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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
</journal-title-group>
<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.2026.1754804</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Search for the role of a Huc-type [NiFe]-hydrogenase of the soil thermophile <italic>Parageobacillus thermoglucosidasius</italic></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Santana</surname>
<given-names>Margarida M.</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3333006"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Delgado</surname>
<given-names>Jose A.</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3377291"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Rosa</surname>
<given-names>Ana Paula</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Cruz</surname>
<given-names>Cristina</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/74365"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gonzalez</surname>
<given-names>Juan M.</given-names>
</name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/47496"/>
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</contrib-group>
<aff id="aff1"><label>1</label><institution>Centre for Ecology, Evolution and Environmental Changes (cE3c) &#x0026; Global Change and Sustainability Institute (CHANGE), Faculty of Sciences, University of Lisbon</institution>, <city>Lisbon</city>, <country country="pt">Portugal</country></aff>
<aff id="aff2"><label>2</label><institution>Santar&#x00E9;m Polytechnic University, School of Agriculture, Quinta do Galinheiro - S. Pedro</institution>, <city>Santar&#x00E9;m</city>, <country country="pt">Portugal</country></aff>
<aff id="aff3"><label>3</label><institution>Loyola Biomedical Research Group, Biomedicine and Health Science Department, Faculty of Health Science, Universidad Loyola Andaluc&#x00ED;a</institution>, <city>Dos Hermanas</city>, <country country="es">Spain</country></aff>
<aff id="aff4"><label>4</label><institution>Instituto de Recursos Naturales y Agrobiolog&#x00ED;a de Sevilla, Consejo Superior de Investigaciones Cient&#x00ED;ficas, IRNAS-CSIC</institution>, <city>Sevilla</city>, <country country="es">Spain</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Margarida M. Santana, <email xlink:href="mailto:margarida.santana@esa.ipsantarem.pt">margarida.santana@esa.ipsantarem.pt</email>; Juan M. Gonzalez, <email xlink:href="mailto:jmgrau@irnase.csic.es">jmgrau@irnase.csic.es</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-25">
<day>25</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1754804</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>02</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Santana, Delgado, Rosa, Cruz and Gonzalez.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Santana, Delgado, Rosa, Cruz and Gonzalez</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-25">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>Previously published data showed the ubiquity of thermophilic bacteria in upper soil layers and their potential significant role in biogeochemical cycles. The processes for the maintenance of cell viability by these thermophiles in soils, including cool temperate soils, are largely unknown. We used culturing systems to mimic and analyze usual environmental growth-limiting conditions and near-zero growth rates, namely those imposed by carbon availability, and common in soils. Our goal was to comprehend how a thermophilic bacterium of the Bacillota Phylum, <italic>Parageobacillus thermoglucosidasius</italic> 23.6, persists and maintains its viability in upper soils. Comparative transcriptomic analysis of <italic>P. thermoglucosidasius</italic> 23.6 at optimum growth rate (2.2&#x202F;h<sup>&#x2212;1</sup>), slow growth (0.025&#x202F;h<sup>&#x2212;1</sup> and 0.002&#x202F;h<sup>&#x2212;1</sup>) and near-zero growth rate (0.0002&#x202F;h<sup>&#x2212;1</sup>) revealed the overexpression of [NiFe]-hydrogenase-encoding