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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2022.1098508</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Nitrous oxide production and isotopomer composition by fungi isolated from salt marsh sediments</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Lazo-Murphy</surname>
<given-names>Birch Maxwell</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2092405"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Larson</surname>
<given-names>Samantha</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Staines</surname>
<given-names>Sydney</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bruck</surname>
<given-names>Heather</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>McHenry</surname>
<given-names>Julianne</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bourbonnais</surname>
<given-names>Annie</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/398865"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Peng</surname>
<given-names>Xuefeng</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/68951"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>School of Earth, Ocean, and Environment, University of South Carolina</institution>, <addr-line>Columbia, SC</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Jing Wei, Sun Yat-sen University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Yu Wang, Guangzhou University, China; Jiapeng Wu, Guangzhou University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Xuefeng Peng, <email xlink:href="mailto:xpeng@seoe.sc.edu">xpeng@seoe.sc.edu</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Marine Biogeochemistry, a section of the journal Frontiers in Marine Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>12</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>1098508</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Lazo-Murphy, Larson, Staines, Bruck, McHenry, Bourbonnais and Peng</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Lazo-Murphy, Larson, Staines, Bruck, McHenry, Bourbonnais and Peng</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The emissions of nitrous oxide (N<sub>2</sub>O), a potent greenhouse gas and ozone-depleting agent, have been steadily increasing from coastal environments, such as salt marsh sediments, as a result of anthropogenic nutrient loading. Biotic processes, including nitrification and denitrification, are the largest sources of N<sub>2</sub>O from salt marsh sediments. While it is assumed that the bulk of N<sub>2</sub>O from salt marsh sediment is produced by nitrification and bacterial denitrification, recent reports suggest fungal denitrification may contribute significantly. In this study, four fungi capable of growth under sulfidic conditions were isolated from salt marsh sediments in North Inlet, South Carolina, USA. Fungal species included <italic>Purpureocillium lilacinum, Trichoderma harzianum, Trichoderma virens</italic>, and <italic>Rhodotorula glutinis</italic>, as determined by sequencing the18S and 28S rRNA genes. The isotopomer signatures of N<sub>2</sub>O produced by these fungi were measured using isotope ratio mass spectrometry, which can be used to estimate the contribution of different sources of N<sub>2</sub>O. Up to 22.8% of nitrite provided in growth media was converted to N<sub>2</sub>O by fungal strains isolated from salt marsh sediments. The site preference (SP) of N<sub>2</sub>O produced by salt marsh sediment fungi ranged from 7.5 &#xb1; 1.6&#x2030; to 33.4 &#xb1; 1.2&#x2030;. These values are lower than the SP of N<sub>2</sub>O from the model fungal denitrifier <italic>Fusarium oxysporum</italic> (37.1 &#xb1; 2.5&#x2030;), which is the SP typically used as an endmember in isotope mass balance considerations. The N<sub>2</sub>O SP values we measured expand the range of N<sub>2</sub>O SP used for isotope mass balances calculations to determine the relative contribution of fungi to N<sub>2</sub>O production in salt marsh sediments.</p>
</abstract>
<kwd-group>
<kwd>nitrous oxide</kwd>
<kwd>fungi</kwd>
<kwd>stable isotop</kwd>
<kwd>site preference (SP)</kwd>
<kwd>sulfidic</kwd>
<kwd>salt marsh</kwd>
<kwd>sediment</kwd>
<kwd>isotopomer</kwd>
</kwd-group>    <contract-sponsor id="cn001">Office of the Vice President for Research, University of South Carolina<named-content content-type="fundref-id">10.13039/100010557</named-content>
</contract-sponsor>
<counts>
<fig-count count="4"/>
<table-count count="1"/>
<equation-count count="2"/>
<ref-count count="93"/>
<page-count count="12"/>
<word-count count="5692"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>1 Introduction</title>
<p>Salt marshes represent one of the largest carbon sinks on Earth and effectively filter out excess nutrients, organic matter, and pollutants which would otherwise enter the ocean and potentially lead to coastal eutrophication, harmful algal blooms, and oxygen depletion (<xref ref-type="bibr" rid="B82">Vernberg, 1993</xref>; <xref ref-type="bibr" rid="B75">Teal and Howes, 2000</xref>; <xref ref-type="bibr" rid="B10">Burden et&#xa0;al., 2013</xref>). High amounts of primary production lead to the depletion of oxygen by aerobic respiration, allowing diverse anaerobic metabolisms to aid in the removal of nutrients, such as nitrate through denitrification (<xref ref-type="bibr" rid="B32">Kaplan et&#xa0;al., 1979</xref>; <xref ref-type="bibr" rid="B36">Kostka et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B49">Mcowen et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B85">Wu et&#xa0;al., 2021</xref>). Denitrification has been shown to impact water, sedimentary, and atmospheric chemistry by removing nitrate (<inline-formula>
<mml:math display="inline" id="im1">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>) and producing nitrous oxide (N<sub>2</sub>O) and N<sub>2</sub>-gas (<xref ref-type="bibr" rid="B64">Philippot et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B39">Lecomte et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B90">Zheng et&#xa0;al., 2018</xref>). The recent increases in N<sub>2</sub>O emissions from coastal environments is primarily due to the increases in anthropogenic N in riverine discharge (<xref ref-type="bibr" rid="B54">Murray et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B47">Martin et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B3">Al-Haj and Fulweiler, 2020</xref>; <xref ref-type="bibr" rid="B78">Tian et&#xa0;al., 2020</xref>). N<sub>2</sub>O is of concern as it is a greenhouse gas with a warming potential 296 times higher than carbon dioxide (CO<sub>2</sub>) and is an ozone-depleting agent (<xref ref-type="bibr" rid="B26">IPCC, 2014</xref>). Understanding N<sub>2</sub>O sources in salt marshes and how the sources may change with climate change is, therefore, crucial. Multiple studies have indicated that anaerobic biogeochemical processes mediated by fungi are understudied in marine environments. This study focuses on marine fungal denitrifiers, which have been hypothesized to significantly contribute to salt marsh N<sub>2</sub>O production (<xref ref-type="bibr" rid="B19">Gadd, 2006</xref>; <xref ref-type="bibr" rid="B22">Grossart et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B83">Wankel et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B4">Amend et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B23">Guti&#xe9;rrez et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B1">Aldossari and Ishii, 2021</xref>).</p>
