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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.2023.1192029</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>Zonation of the active methane-cycling community in deep subsurface sediments of the Peru trench</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name>
<surname>Lever</surname>
<given-names>Mark A.</given-names>
</name><xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/33215/overview"/>
</contrib>
<contrib contrib-type="author"><name>
<surname>Alperin</surname>
<given-names>Marc J.</given-names>
</name><xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/415634/overview"/>
</contrib>
<contrib contrib-type="author"><name>
<surname>Hinrichs</surname>
<given-names>Kai-Uwe</given-names>
</name><xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/31868/overview"/>
</contrib>
<contrib contrib-type="author"><name>
<surname>Teske</surname>
<given-names>Andreas</given-names>
</name><xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/15319/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Marine Science, Marine Science Institute, University of Texas at Austin</institution>, <addr-line>Port Aransas, TX</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Earth, Marine and Environmental Sciences, University of North Carolina at Chapel Hill</institution>, <addr-line>Chapel Hill, NC</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>Organic Geochemistry Group, MARUM-Center for Marine Environmental Sciences and Department of Geosciences, University of Bremen</institution>, <addr-line>Bremen</addr-line>, <country>Germany</country></aff>
<author-notes>
<fn id="fn0001" fn-type="edited-by">
<p>Edited by: Anirban Chakraborty, Idaho State University, United States</p>
</fn>
<fn id="fn0002" fn-type="edited-by">
<p>Reviewed by: Xiyang Dong, Third Institute of Oceanography of the Ministry of Natural Resources, China; Sabrina Beckmann, Oklahoma State University, United States</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Mark A. Lever, <email>mark.lever@austin.utexas.edu</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>05</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1192029</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>03</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>04</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Lever, Alperin, Hinrichs and Teske.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Lever, Alperin, Hinrichs and Teske</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 production and anaerobic oxidation of methane (AOM) by microorganisms is widespread in organic-rich deep subseafloor sediments. Yet, the organisms that carry out these processes remain largely unknown. Here we identify members of the methane-cycling microbial community in deep subsurface, hydrate-containing sediments of the Peru Trench by targeting functional genes of the alpha subunit of methyl coenzyme M reductase (<italic>mcrA</italic>). The <italic>mcrA</italic> profile reveals a distinct community zonation that partially matches the zonation of methane oxidizing and &#x2013;producing activity inferred from sulfate and methane concentrations and carbon-isotopic compositions of methane and dissolved inorganic carbon (DIC). <italic>Mcr</italic>A appears absent from sulfate-rich sediments that are devoid of methane, but <italic>mcr</italic>A sequences belonging to putatively methane-oxidizing ANME-1a-b occur from the zone of methane oxidation to several meters into the methanogenesis zone. A sister group of ANME-1a-b, referred to as ANME-1d, and members of putatively aceticlastic <italic>Methanothrix</italic> (formerly <italic>Methanosaeta</italic>) occur throughout the remaining methanogenesis zone. Analyses of 16S rRNA and <italic>mcr</italic>A-mRNA indicate that the methane-cycling community is alive throughout (rRNA to 230 mbsf) and active in at least parts of the sediment column (mRNA at 44 mbsf). Carbon-isotopic depletions of methane relative to DIC (&#x2212;80 to &#x2212;86&#x2030;) suggest mostly methane production by CO<sub>2</sub> reduction and thus seem at odds with the widespread detection of ANME-1 and <italic>Methanothrix</italic>. We explain this apparent contradiction based on recent insights into the metabolisms of both ANME-1 and <italic>Methanothricaceae</italic>, which indicate the potential for methanogenetic growth by CO<sub>2</sub> reduction in both groups.</p>
</abstract>
<kwd-group>
<kwd>deep biosphere</kwd>
<kwd>methanogenesis</kwd>
<kwd>anaerobic oxidation of methane</kwd>
<kwd>subseafloor sediment</kwd>
<kwd>ocean drilling</kwd>
<kwd>methane hydrate</kwd>
<kwd>carbon isotopes</kwd>
<kwd><italic>mcrA</italic></kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="2"/>
<equation-count count="1"/>
<ref-count count="85"/>
<page-count count="13"/>
<word-count count="10327"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Extreme Microbiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>Introduction</title>
<p>The detection of active microbial populations to 80 mbsf in Peru Margin sediments during Ocean Drilling Program (ODP) Leg 112 in 1988, was the first demonstration of an deep subseafloor biosphere (<xref ref-type="bibr" rid="ref8">Cragg et al., 1990</xref>). Since then, numerous studies and multiple lines of evidence from a range of locations have shown a vast microbial biomass in deep subseafloor sediments (for syntheses, see <xref ref-type="bibr" rid="ref10">D&#x2019;Hondt et al., 2004</xref>; <xref ref-type="bibr" rid="ref32">Kallmeyer et al., 2012</xref>; <xref ref-type="bibr" rid="ref55">Parkes et al., 2014</xref>) with metabolically active cells to at least 1,500 mbsf (<xref ref-type="bibr" rid="ref59">Roussel et al., 2008</xref>; <xref ref-type="bibr" rid="ref30">Inagaki et al., 2015</xref>; <xref ref-type="bibr" rid="ref24">Heuer et al., 2020</xref>), and the existence of a subsurface microbiome that is distinct from that found in marine surface sediments (e.g., <xref ref-type="bibr" rid="ref11">Deng et al., 2020</xref>; <xref ref-type="bibr" rid="ref27">Hoshino et al., 2020</xref>).</p>
<p>Several sites sampled during ODP Leg 112 were revisited in 2002 during ODP Leg 201, now 22&#x2009;years ago, during the first ocean drilling expedition to focus on subseafloor life (<xref ref-type="bibr" rid="ref9">D&#x2019;Hondt et al., 2003</xref>). Porewater concentration gradients of microbially consumed electron acceptors such as nitrate or sulfate indicated active microbial populations to depths of &#x003E;400 mbsf in the sediment column (<xref ref-type="bibr" rid="ref10">D&#x2019;Hondt et al., 2004</xref>). Molecular biological studies, e.g., polymerase-chain-reaction (PCR) assays of 16S rRNA genes (<xref ref-type="bibr" rid="ref54">Parkes et al., 2005</xref>; <xref ref-type="bibr" rid="ref31">Inagaki et al., 2006</xref>; <xref ref-type="bibr" rid="ref76">Webster et al., 2006</xref>) and 16S rRNA gene transcripts (<xref ref-type="bibr" rid="ref4">Biddle et al., 2006</xref>; <xref ref-type="bibr" rid="ref65">S&#x00F8;rensen and Teske, 2006</xref>), fluorescence-<italic>in-situ</italic>-hybridization (FISH; <xref ref-type="bibr" rid="ref48">Mauclaire et al., 2005</xref>, <xref ref-type="bibr" rid="ref62">Schippers et al., 2005</xref>), and metagenomic signatures of whole-genome amplified DNA (<xref ref-type="bibr" rid="ref3">Biddle et al., 2008</xref>) provided insights into the community structure and metabolic potential of microbial populations. Yet, specific links between microbial activity based on geochemical gradients and microbial identity based on genetic and genomic assays could not be established. For instance, sulfate and methane profiles suggested that sulfate reduction, anaerobic oxidation of methane (AOM), and methanogenesis were all important microbially-driven <italic>in situ</italic> processes (<xref ref-type="bibr" rid="ref10">D&#x2019;Hondt et al., 2004</xref>). However, sulfate-reducing, methanogenic, or methane-oxidizing microorganisms were surprisingly rare or absent from clone libraries of transcribed, PCR-amplified 16S rRNA (<xref ref-type="bibr" rid="ref4">Biddle et al., 2006</xref>; <xref ref-type="bibr" rid="ref65">S&#x00F8;rensen and Teske, 2006</xref>) and PCR-amplified 16S rRNA genes (<xref ref-type="bibr" rid="ref54">Parkes et al., 2005</xref>; <xref ref-type="bibr" rid="ref31">Inagaki et al., 2006</xref>).</p>
