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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Energy Res.</journal-id>
<journal-title>Frontiers in Energy Research</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Energy Res.</abbrev-journal-title>
<issn pub-type="epub">2296-598X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="publisher-id">1340410</article-id>
<article-id pub-id-type="doi">10.3389/fenrg.2024.1340410</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Energy Research</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Perspective: Microbial hydrogen metabolism in rock-hosted ecosystems</article-title>
<alt-title alt-title-type="left-running-head">Boyd et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2024.1340410">10.3389/fenrg.2024.1340410</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Boyd</surname>
<given-names>Eric S.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/24482/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
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<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
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<contrib contrib-type="author">
<name>
<surname>Colman</surname>
<given-names>Daniel R.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Templeton</surname>
<given-names>Alexis S.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<uri xlink:href="https://loop.frontiersin.org/people/32530/overview"/>
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<aff id="aff1">
<sup>1</sup>
<institution>Department of Microbiology and Cell Biology</institution>, <institution>Montana State University</institution>, <addr-line>Bozeman</addr-line>, <addr-line>MT</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Geological Sciences</institution>, <institution>University of Colorado</institution>, <addr-line>Boulder</addr-line>, <addr-line>CO</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1878635/overview">Dariusz Strapoc</ext-link>, Schlumberger, France</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/961135/overview">Abhijeet Singh</ext-link>, Swedish University of Agricultural Sciences, Sweden</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Eric S. Boyd, <email>eric.boyd@montana.edu</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>03</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1340410</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>11</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Boyd, Colman and Templeton.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Boyd, Colman and Templeton</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>Hydrogen (H<sub>2</sub>) is among the most common and widely utilized electron donors in microbial metabolism. This is particularly true for microorganisms that inhabit subsurface environments where H<sub>2</sub> concentrations can be high due to H<sub>2</sub> generation via one or more abiotic and biotic processes, such as serpentinization, radiolysis, cataclasis, and microbial fermentation. A surge in interest in the exploration for and exploitation of geologic (i.e., white and orange) H<sub>2</sub> as a clean low carbon fuel therefore necessitates an evaluation of the influence of microorganisms on its flux and potential recovery from subsurface systems. The widespread application of high throughput metagenomic sequencing approaches to rock-hosted ecosystems now makes it possible to readily identify microorganisms that harbor the potential to metabolize H<sub>2</sub> and to predict their mode of coupling H<sub>2</sub> oxidation with available oxidants using comparative genomic data from natural samples alone. When combined with several recent reports of measured rates of net microbial H<sub>2</sub> consumption in rock-hosted ecosystems, such information provides new perspective on the potential for microorganisms to impact the economics of H<sub>2</sub> recovery from geologic systems. In this perspective, the different classes of enzymes that microorganisms use to reversibly oxidize H<sub>2</sub> to fuel their energy metabolism are introduced and their distribution in several rock-hosted ecosystems is discussed. A compilation of net microbial H<sub>2</sub> oxidation activities in rock-hosted ecosystems is also presented to enable estimates of potential H<sub>2</sub> loss from natural or stimulated geologic reservoirs during mining activities, with an example provided from the Samail Ophiolite that indicates &#x3e;90% of geologic H<sub>2</sub> produced could be lost to microbial consumption. Finally, avenues to guide future microbial research in environments where geologic H<sub>2</sub> mining is planned are discussed.</p>
</abstract>
<kwd-group>
<kwd>geologic hydrogen</kwd>
<kwd>white hydrogen</kwd>
<kwd>orange hydrogen</kwd>
<kwd>hydrogenotroph</kwd>
<kwd>[NiFe]-hydrogenase</kwd>
<kwd>[FeFe]-hydrogenase</kwd>
<kwd>subsurface</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Aeronautics and Space Administration<named-content content-type="fundref-id">10.13039/100000104</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">W. M. Keck Foundation<named-content content-type="fundref-id">10.13039/100000888</named-content>