<p>Denitrification is a stepwise reaction where <inline-formula>
<mml:math display="inline" id="im2">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> is reduced to nitrite (<inline-formula>
<mml:math display="inline" id="im3">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>), nitric oxide (NO), N<sub>2</sub>O, and dinitrogen gas (N<sub>2</sub>) through a series of enzymatic reactions encoded by the following genes: respiratory nitrate reductase/periplasmic nitrate reductase (<italic>narG/napA</italic>), copper/iron containing nitrite reductase (<italic>nirK/nirS</italic>), nitric oxide reductase (<italic>nor</italic> in bacteria<italic>/p450nor</italic> in fungi), and nitrous oxide reductase (<italic>nos</italic>Z) (<xref ref-type="bibr" rid="B55">Nakahara et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B93">Zumft, 1997</xref>). Fungi differ from bacteria and archaea in that they lack <italic>nos</italic>Z (<xref ref-type="bibr" rid="B69">Shoun et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B24">Hayatsu et&#xa0;al., 2008</xref>). Fungal N<sub>2</sub>O is thereby released into the environment where it can be consumed by N<sub>2</sub>O-reducing bacteria or emitted to the atmosphere (<xref ref-type="bibr" rid="B25">Higgins et&#xa0;al., 2018</xref>).</p>
<disp-formula>
<label>Eqn. 1)</label>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:msubsup> <mml:mi>O</mml:mi> <mml:mn>3</mml:mn> <mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
<mml:mover> <mml:mo>&#x2192;</mml:mo> <mml:mrow>  <mml:mi>n</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>G</mml:mi>
<mml:mo stretchy="false">/</mml:mo>
<mml:mi>n</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>p</mml:mi>
<mml:mi>A</mml:mi>
</mml:mrow>
</mml:mover>
<mml:mi>N</mml:mi>
<mml:msubsup> <mml:mi>O</mml:mi> <mml:mn>2</mml:mn> <mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
<mml:mover> <mml:mo>&#x2192;</mml:mo> <mml:mrow>  <mml:mi>n</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>K</mml:mi>
</mml:mrow>
</mml:mover>
<mml:mi>N</mml:mi>
<mml:mi>O</mml:mi>
<mml:mover> <mml:mo>&#x2192;</mml:mo> <mml:mrow>  <mml:mi>p</mml:mi>
<mml:mn>450</mml:mn>
<mml:mi>n</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mover>
<mml:msub> <mml:mi>N</mml:mi> <mml:mn>2</mml:mn>
</mml:msub>
<mml:mi>O</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi>X</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:msub> <mml:mi>N</mml:mi> <mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Since the turn of the century, terrestrial studies regarding N<sub>2</sub>O emissions have shown that fungi, rather than bacteria, are a dominant source of soil N<sub>2</sub>O production and account for up to 80% of released N<sub>2</sub>O (<xref ref-type="bibr" rid="B37">Laughlin and Stevens, 2002</xref>; <xref ref-type="bibr" rid="B46">Ma et&#xa0;al., 2008</xref>). While bacterial and archaeal processes are considered the dominant source of N<sub>2</sub>O from salt marshes, recent studies suggest fungal denitrification may contribute a greater share of N<sub>2</sub>O emissions in coastal sediments than initially thought, similar to terrestrial counterparts (<xref ref-type="bibr" rid="B83">Wankel et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B1">Aldossari and Ishii, 2021</xref>). Recent advancements in sequencing technology and cultivation efforts have been instrumental in uncovering the estimated 10,000 species of undiscovered marine fungi, many of which may be capable of denitrification, a widespread trait amongst fungi (<xref ref-type="bibr" rid="B30">Jones, 2011</xref>; <xref ref-type="bibr" rid="B44">Maeda et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B4">Amend et&#xa0;al., 2019</xref>). Furthermore, recent studies have shown that the relative abundance of fungal denitrifiers is positively correlated with nutrient loading and is a significant N<sub>2</sub>O source in estuaries (<xref ref-type="bibr" rid="B33">Kearns et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B35">Kim et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B20">Gao et&#xa0;al., 2022</xref>). The lack of fungal denitrifiers in recovering salt marshes has also been shown to limit bioavailable nitrogen (<inline-formula>
<mml:math display="inline" id="im4">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>) removal, thus demonstrating the role denitrifying fungi play in salt marsh sediment biogeochemistry (<xref ref-type="bibr" rid="B70">Starr et&#xa0;al., 2022</xref>). These studies provide a basis to rethink salt marsh N<sub>2</sub>O dynamics and study salt marsh fungi to determine the significance of fungi in acting as an N<sub>2</sub>O source.</p>
<p>Isotopic approaches can be used to distinguish fungal N<sub>2</sub>O production from other sources (<xref ref-type="bibr" rid="B71">Sutka et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B66">Rohe et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B68">Rohe et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B83">Wankel et&#xa0;al., 2017</xref>). N<sub>2</sub>O is an asymmetric molecule where the centrally positioned alpha nitrogen (N<sup>&#x3b1;</sup>) atom is bonded to the beta positioned nitrogen (N<sup>&#x3b2;</sup>) and oxygen. Differences in isotopic fractionation between fungi, bacteria, and archaea produce changes in the positioning of light and heavy nitrogen atoms (<sup>14</sup>N, <sup>15</sup>N) in the N<sub>2</sub>O molecule (<xref ref-type="bibr" rid="B72">Sutka et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B44">Maeda et&#xa0;al., 2015</xref>). The intramolecular distribution of <sup>15</sup>N is defined by site preference (SP).</p>
<disp-formula>
<label>Eqn. 2)</label>
<mml:math display="block" id="M2">
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>P</mml:mi>
<mml:mo>=</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:msup>
<mml:mtext>&#x3b4;</mml:mtext>
<mml:mrow>
<mml:mn>15</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mi>N</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:msup>
<mml:mtext>&#x3b4;</mml:mtext>
<mml:mrow>
<mml:mn>15</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mi>N</mml:mi>
<mml:mi>&#x3b2;</mml:mi>