genes, specifically of those encoding a putative Huc-type high affinity [NiFe]-hydrogenase, under growth limiting conditions. High affinity [NiFe]-hydrogenases were previously shown to be enzymes yielding energy during carbon starvation and to have a major role in the oxidation of tropospheric H<sub>2</sub> in soil ecosystems; their activity has been proposed as a major sink for global atmospheric H<sub>2</sub>. The presence and expression of these high affinity [NiFe]-hydrogenase-encoding genes are suggested to represent a widespread strategy of terrestrial bacteria, specifically of soil thermophiles, to stay energized among resource variability or limitation, which could be considered a critical mechanism to maintain viability under growth limiting conditions to ensure long-term persistence in soils.</p>
</abstract>
<kwd-group>
<kwd>[NiFe]-hydrogenases</kwd>
<kwd>genome analysis</kwd>
<kwd>near-zero growth</kwd>
<kwd><italic>Parageobacillus thermoglucosidasius</italic></kwd>
<kwd>persistence in soils</kwd>
<kwd>soil thermophilic bacteria</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. MMS acknowledges her previous research contract (DL 57/2016/CP1479/CT0006, <ext-link xlink:href="https://doi.org/10.54499/DL57/2016/CP1479/CT0006" ext-link-type="uri">https://doi.org/10.54499/DL57/2016/CP1479/CT0006</ext-link>), attributed by FCT-Funda&#x00E7;&#x00E3;o para a Ci&#x00EA;ncia e a Tecnologia. JG acknowledges support by the Spanish Ministry of Science, Innovation and Universities, project PID2023-150804NB-I00 funded through MICIU/AEI/10.13039/501100011033. This work was also supported by an FCT Graduate Research Fellowship [SFRH/BD/136188/2018 and COVID/BD/152752/2022 (<ext-link xlink:href="https://doi.org/10.54499/COVID/BD/152752/2022" ext-link-type="uri">https://doi.org/10.54499/COVID/BD/152752/2022</ext-link>)] awarded to APR.</funding-statement>
</funding-group>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="61"/>
<page-count count="11"/>
<word-count count="8979"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Terrestrial Microbiology</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Thermophilic bacteria (including <italic>in sensu stricto</italic> thermophiles, with Tmax &#x003E; 55&#x202F;&#x00B0;C and Tmin &#x003E;30&#x202F;&#x00B0;C) are common inhabitants of soils (<xref ref-type="bibr" rid="ref33">Marchant et al., 2002a</xref>; <xref ref-type="bibr" rid="ref49">Portillo et al., 2012</xref>; <xref ref-type="bibr" rid="ref53">Santana and Gonzalez, 2015</xref>). Soil thermophilic bacteria (STB) of the Bacillota Phylum (e.g., genera <italic>Geobacillus</italic> and <italic>Parageobacillus</italic>) are ubiquitous in upper soil layers (<xref ref-type="bibr" rid="ref33">Marchant et al., 2002a</xref>, <xref ref-type="bibr" rid="ref34">2002b</xref>) where they remain present as viable bacteria (<xref ref-type="bibr" rid="ref33">Marchant et al., 2002a</xref>; <xref ref-type="bibr" rid="ref49">Portillo et al., 2012</xref>). A balance between near-zero growth and negligible death rates has been hypothesized to explain the maintenance of these thermophiles in cool temperate soils (<xref ref-type="bibr" rid="ref35">Marchant et al., 2008</xref>). At medium and low latitudes, as in the case of the Mediterranean region, where high temperature events on surface soil layers are frequent, with soil temperatures over 40&#x202F;&#x00B0;C (<xref ref-type="bibr" rid="ref49">Portillo et al., 2012</xref>), STB have therein temporal opportunities for activity and growth (<xref ref-type="bibr" rid="ref49">Portillo et al., 2012</xref>; <xref ref-type="bibr" rid="ref53">Santana and Gonzalez, 2015</xref>). In addition, growth of thermophiles in such non-optimal environments will frequently be carbon-limited, particularly in soils with low content of organic matter and those showing high aridity risk (<xref ref-type="bibr" rid="ref21">Gonzalez et al., 2023</xref>).</p>