</contract-sponsor>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Hydrogen Storage and Production</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>H<sub>2</sub> is a common electron donor (reductant) for microorganisms in rock-hosted ecosystems (<xref ref-type="bibr" rid="B30">Lin et al., 2005</xref>; <xref ref-type="bibr" rid="B35">Nealson et al., 2005</xref>; <xref ref-type="bibr" rid="B45">Spear et al., 2005</xref>; <xref ref-type="bibr" rid="B48">Telling et al., 2015</xref>; <xref ref-type="bibr" rid="B33">Macdonald et al., 2018</xref>; <xref ref-type="bibr" rid="B32">Lindsay et al., 2019</xref>), due in part, to the variety of mechanisms by which it can be produced. H<sub>2</sub> can be generated abiotically through the reduction of water by iron minerals in mafic (e.g., basalt) and ultramafic rock (e.g., peridotite) through reactions collectively referred to as serpentinization (<xref ref-type="fig" rid="F1">Figure 1A</xref> (<xref ref-type="bibr" rid="B47">Stevens and McKinley, 2000</xref>; <xref ref-type="bibr" rid="B24">Kelley et al., 2005</xref>)). Likewise, in ecosystems hosted in crystalline basement rocks (e.g., granite) that are enriched with radionuclides such as uranium and thorium, radiolytic splitting of water can lead to formation of H<sub>2</sub> (<xref ref-type="bibr" rid="B30">Lin et al., 2005</xref>). Similarly, in seismically active systems (fault zones), or in subsurface environments where active rock comminution occurs (e.g., underneath active glaciers), mechanical shearing (cataclasis) of silicate minerals can produce silica radicals that can interact with water to form H<sub>2</sub> (<xref ref-type="bibr" rid="B25">Kita et al., 1982</xref>; <xref ref-type="bibr" rid="B48">Telling et al., 2015</xref>; <xref ref-type="bibr" rid="B33">Macdonald et al., 2018</xref>; <xref ref-type="bibr" rid="B37">Parkes et al., 2019</xref>). Finally, there is also the potential for deep seated or primordial H<sub>2</sub> to be released into subsurface aquifers (<xref ref-type="bibr" rid="B56">Zgonnik, 2020</xref>; <xref ref-type="bibr" rid="B34">Milkov, 2022</xref>). Along with biological mechanisms for H<sub>2</sub> production (discussed below), these processes are widely thought to lead to the high concentrations of H<sub>2</sub> commonly detected in subsurface environments (<xref ref-type="bibr" rid="B46">Stevens and McKinley, 1995</xref>; <xref ref-type="bibr" rid="B56">Zgonnik, 2020</xref>; <xref ref-type="bibr" rid="B11">Dunham et al., 2021</xref>; <xref ref-type="bibr" rid="B50">Templeton et al., 2021</xref>; <xref ref-type="bibr" rid="B34">Milkov, 2022</xref>). Indeed, estimates of H<sub>2</sub> production from the above processes taking place in the marine lithosphere and continental Precambrian lithosphere are estimated at &#x2212;10<sup>11</sup>&#xa0;mol&#xa0;yr<sup>&#x2212;1</sup> (as summarized in (<xref ref-type="bibr" rid="B43">Sherwood Lollar et al., 2014</xref>)). Far less is known of processes that influence the flux of this H<sub>2</sub> to the near surface.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(A)</bold> Gradients in available oxidants and available hydrogen (H<sub>2</sub>) in a host rock unit (e.g., mafic or ultramafic rock) undergoing the geological process of serpentinization. H<sub>2</sub>-consuming microbial processes are depicted from the surface to the subsurface based on decreasing energetics associated with coupling with available oxidants. Subgroup designations (G) for [NiFe]-hydrogenases are depicted and correspond with those in panel <bold>(B)</bold>. Image adapted from <xref ref-type="bibr" rid="B5">Boyd et al., 2014</xref>. <bold>(B)</bold> Phylogenetic reconstruction of representative large subunits of the various subgroups of [NiFe]-hydrogenases shows the general coherence of coupling of H<sub>2</sub> oxidation to various oxidants, as indicated in panel <bold>(A)</bold>. For context, representative homologs of the H subunit of the paralog of [NiFe]-hydrogenase, NADH dehydrogenase (Nuo or complex I), that are involved in various electron transport chains but that do not catalyze the reversible oxidation of H<sub>2</sub> are included. Image adapted from <xref ref-type="bibr" rid="B42">Schut et al., 2013</xref>. <bold>(C)</bold> Fraction of total genes encoded in the metagenomes of 50 non-photosynthetic hot spring communities that encode hydrogenases as a function of the pH of those hot springs. [NiFe]- and [FeFe]-hydrogenase homologs were summed and are plotted together for each of the 50 metagenomes. The box highlights springs that predicted based on geochemical data to be sourced with volcanic vapor and that tend to be enriched in H<sub>2</sub>. The grey dashed line represents the average abundance of hydrogenase homologs across all 50 metagenomes. Smokejumper hot spring 3 (SJ3) is depicted. Data adapted from <xref ref-type="bibr" rid="B32">Lindsay et al., 2019</xref>. Abbreviations: CO<sub>2</sub>, carbon dioxide; CO, carbon monoxide; HCOO<sup>&#x2212;</sup>, formate; CH<sub>4</sub>, methane, CH<sub>3</sub>COO<sup>&#x2212;</sup>, acetate; S<sup>0</sup>, elemental sulfur; HS<sup>&#x2212;</sup>, sulfide; SO<sub>4</sub>
<sup>2-</sup>, sulfate; Fe(III), ferric iron; Fe(II), ferrous iron; NO<sub>3</sub>
<sup>&#x2212;</sup>, nitrate; N<sub>2</sub>, dinitrogen; NH<sub>3</sub>, ammonia; O<sub>2</sub>, oxygen; H<sub>2</sub>O, water.</p>
</caption>
<graphic xlink:href="fenrg-12-1340410-g001.tif"/>
</fig>