</mml:msup>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<p>N<sub>2</sub>O SP is independent of both the initial isotopic composition of the substrate and changes with subsequent consumption (<xref ref-type="bibr" rid="B80">Toyoda et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B72">Sutka et&#xa0;al., 2006</xref>). Therefore, N<sub>2</sub>O SP is thought to be only process-dependent and has been used as a tracer to identify the source of N<sub>2</sub>O in terrestrial and marine environments (<xref ref-type="bibr" rid="B11">Butterbach-Bahl et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B7">Bourbonnais et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B13">Casciotti et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B34">Kelly et&#xa0;al., 2021</xref>). Fungal N<sub>2</sub>O SP measured for the model denitrifying fungi <italic>Fusarium oxysporum</italic> (37.1 &#xb1; 2.5&#x2030;) has been used by multiple studies to estimate the contribution of fungi to N<sub>2</sub>O production from soil and coastal sediments (<xref ref-type="bibr" rid="B66">Rohe et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B83">Wankel et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B67">Rohe et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B73">Su et&#xa0;al., 2021</xref>). However, studies have indicated that <italic>F. oxysporum</italic> is not a well-represented species in fungal communities where <italic>Spartina</italic> dominates, which is a common feature of salt marshes in Europe, the United States, and China (though invasive), questioning the use of this endmember in isotope mass balances in these environments (<xref ref-type="bibr" rid="B58">Parrondo et&#xa0;al., 1978</xref>; <xref ref-type="bibr" rid="B56">Newell et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B9">Buchan et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B8">Buchan et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B79">Torzilli et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B21">Ge et&#xa0;al., 2016</xref>). Furthermore, the N<sub>2</sub>O SP of soil-isolated <italic>F. oxysporum</italic> may not be representative of salt marsh fungi, as saline environments are known to cause physiological responses in fungi, with some studies suggesting fungal denitrification may be enhanced with at higher salinities (<xref ref-type="bibr" rid="B77">Thiem et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B88">Yu et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B63">P&#xe9;rez-Llano et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B1">Aldossari and Ishii, 2021</xref>; <xref ref-type="bibr" rid="B12">Calabon et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B31">Jones et&#xa0;al., 2022</xref>). N<sub>2</sub>O SP from salt marsh sediment fungi would therefore be more representative of fungi isolated from saline environments. A recent metabarcoding survey showed that fungi from the families <italic>Teratospheariaceae</italic>, <italic>Mycosphaerellaceae</italic>, <italic>Physalacriaceae</italic>, and <italic>Lasiosphaeriaceae</italic> and from the orders Capnodiales and Rhytismatales dominated sediment mycobiomes in a New England salt marsh (<xref ref-type="bibr" rid="B33">Kearns et&#xa0;al., 2019</xref>). The same study found that the relative abundance of putative denitrifying fungi from the orders Sordariales and Hypocreales were the highest (<xref ref-type="bibr" rid="B33">Kearns et&#xa0;al., 2019</xref>). In this study, we isolated four N<sub>2</sub>O-producing fungal strains from salt marsh sediments and measured their N<sub>2</sub>O yield and SP.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>2 Materials and methods</title>
<p>The first part of this study is designed to isolate N<sub>2</sub>O-producing fungi from salt marsh sediments. Published studies on fungal N<sub>2</sub>O production obtained their isolates either from a culture collection (e.g. <xref ref-type="bibr" rid="B44">Maeda et&#xa0;al., 2015</xref>) or from the environment using aerobic media (e.g. <xref ref-type="bibr" rid="B27">Jirout, 2015</xref>). To the best of our knowledge, we made the first attempt using anaerobic enrichment cultures to isolate fungi from salt marsh sediments, which typically become anoxic below just a few millimeters depth. Given previous reports on the presence of fungi in anoxic parts of salt marsh sediments (e.g. <xref ref-type="bibr" rid="B33">Kearns et&#xa0;al., 2019</xref>), we expect the use of anaerobic media will select for fungal lineages well adapted to anoxia. Previous studies on N<sub>2</sub>O-producing fungi all used complex media including undefined components such as potato infusion and peptone. To select for fungi adapted to low nutrient supply, a defined mineral media recipe (detailed below) was included in our isolation efforts.</p>
<sec id="s2_1">
<title>2.1 Aerobic media</title>
<p>Aerobic media were prepared with an artificial seawater base containing 20&#xa0;g L<sup>-1</sup> sodium chloride (Fisher Scientific), 3&#xa0;g L<sup>-1</sup> magnesium chloride hexahydrate (Fisher Scientific), 0.15&#xa0;g L<sup>-1</sup> calcium chloride (Fisher Scientific), 0.5&#xa0;g L<sup>-1</sup> potassium chloride (Fisher Scientific) in ultrapure water produced by Milli-Q<sup>&#xae;</sup> EQ 7000 Ultrapure Water Purification System (MilliporeSigma, Merck KGaA, Darmstadt, Germany). Mineral media included 10 mM 3-(N-Morpholino)-Propanesulfonic Acid (MOPS) buffer (pH = 7.2, from 1 M stock solution (209.26&#xa0;g L<sup>-1</sup> MOPS free acid from EMP Millipore Corp., 100 mL L<sup>-1</sup> 5 M sodium hydroxide from Spectrum Chemical Mfg Corp.), 2 mM ammonium chloride (Fisher Scientific), 0.2 mM sodium sulfate (J.T. Baker), 0.146 mM dipotassium phosphate (J.T. Baker), and 0.0588 mM monopotassium phosphate (J.T. Baker), and supplemented with trace elements. The final concentration of trace elements included: 20 &#x3bc;M hydrochloric acid (VWR Chemicals), 7.5 &#x3bc;M ferrous ammonium sulfate (Fisher Scientific), 0.48 &#x3bc;M boric acid (Sigma Chemical Co.), 0.5 &#x3bc;M manganese chloride (Fisher Scientific), 6.8 &#x3bc;M cobalt sulfate (Sigma Chemical Co.), 1.0 &#x3bc;M nickel chloride (Acros Organics), 12 nM copper chloride (Acros Organics), 0.5 &#x3bc;M zinc sulfate (Sigma Chemical Co.), 0.15 &#x3bc;M sodium molybdate (Acros Organics), 25 nM metavanadate (Acros Organics), 9 &#x3bc;M sodium tungstate (Acros Organics), 23 nM sodium selenite (Sigma Chemical Co.). <italic>Spartina Alterniflora</italic> stems, collected from North Inlet salt marshes, were cleaned and chopped to about 3&#xa0;mm in size, and included as a carbon substrate in vials (1% w v<sup>-1</sup>). Complex media were prepared with the same recipe and two additional components, namely 2.5&#xa0;g L<sup>-1</sup> of yeast extract (Fluka BioChemika) and 2.5&#xa0;g L<sup>-1</sup> of peptone (Fluka BioChemika). Solid media were prepared by including 2% (w v<sup>-1</sup>) agar (Thermo Scientific). After autoclave sterilization and cooling (20 minutes at 121&#xb0;C), a mixture of penicillin-G sodium (Alfa Aesar) and streptomycin sulfate (Acros Organics) was added to reach a final concentration of 0.2&#xa0;g L<sup>-1</sup> to minimize bacterial growth.</p>
</sec>
<sec id="s2_2">
<title>2.2 Anaerobic media</title>