<p>In the Earth&#x2019;s troposphere, H<sub>2</sub> is maintained at trace concentrations (0.53 ppmv/0.40&#x202F;nM) and is rapidly turned over (lifetime &#x2264; 2.1 y<sup>&#x2212;1</sup>) (<xref ref-type="bibr" rid="ref16">Ehhalt and Rohrer, 2009</xref>). Despite the trace concentrations, &#x201C;tropospheric H<sub>2</sub> is ubiquitous, unlimited, and energy-rich&#x201D; (<xref ref-type="bibr" rid="ref23">Greening et al., 2014a</xref>); the low H<sub>2</sub> standard redox potential (E&#x00B0;&#x2032;&#x202F;=&#x202F;&#x2212;414&#x202F;mV) can be employed to reduce all respiratory electron acceptors and its aerobic respiration (H<sub>2</sub>&#x202F;+&#x202F;&#x00BD;O<sub>2</sub> &#x2192; H<sub>2</sub>O) generates much energy (&#x0394;H&#x00B0;&#x202F;=&#x202F;&#x2212;276&#x202F;kJ&#x202F;mol<sup>&#x2212;1</sup>) (<xref ref-type="bibr" rid="ref26">Greening et al., 2022</xref>). Thus, H<sub>2</sub> can constitute a dependable fuel source in soil ecosystems where organic electron donors are often sparse. H<sub>2</sub> is readily diffusible, so energy-consuming active transport processes are not required. Hence, scavenging atmospheric H<sub>2</sub> could be a useful strategy for the survival of a range of soil organisms. Indeed, atmospheric H<sub>2</sub> oxidation by soil ecosystems has been known for over 40&#x202F;years (<xref ref-type="bibr" rid="ref55">Schmidt, 1974</xref>; <xref ref-type="bibr" rid="ref11">Conrad and Seiler, 1980</xref>; <xref ref-type="bibr" rid="ref10">Conrad, 1999</xref>). Atmospheric H<sub>2</sub> oxidation is ubiquitous in aerated soils, and it has been observed in a range of soil types and diverse climates (e.g., <xref ref-type="bibr" rid="ref56">Smith-Downey et al., 2008</xref>). Whole soils take up H<sub>2</sub> in a biphasic manner, possessing both fast-acting, low-affinity (Km&#x202F;&#x003E;&#x202F;800&#x202F;nM) activities and slow-acting, high-affinity (Km&#x202F;&#x003C;&#x202F;70&#x202F;nM) activities (<xref ref-type="bibr" rid="ref29">H&#x00E4;ring and Conrad, 1994</xref>). [NiFe]-hydrogenases are the enzymes responsible for this uptake, and, in fact, a wide continuum spectrum of affinities for H<sub>2</sub> is observed in hydrogen-oxidizing organisms (<xref ref-type="bibr" rid="ref23">Greening et al., 2014a</xref>). Low-affinity [NiFe]-membrane-bound hydrogenases from group 1 [NiFe]-hydrogenases (<xref ref-type="bibr" rid="ref58">Vignais and Billoud, 2007</xref>), present in H<sub>2</sub>-recycling Proteobacteria, may be responsible for the low-affinity process and used to recycle the relatively high levels of H<sub>2</sub> produced by biological and geothermal processes (<xref ref-type="bibr" rid="ref25">Greening et al., 2015</xref>). High affinity hydrogenases (e.g., group 1&#x202F;h [NiFe]-hydrogenases, Hhy), widespread in soil members of the order Actinomycetales, mediate high-affinity H<sub>2</sub> oxidation and are major sinks for tropospheric H<sub>2</sub> in soil ecosystems (<xref ref-type="bibr" rid="ref13">Constant et al., 2008</xref>; <xref ref-type="bibr" rid="ref23">Greening et al., 2014a</xref>). This group of hydrogenases is insensitive to oxygen (<xref ref-type="bibr" rid="ref54">Sch&#x00E4;fer et al., 2013</xref>; <xref ref-type="bibr" rid="ref23">Greening et al., 2014a</xref>), an inactivator of [NiFe] catalytic centers, and thermostable, explaining the observation of atmospheric H<sub>2</sub> oxidation by soil samples at temperatures ranging from &#x2212;4&#x202F;&#x00B0;C to 60&#x202F;&#x00B0;C (<xref ref-type="bibr" rid="ref25">Greening et al., 2015</xref>). The fact that high-affinity [NiFe]-hydrogenases can sustain catalytic activity at a wide range of pH values, temperatures, and O<sub>2</sub> concentrations indicates the robustness and adaptability of these enzymes in the response to environmental shifts. Their activity may thus ensure the energy under deleterious conditions to help bacteria to survive under unstable and/or stressful conditions and contribute to their demonstrated role in long-term viability (<xref ref-type="bibr" rid="ref4">Berney