<p>Microbial metabolism in subsurface environments is fuelled by chemical energy generated by dissipating gradients in electron donors and acceptors through redox reactions (<xref ref-type="bibr" rid="B49">Templeton and Caro, 2023</xref>). Among available electron donors, geologic H<sub>2</sub> is often considered to play a central role in sustaining microbial metabolism in subsurface rock-hosted communities (<xref ref-type="bibr" rid="B46">Stevens and McKinley, 1995</xref>; <xref ref-type="bibr" rid="B35">Nealson et al., 2005</xref>; <xref ref-type="bibr" rid="B6">Brazelton et al., 2012</xref>; <xref ref-type="bibr" rid="B18">Gregory et al., 2019</xref>), including those recovered from deep (2.0 and 2.8&#xa0;km) crystalline bedrock in Siberia and South Africa (<xref ref-type="bibr" rid="B8">Chivian et al., 2008</xref>; <xref ref-type="bibr" rid="B22">Karnachuk et al., 2019</xref>), a variety of subsurface serpentinizing environments (<xref ref-type="bibr" rid="B6">Brazelton et al., 2012</xref>; <xref ref-type="bibr" rid="B41">Schrenk et al., 2013</xref>; <xref ref-type="bibr" rid="B50">Templeton et al., 2021</xref>), deep (&#x3e;1&#xa0;km) basalt bedrock in the Columbia River Plain, U.S.A. (<xref ref-type="bibr" rid="B46">Stevens and McKinley, 1995</xref>), and beneath basalt-hosted glaciers and ice sheets (<xref ref-type="bibr" rid="B33">Macdonald et al., 2018</xref>; <xref ref-type="bibr" rid="B11">Dunham et al., 2021</xref>), among many others. A major reason for concluding that H<sub>2</sub> is supporting these communities comes from high concentrations of the highly diffusive gas. For example, H<sub>2</sub> has been measured at mM concentrations in fracture fluids from several environments undergoing serpentinization (<xref ref-type="bibr" rid="B7">Charlou et al., 2010</xref>; <xref ref-type="bibr" rid="B40">Rempfert et al., 2017</xref>). Importantly, that H<sub>2</sub> can be measured in subsurface ecosystems indicates that the rate of its production exceeds the rate of its consumption. For microorganisms, this could be due to either the availability of reductant, such as H<sub>2</sub>, exceeding the availability of oxidants in those environments or that other nutrients (e.g., phosphorus, nitrogen, trace metals) are limiting the energy metabolism of cells. This is because microbial communities assemble to maximize the production of biomass given a finite supply of energy and/or nutrients (<xref ref-type="bibr" rid="B27">Konopka, 2006</xref>). In other words, microbial ecosystems are limited by a finite resource(s) (<xref ref-type="bibr" rid="B27">Konopka, 2006</xref>) and the availability of electron acceptors is chief among these in subsurface ecosystems (<xref ref-type="bibr" rid="B31">Lindsay et al., 2018</xref>). In soils, microbial activity controls the flux of trace gas to the atmosphere, including H<sub>2</sub> (<xref ref-type="bibr" rid="B10">Conrad, 1996</xref>). This is accomplished due to strong gradients in the availability of electron acceptors to drive trace gas oxidation, such as atmospheric O<sub>2</sub> (<xref ref-type="bibr" rid="B21">Ji et al., 2017</xref>; <xref ref-type="bibr" rid="B14">Giguere et al., 2021</xref>). To what extent do microorganisms oxidize H<sub>2</sub> in more oxidant-limited subsurface environments (e.g., rock-hosted) and thereby influence the flux of H<sub>2</sub> to the near surface? To begin to address this question, it is first necessary to understand how microorganisms metabolize H<sub>2</sub>.</p>
<sec id="s1-1">
<title>Enzymes and processes involved in microbial hydrogen metabolism</title>
<p>Enzymes (proteins that catalyze chemical reactions) that enable the reversible oxidation of H<sub>2</sub> to protons (H<sup>&#x2b;</sup>) and electrons (e<sup>&#x2212;</sup>; Reaction 1) can be traced back to the last common ancestor of Archaea and Bacteria (<xref ref-type="bibr" rid="B5">Boyd et al., 2014</xref>; <xref ref-type="bibr" rid="B54">Weiss et al., 2016</xref>), at least 3.8 billion years ago (<xref ref-type="bibr" rid="B4">Battistuzzi et al., 2004</xref>; <xref ref-type="bibr" rid="B55">Wolfe and Fournier, 2018</xref>).<disp-formula id="equ1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>2</mml:mn>
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<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#x2194;</mml:mo>
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<mml:msup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2b;</mml:mo>
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<mml:mo>&#x2212;</mml:mo>
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<p>Over the past &#x2212;3.8&#xa0;Ga, organisms with the ability to metabolize H<sub>2</sub> have diversified to enable H<sub>2</sub> oxidation to be coupled to the reduction of nearly all imaginable and available oxidants, including oxygen (O<sub>2</sub>), nitrate (NO<sub>3</sub>
<sup>&#x2212;</sup>), ferric iron (Fe(III)), sulfate (SO<sub>4</sub>
<sup>2&#x2212;</sup>), and carbon dioxide (CO<sub>2</sub>), among others (<xref ref-type="fig" rid="F1">Figures 1A,B</xref>). In this capacity, H<sub>2</sub> can support the growth of aerobic (respire O<sub>2</sub>) or anaerobic (respire an oxidant other than O<sub>2</sub>) microorganisms and those that are autotrophic (fix inorganic carbon to biomass) or heterotrophic (use organic carbon as an electron donor and/or for biomass). In the case of heterotrophic microorganisms, H<sub>2</sub> oxidation typically is used to supplement their energy metabolism (<xref ref-type="bibr" rid="B38">Peters et al., 2015</xref>; <xref ref-type="bibr" rid="B15">Greening et al., 2016</xref>). Alternatively, heterotrophic organisms that are oxidant limited often can ferment, leading to H<sub>2</sub> production (discussed below).</p>