<p>The composition of anaerobic media used to isolate and maintain fungal cultures was identical to aerobic media with the following exceptions. Resazurin, 1 &#x3bc;g L<sup>-1</sup>, (Acros Organics) was added as a redox indicator; 0.1 mM of sodium sulfide (Acros Organics) and 1&#xa0;g L<sup>-1</sup> of L-cysteine (Acros Organics) were included as reducing reagents. Liquid media were purged with ultra-high purity N<sub>2</sub> (Airgas) for 20 to 30 minutes, and 20-ml were dispensed into N<sub>2</sub>-flushed 65-ml serum vials sealed with butyl rubber septa and aluminum crimps. After autoclave sterilization, each vial of anaerobic media was supplemented with a mixture of 0.2&#xa0;g L<sup>-1</sup> of penicillin-G sodium (Alfa Aesar), 0.2&#xa0;g L<sup>-1</sup>streptomycin sulfate (Acros Organics), and 10 &#x3bc;M sodium nitrite (Fisher Chemicals). For isotopic analysis (described below), the anaerobic media were amended with 100 &#x3bc;M <inline-formula>
<mml:math display="inline" id="im5">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>. Anaerobic roll tubes for colony picking were prepared as described previously (<xref ref-type="bibr" rid="B61">Peng et&#xa0;al., 2018</xref>).</p>
</sec>
<sec id="s2_3">
<title>2.3 Isolation and maintenance of N<sub>2</sub>O-producing fungal strains</title>
<p>Triplicate 30-cm sediment cores were taken from two sites, Clambank and Oyster Landing, at the North Inlet-Winyah Bay National Estuarine Research Reserve in Georgetown, South Carolina (33.35&#xb0;N, 79.20&#xb0;W) on June 17<sup>th</sup>, 2021 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The North Inlet salt marsh is dominated by <italic>Spartina alterniflora</italic> (<xref ref-type="bibr" rid="B2">Allen et&#xa0;al., 2014</xref>). The cores were put on ice during transportation from Georgetown to Columbia, South Carolina, where initial enrichment culture inoculation occurred on the same day.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Samling locations (marked by pins) for salt marsh sediments at the North Inlet-Winyah Bay National Estuarine Research Reserve (33.35&#xb0;N, 79.20&#xb0;W). The image is produced using Google Earth Pro with data from SIO, NOAA, U.S. Navy, NGA, and GEBCO satellites.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-1098508-g001.tif"/>
</fig>
<p>As marine fungi are typically hard to isolate (<xref ref-type="bibr" rid="B17">Edwards et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B4">Amend et&#xa0;al., 2019</xref>), we used the common plate dilution technique (<xref ref-type="bibr" rid="B84">Warcup, 1950</xref>) to isolate N<sub>2</sub>O-producing fungi that are facultative anaerobes. Sediments from 1&#xa0;cm and 10&#xa0;cm depths were diluted in aerobic media and were used to streak agar plates. After three rounds of colony picking, isolated fungal cultures were inoculated into anaerobic media and screened for the ability to grow under sulfidic conditions and produce N<sub>2</sub>O. Two fungal strains isolated using complex media and one fungal strain isolated using mineral media demonstrated high potential for N<sub>2</sub>O production.</p>
<p>Anaerobic enrichment cultures of salt marsh sediment fungi were established in an Aldrich<sup>&#xae;</sup> AtmosBag (SKU Z555525) pre-flushed three times with ultra-high purity nitrogen (N<sub>2</sub>). Approximately 0.1&#xa0;g of sediment was placed into the serum vials containing anaerobic media using aseptic techniques. All enrichment cultures were screened for N<sub>2</sub>O production in the headspace using a gas chromatograph (described below) equipped with an electron capture detector (ECD). N<sub>2</sub>O-producing enrichment cultures were selected for fungal isolation using the anaerobic roll tube technique (<xref ref-type="bibr" rid="B61">Peng et&#xa0;al., 2018</xref>). One N<sub>2</sub>O-producing fungal strain was isolated from anaerobic enrichment cultures. This was the first known case of anaerobic marine fungi isolated under sulfidic conditions.</p>
<p>Isolated fungal cultures were maintained in anaerobic batch cultures, which were transferred to fresh media every 7-10 days. When inoculating fresh media, 0.2 mL of media containing fungal cells were drawn from the inoculum culture using techniques that avoided oxygen contamination. For yeasts, the batch culture serving as the inoculum was thoroughly homogenized before inoculation. For filamentous fungi, we performed careful visual inspection to include similar amounts of filamentous fungi in each 0.2-ml inoculum to ensure replicate cultures had similar amount of initial biomass.</p>
</sec>
<sec id="s2_4">
<title>2.4 DNA extraction and rRNA gene sequencing</title>
<p>Fungal cells were harvested by centrifugation and DNA were extracted using the DNeasy Plant Pro kit (QIAGEN). The quantity and quality of the DNA were measured using a Nanodrop 2000C spectrophotometer (ThermoFisher Scientific).</p>
<p>The small (SSU) and large (LSU) subunits of the rRNA genes were amplified using the primers Fun18S1 (5&#x2019;-CCATGCATGTCTAAGTWTAA-3&#x2019;) (<xref ref-type="bibr" rid="B43">Lord et&#xa0;al., 2002</xref>) and FR1 (5&#x2019;-ANCCATTCAATCGGTANT-3&#x2019;) (<xref ref-type="bibr" rid="B81">Vainio and Hantula, 2000</xref>) targeting the V1 to V8 regions of the SSU rRNA gene and LR0R (5&#x2019;-ACCCGCTGAACTTAAGC-3&#x2019;) and LR5 targeting the D1 to D3 regions of the LSU rRNA gene (<xref ref-type="bibr" rid="B76">Tedersoo et&#xa0;al., 2015</xref>). The PCR reactions were performed using Phusion<sup>&#xae;</sup> high-fidelity DNA polymerase (New England BioLabs, M0530, Ipswich, MA). The thermal cycle started with 30 seconds at 98&#xb0;C, followed by 30 cycles of 10 seconds at 98&#xb0;C, 30 seconds at 60&#xb0;C, and 30 seconds at 72&#xb0;C. The final elongation at 72&#xb0;C was 5 minutes long. The PCR products were gel purified using Zymo DNA Clean &amp; Concentrator -5 following the manufacturer&#x2019;s protocol and sent to Etonbio (Research Triangle Park, North Carolina, USA) for Sanger sequencing.</p>
<p>SSU and LSU sequences were searched against the NCBI nt database using the web portal for blastn (<xref ref-type="bibr" rid="B29">Johnson et&#xa0;al., 2008</xref>). Sequences for phylogenetic analysis were retrieved from the NCBI GenBank. Sequences were aligned using MUSCLE and manually trimmed using MEGA version 11 (<xref ref-type="bibr" rid="B16">Edgar, 2004</xref>; <xref ref-type="bibr" rid="B74">Tamura et&#xa0;al., 2021</xref>). Maximum-likelihood trees were constructed using FastTree 2.1 with default settings (1,000 bootstrap replicates, Jukes-Cantor model) (<xref ref-type="bibr" rid="B65">Price et&#xa0;al., 2010</xref>). The tree was then imported to Interactive Tree of Life (iTOL v6.6) for visualization (<xref ref-type="bibr" rid="B40">Letunic and Bork, 2019</xref>).</p>
</sec>
<sec id="s2_5">
<title>2.5 Measurements of headspace gas composition</title>