<p>Functional genes that encode for enzymes that are unique to certain metabolisms can be targeted to identify microorganisms that are involved in these metabolisms. Functional genes that have been investigated in targeted studies at ODP Leg 201 sites include the gene for dissimilatory sulfite reductase (<italic>dsrAB</italic>), a key enzyme of dissimilatory sulfate reduction (<xref ref-type="bibr" rid="ref74">Wagner et al., 2005</xref>), the gene for reductive dehalogenase (<italic>rdh</italic>A) of reductive dehalorespiration (<xref ref-type="bibr" rid="ref17">Futagami et al., 2009</xref>), the gene for formyl tetrahydrofolate synthetase (<italic>fhs</italic>A), a crucial enzyme of acetogenewsis (<xref ref-type="bibr" rid="ref41">Lever et al., 2010</xref>), and the gene for the <italic>&#x03B1;</italic> subunit of methyl coenzyme M reductase (<italic>mcrA</italic>), an enzyme that catalyzes the terminal step of biological methanogenesis and is also present in anaerobic methane oxidizers (<xref ref-type="bibr" rid="ref15">Friedrich, 2005</xref>; <xref ref-type="bibr" rid="ref35">Knittel and Boetius, 2009</xref>; <xref ref-type="bibr" rid="ref75">Wang et al., 2021</xref>). Patchy PCR detections of <italic>dsr</italic>AB <italic>and mcr</italic>A in only a few samples (<xref ref-type="bibr" rid="ref54">Parkes et al., 2005</xref>; <xref ref-type="bibr" rid="ref31">Inagaki et al., 2006</xref>; <xref ref-type="bibr" rid="ref76">Webster et al., 2006</xref>) remain at odds with porewater concentration profiles of sulfate and methane, which indicate microbial sulfate reduction, AOM, and methanogenesis (<xref ref-type="bibr" rid="ref10">D&#x2019;Hondt et al., 2004</xref>). Similar observations were made based on quantitative PCR and metagenome sequencing in methane-rich deep subseafloor sediments of Hydrate Ridge in the Northeastern Pacific (<xref ref-type="bibr" rid="ref6">Colwell et al., 2008</xref>), the Black Sea and off Namibia (<xref ref-type="bibr" rid="ref61">Schippers et al., 2012</xref>), the Baltic Sea (<xref ref-type="bibr" rid="ref47">Marshall et al., 2018</xref>), and Ad&#x00E9;lie Basin off Antarctica (<xref ref-type="bibr" rid="ref5">Carr et al., 2018</xref>). It was thus proposed that methanogens account for low percentages (&#x003C;1%) of microbial cells in subseafloor sediments, or are not detected by PCR assays due to primer mismatches or use of unrecognized genetic pathways (<xref ref-type="bibr" rid="ref39">Lever, 2013</xref>).</p>
<p>Here we take a closer look at the <italic>in situ</italic> community of methanogens and anaerobic methanotrophs in the sediment column of ODP Site 1230 in the Peru Trench via PCR assays of <italic>mcrA</italic>. We investigate the relationship between community zonation and geochemical profiles [sulfate, methane, formate, acetate, hydrogen, &#x03B4;<sup>13</sup>C-methane and -dissolved inorganic carbon (DIC)], and identify active members of the methane-cycling community via reverse transcription-PCR (RT-PCR) of 16S rRNA and <italic>mcrA</italic>-mRNA. Redesigned general <italic>mcrA</italic> primers (<xref ref-type="bibr" rid="ref43">Lever and Teske, 2015</xref>) and new group-specific <italic>mcrA</italic> and 16S rRNA gene primers allow us to detect methane-cycling functional genes in the AOM and methanogenesis zones inferred from porewater chemical gradients. While updated primers improve the detection of methane-cycling archaea, they reinforce the notion that methane-cycling archaea only account for a small proportion of microbial subsurface communities even in sediments with clear geochemical evidence for methanogenesis and AOM.</p>
</sec>
<sec id="sec2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="sec3">
<title>Field site and sampling</title>
<p>The Peru Trench is part of the larger Atacama Trench that is located between the continental South American Plate and the accretionary wedge of the oceanic Nazca Plate (<xref ref-type="bibr" rid="ref70">Suess, 1981</xref>). ODP Site 1230 is located on the lower slope of the Peru Trench at 5,086&#x2009;m water depth (<xref rid="fig1" ref-type="fig">Figure 1</xref>). Sediments were drilled to ~270 mbsf during ODP Leg 201 in 2002 (<xref ref-type="bibr" rid="ref9">D&#x2019;Hondt et al., 2003</xref>). Three boreholes (A, B, and C) were within ~20&#x2009;m of one another (<xref ref-type="bibr" rid="ref9">D&#x2019;Hondt et al., 2003</xref>). Sediment temperatures are low, increasing linearly from 2&#x00B0;C at the seafloor to 12&#x00B0;C at 270 mbsf. The upper 200&#x2009;m of sediment consist of clay-rich, diatomaceous mud that was largely relocated from the continental shelf throughout the Holocene and Pleistocene. At approximately 216 mbsf, the sediment column changes to Miocene diatom ooze in a stratigraphic hiatus of 4.5 million years (<xref ref-type="bibr" rid="ref63">Shipboard Scientific Party, 1988</xref>; <xref ref-type="bibr" rid="ref50">Meister et al., 2005</xref>). Throughout the sediment column, organic carbon contents mostly range from 2 to 4% dry sediment weight (<xref ref-type="bibr" rid="ref50">Meister et al., 2005</xref>). DIC concentrations to 160&#x2009;mM and sulfate depletion in the upper ~10 mbsf indicate active microbial remineralization of organic matter, largely by sulfate reduction (<xref ref-type="bibr" rid="ref9">D&#x2019;Hondt et al., 2003</xref>). After sulfate is depleted, methane concentrations increase rapidly and reach <italic>in situ</italic> saturation by 28 mbsf (<xref ref-type="bibr" rid="ref67">Spivack et al., 2005</xref>). Geophysical and chemical data suggest that hydrates are first present at ~70 mbsf and occur intermittently to 278 mbsf (<xref ref-type="bibr" rid="ref9">D&#x2019;Hondt et al., 2003</xref>).</p>
<fig position="float" id="fig1"><label>Figure 1</label>
<caption>
<p>Map of Peru Margin sites sampled during ODP Leg 201 and ODP Leg 112 (in parentheses) [adapted from <xref ref-type="bibr" rid="ref9">D&#x2019;Hondt et al., 2003</xref>]. Samples used in this study were collected at ODP Site 1230 in the Peru Trench, which was in the same location as the previously studied ODP Site 685.</p>
</caption>
<graphic xlink:href="fmicb-14-1192029-g001.tif"/>
</fig>
<p>For molecular biological analyses, 5-cm whole-round intervals of cores were frozen at &#x2212;80&#x00B0;C. Only sediment from the nearly contamination-free core interiors was used (<xref ref-type="bibr" rid="ref28">House et al., 2003</xref>; <xref ref-type="bibr" rid="ref40">Lever et al., 2006</xref>). For carbon isotope analyses, 5-mL subsamples were frozen in pre-combusted glass vials.</p>
</sec>
<sec id="sec4">
<title>Porewater geochemical concentrations</title>
<p>We used published depth profiles of DIC, sulfate, methane, dihydrogen (H<sub>2</sub>), formate and acetate concentrations (<xref rid="fig2" ref-type="fig">Figures 2A</xref>&#x2013;<xref rid="fig2" ref-type="fig">E</xref>; <xref ref-type="bibr" rid="ref9">D&#x2019;Hondt et al., 2003</xref>). Due to outgassing during core retrieval, measured methane concentrations below ~12 mbsf were underestimates of <italic>in situ</italic> concentrations. We calculated methane concentrations below the saturation depth at <italic>in situ</italic> temperature, pressure, and salinity, assuming a uniform pore size of 1.0 &#x03BC;m based on the equilibrium model for methane hydrate-seawater-porous media (<xref ref-type="bibr" rid="ref71">Sun and Duan, 2007</xref>). Modeled methane concentrations generally agree with measured <italic>in situ</italic> methane concentrations based on pressure coring (4 depths analyzed at ODP Site 1230; <xref ref-type="bibr" rid="ref67">Spivack et al., 2005</xref>).</p>
<fig position="float" id="fig2"><label>Figure 2</label>
<caption>
<p>Relevant porewater geochemical profiles: <bold>(A)</bold> DIC concentrations, <bold>(B)</bold> sulfate concentrations (note: the insert shows an enlarged view of the SMTZ and concentrations in individual boreholes), <bold>(C)</bold> measured methane concentrations, modeled methane saturation concentrations, and distribution of hydrate stability zone (<xref ref-type="bibr" rid="ref9">D&#x2019;Hondt et al., 2003</xref>) and methane saturation zone (<xref ref-type="bibr" rid="ref67">Spivack et al., 2005</xref>), <bold>(D)</bold> dihydrogen (H<sub>2</sub>) concentrations, and <bold>(E)</bold> formate and acetate concentrations. Modeled methane concentrations from this study, all other data from <xref ref-type="bibr" rid="ref9">D&#x2019;Hondt et al. (2003)</xref>. Horizontal lines indicate the approximate depth interval of the SMTZ, and the depths below which we estimate methane concentrations to be saturated and methane hydrates to be present. All data are from Borehole A, except where noted.</p>
</caption>
<graphic xlink:href="fmicb-14-1192029-g002.tif"/>
</fig>
</sec>
<sec id="sec5">
<title>&#x03B4;<sup>13</sup>C-C<sub>1</sub> and DIC</title>
<p>&#x03B4;<sup>13</sup>C-C<sub>1</sub> (~99% <sup>13</sup>C-CH<sub>4</sub>) and -DIC (<xref rid="fig3" ref-type="fig">Figure 3</xref>) were measured as described previously (<xref ref-type="bibr" rid="ref4">Biddle et al., 2006</xref>). All values are shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>.</p>
<fig position="float" id="fig3"><label>Figure 3</label>
<caption>
<p>Depth profile of <italic>&#x03B4;</italic><sup>13</sup>C-CH<sub>4</sub> and <italic>&#x03B4;</italic><sup>13</sup>C-DIC. Letters in parentheses indicate borehole in which samples were analyzed. Depth profile of difference between <italic>&#x03B4;</italic><sup>13</sup>C-CH<sub>4</sub> and <italic>&#x03B4;</italic><sup>13</sup>C-DIC. The dashed line marks the abrupt shift in <italic>&#x03B4;</italic><sup>13</sup>C-DIC from decreasing to increasing values.</p>
</caption>
<graphic xlink:href="fmicb-14-1192029-g003.tif"/>
</fig>
</sec>
<sec id="sec6">
<title>Nucleic acid extraction</title>