<p>Despite the vast diversity of metabolic backgrounds that feature reversible H<sub>2</sub> oxidation, they are all dependent on one of three classes of enzyme to catalyze its transformation: [FeFe]-hydrogenases, [NiFe]-hydrogenases, and [Fe]-hydrogenases (or Hmd) (<xref ref-type="bibr" rid="B38">Peters et al., 2015</xref>; <xref ref-type="bibr" rid="B15">Greening et al., 2016</xref>; <xref ref-type="bibr" rid="B16">Greening and Boyd, 2020</xref>). Hmd catalyzes the reduction of the substrate methenyltetrahydromethanopterin with H<sub>2</sub> in methanogens (<xref ref-type="bibr" rid="B44">Shima et al., 2008</xref>), and won&#x2019;t be discussed more here given its limited metabolic distribution. The least ambiguous way of examining whether microbial cultures or environmental samples can catalyze reversible H<sub>2</sub> oxidation activity is to measure rates of H<sub>2</sub> consumption in microcosm experiments. However, this is a time-consuming task and is infrequently done (discussed below). Fortunately, like other enzymes/proteins that a cell is dependent on, hydrogenase enzymes are encoded by genes in the genomes of cells. Therefore, organisms with the ability to metabolize H<sub>2</sub> can be readily identified by sequencing the genome of the culture (or the entire community in the case of environmental samples) and subjecting those genomes to comparative bioinformatics analyses. Such studies show that [FeFe]-hydrogenases are widely distributed among Bacteria, anaerobic eukaryotes (ciliates, flagellates, and fungi), and algae (<xref ref-type="bibr" rid="B38">Peters et al., 2015</xref>) and were only recently discovered in a limited subset of Archaea (<xref ref-type="bibr" rid="B38">Peters et al., 2015</xref>; <xref ref-type="bibr" rid="B17">Greening et al., 2023</xref>). In contrast, [NiFe]-hydrogenases are widespread among Archaea and Bacteria but have yet to be detected in Eukarya (<xref ref-type="bibr" rid="B38">Peters et al., 2015</xref>). Paralogs (evolutionarily related proteins that have different functions) of [NiFe]-hydrogenases, however, are widespread in Archaea, Bacteria, and Eukarya where they function as entry points for reducing equivalents into electron transport chains (i.e., NADH dehydrogenase, Nuo) (<xref ref-type="bibr" rid="B13">Friedrich and Scheide, 2000</xref>; <xref ref-type="bibr" rid="B42">Schut et al., 2013</xref>). However, these proteins are derived from [NiFe]-hydrogenases and therefore H<sub>2</sub> metabolism is a trait commonly associated with microbial life rather than higher forms of life.</p>
<p>Common among all characterized [NiFe]- and [FeFe]-hydrogenases, but distinct between these two classes, is an evolutionarily conserved large subunit that harbors the nickel-iron-sulfur or iron-sulfur active site, respectively, where reversible H<sub>2</sub> oxidation takes place (<xref ref-type="bibr" rid="B38">Peters et al., 2015</xref>). Variation in how H<sub>2</sub> is metabolized by cells via [NiFe]- and [FeFe]-hydrogenase has occurred through recruitment of genes that encode additional protein subunits that enable diverse redox coupling with intermediate electron carriers in the cell or in the cell membranes such as ferredoxin (Fd), NADH, flavins (e.g., F<sub>420</sub>), quinones (e.g., methanophenozine), and heterodisulfide (e.g., coenzyme M-coenzyme B), among others (<xref ref-type="bibr" rid="B52">Thauer et al., 2010</xref>). These intermediary electron carriers pass electrons to electron transport chains specific for reduction of O<sub>2</sub>, NO<sub>3</sub>
<sup>&#x2212;</sup>, Fe(III), SO<sub>4</sub>
<sup>2&#x2212;</sup>, etc. allowing for energy to be conserved that can be used to power cells. The recruitment of these additional protein encoding genes to [NiFe]- and [FeFe]-hydrogenases was highly advantageous to cells since it allowed for electrons from H<sub>2</sub> (via these intermediary electron carriers) to enter a variety of electron transport chains thereby enabling energy to be conserved from H<sub>2</sub> to power cells. As such, these particular protein recruitments were under strong selective pressure to be maintained, allowing for the diversification and general phylogenetic coherence of large subunit sequences that reflect their mode of metabolic functioning (<xref ref-type="fig" rid="F1">Figures 1A,B</xref>). This feature has been exploited bioinformatically such that is possible to predict the functionality and general directionality of hydrogenase enzymes using genomic data alone (<xref ref-type="bibr" rid="B53">Vignais and Billoud, 2007</xref>; <xref ref-type="bibr" rid="B5">Boyd et al., 2014</xref>; <xref ref-type="bibr" rid="B38">Peters et al., 2015</xref>; <xref ref-type="bibr" rid="B15">Greening et al., 2016</xref>; <xref ref-type="bibr" rid="B39">Poudel et al., 2016</xref>). This information can be combined with other genomic data to further examine modes by which H<sub>2</sub> oxidation might be coupled with reduction of various oxidants such as O<sub>2</sub>, NO<sub>3</sub>
<sup>&#x2212;</sup>, Fe(III), SO<sub>4</sub>
<sup>2&#x2212;</sup>, and CO<sub>2</sub>. Such information is powerful when trying to understand and predict the potential for microorganisms to influence the flux of H<sub>2</sub> from the deep surface to near surface environments where it can be mined.</p>
</sec>
<sec id="s1-2">
<title>Abundance of hydrogenotrophs in subsurface ecosystems</title>
<p>The size of a population is generally scalable to the availability of resources to support that population, since communities assemble to maximize utilization of resources until one becomes limiting (i.e., carrying capacity). Using genome sequences from Archaea and Bacteria, it was shown that nearly 30% code for one or more [NiFe]- or [FeFe]-hydrogenase enzyme (<xref ref-type="bibr" rid="B38">Peters et al., 2015</xref>; <xref ref-type="bibr" rid="B15">Greening et al., 2016</xref>), consistent with a widespread ability to reversible oxidize H<sub>2</sub> among microorganisms. While it is not atypical for an organismal genome to encode multiple copies of hydrogense enzymes, the genomes of several organisms from deep subsurface rock-hosted environments stand out, including that of the bacterium &#x201c;<italic>Candidatus</italic> Desulforudis audaxviator&#x201d; (<xref ref-type="bibr" rid="B8">Chivian et al., 2008</xref>). This organismal genome was reconstructed from metagenomic sequence obtained from fracture fluids from a 2.8&#xa0;km depth in South African gold mines. The genome encodes four copies or homologs of [NiFe]-hydrogenase and six homologs of [FeFe]-hydrogenase, alluding to the central role that H<sub>2</sub> has in the cell&#x2019;s energy metabolism. More recent work has brought this organism into culture and has demonstrated that it can indeed grow via H<sub>2</sub> oxidation (<xref ref-type="bibr" rid="B22">Karnachuk et al., 2019</xref>), as predicted from genomic data (<xref ref-type="bibr" rid="B8">Chivian et al., 2008</xref>). Multiple copies of hydrogenases in the genomes of organisms from taxonomic groups (phyla) that characteristically inhabit anoxic habitats is common (<xref ref-type="bibr" rid="B38">Peters et al., 2015</xref>), including in the <italic>Firmicutes</italic>, the group that &#x201c;<italic>Ca.