<p>SRI Greenhouse Gas Monitoring Gas Chromatograph, model 8610-0040, equipped with an ECD and a flame ionized detector (FID) was used to measure N<sub>2</sub>O and CO<sub>2</sub> headspace gas production. Prior to gas extraction, 5 mL of ultra-high purity N<sub>2</sub> gas was added to vials with a gas-tight syringe and a sterilized needle to avoid air contamination. A gas-tight syringe and a sterilized needle was used to extract 5 mL of headspace gas, which was manually injected into the sampling port on the instrument. Ultra-high purity N<sub>2</sub> gas was used as the carrier gas, maintained at 30&#xa0;psi. The column oven temperature was set at 90 &#xb0;C. The ECD and FID, coupled to a methanizer for CO<sub>2</sub>, measurements, were set at 300 &#xb0;C. N<sub>2</sub>O standard curves were constructed using 5 ppm, 10 ppm, and 100 ppm N<sub>2</sub>O (GASCO, Cal Gas Direct Incorporated, Huntington Beach, California, USA). CO<sub>2</sub> standard curves were constructed using 1%, 5%, and 10% CO<sub>2</sub> calibration standards from GASCO. Multiple reference samples served as controls, including uninoculated media and N<sub>2</sub>O producing fungal cultures terminated with concentrated sodium hydroxide and purged with N<sub>2</sub>.</p>
</sec>
<sec id="s2_6">
<title>2.6 N<sub>2</sub>O isotopic analysis</title>
<p>Analysis of N<sub>2</sub>O stable isotopes and isotopomers were made using an Elementar Americas Inc. isoprime precisION continuous flow, multicollector, isotope-ratio mass spectrometer (CF-MC-IRMS) equipped with a custom purge-and-trap and gas extraction systems, as described in <xref ref-type="bibr" rid="B14">Charoenpong et al. (2014)</xref>. The CF-MC-IRMS has the necessary collector configuration for simultaneous determination of masses 30, 31 for the NO<sup>+</sup> fragment of N<sub>2</sub>O (determination of &#x3b4;<sup>15</sup>N<sup>&#x3b1;</sup>) and 44, 45, and 46 (determination of bulk &#x3b4;<sup>15</sup>N and &#x3b4;<sup>18</sup>O). Cultures for isotopic analysis had a final <inline-formula>
<mml:math display="inline" id="im6">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> concentration of 100 &#x3bc;M. A gas tight syringe was used to extract 3-mL to 5-mL headspace gas, which was then injected into the CF-MC-IRMS injection port. N<sub>2</sub>O was purified in a purge and trap system under helium continuous flow (40 mL/min), CO<sub>2</sub> was chemically removed, and H<sub>2</sub>O vapor was eliminated with both chemical and cryogenic traps. N<sub>2</sub>O was cryofocused with two liquid N<sub>2</sub> traps and passed through a capillary GC column prior to IRMS analysis. These latter steps, including GC column backflushing to eliminate interferences in the SP determination, were nearly identical to what was described by <xref ref-type="bibr" rid="B48">McIlvin and Casciotti (2010)</xref>. Helium flow was optimized to achieve quantitative extraction and reproducible results, even at low N<sub>2</sub>O concentrations. N<sub>2</sub>O concentrations in our samples were calculated from relative peak heights between the samples and a dilution series of pure N<sub>2</sub>O gas mixtures (in N<sub>2</sub>) of known N<sub>2</sub>O concentrations (500 and 7500 ppm). The reproducibility of bulk &#x3b4;<sup>15</sup>N and &#x3b4;<sup>18</sup>O and SP as well as any instrumental drift were determined from measurements of an internal reference gas distributed through the analytical run. The measurements were calibrated from a four-point calibration correction using N<sub>2</sub>O standards covering a large range of SP (-92.7&#x2030; - 18.9&#x2030;), as well as bulk &#x3b4;<sup>15</sup>N and &#x3b4;<sup>18</sup>O composition calibrated by S. Toyoda (Tokyo Institute of Technology), and obtained from Joaquim Mohn (EMPA, Swiss Federal Laboratories for Materials Science &amp; Technology). These standards were analyzed in duplicate for each run to quantify the scrambling effect, potential offset and iteratively solve for the different calibration parameters (<xref ref-type="bibr" rid="B18">Frame and Casciotti, 2010</xref>; <xref ref-type="bibr" rid="B50">Mohn et&#xa0;al., 2014</xref>). Correction for isobaric interference from <sup>17</sup>O was included in these procedures. Standard deviations for triplicate measurements of our N<sub>2</sub>O standards were typically below 0.1&#x2030; for &#x3b4;<sup>15</sup>N-N<sub>2</sub>Obulk, 0.2&#x2030; for &#x3b4;<sup>18</sup>O-N<sub>2</sub>O and 1&#x2030; for SP, which were comparable to values reported by <xref ref-type="bibr" rid="B50">Mohn et&#xa0;al. (2014)</xref>.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>3 Results</title>
<sec id="s3_1">
<title>3.1 Phylogeny and classification</title>
<p>The four fungal strains we isolated and investigated in this study were <italic>Purpureocillium lilacinum BL2022</italic>, <italic>Trichoderma virens XP2022</italic>, <italic>Trichoderma harzianum MB2022</italic>, <italic>and Rhodotourla glutinis MT2022</italic>, as identified by blastn and phylogenetic analysis (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures S1, S2, and S3</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). <italic>T. harzianum</italic> and <italic>T. virens</italic> were closely related to terrestrial and marine derived species, such as <italic>T. polysporum</italic> and <italic>T. citrinoviride</italic>. <italic>R. glutini</italic>s <italic>MT2022</italic> was closely related to other species which have been isolated from both marine (<italic>R. diobovata)</italic> and terrestrial environments (<italic>R. graminis</italic> and <italic>R. babjeavae</italic>). <italic>P. lilacinum</italic> was closely related to terrestrially derived species but was distinct from <italic>P.lilacinum CBS284.36</italic>. <italic>T. harzianum</italic> was the only strain isolated using mineral media (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), which did not contain yeast extract or peptone.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>The mean and standard deviation (n = 3) of N<sub>2</sub>O site preference (SP) produced by salt marsh sediment fungal strains from this study.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Species</th>
<th valign="top" align="center">Media type</th>
<th valign="top" align="center">Mean (&#x2030;)</th>
<th valign="top" align="center">SD (&#x2030;)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<italic>T. harzianum</italic>
</td>
<td valign="top" align="left">Mineral</td>
<td valign="top" align="center">7.46</td>
<td valign="top" align="center">1.57</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>T. virens</italic>
</td>
<td valign="top" align="left">Complex</td>
<td valign="top" align="center">30.56</td>
<td valign="top" align="center">2.09</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>P. lilacinum</italic>
</td>
<td valign="top" align="left">Complex</td>
<td valign="top" align="center">31.00</td>
<td valign="top" align="center">1.31</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>R. glutinis</italic>
</td>
<td valign="top" align="left">Complex</td>
<td valign="top" align="center">33.41</td>
<td valign="top" align="center">1.20</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>The composition of complex and mineral media was the same except that yeast extract and peptone were included in complex media.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<title>3.2 N<sub>2</sub>O and CO<sub>2</sub> production from salt marsh sediment fungi</title>
<p>