and Cook, 2010</xref>; <xref ref-type="bibr" rid="ref27">Greening et al., 2014b</xref>). That might be the case for STB, frequently exposed to stressful environments, in terms of nutrient availability or temperature. Soil thermophilic bacteria might be part of the microbiota oxidizing atmospheric H<sub>2</sub>. Noteworthy, atmospheric H<sub>2</sub> oxidizers are dominant in a range of cold and hot desert ecosystems worldwide (<xref ref-type="bibr" rid="ref26">Greening et al., 2022</xref>), the latter are the expected original source of these thermophiles (<xref ref-type="bibr" rid="ref32">Marchant et al., 2011</xref>).</p>
<p>Considering the gap in knowledge on the maintenance of thermophilic bacteria in soils but the role of high-affinity hydrogenases in cell persistence, our goal was to assess the potential of the thermophilic bacterium <italic>Parageobacillus thermoglucosidasius</italic> 23.6 to scavenge hydrogen, and so to persist in soils, from where it was isolated. We inspected its whole-cell hydrogenase activity, its sequenced genome, the differential expression of genes encoding [NiFe]-hydrogenases, including an identified 2a [NiFe]-hydrogenase (Huc-type hydrogenase), comparing exponential (optimum) growth and growth limiting conditions (slow and near-zero growth rates). To our knowledge, this is the first work where the transcription of bacterial [NiFe]-hydrogenases is followed in a continuum including actual near-zero growth rates that closely mimic the nutrient scarcity at <italic>P. thermoglucosidasius</italic> soil habitat.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Genome analysis</title>
<p><italic>P. thermoglucosidasius</italic> 23.6 genome sequences are available from Genbank in Bioproject PRJNA668107. The complete genome sequence of this strain is available under the accession numbers CP063414&#x2013;CP063417 and was inspected for the presence and organization of putative [NiFe]-hydrogenases-encoding genes. HydDB, a webtool for the structural and functional classification of hydrogenases (<xref ref-type="bibr" rid="ref57">S&#x00F8;ndergaard et al., 2016</xref>) was used to identify the class of [NiFe]-hydrogenases potentially encoded by <italic>P. thermoglucosidasius</italic> strain 23.6.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Measurement of whole-cell hydrogenase activity</title>
<p><italic>P. thermoglucosidasius</italic> 23.6 was plated from a glycerol stock on non-selective agar medium (<xref ref-type="bibr" rid="ref52">Santana et al., 2020</xref>) and grown at 50&#x202F;&#x00B0;C. A single colony was selected and grown to saturation in liquid medium overnight at 50&#x202F;&#x00B0;C. Fresh non-selective medium (<xref ref-type="bibr" rid="ref52">Santana et al., 2020</xref>) was inoculated with 1% (v/v) from the overnight culture in an Erlenmeyer with five times volume air/volume culture. The culture was incubated at 50&#x202F;&#x00B0;C, 110&#x202F;rpm and grown until early stationary phase and its cfu mL<sup>&#x2212;1</sup> value was then determined following serial dilution and plating. The culture was divided into 2&#x202F;mL aliquots, which were centrifuged at ambient temperature at 4,000 &#x00D7; g (Spectrafuge 16&#x202F;M Microcentrifuge; Labnet, Edison, NJ, United States). The pellet of each aliquot was resuspended in 50&#x202F;&#x03BC;L of Tris 20&#x202F;mM pH 7.5 after determination of the fresh weight (FW). The cell suspensions were kept at &#x2212;20&#x202F;&#x00B0;C and defrost for the hydrogenase activity assay, which consisted of a protocol adapted from <xref ref-type="bibr" rid="ref9001">Lacasse et al. (2019)</xref>. Briefly, dilutions of the cell suspensions were performed in 200&#x202F;&#x03BC;L Tris 20&#x202F;mM pH7.5 to determine the best cell density for the assay. Triplicates of the dilutions and of negative control (200&#x202F;&#x03BC;L Tris 20&#x202F;mM pH7.5) were placed in the wells of a Deltalab 96-well plate (code 900011) and the OD at 630&#x202F;nm was