</italic> Desulforudis audaxviator&#x201d; belongs to. Indeed, comparative metagenomic (shotgun sequencing) studies of natural microbial communities from surface environments relative to subsurface environments identified 5- and 2-fold enrichments in the genes encoding [NiFe]- and [FeFe]-hydrogenases in communities from subsurface environments relative to those obtained from surface environments (<xref ref-type="bibr" rid="B9">Colman et al., 2017</xref>).</p>
<p>Is the enrichment of hydrogenases in the genomes of organisms from subsurface environments related to the availability of H<sub>2</sub>? Hot springs have been proposed as accessible windows into subsurface environments (<xref ref-type="bibr" rid="B9">Colman et al., 2017</xref>), and numerous community metagenomes have been generated from these environments (e.g. (<xref ref-type="bibr" rid="B20">Inskeep et al., 2013</xref>)). A comparative study of 50 metagenomes from 50 different high temperature hot springs revealed that hydrogenase homologs can be particularly enriched (2X higher than background) in microbial communities from springs that are sourced by reduced volcanic gases and condensed steam or vapor (<xref ref-type="fig" rid="F1">Figure 1C</xref> (<xref ref-type="bibr" rid="B32">Lindsay et al., 2019</xref>)). Magmatic degassing of H<sub>2</sub> and high temperature reactions between steam and reduced iron bearing minerals during the ascent of vapor to the surface leads to enrichment of H<sub>2</sub> in this spring type (<xref ref-type="bibr" rid="B32">Lindsay et al., 2019</xref>). Indeed, a genomic analysis of one of those springs, termed SmokeJumper3 (SJ3), showed that &#x3e;70% of the community members encoded at least one hydrogenase homolog (many genomes encoded multiple homologs), the vast majority of which were predicted using bioinformatics approaches to be involved in H<sub>2</sub> oxidation (<xref ref-type="bibr" rid="B32">Lindsay et al., 2019</xref>). Further, the total number of cultivatable cells in SJ3 that used H<sub>2</sub> as a reductant coupled to various oxidants (O<sub>2</sub>, NO<sub>3</sub>
<sup>&#x2212;</sup>, Fe(III), SO<sub>4</sub>
<sup>2&#x2212;</sup>, thiosulfate, and elemental sulfur) was found to be one to two orders of magnitude greater than in two nearby springs (termed SJ1 and SJ2). Geochemical analyses indicate that SJ3 waters harbor the highest concentration of H<sub>2</sub> (2.1&#xa0;&#xb5;M) measured in a hot spring in Yellowstone to date, including in SJ1 (1.2&#xa0;&#xb5;M) and SJ2 (1.0&#xa0;&#xb5;M (<xref ref-type="bibr" rid="B32">Lindsay et al., 2019</xref>)). This suggests that organisms in SJ3 are particularly tuned to metabolize H<sub>2</sub> but are likely limited by availability of other nutrients, since H<sub>2</sub> was still measured at high concentration. In other H<sub>2</sub> supported subsurface biospheres such as hydrothermal vents, the number of hydrogenase homologs encoded by resident microbial communities can be even higher, in some cases 40-fold higher than from other surface habitats (<xref ref-type="bibr" rid="B6">Brazelton et al., 2012</xref>; <xref ref-type="bibr" rid="B1">Adam and Perner, 2018</xref>). Collectively, these observations point to a relationship between the availability of H<sub>2</sub> in subsurface environments and the extent to which microbial inhabitants of those environments depend on H<sub>2</sub> to support their energy metabolism. However, the nature of this relationship is likely to be nuanced by differences in other parameters in these systems, including variation in host rock that controls geochemical compositions, the availability of oxidants, and other nutrients (<xref ref-type="bibr" rid="B1">Adam and Perner, 2018</xref>).</p>
</sec>
<sec id="s1-3">
<title>Rates of net microbial oxidation in rock-supported ecosystems</title>
<p>The apparent relationship between the prevalence of hydrogenase encoding genes in community metagenomes from subsurface environments and the availability of H<sub>2</sub> in those environments strongly suggests that many of the cells in those environments are dependent on H<sub>2</sub>. Yet, not all cells in natural environments are active and it is widely accepted that most (up to 80%) of them are inactive or in a stationary phase of growth (<xref ref-type="bibr" rid="B26">Kolter et al., 1993</xref>; <xref ref-type="bibr" rid="B28">Lennon and Jones, 2011</xref>), likely due to limitation of energy substrates, nutrients, water, or accumulation of metabolic by-products (waste) that feedback inhibits biochemical processes. Further, the presence of genes allowing for a particular metabolic function does not necessarily mean that function is being carried out. This is because genes must first be converted or transcribed to RNA before the RNA/transcripts can be read and proteins/enzymes be synthesized (i.e., the central dogma of biology). Yet, RNA is easily degraded and is difficult to recover from microbial cells in natural environments. This limitation of RNA, when combined with the added complexity of limited amount of biomass (and therefore RNA) in