<italic>P. lilacinum</italic> produced the greatest amount of N<sub>2</sub>O and CO<sub>2</sub> (22.8 &#xb1; 7.8 nmol of N<sub>2</sub>O and 179 &#xb1; 24 &#x3bc;mol of CO<sub>2</sub>, <xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A, E</bold>
</xref>). <italic>T. virens</italic>, <italic>T. harzianum</italic>, and <italic>R. glutinis.</italic> produced an average of 17.4 &#xb1; 5.4 nmol, 4.45 &#xb1; 0.48 nmol, and 4.24 &#xb1; 1.57 nmol of N<sub>2</sub>O (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2B&#x2013;D</bold>
</xref>) and 39.0 &#xb1; 20.0, 5.00 &#xb1; 0.44, and 88.1 &#xb1; 37.5 &#x3bc;mol of CO<sub>2</sub> (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2F&#x2013;H</bold>
</xref>), respectively. The production of N<sub>2</sub>O by <italic>P. lilacinum</italic> did not plateau until the 22nd day. The production of N<sub>2</sub>O by <italic>T. virens</italic> plateaued after the 16th day. The production of N<sub>2</sub>O by <italic>T. harzianum</italic> and <italic>R. glutinis</italic> reached a maximum in only two to three days. N<sub>2</sub>O yield for each fungal strain was calculated using the average maximum N<sub>2</sub>O produced, where N<sub>2</sub>O yield is the fraction of <inline-formula>
<mml:math display="inline" id="im7">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>N converted to N<sub>2</sub>O-N (see Supplementary Information for additional details). <italic>P.lilacinum, T. virens</italic>, <italic>T. harzianum</italic>, and <italic>R. glutinis</italic> had respective yields of 22.8 &#xb1; 7.8%, 17.4 &#xb1; 5.4%, 4.45 &#xb1; 0.48%, and 4.24 &#xb1; 1.57%. There was a significant correlation between N<sub>2</sub>O and CO<sub>2</sub> production (p&lt; 0.01) for each replicate culture of the filamentous fungi <italic>P. lilacinum</italic>, <italic>T. virens</italic>, and <italic>T. harzianum</italic> (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). N<sub>2</sub>O and CO<sub>2</sub> production by <italic>R. glutinis</italic> were not significantly correlated.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>The production of N<sub>2</sub>O and CO<sub>2</sub> by <italic>P. lilacinum</italic> <bold>(A, E)</bold>, <italic>T. virens</italic> <bold>(B, F)</bold>, <italic>T. harzianum</italic> <bold>(C, G)</bold>, and <italic>R. glutinis</italic> <bold>(D, H)</bold> isolated from salt marsh sediments. Each color and symbol combination represents one of the three replicates.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-1098508-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Correlation between N<sub>2</sub>O and CO<sub>2</sub> production by salt marsh sediment fungi <italic>P. lilacinum</italic> <bold>(A)</bold>, <italic>T. virens</italic> <bold>(B)</bold>, <italic>T. harzianum</italic> <bold>(C)</bold>, and <italic>R. glutinis</italic> <bold>(D)</bold>. Each color represents one of the three replicates.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-1098508-g003.tif"/>
</fig>
<p>To further explore the effect of concentration on fungal N<sub>2</sub>O production, the species with the highest cumulative N<sub>2</sub>O production, <italic>P. lilacinum</italic>, was cultivated with 0 &#x3bc;M, 10 &#x3bc;M, 100 &#x3bc;M <inline-formula>
<mml:math display="inline" id="im8">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> in triplicate. When grown without <inline-formula>
<mml:math display="inline" id="im9">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, <italic>P. lilacinum</italic> produced &lt;1 nmol of N<sub>2</sub>O (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The addition of 100 &#x3bc;M to growth media resulted in a &gt;10-fold increase in N<sub>2</sub>O production for two of the three replicates when compared to the three replicates grown with 10 &#x3bc;M <inline-formula>
<mml:math display="inline" id="im11">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> (285.0 &#xb1; 20.1 nmol and 22.8 &#xb1; 7.8 nmol of N<sub>2</sub>O, respectively).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>N<sub>2</sub>O production by the salt marsh sediment fungi <italic>P. lilacinum</italic> cultivated with 0 &#x3bc;M <bold>(A)</bold>, 10 &#x3bc;M <bold>(B)</bold>, and 100 &#x3bc;M <bold>(C)</bold>. Each color and symbol combination represents one of the three replicates.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-1098508-g004.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>3.3 Site preference of N<sub>2</sub>O from salt marsh sediment fungi</title>
<p>Site preference (SP) values of N<sub>2</sub>O from salt marsh sediment fungi ranged from 7.49 &#xb1; 1.57&#x2030; for <italic>T. harzianum</italic>, to 33.41 &#xb1; 1.20&#x2030; for <italic>R. glutinis</italic> (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), which were all lower than N<sub>2</sub>O SP values (37.1 &#xb1; 2.5&#x2030;) measured from the model fungal denitrifier <italic>F. oxysporum</italic> (<xref ref-type="bibr" rid="B71">Sutka et&#xa0;al., 2008</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>4 Discussion</title>
<sec id="s4_1">
<title>4.1 N<sub>2</sub>O production by salt marsh sediment fungi</title>
<p>We used both aerobic and anaerobic cultivation techniques to isolate N<sub>2</sub>O-producing fungi from salt marsh sediments in North Inlet, South Carolina, USA. The aerobic technique is similar to previous efforts to isolate N<sub>2</sub>O-producing fungi from soil (<xref ref-type="bibr" rid="B28">Jirout et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B52">Mothapo et&#xa0;al., 2013</xref>) except that our media were prepared with a seawater base, which selected for fungi adapted to salinity in the range of 30 to 35 ppt. All filamentous species (<italic>P. lilacinum</italic>, <italic>T. virens</italic>, and <italic>T. harzianum</italic>) we isolated from salt marsh sediments have been isolated from soil and shown to produce N<sub>2</sub>O (<xref ref-type="bibr" rid="B38">Lavrent&#x2019;ev et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B27">Jirout, 2015</xref>; <xref ref-type="bibr" rid="B44">Maeda et&#xa0;al., 2015</xref>). A comparative genomics studies showed that all these three species possess the diagnostic gene for fungal denitrification, the cytochrome P450 nitric oxide reductase (<italic>P450nor</italic>) (<xref ref-type="bibr" rid="B25">Higgins et&#xa0;al., 2018</xref>). The positive correlations between N<sub>2</sub>O and CO<sub>2</sub> production by filamentous fungi indicate respiratory denitrification is responsible for N<sub>2</sub>O production. Variability in N<sub>2</sub>O production, within individual strains&#x2019; cultures, is likely due to small differences in the number of cells in the inoculum between triplicates. While this study was not intended as an exhaustive search for N<sub>2</sub>O-producing fungi from salt marsh sediments, our results indicate that at least a subset of N<sub>2</sub>O-producing fungi from terrestrial environments (<xref ref-type="bibr" rid="B51">Mothapo et&#xa0;al., 2015</xref>) are present in salt marsh sediments and have the potential to produce N<sub>2</sub>O at high yields.</p>