recorded (MicroPlate reader Synergy HTX, BioTek). The plate was kept briefly in the dark and 20&#x202F;&#x03BC;L of a freshly prepared developing solution &#x2212;10&#x202F;mg/mL benzyl viologen dichloride (Sigma-Aldrich, Massachusetts, United States) and 250&#x202F;mM sodium formate (Riedel-de H&#x00E4;en) in 20&#x202F;mM Tris buffer pH 7.5 - were added to each well. The change in absorbance at 630&#x202F;nm, caused by the reduction of benzyl viologen, was recorded every 42&#x202F;s for 7&#x202F;min. Readings continued every 10&#x202F;min for 1&#x202F;h. Data were converted to &#x0394;Abs&#x00B7;min<sup>&#x2212;1</sup> cfu<sup>&#x2212;1</sup>and &#x0394;Abs&#x00B7;min<sup>&#x2212;1</sup> mg<sup>&#x2212;1</sup> (FW). The procedure described was repeated a total of three times using independently grown cell suspensions.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Comparative transcriptomic analysis and growth rate</title>
<p><italic>Parageobacillus thermoglucosidasius</italic> strain 23.6, isolated from an upper soil sample from Southwestern Andalusia (Coria del Rio, Sevilla, Spain) (<xref ref-type="bibr" rid="ref17">Gomez et al., 2020</xref>, <xref ref-type="bibr" rid="ref18">2021</xref>), was grown in Nutrient Broth (BD Difco, Sparks, MD) at 60&#x202F;&#x00B0;C at different growth rates. Exponential growth under optimum conditions (2.2&#x202F;h<sup>&#x2212;1</sup>) was obtained in a bioreactor and this condition was used as a reference for comparison to slow growing cells. Growth rates down to 0.025&#x202F;h<sup>&#x2212;1</sup> were achieved in a chemostat (<xref ref-type="bibr" rid="ref19">Gonzalez and Aranda, 2023</xref>) under the same conditions. Lower growth rates and near-zero growth rates were obtained in a retentostat culturing system following previous procedures (<xref ref-type="bibr" rid="ref6">Boender et al., 2011</xref>; <xref ref-type="bibr" rid="ref46">Overkamp et al., 2015</xref>; <xref ref-type="bibr" rid="ref19">Gonzalez and Aranda, 2023</xref>). A retentostat differs from a chemostat in that the retentostat is a closed system for the cells and open to medium (<xref ref-type="bibr" rid="ref19">Gonzalez and Aranda, 2023</xref>). Cells were filtered back to the vessel by tangential flow filtration (<xref ref-type="bibr" rid="ref6">Boender et al., 2011</xref>; <xref ref-type="bibr" rid="ref46">Overkamp et al., 2015</xref>) and, thus, cells were slowly accumulated, forced to share the same nutrient resource, which progressively led to slower growth rates (down to <italic>ca</italic>. 10,000-fold lower rates than optimum growth). These nutrient-limiting conditions mimic the expected limitation of bacterial growth in the natural environment. Three different independent cultures for each growth rate were selected for RNA extraction and sequencing. Cells were collected at optimum rate (18&#x202F;min doubling time), slow rate (chemostat; 1.1&#x202F;days doubling time) and very slow and near-zero growth rates (retentostat; 14 d and 141&#x202F;days doubling times) (<xref ref-type="bibr" rid="ref19">Gonzalez and Aranda, 2023</xref>). Cells were collected by centrifugation at 4&#x202F;&#x00B0;C for 5&#x202F;min, RNA extracted (ZymoBIOMICS RNA extraction kit, ZymoResearch Corp., Irvine, CA). The rRNA was removed from the total RNA and sequenced (RNA-seq) using Illumina HiSeq system (BGI Genomics., Shenzhen, China). RNA-seq based comparative transcriptomic analysis between the gene expression at optimum and decreasing growth rates (down to near-zero growth rates) was carried out using the software suite and the bioinformatic protocol described by <xref ref-type="bibr" rid="ref48">Pertea et al. (2016)</xref>. This procedure follows a statistical test that uses a cumulative upper quartile normalization of FPKM abundance estimates according to <xref ref-type="bibr" rid="ref47">Paulson et al. (2013)</xref>. RNA sequencing data are accessible under DDBJ BioProject PRJDB39277, runs DRR797640-DRR797651.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Statistical analysis</title>
