002.</p>
</ack>
<sec sec-type="supplementary material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="http://journal.frontiersin.org/article/10.3389/fmicb.2017.00967/full#supplementary-material">http://journal.frontiersin.org/article/10.3389/fmicb.2017.00967/full#supplementary-material</ext-link></p>
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