<p>The ability to produce N<sub>2</sub>O was widespread among the hundreds of strains tested by Maeda and colleagues (<xref ref-type="bibr" rid="B44">Maeda et al., 2015</xref>), but only one (Mucorales) of the 70 N<sub>2</sub>O-producing strains in their study was not from the phylum Ascomycota. A survey of <italic>P450nor</italic> in over 700 fungal genomes also showed that this diagnostic gene for fungal denitrification was primarily found in Ascomycota (<xref ref-type="bibr" rid="B25">Higgins et&#xa0;al., 2018</xref>). While Ascomycota seem to be the main lineage capable of N<sub>2</sub>O production, fungi from other phyla, particularly early diverging lineages, are poorly represented in these studies, partially due to their low abundance in terrestrial environments (<xref ref-type="bibr" rid="B5">Berbee et&#xa0;al., 2017</xref>). There is evidence that early diverging fungi play a more important role in marine environments than in terrestrial environments, and their potential to produce N<sub>2</sub>O remains to be examined (<xref ref-type="bibr" rid="B62">Peng and Valentine, 2021</xref>).</p>
<p>To the best of our knowledge, this is the first study that used strictly anaerobic techniques to isolate fungi from salt marsh sediments, where oxygen is typically depleted a few millimeters below the surface (<xref ref-type="bibr" rid="B60">Peng et&#xa0;al., 2021</xref>). The only N<sub>2</sub>O-producing fungus isolated anaerobically was the basidiomycetous yeast <italic>R. glutinis</italic>, which is not known to possess <italic>P450nor</italic> in its genome (<xref ref-type="bibr" rid="B25">Higgins et&#xa0;al., 2018</xref>), but it does possess a fungal nitrite reductase (fungal <italic>nirK</italic>). The decoupling between N<sub>2</sub>O and CO<sub>2</sub> production in <italic>R. glutinis</italic> cultures (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>) suggests that N<sub>2</sub>O production by <italic>R. glutinis</italic> may not be from respiratory denitrification. Instead, energy production by <italic>R. glutinis</italic>, an oleaginous yeast, was likely from fermentation (<xref ref-type="bibr" rid="B87">Yeeh, 1999</xref>; <xref ref-type="bibr" rid="B86">Xue et&#xa0;al., 2008</xref>). This could also explain the low N<sub>2</sub>O yield by <italic>R. glutinis</italic> (3.25 &#xb1; 1.20%). While this is the first report of N<sub>2</sub>O production by <italic>R. glutinis</italic> grown under sulfidic conditions, an unidentified <italic>Rhodotorula</italic> species grown under aerobic conditions produced N<sub>2</sub>O after it reached stationary phase (<xref ref-type="bibr" rid="B6">Bleakley and Tiedje, 1982</xref>). Therefore, regardless of the mechanism of N<sub>2</sub>O production by <italic>R. glutinis</italic>, it can contribute significantly to N<sub>2</sub>O production from salt marsh sediments where the redox conditions fluctuate due to daily tides. A strong positive correlation was observed between N<sub>2</sub>O production rate and the relative abundance of <italic>Rhodotorula</italic> in estuarine sediments in Xiamen, China (<xref ref-type="bibr" rid="B73">Su et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s4_2">
<title>4.2 The influence of cultivation conditions on fungal N<sub>2</sub>O production</title>
<p>Nearly all previous studies on N<sub>2</sub>O production by fungi used media containing 10 mM of <inline-formula>
<mml:math display="inline" id="im12">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="bibr" rid="B69">Shoun et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B53">Mouton et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B28">Jirout et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B52">Mothapo et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B44">Maeda et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B92">Zou et&#xa0;al., 2021</xref>), which is orders of magnitude higher than the <italic>in situ</italic> <inline-formula>
<mml:math display="inline" id="im13">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> concentrations in soil or marine sediments. It is known that different nutrient levels can cause different physiological responses in fungi, including changes which affect the ability of the cell to transport nutrients and degrade carbon (<xref ref-type="bibr" rid="B57">Ozcan and Johnston, 1999</xref>; <xref ref-type="bibr" rid="B89">Zaman et&#xa0;al., 2008</xref>). In this study we cultivated N<sub>2</sub>O-producing fungi using sulfidic media containing <inline-formula>
<mml:math display="inline" id="im14">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> at a level (10 &#x3bc;M) much closer to <italic>in situ</italic> conditions. Consequently, the total amounts of N<sub>2</sub>O production in our study were lower than previously reported value, but the yield of N<sub>2</sub>O from <inline-formula>
<mml:math display="inline" id="im15">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
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</mml:mrow>
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</inline-formula> by salt marsh sediment fungi (up to 22.8 &#xb1; 7.8%) was comparable to some of the highest levels in previous studies (<xref ref-type="bibr" rid="B52">Mothapo et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B27">Jirout, 2015</xref>; <xref ref-type="bibr" rid="B44">Maeda et&#xa0;al., 2015</xref>). Furthermore, the salt marsh sediment fungi were cultivated under sulfidic conditions, demonstrating their relevance in N<sub>2</sub>O production even at sulfidic depths of the sediments.</p>
<p>The ~10-fold increase in both N<sub>2</sub>O and CO<sub>2</sub> production by <italic>P. lilacinum</italic> grown with 100 &#x3bc;M <inline-formula>
<mml:math display="inline" id="im16">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>NO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> (compared to 10 &#x3bc;M ) further supports the notion that respiratory reduction of <inline-formula>
<mml:math display="inline" id="im17">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
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<mml:mo>&#x2212;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> was the primary mechanism for N<sub>2</sub>O production, although we cannot rule out the possibility that secondary metabolisms also contribute to N<sub>2</sub>O production (<xref ref-type="bibr" rid="B25">Higgins et&#xa0;al., 2018</xref>). Such a response by <italic>P. lilacinum</italic> implies that fungal N<sub>2</sub>O production from salt marsh sediments will scale linearly with nutrient inputs from anthropogenic sources. A recent report demonstrated the drastic increase in N<sub>2</sub>O production from salt marsh sediments under long-term fertilization (<xref ref-type="bibr" rid="B60">Peng et&#xa0;al., 2021</xref>), and fungi may have played a major role in the observed N<sub>2</sub>O production by the bulk sediment community.</p>
</sec>
<sec id="s4_3">
<title>4.3 Site preference of fungi isolated from salt marsh sediment</title>