<p>Student&#x2019;s <italic>t</italic>-test (IBM SPSS Statistics 30.0.0.0) was used to compare significant differences (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) between hydrogenase activity measurements performed at 25&#x202F;&#x00B0;C and 50&#x202F;&#x00B0;C.</p>
</sec>
</sec>
<sec sec-type="results" id="sec7">
<label>3</label>
<title>Results</title>
<sec id="sec8">
<label>3.1</label>
<title><italic>P. thermoglucosidasius</italic> 23.6 encodes three putative [NiFe]-hydrogenases</title>
<p>The soil Actinomycetota <italic>Mycobacterium smegmatis</italic> has been extensively studied regarding its H<sub>2</sub>-scavenging activity and associated hydrogenases. This bacterium has three hydrogenases that belong to distinct phylogenetic groups, &#x2212;1&#x202F;h, 2a, and 3b&#x2014;which have homologs in other actinomycetes (<xref ref-type="bibr" rid="ref23">Greening et al., 2014a</xref>). Both 1&#x202F;h hydrogenase (Hhy), considered a typical high-affinity hydrogenase (Km&#x202F;&#x003C;&#x202F;100&#x202F;nM) and 2a, named Huc, are capable to mediate high-affinity H<sub>2</sub> oxidation, while Huc is also efficient at a wide range of H<sub>2</sub> concentrations (<xref ref-type="bibr" rid="ref23">Greening et al., 2014a</xref>). We have clearly identified in <italic>P. thermoglucosidasius</italic> 23.6 genome sequence the genes encoding a Huc-type enzyme among three putative [NiFe]-hydrogenases-encoding genes; the hydrogenase primary sequences were assigned to hydrogenase groups 1d (Hup-type), 2a (Huc-type) and 4a (Hyf-type).</p>
<p>Although not being classed as H<sub>2</sub>-scavenging, having low affinity for hydrogen (<xref ref-type="bibr" rid="ref39">Mohammadi et al., 2017</xref>), hydrogenases from group 1d are membrane-bound H<sub>2</sub>-uptake enzymes known to be relatively oxygen-tolerant. Hydrogenases of this group mediate the electron input for respiratory reduction of various electron acceptors such as nitrate, sulfate, and fumarate (<xref ref-type="bibr" rid="ref40">Mohr et al., 2018</xref>) but are in general associated with aerobic respiration and oxygen-tolerant anaerobic respiration in facultative anaerobes (<xref ref-type="bibr" rid="ref24">Greening et al., 2016</xref>) and may support autotrophic growth (<xref ref-type="bibr" rid="ref39">Mohammadi et al., 2017</xref>).</p>
<p>Contrary to the above groups, group 4a comprehends oxygen-sensitive, membrane-bound H<sub>2</sub> evolving enzymes (<xref ref-type="bibr" rid="ref40">Mohr et al., 2018</xref>). The group 4 [NiFe]-hydrogenases is traditionally associated with a fermentative role, namely with 4a formate hydrogenlyase, which couples the oxidation of formate to CO<sub>2</sub> and to fermentative evolution of H<sub>2</sub> (<xref ref-type="bibr" rid="ref36">McDowall et al., 2014</xref>).</p>
<p>In <italic>Mycobacterium smegmatis</italic>, each of three hydrogenases 1&#x202F;h (Hhy), 2a (Huc), and 3b, is encoded by a distinct structural operon, and numerous genes encoding maturation factors are clustered with <italic>hyd</italic>1 and <italic>hyd</italic>2 operons encoding, respectively, Huc and Hhy (<xref ref-type="bibr" rid="ref22">Greening, 2013</xref>). Those maturation factors are required for production of a functional hydrogenase and include, among others, the nickel insertase HypA and the nickel chelator HypB (<xref ref-type="bibr" rid="ref25">Greening et al., 2015</xref>), required for the nickel insertion into the enzyme (<xref ref-type="bibr" rid="ref9">Chan et al., 2012</xref>). Like <italic>M. smegmatis</italic>, <italic>P. thermoglucosidasius</italic> 23.6 1d (Hup-type), 2a (Huc-type) and 4a (Hyf-type) hydrogenases are encoded by distinct putative operons (operons 1, 2, and 5; <xref ref-type="table" rid="tab1">Table 1</xref>; <xref ref-type="fig" rid="fig1">Figure 1</xref>) and the high similarity of <italic>P. thermoglusosidasius</italic> 23.6 Huc-type hydrogenase to <italic>M. smegmatis</italic> Huc was determined by BlastP analysis of WP_003250668.1 nickel-dependent hydrogenase large subunit (E value&#x202F;=&#x202F;0). Two additional clusters (operon 3 and 4; <xref ref-type="table" rid="tab1">Table 1</xref>; <xref ref-type="fig" rid="fig1">Figure 1</xref>), located in proximity to operon 2, encode maturation proteins, probably used in the assembly of 2a hydrogenase.