rock-hosted ecosystems, makes it advantageous to directly measure the activity of enzymes that are involved in H<sub>2</sub> consumption activity. Measurements of H<sub>2</sub> oxidation or consumption generally take one of three forms, each of which can provide different data. One way of measuring H<sub>2</sub> net consumption (consumption-production) is by measuring H<sub>2</sub> concentrations over time following a direct injection of gas into a formation (e.g. (<xref ref-type="bibr" rid="B3">Bagnoud et al., 2016</xref>)). This approach is labor-, time-, and cost-intensive but provides estimates that are less prone to &#x201c;bottle&#x201d; artifacts (described below). The other common approaches use microcosms, or small bioreactors, that can be sealed and their contents manipulated. A known volume of sediment or ground rock is added to the microcosm along with either filter-sterilized fracture water from the formation or synthetic medium designed to chemically mimic fracture waters. Then, a fixed amount of H<sub>2</sub> is added to the headspace and its net consumption is quantified over time. Alternatively, tritiated hydrogen is added and its conversion to tritiated water is quantified. The difference in these later two approaches is that the former is reflective of net H<sub>2</sub> consumption whereas the latter is measuring H<sub>2</sub> oxidation only. Killed (autoclave or otherwise) controls allow for these activities to be attributed to microbial processes or abiotic processes. Both of the last two approaches, which tend to be carried out in sealed reactors, can lead to under- or over-estimates of activity, since nutrient limitation can develop, microbial communities can be stimulated due to added substrates, or disturbance can affect interactions among populations.</p>
<p>Due to these methodological differences as well as large-scale differences in environment (e.g., acidic pH <italic>versus</italic> circumneutral pH; impacted by photosynthesis or not), the results of H<sub>2</sub> consumption measurements are often difficult to compare. For example, most measurements of net H<sub>2</sub> oxidation rates in hydrothermal vent communities are reported on a per cell basis (e.g. (<xref ref-type="bibr" rid="B1">Adam and Perner, 2018</xref>)). This is done due to the comparative ease by which cells can be enumerated in aqueous samples. However, this assumes that all cells are similarly dependent on H<sub>2</sub> and active, which is not likely to be true (see above). Further, this makes it difficult to compare to rock-matrix associated cells, since quantifying cells in such samples is difficult. Nonetheless, several measurements of net H<sub>2</sub> oxidation have been reported from rock-hosted ecosystems that span a range of temperatures (4&#xb0;C&#x2013;70&#xb0;C) and geologic settings and with circumneutral pH and freshwater salinities, and these were compiled here for comparison. This included a single measurement from a circumneutral hot spring (<xref ref-type="bibr" rid="B31">Lindsay et al., 2018</xref>), two measurements from basaltic and carbonate sediments in circumneutral glacial meltwaters (<xref ref-type="bibr" rid="B11">Dunham et al., 2021</xref>), and a single measurement from a subsurface clay aquifer/reservoir proposed for use in storing radioactive waste (<xref ref-type="bibr" rid="B3">Bagnoud et al., 2016</xref>). These data from rock-hosted, non-photosynthetic ecosystems were then compared to several rates reported from non-rock-hosted environments, including terrestrial soils (<xref ref-type="bibr" rid="B21">Ji et al., 2017</xref>; <xref ref-type="bibr" rid="B14">Giguere et al., 2021</xref>) and marine and soda lake sediments (<xref ref-type="bibr" rid="B2">Adhikari et al., 2016</xref>), both of which are potentially influenced directly or indirectly by photosynthesis. These were all normalized to per unit mass or volume of material that was then converted to mass (soil mass, sediment mass), permitting their comparison.</p>
<p>Average rates of net H<sub>2</sub> oxidation in recently comminuted and fine grained carbonate sediments from Robertson Glacier and basaltic sediments from K&#xf6;tluj&#xf6;kull Glacier (both &#x2212;0.1&#xb0;C), when incubated in microcosms at 4&#xb0;C, revealed low rates of H<sub>2</sub> oxidation (&#x2212;1.1 and 7.6&#xa0;nmol&#xa0;d<sup>&#x2212;1</sup> G dry mass (gdm)<sup>&#x2212;1</sup>) (<xref ref-type="bibr" rid="B11">Dunham et al., 2021</xref>). In a clay-hosted aquifer (incubated <italic>in situ</italic> at &#x2212;17.5&#xb0;C), a net rate of microbial H<sub>2</sub> oxidation of 1.53&#xa0;&#x3bc;mol&#xa0;d<sup>&#x2212;1</sup> cm<sup>3 &#x2212;1</sup> was reported (<xref ref-type="bibr" rid="B3">Bagnoud et al., 2016</xref>). Assuming a density of clay of 1.7&#xa0;g&#xa0;cm<sup>3 &#x2212;1</sup> (<xref ref-type="bibr" rid="B3">Bagnoud et al., 2016</xref>), this value equates to 0.9&#xa0;&#x3bc;mol&#xa0;d<sup>&#x2212;1</sup> gdm<sup>-1</sup>. Finally, a rate of net H<sub>2</sub> oxidation of 7.2&#xa0;&#x3bc;mol&#xa0;d<sup>&#x2212;1</sup> gdm<sup>&#x2212;1</sup> was reported for fine-grained hot spring sediments sampled at the source of a circumneutral pH hot spring (pH, 6.8) when incubated in microcosms at 70&#xb0;C (<xref ref-type="bibr" rid="B31">Lindsay et al., 2018</xref>). Despite the limited size of the dataset, they were plotted as a function of temperature (pseudo-Arrhenius plot), which revealed a linear relationship (<italic>R</italic>