<p>RNA was extracted as in <xref ref-type="bibr" rid="ref4">Biddle et al. (2006)</xref>, except that the extraction buffer was supplemented with 120&#x2009;mM sodium phosphate. DNA was extracted using the same protocol as for RNA, except that the pH of the extraction buffer and phenol were raised to 8.0, the bead beating time reduced to 15&#x2009;s, and the bead beating speed reduced to 4.0 (Qbiogene, Carlsbad, CA). Moreover, the DNase incubation was omitted, and DNA purified with the PowerClean DNA Clean-Up Kit (MOBIO laboratories, Carlsbad, CA) instead of the RNeasy Mini Kit (Qiagen, Valencia, CA).</p>
</sec>
<sec id="sec7">
<title>PCR primers</title>
<p>Two previously published general <italic>mcrA</italic> primer pairs yielded no amplification (ME1/ME2, <xref ref-type="bibr" rid="ref21">Hales et al., 1996</xref>), or amplification at only one depth interval (mcrI, <xref ref-type="bibr" rid="ref68">Springer et al., 1995</xref>; see <xref ref-type="bibr" rid="ref31">Inagaki et al., 2006</xref>). The mcrIRD primer pair, a modified version of the mcrI primer pair with a reduced number of nucleotide degeneracies and consequently improved detection sensitivity, was used in conjunction with the ANME-1-specific ANME-1-mcrI primer pair [both published in <xref ref-type="bibr" rid="ref43">Lever and Teske (2015)</xref>]. Special primers for ANME-1 detection were necessary due to the high number of nucleotide mismatches between the mcrI primer pair primer and the genetically divergent <italic>mcrA</italic> sequences of ANME-1. To confirm that detected <italic>mcr</italic>A detected belonged to active and living members of the methane-cycling community, we performed RT-PCR of <italic>mcrA</italic>-mRNA and 16S rRNA in several depth horizons using new group-specific primers for maximum amplification efficiency and hence detection sensitivity (mRNA: ODP1230, ANME-1; 16S rRNA: Msaeta 268F/927R, ANME-1 42F/898R; ANME-1-SG 35F/1038R). All primer sequences used in this study are shown in <xref rid="tab1" ref-type="table">Table 1</xref>. All nucleotide sequences are publicly accessible at GenBank.</p>
<table-wrap position="float" id="tab1"><label>Table 1</label>
<caption>
<p>Overview of PCR primer pairs used in this study.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Gene</th>
<th align="left" valign="top">Primer pair</th>
<th align="left" valign="top">Nucleotide sequences (5&#x2032;-3&#x2032;)</th>
<th align="left" valign="top">Reference</th>
<th align="left" valign="top">Target organisms</th>
<th align="left" valign="top">T<sub>annealing</sub> (&#x00B0;C)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top"><italic>mcrA</italic></td>
<td align="left" valign="top">mcrI</td>
<td align="left" valign="top">F: TAY GAY CAR ATH TGG YT; R: ACR TTC ATN GCR TAR TT</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref68">Springer et al. (1995)</xref>
</td>
<td align="left" valign="top">General <italic>mcr</italic>A</td>
<td align="center" valign="top">51</td>
</tr>
<tr>
<td align="left" valign="top"><italic>mcrA</italic></td>
<td align="left" valign="top">ME1/ME2</td>
<td align="left" valign="top">F: GCM ATG CAR ATH GGW ATG TC; R: TCA TKG CRT AGT TDG GRT AGT</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref21">Hales et al. (1996)</xref>
</td>
<td align="left" valign="top">General <italic>mcr</italic>A</td>
<td align="center" valign="top">58</td>
</tr>
<tr>
<td align="left" valign="top"><italic>mcrA</italic></td>
<td align="left" valign="top"><italic>mcrIRD</italic></td>
<td align="left" valign="top">F: TWY GAC CAR ATM TGG YT; R: ACR TTC ATB GCR TAR TT</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref43">Lever and Teske (2015)</xref>
</td>
<td align="left" valign="top">General <italic>mcr</italic>A</td>
<td align="center" valign="top">55</td>
</tr>
<tr>
<td align="left" valign="top"><italic>mcrA</italic></td>
<td align="left" valign="top"><italic>ANME-1-mcrI</italic></td>
<td align="left" valign="top">F: GAC CAG TTG TGG TTC GGA AC; R: ATC TCG AAT GGC ATT CCC TC</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref43">Lever and Teske (2015)</xref>
</td>
<td align="left" valign="top">ANME-1 <italic>mcr</italic>A</td>
<td align="center" valign="top">63</td>
</tr>
<tr>
<td align="left" valign="top"><italic>mcrA</italic></td>
<td align="left" valign="top">ODP1230-mcrI</td>
<td align="left" valign="top">F: GCT ACA TGT CCG GTG G; R: CGG ATA GTT GGG TCC TCT</td>
<td align="left" valign="top">This study</td>
<td align="left" valign="top">ODP 1230 <italic>M.thrix</italic></td>
<td align="center" valign="top">59</td>
</tr>
<tr>
<td align="left" valign="top">16S</td>
<td align="left" valign="top">M.saeta 268F/927R</td>
<td align="left" valign="top">F: CCT ACT AGC CTA CGA CGG GT; R: CCC GCC AAT TCC TTT AAG TTT</td>
<td align="left" valign="top">This study</td>
<td align="left" valign="top">All <italic>Methanothrix</italic></td>
<td align="center" valign="top">63</td>
</tr>
<tr>
<td align="left" valign="top">16S</td>
<td align="left" valign="top">ANME-1 42F/898R</td>
<td align="left" valign="top">F: GAG TTC GAT TAA GCC ATG TTA GT; R: CGA CCG TAC TCC CCA GAT</td>
<td align="left" valign="top">This study</td>
<td align="left" valign="top">ANME-1a-b</td>
<td align="center" valign="top">61</td>
</tr>
<tr>
<td align="left" valign="top">16S</td>
<td align="left" valign="top">ANME-1-SG 35F/1038R</td>
<td align="left" valign="top">F: GCT ATC AGC GTC CGA CTA AGC; R: TAA TCC GGC AGG GTC TTC A</td>
<td align="left" valign="top">This study</td>
<td align="left" valign="top">ANME-1d</td>
<td align="center" valign="top">65</td>
</tr>
<tr>
<td align="left" valign="top">16S</td>
<td align="left" valign="top">ARC 8F/915R</td>
<td align="left" valign="top">F: TCC GGT TGA TCC TGC C; R: GTG CTC CCC CGC CAA TTC CT</td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref69">Stahl and Amann (1991)</xref>
</td>
<td align="left" valign="top">All Archaea</td>
<td align="center" valign="top">55</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>PCR assays involving the universal ARC 8F/915R primer pair were solely used to confirm the recovery of PCR-amplifiable nucleic acids from Archaea in all samples based on gel electrophoresis images of PCR products.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec8">
<title>PCR protocols</title>
<p>PCR assays of <italic>mcr</italic>A were performed using the Takara SpeedSTAR HS DNA polymerase kit (TaKaRa Bio USA, Madison, WI) using (1) 1 &#x00D7; 2&#x2009;min denaturation (98&#x00B0;C), (2) 40 &#x00D7; (a) 10s denaturation (98&#x00B0;C), (b) 30s annealing (<xref rid="tab1" ref-type="table">Table 1</xref> for temperatures), (c) 1&#x2009;min extension (72&#x00B0;C), and (3) 1 &#x00D7; 5&#x2009;min extension (72&#x00B0;C). Negative controls and reaction blanks were included.</p>
<p>RT-PCR assays were carried out using TaKaRa RNA PCR Kits (AMV) Version 3.0 (TaKaRa Bio USA, Madison, WI) and (1) 1 &#x00D7; 15&#x2009;min reverse transcription, (2) 5&#x2009;min denaturation (98&#x00B0;C), (3) 40 &#x00D7; (a) 30s denaturation (98&#x00B0;C), (b) 30s annealing (<xref rid="tab1" ref-type="table">Table 1</xref> for temperatures), (c) 1&#x2009;min extension (72&#x00B0;C), and (4) 1 &#x00D7; 5&#x2009;min extension (72&#x00B0;C). Negative controls and reaction blanks were included. Absence of DNA was confirmed by DNA-PCR with the same treatments but omitting the reverse transcription step.</p>
</sec>
<sec id="sec9">
<title>Cloning and sequencing</title>
<p>PCR products were purified in a 2.5% low-melting point agarose gel using 1 &#x00D7; Tris acetate - EDTA buffer (TAE). Gel slices containing PCR fragments of the correct length were excised and purified using a S.N.A.P. Mini Kit (Invitrogen, Carlsbad, USA). Purified PCR fragments were cloned using the Topo TA Kit (Invitrogen, Carlsbad, USA) and transformed into TOP10 electrocompetent cells following the manufacturer&#x2019;s instructions. Plasmid extraction and purification was done using the GeneJET Plasmid Miniprep Kit (ThermoFisher Scientific) and cycle sequencing was performed on an ABI 3730 Sequencer with M13 universal primers (SP010-SP030) at the Josephine Bay Paul Center at MBL (Woods Hole, MA). Sequences were BLAST analyzed using the nucleotide collection in GenBank.<xref rid="fn0003" ref-type="fn"><sup>1</sup></xref> Phylogenetic trees were created and bootstrap analyses (1,000 replicates) performed in ARB<xref rid="fn0004" ref-type="fn"><sup>2</sup></xref> using manually optimized SILVA 16S rRNA gene alignments, and a custom-built, publicly accessible <italic>mcr</italic>A database (name: mcrA4All)<xref rid="fn0005" ref-type="fn"><sup>3</sup></xref> with &#x003E;2,400 high-quality, aligned <italic>mcr</italic>A amplicon and genome sequences.</p>
</sec>
<sec id="sec10">
<title>Thermodynamic calculations</title>
<p>Gibbs energy yields (&#x0394;<italic>G<sub>r</sub></italic>) of methanogenesis reactions from H<sub>2</sub>&#x2009;+&#x2009;CO<sub>2</sub> (2 HCO<sub>3</sub><sup>&#x2212;</sup>&#x2009;+&#x2009;4 H<sub>2</sub>&#x2009;+&#x2009;H<sup>+</sup> &#x2794; CH<sub>4</sub>&#x2009;+&#x2009;3 H<sub>2</sub>O) and acetate (CH<sub>3</sub>COO<sup>&#x2212;</sup>&#x2009;+&#x2009;H<sub>2</sub>O &#x2794; CH<sub>4</sub>&#x2009;+&#x2009;HCO<sub>3</sub><sup>&#x2212;</sup>), and the methanogenic conversion of formate to methane [4 HCOO<sup>&#x2212;</sup>&#x2009;+&#x2009;H<sub>2</sub>O&#x2009;+&#x2009;H<sup>+</sup> &#x2794; CH<sub>4</sub>&#x2009;+&#x2009;3 HCO<sub>3</sub><sup>&#x2212;</sup>; note: this reaction presumably involves the initial oxidation of formate to H<sub>2</sub> and HCO<sub>3</sub><sup>&#x2212;</sup>, which is not known to conserve energy except in certain hyperthermophiles (<xref ref-type="bibr" rid="ref60">Schink et al., 2017</xref>)] were calculated based on the equation:<disp-formula id="E1">