<p>Stable isotope mass balance has become a useful tool to determine the contribution of fungi to total N<sub>2</sub>O production (<xref ref-type="bibr" rid="B83">Wankel et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B67">Rohe et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B73">Su et&#xa0;al., 2021</xref>). This approach constrains the contribution of different sources and sinks of N<sub>2</sub>O by measuring N and O isotopes and isotopomers of N<sub>2</sub>O from a complex system, which requires the knowledge of endmembers for each pathway (e.g. bacterial denitrification, fungal denitrification). However, studies employing this method so far have relied primarily on the N<sub>2</sub>O isotopomer signature determined for the model organism <italic>F. oxysporum</italic> (<xref ref-type="bibr" rid="B71">Sutka et&#xa0;al., 2008</xref>), which is not necessarily representative of N<sub>2</sub>O produced by marine fungi from salt marsh sediments. A recent study using an isotope mass balance approach found that the site preference value and &#x3b4;<sup>18</sup>O of N<sub>2</sub>O from estuarine sediments sometimes exceeded the values for the fungal endmember based on <italic>F. oxysporum</italic> (<xref ref-type="bibr" rid="B73">Su et&#xa0;al., 2021</xref>). We interpret this as additional evidence for the need to evaluate the N<sub>2</sub>O isotopologue composition produced by fungi from salt marsh sediments.</p>
<p>A study on soil fungi showed that N<sub>2</sub>O SP ranged from 15.8&#x2030; - 37.1&#x2030;, depending on the species (<xref ref-type="bibr" rid="B44">Maeda et&#xa0;al., 2015</xref>). Yet, work by Maeda and colleagues (<xref ref-type="bibr" rid="B44">Maeda et al., 2015</xref>) has since not been used in any published isotope mass balances calculations. Our findings add to evidence presented by <xref ref-type="bibr" rid="B44">Maeda et&#xa0;al. (2015)</xref> that N<sub>2</sub>O SP depends on the fungal isolate at the species and even strain level. We further present evidence that N<sub>2</sub>O SP may differ based on growth conditions, even for fungi of the same species. N<sub>2</sub>O SP values measured by <xref ref-type="bibr" rid="B44">Maeda et&#xa0;al. (2015)</xref> for several strains of <italic>T. harzianum</italic> ranged from 30 - 33.4&#x2030;. In contrast, the SP values of N<sub>2</sub>O produced by the salt marsh sediment <italic>T. harzianum</italic> from this study (7.46 &#xb1; 1.57&#x2030;) was much lower, and was the lowest fungal N<sub>2</sub>O SP reported to date. This may be attributed to two factors. Firstly, the <italic>T. harzianum</italic> isolated from salt marsh sediments in this study is the first and only N<sub>2</sub>O-producing fungal culture grown on mineral media to the best of our knowledge. It has been shown that different organic nitrogen sources can impact N<sub>2</sub>O emissions, though little is known about how N<sub>2</sub>O SP values would be impacted (<xref ref-type="bibr" rid="B59">Pelster et&#xa0;al., 2012</xref>). Secondly, fungal culture media we prepared did not include any soluble sugars (e.g. dextrose), which was a staple ingredient in all previously published studies (<xref ref-type="bibr" rid="B71">Sutka et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B66">Rohe et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B44">Maeda et&#xa0;al., 2015</xref>). Instead, the stems of <italic>Spartina alterniflora</italic> (lignocellulose) was provided as the sole carbon source to <italic>T. harzianum</italic> grown on mineral media. It has recently been shown that the type of carbon substrates used to cultivate freshwater bacteria has a significant impact on the SP values of bacterial N<sub>2</sub>O (<xref ref-type="bibr" rid="B41">Li et&#xa0;al., 2022</xref>). It is possible that this is true for N<sub>2</sub>O-producing fungi as well, though future work is needed to verify.</p>
<p>Along with <italic>T. harzianum</italic>, other salt marsh sediment fungi in this study produced N<sub>2</sub>O SP values lower than that from the model fungal denitrifier <italic>F. oxysporum</italic> (<xref ref-type="bibr" rid="B71">Sutka et&#xa0;al., 2008</xref>), indicating that it is inaccurate and oversimplifying to use the N<sub>2</sub>O SP from one single strain as an endmember for stable isotope mass balance calculations. Many of the N<sub>2</sub>O SP values measured from core incubations by Wankel and colleagues (<xref ref-type="bibr" rid="B83">Wankel et al., 2017</xref>) are within the range of the N<sub>2</sub>O SP values reported in this study and by <xref ref-type="bibr" rid="B44">Maeda et&#xa0;al. (2015)</xref>. Future work is needed to determine how carbon and nitrogen substrate types influence fungal N<sub>2</sub>O SP values. While the range of fungal N<sub>2</sub>O SP values overlaps with the N<sub>2</sub>O SP range from abiotic N<sub>2</sub>O production, abiotic denitrification is favored in high pH conditions with solid iron (III) or copper (II) catalysts (<xref ref-type="bibr" rid="B91">Zhu-Barker et&#xa0;al., 2015</xref>) and hence irrelevant or negligible in our cultures (pH buffered at 7.2) and in salt marsh sediments (typically &lt; 7.5). Given the wide range of fungal N<sub>2</sub>O SP values, the selection of endmember is therefore critical in studies using stable isotope mass balance calculations. The endmember selection can be informed by metabarcoding analysis of the fungal community in general (e.g. targeting the rRNA gene) and the functional genes for fungal denitrification (e.g. <italic>nirK</italic> gene) (<xref ref-type="bibr" rid="B42">Long et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B15">Chen et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B45">Maeda et&#xa0;al., 2017</xref>).</p>
</sec>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study are deposited at NCBI GenBank with accession number PRJNA901534. The code to generate figures and calculations implemented in R is deposited at <uri xlink:href="https://github.com/birchmaxwell/SaltMarshFungiN2O">https://github.com/birchmaxwell/SaltMarshFungiN2O</uri>.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>BL-M is a PhD student supervised by XP and AB. Samples were collected and maintained by BL-M, SL, SS, HB, and XP. BL-M, SS, HB, and JM conducted headspace gas analysis. BL-M and AB conducted IRMS analysis. XP and BL-M conducted sequencing analysis. BL-M conducted data analysis and led the writing of the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the Advanced Support Program for Innovative Research Excellence-I (ASPIRE-I) at the University of South Carolina (Award #216100-21-56788).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors are grateful for the assistance of Erik Smith during sediment core collection.</p>
</ack>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10" 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="https://www.frontiersin.org/articles/10.3389/fmars.2022.1098508/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2022.1098508/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
</sec>
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