<sup>2</sup> &#x3d; 0.99) that has a slope of &#x2212;10 and intercept of &#x2212;5. This relationship yields a &#x2212;1-2 fold increase in rate per 10&#xb0;C increase in temperature, which is close to the expectation for a reaction with Arrhenius-like kinetics (2-fold increase in rate per 10&#xb0;C increase). While this relationship is defined with only 4 datapoints, it is a bit unexpected due to large-scale expected differences in the organisms that inhabit these environments (e.g., archaeal-versus bacterial-dominated, aerobic <italic>versus</italic> anaerobic), the presumed differences in the type of hydrogenase enzymes they encode and their kinetics, differences in modes of redox coupling, and different amounts of biomass (e.g., 10<sup>4</sup>&#x2013;10<sup>5</sup> cells gdm<sup>&#x2212;1</sup> in subglacial sediments to 10<sup>7</sup>&#x2013;10<sup>8</sup> cells gdm<sup>&#x2212;1</sup> in hot spring sediments (<xref ref-type="bibr" rid="B32">Lindsay et al., 2019</xref>; <xref ref-type="bibr" rid="B12">Dunham et al., 2022</xref>)). This is in addition to differences in how the measurements were made (microcosm <italic>versus in situ</italic> measurements). To further explore the relationship between net H<sub>2</sub> oxidation and temperature, measurements from non-rock-hosted ecosystems were compared to those above.</p>
<p>A net H<sub>2</sub> oxidation rate of 0.84&#xa0;&#x3bc;mol&#xa0;d<sup>&#x2212;1</sup> gdm<sup>&#x2212;1</sup> was reported for Antarctic soils when incubated at 10&#xb0;C (<xref ref-type="bibr" rid="B21">Ji et al., 2017</xref>), which is close to what would be predicted (14&#xb0;C) by the linear relationship. A net oxidation rate of 3.36&#xa0;&#x3bc;mol&#xa0;d<sup>&#x2212;1</sup> gdm<sup>&#x2212;1</sup> was reported for a temperate soil; however, incubation temperature was not reported (<xref ref-type="bibr" rid="B14">Giguere et al., 2021</xref>). Applying the linear relationship from above yields a temperature of 40&#xb0;C, which is &#x223c;15&#xb0;C higher than most temperate soils. We also note that rates of H<sub>2</sub> oxidation (not net) in marine sediments from a variety of environments range from 0.08 to 17.85&#xa0;&#x3bc;mol&#xa0;d<sup>&#x2212;1</sup> cm<sup>3</sup>. Assuming an average density for marine sediments (clay) of 1.7&#xa0;g&#xa0;cm<sup>3</sup> (<xref ref-type="bibr" rid="B51">Tenzer and Gladkikh, 2014</xref>), these rates translate to 0.05&#x2013;10.5&#xa0;&#x3bc;mol&#xa0;d<sup>&#x2212;1</sup> gdm<sup>&#x2212;1</sup> which are generally higher than for rock-hosted communities. This may be due to these measurements being direct H<sub>2</sub> oxidation measurements (conversion of tritiated H<sub>2</sub> to water), as opposed to net oxidation measurements, and these systems receiving organic carbon from the overlying water column that could further stimulate biomass production. While the relationship between net H<sub>2</sub> oxidation potential and temperature needs to be further refined and evaluated using additional measurements from diverse subsurface systems, the limited data compiled here indicates that microorganisms consume H<sub>2</sub> in rock-hosted ecosystems and that their net H<sub>2</sub> consumption rates are at least partially dependent on temperature.</p>
<p>To begin to examine how microbial H<sub>2</sub> oxidation could impact H<sub>2</sub> recovery in a natural system, we consider a 1&#xa0;km deep, 1&#xa0;km diameter cylinder (0.785&#xa0;km<sup>3</sup>) of harzburgite/dunite rock in the Samail Ophiolite, Oman. An average rock density for harzburgite/dunite of 2.55&#xa0;g&#xa0;cm<sup>3</sup> (measured in cores BA1B, BA3A, and BA4A (<xref ref-type="bibr" rid="B23">Kelemen et al., 2020</xref>)) was used to normalize this volume of rock to mass and a porosity of 3.8% cm<sup>3</sup> (average in these same cores (<xref ref-type="bibr" rid="B23">Kelemen et al., 2020</xref>)) was used as a crude method to identify the percentage of this rock that could be inhabited by microorganisms. Applying the net H<sub>2</sub> oxidation rate of 3.4&#xa0;&#x3bc;mol&#xa0;d gdm at 40&#xb0;C (extrapolated from <xref ref-type="fig" rid="F2">Figure 2</xref>), which is a likely average for a 1&#xa0;km depth (<xref ref-type="bibr" rid="B36">Nothaft et al., 2021</xref>), and assuming a constant H<sub>2</sub> oxidation rate throughout the rock column for simplicity, a net microbial consumption rate is estimated at 52 &#xd7; 10<sup>3</sup> tonnes per year. Assuming complete rock alteration of 1&#xa0;kg of such rock, &#x2212;0.3&#xa0;mol H<sub>2</sub> can be produced (<xref ref-type="bibr" rid="B29">Leong et al., 2023</xref>), equivalent to &#x2212;10<sup>11</sup> tonnes for the 0.785&#xa0;km<sup>3</sup> rock volume, which would support microbial hydrogenotrophs for &#x2212;10<sup>7</sup>&#xa0;years at this level of activity. Yet, the annual outgassing rate (flux of H<sub>2</sub>) from the surface of the Samail Ophiolite is estimated to be 3.6 &#xd7; 10<sup>3</sup> tonnes km<sup>3</sup> (<xref ref-type="bibr" rid="B29">Leong et al., 2023</xref>), an order of magnitude lower than the estimated net microbial H<sub>2</sub> oxidation potential. This suggests that up to &#x3e;90% of H<sub>2</sub> produced in the Samail Ophiolite could be lost through microbial consumption. Importantly, the estimates for net H<sub>2</sub> oxidation for rock-hosted microbial communities were derived largely using samples from near surface rock-hosted ecosystems (e.g., subglacial sediments, hot spring sediments) which may differ markedly from those that inhabit subsurface rocks where the flux of oxidants and nutrients could be far lower.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Net hydrogen (H<sub>2</sub>) oxidation rates for various samples plotted as a function of the temperature of the experiments where those measurements were made for those samples. The trendline was generated using the four datapoints (solid circles) from basaltic or carbonate glacial sediments, subsurface clay, and hot spring sediments. The net H<sub>2</sub> oxidation rates from an Antarctic soil where temperature was reported and from a temporal soil where temperature was estimated from the depicted regression are plotted for reference in open circles. Data adapted from <xref ref-type="bibr" rid="B3">Bagnoud et al., 2016</xref>; <xref ref-type="bibr" rid="B21">Ji et al., 2017</xref>; <xref ref-type="bibr" rid="B31">Lindsay et al., 2018</xref>; <xref ref-type="bibr" rid="B11">Dunham et al., 2020</xref>; <xref ref-type="bibr" rid="B14">Giguere et al., 2021</xref>.</p>