<mml:math id="M1">
<mml:mrow>
<mml:mi>&#x0394;</mml:mi>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mi>&#x0394;</mml:mi>
<mml:msubsup>
<mml:mi>G</mml:mi>
<mml:mi>r</mml:mi>
<mml:mn>0</mml:mn>
</mml:msubsup>
<mml:mo>+</mml:mo>
<mml:mi>R</mml:mi>
<mml:mi>T</mml:mi>
<mml:mi>ln</mml:mi>
<mml:msub>
<mml:mi>Q</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</disp-formula>where &#x0394;G<italic>
<sub>r</sub>
</italic><sup>0</sup> is the Gibbs energy (kJ&#x2009;mol<sup>&#x2212;1</sup> of reaction) at standard concentrations (1 M for reactants and products, pH 7.0), corrected for <italic>in situ</italic> temperature T (K) and pressure <italic>p</italic> (bar) based on standard enthalpies and molar volumes as outlined in <xref ref-type="bibr" rid="ref690">Stumm and Morgan (1996)</xref>, R is the universal gas constant (0.008314&#x2009;kJ&#x2009;mol<sup>&#x2212;1</sup> K<sup>&#x2212;1</sup>), and <italic>Q<sub>r</sub></italic> the quotient of product and reactant activities. Calculations were done for measured pH and concentrations of DIC (HCO<sub>3</sub><sup>&#x2212;</sup>), H<sub>2</sub>, and acetate. Measured methane concentrations were used for the upper 12 mbsf, while modeled concentrations were used below. Activities of all chemical species were calculated by multiplying concentrations by their activity coefficients. These were &#x03B3;<sub>HCO32&#x2212;</sub>&#x2009;=&#x2009;0.532 (<xref ref-type="bibr" rid="ref52">Millero and Schreiber, 1983</xref>), and &#x03B3;<sub>CH4</sub>&#x2009;=&#x2009;1.24 (<xref ref-type="bibr" rid="ref51">Millero, 2000</xref>). The activity coefficients of H<sub>2</sub>, acetate, and formate were approximated with those of CH<sub>4</sub> (H<sub>2</sub>) and HCO<sub>3</sub><sup>&#x2212;</sup> (acetate, formate). Standard Gibbs energies (&#x2206;G<italic>
<sub>f</sub>
</italic>&#x00B0;), standard enthalpies (&#x2206;H<italic>
<sub>f</sub>
</italic>&#x00B0;), and standard molal volumes (&#x2206;V<italic>
<sub>f</sub>
</italic>&#x00B0;) of formation are shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>.</p>
</sec>
</sec>
<sec id="sec11" sec-type="results">
<title>Results</title>
<p>Porewater gradients of chemical species determined on ODP Leg 201 provided the initial framework for our study and indicated ODP Site 1230 as a deep-sea site with unusually organic-rich sediments and highly active anaerobic microbial communities. Organic matter remineralization by microbes to at least 140 mbsf was indicated by DIC concentrations that increased steeply in the upper 25 mbsf and continued to increase gradually to 140 mbsf (<xref rid="fig2" ref-type="fig">Figure 2A</xref>). Sulfate reducing microbial communities depleted sulfate at ~9 mbsf in borehole A and up to 1&#x2009;m deeper in boreholes B and C (<xref rid="fig2" ref-type="fig">Figure 2B</xref>). Porewater methane concentrations in borehole A were at background values (0.06&#x2009;mM) at 6.10 mbsf, but had increased to 1.86&#x2009;mM at 9.1 mbsf (<xref rid="fig2" ref-type="fig">Figure 2C</xref>). We thus estimate that the sulfate&#x2013;methane transition zone (SMTZ), where most AOM takes place, was located within the depth interval from 7 to 9 mbsf in borehole A and up to 1&#x2009;m deeper in boreholes B and C (<xref rid="fig2" ref-type="fig">Figure 2B</xref>, insert; for enlarged view of sulfate and methane profiles across the SMTZ in borehole A, see <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>). Below the SMTZ, methane concentrations increased steeply, reaching saturation by ~28 mbsf, and hydrates appeared by ~50 mbsf. Hydrogen (H<sub>2</sub>) concentrations fluctuated greatly, but generally increased throughout the sulfate reduction zone, stabilized in the methanogenesis zone to ~140 mbsf, and decreased below (<xref rid="fig2" ref-type="fig">Figure 2D</xref>). Formate concentrations showed no clear depth-related trend and fluctuated between 3&#x2013;15 &#x03BC;M throughout the entire cored interval (<xref rid="fig2" ref-type="fig">Figure 2E</xref>). By contrast, acetate concentrations increased from 3&#x2013;11 &#x03BC;M in the sulfate reduction zone and SMTZ (upper 10 mbsf) to concentrations of ~20&#x2013;60&#x2009;&#x03BC;M in the methanogenesis zone between 30 to 140 mbsf (<xref rid="fig2" ref-type="fig">Figure 2E</xref>; see <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref> for enlarged view of upper 20 mbsf). Below 140 mbsf, acetate concentrations rose sharply to 220&#x2009;&#x03BC;M and remained &#x003E;50&#x2009;&#x03BC;M to the deepest cores sampled.</p>
<sec id="sec12">
<title>Carbon isotope geochemistry</title>
<p><sup>13</sup>C-isotopic signatures of porewater methane and DIC provide insights into the zones of biological methane production and oxidation (<xref rid="fig3" ref-type="fig">Figure 3</xref>). Throughout the sediment column, methane was <sup>13</sup>C-depleted relative to DIC. <italic>&#x03B4;</italic><sup>13</sup>C-DIC-values (only determined in borehole A) decreased slightly from &#x2212;10.4&#x2030; in the upper meter to &#x2212;13.3&#x2030; by 7.65 mbsf, then increased sharply in the uppermost methanogenic layer to +6&#x2030; at 20 mbsf. The steepest increase in <italic>&#x03B4;</italic><sup>13</sup>C-DIC occurred within the interval from 7.65 mbsf (<italic>&#x03B4;</italic><sup>13</sup>C-DIC: &#x2212;13.2&#x2030;) to 9.15 mbsf (<italic>&#x03B4;</italic><sup>13</sup>C-DIC: &#x2212;8.4&#x2030;), and suggests onset of methanogenesis by CO<sub>2</sub> reduction in this interval. Below 20 mbsf, <italic>&#x03B4;</italic><sup>13</sup>C-DIC-values continued to gradually increase to reach a maximum of +20&#x2030; at 123 mbsf, below which values slightly fell off to +15&#x2030; at 246 mbsf (<xref rid="fig3" ref-type="fig">Figure 3</xref>). The <sup>13</sup>C-isotopic compositions of methane, determined in the methanogenesis zones of boreholes A (&#x003E;25 mbsf) and B (0&#x2013;12 mbsf), were in a range typical of biological methanogenesis (<xref ref-type="bibr" rid="ref80">Whiticar et al., 1986</xref>; <xref ref-type="bibr" rid="ref79">Whiticar, 1999</xref>)<italic>. &#x03B4;</italic><sup>13</sup>C-CH<sub>4</sub> was ~ &#x2212;65&#x2030; in the upper 6 mbsf, and then decreased to &#x2212;75&#x2030; at 12 mbsf. This increase in <italic>&#x03B4;</italic><sup>13</sup>C-CH<sub>4</sub> upward through the SMTZ is consistent with isotopic discrimination of AOM against <sup>13</sup>C-CH<sub>4</sub>. Below, values gradually increased from to ~ &#x2212;65&#x2030; at 246 mbsf (<xref rid="fig3" ref-type="fig">Figure 3</xref>). The difference in <italic>&#x03B4;</italic><sup>13</sup>C-CH<sub>4</sub> relative to <italic>&#x03B4;</italic><sup>13</sup>C-DIC was ~ &#x2212;53&#x2030; in the upper 6 mbsf, decreased across the SMTZ reaching &#x2212;71&#x2030; in the upper methanogenesis zone at 12 mbsf, and stabilized at &#x2212;80&#x2030; to &#x2212;85&#x2030; below 25 mbsf (<xref rid="fig3" ref-type="fig">Figure 3</xref>).</p>
</sec>
<sec id="sec13">
<title><italic>mcr</italic>A sequence diversity</title>
<p>We detected <italic>mcrA</italic> sequences of three phylogenetic groups (<xref rid="fig4" ref-type="fig">Figure 4</xref>): (1) putatively anaerobic methanotrophic ANME-1a-b Archaea, (2) a sister group of ANME-1, which we here refer to as ANME-1d, and (3) sequences of <italic>Methanotrichales</italic> that cluster with a genus-level group that includes the known aceticlastic methanogens <italic>Methanothrix harundinacea</italic> and <italic>Methanothrix pelagica</italic>.</p>
<fig position="float" id="fig4"><label>Figure 4</label>
<caption>
<p>Bootstrap phylogenetic tree based on <italic>mcrA</italic> nucleotide sequences. Created using Jukes-Cantor correction in ARB neighbor-joining (<xref ref-type="bibr" rid="ref45">Ludwig et al., 2004</xref>). Cand., Candidatus.</p>
</caption>
<graphic xlink:href="fmicb-14-1192029-g004.tif"/>
</fig>
<p>The three groups were vertically zonated (<xref rid="fig5" ref-type="fig">Figure 5</xref>). ANME-1a-b <italic>mcrA</italic> sequences were found in horizons near the upper (7.8 mbsf) and lower limit (9.7 mbsf) of the STMZ in Borehole B and four horizons in the upper methanogenesis zone (10.25&#x2013;20.6 mbsf; <xref rid="tab2" ref-type="table">Table 2</xref>). Sequences of ANME-1d were detected with ANME-1a-b sequences at one depth in the upper methanogenesis zone (20.6 mbsf) and in three horizons below (to 189.0 mbsf). <italic>Methanothrix mcr</italic>A showed a distribution similar to ANME-1d, but was detected in more sediment horizons and to greater depth (to 227 mbsf; <xref rid="tab2" ref-type="table">Table 2</xref>).</p>
<fig position="float" id="fig5"><label>Figure 5</label>
<caption>
<p>Distribution of <italic>mcr</italic>A groups along depth and geochemical gradients of sulfate, methane, and <italic>&#x03B4;</italic><sup>13</sup>C-DIC. Panel on right side of each graph indicates detection/absence of detection of (1) ANME-1a-b, (2) ANME-1d, and (3) <italic>Methanothrix</italic> sequences. Solid black symbols indicate detection, empty symbols indicate lack of detection (example: <inline-graphic xlink:href="fmicb-14-1192029-igr0001.tif"/> indicates presence of ANME-1, and absence of ANME-1d and <italic>Methanothrix</italic>). Horizontal red bar indicates the depth interval of the SMTZ, where most AOM takes place, for Borehole A (7 to 9 mbsf). This interval extended ~1&#x2009;m deeper (~10 mbsf) in Borehole B. The uppermost detections of ANME1-a-b <italic>mcr</italic>A were at 7.8 and 9.7 mbsf in Borehole B and thus near the upper and lower limits of the SMTZ in this borehole.</p>
</caption>
<graphic xlink:href="fmicb-14-1192029-g005.tif"/>
</fig>
<table-wrap position="float" id="tab2"><label>Table 2</label>
<caption>
<p>Overview of boreholes, core samples, sediment depths, and biogeochemical zones from which DNA and RNA were extracted, and the results of PCR amplifications with different primers with number of clones sequenced in parentheses.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle" rowspan="2">Bore-hole</th>
<th align="center" valign="middle" rowspan="2">Core, section, interval (cm)</th>
<th align="center" valign="middle" rowspan="2">Depth (mbsf)</th>
<th align="center" valign="middle" rowspan="2">Biogeo-chemical zone</th>
<th align="center" valign="middle" colspan="3">DNA</th>
<th align="center" valign="middle">mRNA</th>
<th align="center" valign="middle">16S rRNA</th>
</tr>
<tr>
<th align="center" valign="middle"><italic>mcr</italic>IRD</th>
<th align="center" valign="middle">ODP1230_ <italic>M.thrix-mcr</italic>A</th>
<th align="left" valign="middle">ANME-1-<italic>mcr</italic>I-DNA</th>
<th align="center" valign="middle">ANME-1-<italic>mcr</italic>I-mRNA</th>
<th align="center" valign="middle"><italic>M.thrix</italic>-16S-rRNA-268F/927R</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">A</td>
<td align="center" valign="top">1H-1, 25&#x2013;30</td>
<td align="left" valign="top">0.3</td>
<td align="center" valign="top">SRZ</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">A</td>
<td align="center" valign="top">1H-3, 25&#x2013;30</td>
<td align="left" valign="top">3.3</td>
<td align="center" valign="top">SRZ</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">B</td>
<td align="center" valign="top">2H-2, 120&#x2013;125</td>
<td align="left" valign="top">5.70</td>
<td align="center" valign="top">SRZ</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">bd</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">B</td>
<td align="center" valign="top">2H-3, 30&#x2013;40</td>
<td align="left" valign="top">6.30</td>
<td align="center" valign="top">SRZ</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">bd</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">B</td>
<td align="center" valign="top">2H-4, 30&#x2013;40</td>
<td align="left" valign="top">7.80</td>
<td align="center" valign="top">SMTZ</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">ANME-1a-b</td>
<td align="center" valign="top">bd&#x002A;</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">B</td>
<td align="center" valign="top">2H-5, 70&#x2013;80</td>
<td align="left" valign="top">9.70</td>
<td align="center" valign="top">SMTZ (MGZ?)</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">ANME-1a-b</td>
<td align="center" valign="top">bd&#x002A;</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">B</td>
<td align="center" valign="top">2H-5, 120&#x2013;125</td>
<td align="left" valign="top">10.20</td>
<td align="center" valign="top">MGZ</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">ANME-1a-b</td>
<td align="center" valign="top">bd&#x002A;</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">C</td>
<td align="center" valign="top">2H-5, 25&#x2013;30</td>
<td align="left" valign="top">10.8</td>
<td align="center" valign="top">MGZ</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">ANME-1a-b</td>
<td align="center" valign="top">bd&#x002A;</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">A</td>
<td align="center" valign="top">3H-2, 25&#x2013;30</td>
<td align="left" valign="top">16.1</td>
<td align="center" valign="top">MGZ</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">ANME-1a-b (45)</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">A</td>
<td align="center" valign="top">3H-5, 25&#x2013;30</td>
<td align="left" valign="top">20.6</td>
<td align="center" valign="top">MGZ</td>
<td align="center" valign="top">M.thrix (17)</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">ANME-1a-b (1), ANME-1d (40)</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">A</td>
<td align="center" valign="top">4H-5, 35&#x2013;40</td>
<td align="left" valign="top">30.2</td>
<td align="center" valign="top">MGZ</td>
<td align="center" valign="top">M.thrix (28)</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">A</td>
<td align="center" valign="top">6H-2, 25&#x2013;30</td>
<td align="left" valign="top">44.6</td>
<td align="center" valign="top">MGZ</td>
<td align="center" valign="top">M.thrix (9)</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">ANME-1d (40)</td>
<td align="center" valign="top">ANME-1d (3)</td>
<td align="center" valign="top">M.thrix (7)</td>
</tr>
<tr>
<td align="left" valign="top">A</td>
<td align="center" valign="top">9H-5, 23&#x2013;28</td>
<td align="left" valign="top">65.7</td>
<td align="center" valign="top">MGZ</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">bd</td>
<td align="left" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">A</td>
<td align="center" valign="top">13H-3, 20&#x2013;25</td>
<td align="left" valign="top">102.0</td>
<td align="center" valign="top">MGZ</td>
<td align="center" valign="top">M.thrix (30)</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">A</td>
<td align="center" valign="top">15H-6, 25&#x2013;30</td>
<td align="left" valign="top">124.4</td>
<td align="center" valign="top">MGZ</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">M.thrix (19)</td>
<td align="left" valign="top">ANME-1d (47)</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">M.thrix (12)</td>
</tr>
<tr>
<td align="left" valign="top">A</td>
<td align="center" valign="top">18H-3, 35&#x2013;40</td>
<td align="left" valign="top">142.2</td>
<td align="center" valign="top">MGZ</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">M.thrix (20)</td>
<td align="left" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">A</td>
<td align="center" valign="top">21H-3, 25&#x2013;30</td>
<td align="left" valign="top">160.5</td>
<td align="center" valign="top">MGZ</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">bd</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">A</td>
<td align="center" valign="top">24H-2, 24&#x2013;29</td>
<td align="left" valign="top">189.0</td>
<td align="center" valign="top">MGZ</td>
<td align="center" valign="top">M.thrix (25)</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">ANME-1d (44)</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top">A</td>
<td align="center" valign="top">30X-1, 108&#x2013;115</td>
<td align="left" valign="top">227.4</td>
<td align="center" valign="top">MGZ</td>
<td align="center" valign="top">M.thrix (30)</td>
<td align="center" valign="top">-</td>
<td align="left" valign="top">bd</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">bd</td>
</tr>
<tr>
<td align="left" valign="top">A</td>
<td align="center" valign="top">38X-1, 130&#x2013;135</td>
<td align="left" valign="top">268.5</td>
<td align="center" valign="top">MGZ</td>
<td align="center" valign="top">bd</td>
<td align="center" valign="top">bd</td>
<td align="left" valign="top">-</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>SRZ, sulfate reduction zone; SMTZ, sulfate&#x2013;methane transition zone; MGZ, methanogenesis zone; bd, below PCR detection; &#x2212;, not tested; M.thrix, Methanothrix [we did not detect mcrA-mRNA using the general mcrIRD primer pair].</p>
</table-wrap-foot>
</table-wrap>
<p>We detected <italic>mcr</italic>A-mRNA of ANME-1-d in one of the 9 samples examined using the ANME-1-<italic>mcr</italic>A primer pair (core 6H-2, 44 mbsf; <xref rid="tab2" ref-type="table">Table 2</xref>). In 11 replicate RT-PCRs of RNA extracts, controls (PCR negative, extraction blank, DNA controls) always tested negative, whereas 8/11 RNA extracts tested positive. By comparison, four other samples (from 7.8, 9.7, 10.2, 10.8 mbsf) yielded RT-PCR detection with the same primers, but DNA controls were positive (albeit weaker than cDNA bands), indicating that traces of DNA had resisted the DNAse treatment. We cloned cDNA of <italic>mcr</italic>A-mRNA from core 6H-2 and confirmed the presence of <italic>mcr</italic>A of ANME-1d.</p>
<p>In addition to <italic>mcr</italic>A-mRNA, we examined 16S rRNA sequences. RT-PCRs with new <italic>Methanothrix</italic>-specific 16S rRNA gene primers (<xref rid="tab1" ref-type="table">Table 1</xref>) yielded <italic>Methanothrix</italic>-like sequences in two additional depth horizons (<xref rid="tab2" ref-type="table">Table 2</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref>). This primer pair also generated 16S rRNA sequences of a sister group of <italic>Methanosarcinales</italic>, previously detected in methane seep and mud volcano environments, with unknown metabolism at two depths (15H-6, 30H-1; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref>). Interestingly, despite detecting mRNA with ANME-1-<italic>mcr</italic>A primers, we were unable to detect 16S rRNA of ANME-1a-b or ANME-1d with newly designed group-specific 16S rRNA gene primers (<xref rid="tab1" ref-type="table">Table 1</xref>).</p>