</caption>
<graphic xlink:href="fenrg-12-1340410-g002.tif"/>
</fig>
</sec>
<sec id="s1-4">
<title>Microbial production of H<sub>2</sub>
</title>
<p>While the focus of this perspective is on H<sub>2</sub> oxidation via hydrogenases, such enzymes are reversible and, under certain conditions, microorganisms can produce H<sub>2</sub>. Microbial production of H<sub>2</sub> is most commonly associated with the process of fermentation, whereby organic carbon molecules are broken down in the absence of O<sub>2</sub> or other suitable oxidants. In the absence of other suitable oxidants, microbial cells turn to protons as a source of oxidant to regenerate oxidized intermediate electron carriers (Fd, NAD<sup>&#x2b;</sup>, etc.) and enable organic carbon oxidation to continue. In the process of oxidizing intermediate electron carriers, protons are reduced to yield H<sub>2</sub> (Reaction 1). Fermentation is a common process in environments with available organic carbon but where other more preferrable oxidants are limiting. Examples of subsurface environments meeting these characteristics are oil and natural gas reservoirs, which are also often replete with H<sub>2</sub> (<xref ref-type="bibr" rid="B56">Zgonnik, 2020</xref>). Thus, the biological potential to produce H<sub>2</sub> is highest in subsurface environments that have substantial organic carbon that drives the consumption of available oxidants.</p>
</sec>
<sec id="s1-5">
<title>Conclusions and future directions</title>
<p>Genomic and metagenomic studies reveal that the ability to reversibly oxidize H<sub>2</sub> is a widespread trait that is integrated into the energy metabolism of nearly all types of microbial cells, ranging from aerobes to anaerobes, autotrophs to heterotrophs, and chemosynthetic to photosynthetic organisms. Metagenomic sequence from rock-hosted subsurface ecosystems reveal enrichment of hydrogenases in subsurface communities relative to those from the surface, alluding to the even greater importance for H<sub>2</sub> cycling in subsurface rocky environments that exclude light as an available energy source. Rates of net microbial H<sub>2</sub> oxidation in several rock-hosted habitats have been measured and a relationship between rate and temperature was established, with rates increasing by a factor of &#x223c;1-2 per 10&#xb0;C increase in temperature. This suggests that communities may have a significant impact on the flux of H<sub>2</sub> from the subsurface and that this effect might be more pronounced at higher temperature.</p>
<p>Yet, the availability of data to evaluate the potential effect of microorganisms on the flux of H<sub>2</sub> from subsurface environments remains highly limited, despite the recent surge in interest and investment in prospecting for and mining white and orange H<sub>2</sub> as a component of the energy economy (<xref ref-type="bibr" rid="B19">Hand, 2023</xref>). This is partly attributable to logistics and costs associated with gaining access to subsurface samples and fluids and ensuring that they are collected in a manner that is conducive for downstream use in geomicrobiological work. We call for closer communication and coordination between prospectors interested in maximizing white and orange H<sub>2</sub> recovery and geomicrobiologists interested in understanding the role of geologic H<sub>2</sub> in sustaining subsurface biospheres. Specifically, coordination and communication between prospectors and geomicrobiologists is needed to ensure that samples can be collected in a manner that is suitable for downstream use in microbiological work. Through such coordination, prospectors and microbiologists will be in a unique position to not only develop a more robust understanding of H<sub>2</sub> cycling activities of microbial communities in rock-hosted ecosystems but to also better guide prospecting efforts and to develop interventive strategies to mitigate H<sub>2</sub> loss due to microbial activities. Further, obtaining such understanding through coordination of efforts could result in new technologies and approaches to engineer subsurface systems to poise microorganisms to enhance the production of H<sub>2</sub> through fermentative or other biological activities.</p>
</sec>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s2">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s3">
<title>Author contributions</title>
<p>EB: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Methodology, Supervision, Writing&#x2013;original draft, Writing&#x2013;review and editing. DC: Data curation, Writing&#x2013;review and editing. AT: Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s4">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by the National Aeronautics and Space Administration under Award 80NSSC21K0489 (EB and AT) and by the W. M. Keck Foundation (EB).</p>
</sec>
<ack>
<p>The authors are grateful for the numerous discussions with Peter Kelemen, James Leong, and Eric Ellison that significantly improved this paper.</p>
</ack>
<sec sec-type="COI-statement" id="s5">
<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 sec-type="disclaimer" id="s6">
<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>
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