</sec>
</sec>
<sec id="sec14" sec-type="discussions">
<title>Discussion</title>
<p>We present a depth profile of <italic>mcrA</italic> that relates distribution patterns of deep subseafloor methanogens and anaerobic methanotrophs to the geochemical context. While the genetic and gene transcript analyses in our study are present-day snapshots of methane-cycling activity, the measured geochemical data in part capture much longer time scales, such as the accumulation of methane over millions of years. Nonetheless, we observe a clear relationship between the community profile of methane-cycling archaea and porewater geochemical gradients. We, moreover, resolve the paradox of earlier studies in which methane-rich sediments at ODP Site 1230 appeared largely devoid of methanogens in the methanogenesis zone (<xref ref-type="bibr" rid="ref31">Inagaki et al., 2006</xref>), and completely devoid of anaerobic methanotrophs in the SMTZ (<xref ref-type="bibr" rid="ref4">Biddle et al., 2006</xref>).</p>
<p>Geochemical and functional gene profiles indicate a distinct depth stratification of the active methane cycling community (<xref rid="tab2" ref-type="table">Table 2</xref>; <xref rid="fig5" ref-type="fig">Figure 5</xref>). No nucleic acid evidence of present-day methane-cycling was detected in the upper part of the sulfate reduction zone (0 to ~7 mbsf) despite methane concentrations in the micromolar range. Throughout the SMTZ (~7 to 9 mbsf in borehole A, up to 1&#x2009;m deeper in boreholes B and C), sulfate concentrations diminished in typical concave-down profiles, and methane concentrations increased. These gradients coincide with the detection of <italic>mcr</italic>A of ANME-1a-b (<xref rid="fig5" ref-type="fig">Figure 5</xref>), members of which are known to be anaerobic methanotrophs (<xref ref-type="bibr" rid="ref35">Knittel and Boetius, 2009</xref>). Therefore, our sulfate and methane concentration profiles and <italic>mcrA</italic> composition in the SMTZ are consistent with AOM. In the underlying methanogenesis zone (~9 to 269+ mbsf), methane concentrations and <italic>&#x03B4;</italic><sup>13</sup>C-DIC increase drastically in the upper tens of meters and stay high throughout, while sulfate remains depleted (<xref rid="fig2" ref-type="fig">Figures 2</xref>, <xref rid="fig3" ref-type="fig">3</xref>). Interestingly, ANME-1a-b Archaea were detected in the upper meters of the methanogenesis zone (from 9.7 to 16.1 mbsf), in line with past indications that ANME-1a-b might be capable of methanogenesis in addition to methanotrophy (<xref ref-type="bibr" rid="ref29">House et al., 2009</xref>; <xref ref-type="bibr" rid="ref44">Lloyd et al., 2011</xref>; <xref ref-type="bibr" rid="ref2">Beulig et al., 2019</xref>). Moreover, ANME-1a-b were vertically separated from ANME-1d and <italic>Methanothrix mcr</italic>A sequences, which were only found in deeper, methanogenic sediment layers. The three groups only overlapped in core 3H-5 (20.6 mbsf), which marked the deepest sample in which ANME-1a-b and shallowest sample in which ANME-1d and <italic>Methanothrix</italic> were detected.</p>
<sec id="sec15">
<title>Implications of the <sup>13</sup>C-isotopic data</title>
<p>The changes in <italic>&#x03B4;</italic><sup>13</sup>C-DIC and &#x2013;methane provide insights into the sources of DIC and pathways of methane production at ODP Site 1230. The <italic>&#x03B4;</italic><sup>13</sup>C-DIC isotopic values in the upper ~9 mbsf (&#x2212;10.4 to &#x2212;13.2&#x2030;) are consistent with organic matter mineralization becoming the main DIC source with increasing sediment depth. Most of this organic matter is likely to be phytoplankton-derived organic matter (<italic>&#x03B4;</italic><sup>13</sup>C-total organic carbon: ~22&#x2013;23&#x2030;; <xref ref-type="bibr" rid="ref4">Biddle et al., 2006</xref>) that was initially deposited under the upwelling regime of the Peru Margin, and subsequently reworked and laterally transported downslope to the Peru Trench. Toward the sediment surface, the <italic>&#x03B4;</italic><sup>13</sup>C-DIC increases, most likely due to an increasing contribution of <sup>13</sup>C-enriched DIC from deep sea bottom water, which typically bears a <sup>13</sup>C-composition of ~0 to +1.2&#x2030; (<xref ref-type="bibr" rid="ref46">Lynch-Stieglitz et al., 1995</xref>).</p>
<p>Notably, despite the strong geochemical evidence for AOM in the SMTZ, which might be expected to produce highly <sup>13</sup>C-depleted DIC from the oxidation of methane, we do not observe a strong downward swing in <italic>&#x03B4;</italic><sup>13</sup>C-DIC within the SMTZ. This phenomenon has been observed previously in SMTZs and has been explained with concomitant AOM and methane production (<xref ref-type="bibr" rid="ref2">Beulig et al., 2019</xref>), microbially mediated isotope exchange between methane and DIC (<xref ref-type="bibr" rid="ref83">Yoshinaga et al., 2014</xref>), and reversibility of intracellular methane-cycling reactions at low sulfate concentrations (<xref ref-type="bibr" rid="ref77">Wegener et al., 2021</xref>). In our case, the <italic>mcr</italic>A data argue against the first scenario, if ANME-1a-b are assumed to only perform methanotrophy. Yet, if &#x2013; as proposed previously - ANME-1a-b are facultative methanogens, which matches the detection of this group throughout the upper ~12&#x2009;m of the methanogenesis zone, then the first scenario is also plausible. Notably, porewater dissolved barium concentrations increase sharply throughout the AOM and upper methanogenesis zone (e.g., from 2.7&#x2009;&#x03BC;M at 6.15 mbsf to 290&#x2009;&#x03BC;M at 23.15 mbsf at ODP Site 1230A; <xref ref-type="bibr" rid="ref9">D&#x2019;Hondt et al., 2003</xref>), consistent with (slow) release of sulfate through chemical dissolution of barite (BaSO<sub>4</sub>). This sulfate could fuel low rates of AOM, and thus also support concomitant AOM and methane production throughout the upper methanogenesis zone. AOM coupled to iron or manganese reduction could also support low rates of AOM, as was recently proposed for subsurface sediments of the South China Sea, where ANME-1 were detected meters below the SMTZ (<xref ref-type="bibr" rid="ref84">Zhang et al., 2023</xref>). Yet, the low porewater concentrations of Fe<sup>2+</sup> (0.6 to 3.9&#x2009;&#x03BC;M) and Mn<sup>2+</sup>(0 to 0.3&#x2009;&#x03BC;M) in the upper methanogenic sediment layer where we detected ANME-1a-b at ODP Site 1230 (<xref ref-type="bibr" rid="ref9">D&#x2019;Hondt et al., 2003</xref>) do not support an important role of AOM coupled to metal reduction.</p>
<p>Below 9 mbsf, the <italic>&#x03B4;</italic><sup>13</sup>C-DIC increased, consistent with a strong isotopic imprint of methanogenesis by CO<sub>2</sub> reduction. Strong isotopic discrimination against <sup>13</sup>C-CO<sub>2</sub> is the norm in methanogenesis from H<sub>2</sub>/CO<sub>2</sub> (<xref ref-type="bibr" rid="ref79">Whiticar, 1999</xref>; <xref ref-type="bibr" rid="ref56">Penning et al., 2005</xref>) and can result in significant <sup>13</sup>C-enrichment of the residual DIC pool (<xref ref-type="bibr" rid="ref1">Alperin and Hoehler, 2009</xref>; <xref ref-type="bibr" rid="ref29">House et al., 2009</xref>). Based on measured porewater geochemical data, methanogenesis from H<sub>2</sub>/CO<sub>2</sub> is, however, not thermodynamically favorable (<xref rid="fig6" ref-type="fig">Figure 6</xref>), with <italic>in situ</italic> Gibbs energies in the positive (i.e., endergonic) range (&#x0394;G<italic>
<sub>r</sub>
</italic>&#x2019;&#x2009;&#x003E;&#x2009;0&#x2009;kJ&#x2009;mol<sup>&#x2212;1</sup>) throughout the sediment column of ODP Site 1230. Since methanogenesis from formate follows the same biochemical route as hydrogenotrophic methanogenesis after the initial oxidation of formate to CO<sub>2</sub> and H<sub>2</sub> by formate dehydrogenase (<xref ref-type="bibr" rid="ref66">Sparling and Daniels, 1986</xref>), a similar isotopic fractionation can be expected. Indeed, the complete conversion reaction of formate to methane is thermodynamically favorable, and based on that alone formate a potential methanogenic substrate at ODP Site 1230 (<xref rid="fig6" ref-type="fig">Figure 6</xref>). Yet, assuming that energy is not conserved during the initial formate oxidation step, but only in the second step involving methanogenic CO2 reduction with H<sub>2</sub> (<xref ref-type="bibr" rid="ref60">Schink et al., 2017</xref>), then formate conversion to methane appears less plausible. This is because intracellular H<sub>2</sub> concentrations can be expected to be close to equilibrium with H<sub>2</sub> concentrations in the surrounding sediment due to H<sub>2</sub> leakage out of methanogenic cells (<xref ref-type="bibr" rid="ref14">Finke et al., 2007</xref>). As stated above, however, measured H<sub>2</sub> concentrations in the surrounding sediment are too low to energetically support hydrogenotrophic methanogenesis. A more recently documented form of methanogenic CO<sub>2</sub> reduction involves interspecies electron transfer (IET). This form of methanogenesis, which was first discovered in <italic>Methanothrix harundinaceae</italic> (<xref ref-type="bibr" rid="ref58">Rotaru et al., 2014</xref>), involves cellular structures, e.g., cytochromes, that attach to conductive mineral surfaces or syntrophic partner organisms (<xref ref-type="bibr" rid="ref18">Gao and Lu, 2021</xref>). The isotopic fractionations of these reactions are not known but most likely also cause <italic>&#x03B4;</italic><sup>13</sup>C-enrichment of residual DIC. In principle, the conversion of formate to methane could also operate via a direct electron transfer mechanism, e.g., from syntrophic bacteria to methanogens. This mechanism could bypass H<sub>2</sub> as a catabolic intermediate and even render formate catabolism a potential source of methane. Thus, based on the available geochemical data, the dominance of methanogenic CO<sub>2</sub> reduction at Site 1230, which was inferred from the <italic>&#x03B4;</italic><sup>13</sup>C-DIC profile below 9 mbsf, is most plausibly explained with electron transfer from syntrophic partner organisms or mineral surfaces to methanogens.</p>
<fig position="float" id="fig6"><label>Figure 6</label>
<caption>
<p>Calculated <italic>in situ</italic> Gibbs energy yields (&#x0394;<italic>Gr</italic>&#x2019;) of methanogenesis reactions from H2&#x2009; + &#x2009;CO2 (HCO3<sup>&#x2013;</sup> +&#x2009; 4 H2&#x2009; + &#x2009;H<sup><sup>+</sup></sup> &#x2794; CH<sub><sub>4</sub>&#x2009;</sub> +&#x2009; 3 H<sub>2</sub>O) and acetate (CH<sub>3</sub>COO<sup>&#x2013;</sup> + H<sub>2</sub>O &#x2794; CH<sub>4</sub> + HCO<sub>3</sub><sup>&#x2013;</sup>), and the methanogenic conversion of formate to methane (4 HCOO<sup>&#x2013;</sup> + H<sub>2</sub>O + H<sup>+</sup>  &#x2794; CH<sub>4</sub> + 3 HCO<sub>3</sub><sup>&#x2013;</sup>; note: this reaction includes the initial oxidation of formate to H<sub>2</sub> and HCO<sub>3</sub><sup>&#x2013;</sup>, which may not be coupled to energy conservation). Calculations were done for <italic>in situ</italic> conditions as described in the Materials &#x0026; Methods.</p>
</caption>
<graphic xlink:href="fmicb-14-1192029-g006.tif"/>
</fig>
<p>By contrast, chemoautotrophy, acetogenesis or other methanogenic pathways are unlikely drivers of the observed <italic>&#x03B4;</italic><sup>13</sup>C-DIC increase in the methanogenesis zone. Although (certain) ANME-1a-b are chemoautotrophs (<xref ref-type="bibr" rid="ref33">Kellermann et al., 2012</xref>), past studies indicate that AOM of isotopically highly depleted methane (~&#x2009;&#x2212;&#x2009;75 per mil) to CO<sub>2</sub> occurs at much (&#x2265;40-fold) higher rates than C-assimilation by chemoautotrophy (e.g., <xref ref-type="bibr" rid="ref53">Nauhaus et al., 2007</xref>; <xref ref-type="bibr" rid="ref78">Wegener et al., 2008</xref>). Consequently, AOM would be expected to overprint any C-isotopic enrichment of DIC by chemoautotrophy. Acetogenesis from H<sub>2</sub>/CO<sub>2</sub>, which also strongly discriminates against <sup>13</sup>C (<xref ref-type="bibr" rid="ref19">Gelwicks et al., 1989</xref>), is unlikely based on <italic>&#x03B4;</italic><sup>13</sup>C-acetate values of &#x2212;12 to &#x2212;18&#x2030; at ODP Site 1230 that indicate fermentation as the main acetate source (<xref ref-type="bibr" rid="ref23">Heuer et al., 2006</xref>). The other widespread methanogenesis pathways from acetate (aceticlastic methanogenesis) and methylated substrates (e.g., methanol, dimethyl sulfide and methyl amines; methylotrophic methanogenesis), produce rather than consume CO<sub>2</sub> (<xref ref-type="bibr" rid="ref81">Whitman et al., 2014</xref>). In aceticlastic methanogenesis, this CO<sub>2</sub> has the same <sup>13</sup>C-depleted isotopic composition as the methane produced (<xref ref-type="bibr" rid="ref20">Gelwicks et al., 1994</xref>) and would thus lower (rather than increase) the <italic>&#x03B4;</italic><sup>13</sup>C-DIC. Despite high concentrations of acetate, our calculations, moreover, indicate that aceticlastic methanogenesis is close to thermodynamic equilibrium throughout most of the methanogenesis zone (<xref rid="fig6" ref-type="fig">Figure 6</xref>), with Gibbs energies not reaching the theoretical minimum required for biological energy conservation by proton translocation (&#x0394;G<italic>
<sub>r</sub>
</italic>&#x2019; &#x2245; 10&#x2009;kJ&#x2009;mol<sup>&#x2212;1</sup>; <xref ref-type="bibr" rid="ref25">Hoehler et al., 2001</xref>; <xref ref-type="bibr" rid="ref42">Lever et al., 2015</xref>). <sup>13</sup>C-depletion of DIC is also expected for methylotrophic methanogenesis, even though this pathway produces methane with similar isotopic fractionations as CO<sub>2</sub> reduction (<xref ref-type="bibr" rid="ref7">Conrad, 2005</xref>). The reason for <sup>13</sup>C-depletion of DIC is that the main isotopic fractionation of methylotrophic methanogenesis is produced by the first enzymes in the reaction chain (methyl transferase I and/or II; <xref ref-type="bibr" rid="ref37">Krzycki et al., 1987</xref>) and hence upstream of where C fractions enter separate enzymatic pathways to produce CO<sub>2</sub> and methane (<xref ref-type="bibr" rid="ref72">Thauer, 1998</xref>). Notably, another form of methylotrophic methanogenesis, which involves methylated substrates and hydrogen, e.g., methanol + H<sub>2</sub> does not produce CO<sub>2</sub> (<xref ref-type="bibr" rid="ref12">Dridi et al., 2012</xref>; <xref ref-type="bibr" rid="ref81">Whitman et al., 2014</xref>). A fourth methanogenic pathway that involves the conversion of methoxy-groups from lignin monomers to methane with CO<sub>2</sub> as a co-substrate (<xref ref-type="bibr" rid="ref49">Mayumi et al., 2016</xref>) is in theory also possible. Yet, this pathway is unlikely to be important given the primarily phytoplanktonic origin of organic matter at ODP Site 1230 (<xref ref-type="bibr" rid="ref63">Shipboard Scientific Party, 1988</xref>; <xref ref-type="bibr" rid="ref9">D&#x2019;Hondt et al., 2003</xref>) and recent evidence suggesting minimal long-term degradation of lignin in anoxic sediment (<xref ref-type="bibr" rid="ref22">Han et al., 2022</xref>).</p>
<p>The increase in <italic>&#x03B4;</italic><sup>13</sup>C-DIC with depth is steepest from the lower SMTZ to ~20 mbsf (<xref rid="fig3" ref-type="fig">Figures 3</xref>, <xref rid="fig5" ref-type="fig">5</xref>), consistent with rates of methanogenic CO<sub>2</sub> reduction being highest in this interval. The subsequent decrease in the slope of <italic>&#x03B4;</italic><sup>13</sup>C-DIC with depth can be explained with an increase in the DIC pool size and decline in the rates of CO<sub>2</sub> reduction. In addition, it is possible that the relative contributions of other methanogenic pathways, e.g., aceticlastic methanogenesis, increase below this depth. Nonetheless, the <sup>13</sup>C-isotopic depletions of &#x2212;80 to &#x2212;86&#x2030; of <italic>&#x03B4;</italic><sup>13</sup>C-methane relative to <italic>&#x03B4;</italic><sup>13</sup>C-DIC that were consistently measured below 18 mbsf (<xref rid="fig3" ref-type="fig">Figure 3</xref>) indicate that CO<sub>2</sub> reduction accounts for most of the methane that has accumulated throughout the methanogenesis zone of ODP Site 1230.</p>
</sec>
<sec id="sec16">
<title>Community zonation</title>
<p>When examined in the geochemical context, the distribution of <italic>mcrA</italic> genes within the methanogenesis zone of ODP Site 1230 may be surprising. Isotopic compositions of DIC and methane suggest predominance of methanogenesis by CO<sub>2</sub> reduction, whereas detected <italic>mcr</italic>A sequences belong to phylotypes of putatively anaerobic methane-oxidizing ANME-1a-b, its catabolically uncharacterized sister group ANME-1d, and <italic>Methanothrix</italic>, a genus that was traditionally believed to consist uniformly of obligately aceticlastic methanogens.</p>
<p>The presence of ANME-1a-b in the SMTZ and in underlying sediment that is net methanogenic can be explained with different scenarios. The first one is that ANME-1a-b are indeed facultatively methanogenic, as proposed previously based on strong heterogeneity in <italic>&#x03B4;</italic><sup>13</sup>C of ANME-1-biomass in seep sediments (<xref ref-type="bibr" rid="ref29">House et al., 2009</xref>), detection of ANME-1a-b <italic>mcr</italic>A transcripts in methanogenic sediment (<xref ref-type="bibr" rid="ref44">Lloyd et al., 2011</xref>), and combined methanogenesis rate measurements and <italic>mcr</italic>A analyses across anaerobic methane-oxidizing and methanogenic sediment (<xref ref-type="bibr" rid="ref2">Beulig et al., 2019</xref>). This environmental evidence has been supported by recent genomic detections of hydrogenase genes, that are potentially involved in hydrogenotrophic methanogenesis, across multiple ANME-1a-b and ANME-1c taxa (<xref ref-type="bibr" rid="ref38">Laso-P&#x00E9;rez et al., 2023</xref>). Alternatively, AOM by ANME-1a-b may continue as a cryptic process in the presence of methanogenesis throughout the uppermost part of the methanogenesis zone. Our thermodynamic calculations indicate that a reversal of methanogenic CO<sub>2</sub> reduction with H<sub>2</sub> is thermodynamically favorable throughout bulk sediments of ODP Site 1230 (<xref rid="fig6" ref-type="fig">Figure 6</xref>), though the electron acceptor is unclear. As discussed earlier, the increase in dissolved barium indicates barite (BaSO<sub>4</sub>) dissolution in this part of the sediment column as a potential source of sulfate, whereas the very low Fe<sup>2+</sup> and Mn<sup>2+</sup> concentrations argue against a significant role of AOM coupled to metal reduction. Under this scenario, the organisms that were responsible for the production of the measured methane are unknown. While neither possibility can be ruled out, the available evidence from this and past studies supports ANME-1a-b contributing to the production of methane by CO<sub>2</sub> reduction in the upper methanogenesis zone of ODP 1230.</p>
<p>The metabolism of ANME-1d, which replaces ANME-1a-b in deeper sediment layers of the methanogenesis zone, is even less understood than that of ANME-1a-b. This group, which was previously also referred to as &#x201C;ANME-1-related group&#x201D; and represents a poorly studied, sister family, or even sister order, of ANME-1a-b (<xref ref-type="bibr" rid="ref43">Lever and Teske, 2015</xref>), has been found across a range of anoxic environments. These include hydrothermal vents in ultramafic settings (<xref ref-type="bibr" rid="ref34">Kelley et al., 2005</xref>), deeply buried terrestrial coalbeds (<xref ref-type="bibr" rid="ref16">Fry et al., 2009</xref>), marine gas hydrate sediments (<xref ref-type="bibr" rid="ref36">Kormas et al., 2005</xref>), and tidal creek sediments (<xref ref-type="bibr" rid="ref13">Edmonds et al., 2008</xref>). Given the sole detection of ANME-1d DNA and mRNA deep in the methanogenesis zone, a methanogenic lifestyle seems likely. This group could reduce CO<sub>2</sub> to methane using electrons from IET and thus contribute to the observed strong <italic>&#x03B4;</italic><sup>13</sup>C-depletion of methane relative to DIC.</p>
<p>The predominant detection of <italic>Methanothrix-mcr</italic>A sequences below 20 mbsf, despite <italic>&#x03B4;</italic><sup>13</sup>C-DIC compositions that indicate mainly methanogenesis by CO<sub>2</sub> reduction, and Gibbs energies of aceticlastic methanogenesis near thermodynamic equilibrium, is perplexing, given that members of <italic>Methanothrix</italic> are traditionally considered to be obligate aceticlasts. One explanation is that these sequences belong to inactive or dead cells. Yet, this explanation does not match the detection of rRNA of <italic>Methanothrix</italic> (<xref rid="tab2" ref-type="table">Table 2</xref>), and is at odds with research suggesting that the vast majority of DNA from dead microorganisms is degraded over time scales of centuries in subsurface sediments (<xref ref-type="bibr" rid="ref73">Torti et al., 2018</xref>). Instead, the <italic>Methanothrix mcr</italic>A and 16S rRNA sequences may not belong to (obligate) aceticlasts. While genomic data of <italic>Methanothrix thermophila</italic> indicate potential for hydrogenotrophic metabolism in this group (<xref ref-type="bibr" rid="ref64">Smith and Ingram-Smith, 2007</xref>), methanogenesis involving H<sub>2</sub> has never been shown for <italic>Methanothricaceae</italic>. Yet, more recent experiments with pure cultures have demonstrated that members of <italic>Methanothrix</italic> - including <italic>Methanothrix harundinacea</italic>, which <italic>mcr</italic>A sequences from ODP Site 1230 cluster with (<xref rid="fig5" ref-type="fig">Figure 5</xref>) - are capable of methanogenic growth by CO<sub>2</sub> reduction using electrons received directly or through mineral intermediates from syntrophic partner organisms (<xref ref-type="bibr" rid="ref58">Rotaru et al., 2014</xref>; <xref ref-type="bibr" rid="ref82">Yang et al., 2019</xref>; <xref ref-type="bibr" rid="ref18">Gao and Lu, 2021</xref>). Experiments involving rice paddy soils and lake sediments have provided additional evidence for CO<sub>2</sub> reduction by <italic>Methanothrix</italic> in the environment (<xref ref-type="bibr" rid="ref26">Holmes et al., 2017</xref>; <xref ref-type="bibr" rid="ref57">Rotaru et al., 2019</xref>). Consequently, the observed <italic>&#x03B4;</italic><sup>13</sup>C-DIC and <italic>&#x03B4;</italic><sup>13</sup>C-methane compositions and dominance of <italic>mcr</italic>A sequences of <italic>Methanothrix</italic> may not be a contradiction, but instead match revised knowledge on the metabolic capabilities of <italic>Methanothrix</italic>.</p>
</sec>
</sec>
<sec id="sec17" sec-type="conclusions">
<title>Conclusion</title>
<p>We provide the first complete community profile of active methane-cycling archaea in deep subseafloor sediments, and show based on DNA and RNA sequence data that anaerobic methane-cycling archaea are present throughout the SMTZ and methanogenesis zone of ODP Site 1230 in the Peru Trench. Of essential importance for the detection of <italic>mcr</italic>A, <italic>mcr</italic>A-mRNA, and 16S rRNA of methane-cycling archaea was the use of redesigned general <italic>mcrA</italic> primers and development of new group-specific <italic>mcrA</italic> and 16S rRNA gene primers. While these primers improved the detection sensitivity of methane-cycling archaea, they confirm the notion that methane-cycling archaea only account for a small fraction of deep subsurface microbial communities, even in AOM and methanogenesis zones (<xref ref-type="bibr" rid="ref39">Lever, 2013</xref>).</p>
<p>Even though DNA- and RNA-based detections of methane-cycling archaea generally match the distributions of AOM and methanogenesis based on geochemical data, the detected phylogenetic groups appear at odds with the inferred dominant methane-cycling pathways. ANME-1, which are historically considered to be anaerobic methanotrophs, were detected to sediment depths that were&#x2009;&#x003E;&#x2009;10&#x2009;m (ANME-1a-b) and&#x2009;&#x003E;&#x2009;100&#x2009;m (ANME-1d) below the SMTZ. Based on published sedimentation rates for Site 1230 (0.25&#x2009;mm&#x2009;yr.<sup>&#x2212;1</sup>; <xref ref-type="bibr" rid="ref63">Shipboard Scientific Party, 1988</xref>), these distances suggest the continued existence of ANME-1a-b and ANME-1d populations in methanogenic sediments for &#x003E;40,000 and&#x2009;&#x003E;&#x2009;400,000&#x2009;years after their burial below the SMTZ, respectively. Given the measured methane concentration and DIC-isotopic data, and that no other methane-cycling archaea were detected, a switch to methanogenesis by CO<sub>2</sub> reduction offers the most parsimonious explanation for the occurrence of ANME-1a-b far below the SMTZ. Similarly, methanogenesis by CO<sub>2</sub> reduction may sustain populations of ANME-1d in deeper layers, and also explain why members of <italic>Methanothrix</italic> &#x2013; that were historically assumed to be aceticlastic - are pervasive throughout sediments that appear to be dominated by methanogenic CO<sub>2</sub> reduction. Herein, the pathway of CO<sub>2</sub> reduction remains unclear, but could bypass H<sub>2</sub> as an electron source through direct electron transfer.</p>
</sec>
<sec id="sec18" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are publicly available. This data can be found here: All isotopic data (d13C-CH4, d13C-DIC) are included in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>. All geochemical concentration data, including pH, are publicly available in <xref ref-type="bibr" rid="ref10">D&#x2019;Hondt et al. (2003)</xref>. All nucleotide sequences can be retrieved from GenBank (mcrA: OQ603043-OQ603056; 16S rRNA: OQ658172-OQ658186).</p>
</sec>
<sec id="sec19">
<title>Author contributions</title>
<p>ML, MA, and AT designed the research. AT and K-UH obtained the samples. ML and K-UH produced the data. ML analyzed the data with input from MA and AT and wrote the manuscript with input from all co-authors. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="sec20" sec-type="funding-information">
<title>Funding</title>
<p>Sequencing was supported by the NASA Astrobiology Institute &#x201C;From Early Biospheric Metabolisms to the Evolution of complex systems&#x201D; and performed at the Josephine Bay Paul Center for Comparative Molecular Biology and Evolution at the Marine Biological Laboratory, Woods Hole, MA. ML was supported by a Schlanger Ocean Drilling Fellowship, and a University of North Carolina Dissertation Completion Fellowship.</p>
</sec>
<sec id="conf1" 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="sec100" 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>
</body>
<back>
<ack>
<p>The authors thank the Ocean Drilling Program (ODP) and in particular the ODP Leg 201 Shipboard Scientific Party for sampling support, Ketil S&#x00F8;rensen and Christopher S. Martens for helpful discussions, and Barbara J. MacGregor for intellectual input to earlier manuscript versions.</p>
</ack>
<sec id="sec22" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2023.1192029/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2023.1192029/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.PDF" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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