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Comparative expression of genes belonging to putative hydrogenase-encoding operons in <italic>Parageobacillus thermoglucosidasius</italic> 23.6 (CP063414.1) over a wide range of growth rates, from optimum growth (maximum rate) down to near-zero growth rate.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th/>
<th align="center" valign="top" colspan="4">Different growth rates</th>
</tr>
<tr>
<th align="left" valign="top">Gene ID<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></th>
<th align="left" valign="top">Encoded protein</th>
<th align="center" valign="top">Optimum</th>
<th align="center" valign="top">Slow growth</th>
<th align="center" valign="top">Slow growth</th>
<th align="center" valign="top">Near-zero growth</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="2">Doubling time</td>
<td align="center" valign="top">18&#x202F;min</td>
<td align="center" valign="top">1.1 d</td>
<td align="center" valign="top">14 d</td>
<td align="center" valign="top">141 d</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Growth rate</td>
<td align="center" valign="top">2.22&#x202F;h<sup>&#x2212;1</sup></td>
<td align="center" valign="top">0.025&#x202F;h<sup>&#x2212;1</sup></td>
<td align="center" valign="top">0.002&#x202F;h<sup>&#x2212;1</sup></td>
<td align="center" valign="top">0.0002&#x202F;h<sup>&#x2212;1</sup></td>
</tr>
<tr>
<td colspan="6">Average FPKM data (SD)<xref ref-type="table-fn" rid="tfn2"><sup>b</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Operon 1</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09420</td>
<td align="left" valign="top">Hydrogenase small subunit</td>
<td align="center" valign="top">0.89 (0.16)</td>
<td align="center" valign="top">15.16 (0.27)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">5.89 (0.74)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">7.69 (0.80)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09425</td>
<td align="left" valign="top">Nickel-dependent hydrogenase large subunit</td>
<td align="center" valign="top">2.06 (0.25)</td>
<td align="center" valign="top">38.81 (0.22)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">16.51 (10.31)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">16.38 (0.56)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09430</td>
<td align="left" valign="top">Ni/Fe-hydrogenase <italic>b</italic>-type cytochrome subunit</td>
<td align="center" valign="top">3.93 (0.19)</td>
<td align="center" valign="top">38.11 (0.31)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">18.11 (1.45)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">14.90 (0.90)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09435</td>
<td align="left" valign="top">HyaD/HybD family hydrogenase maturation endopeptidase</td>
<td align="center" valign="top">2.29 (0.22)</td>
<td align="center" valign="top">19.54 (0.75)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">9.48 (1.28)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">7.59 (0.25)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09440</td>
<td align="left" valign="top">Rieske 2Fe-2S domain-containing protein</td>
<td align="center" valign="top">2.54 (0.06)</td>
<td align="center" valign="top">24.04 (0.33)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">10.31 (1.89)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">9.30 (0.54)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09445</td>
<td align="left" valign="top">Hydrogenase maturation nickel metallochaperone HypA</td>
<td align="center" valign="top">2.64 (0.07)</td>
<td align="center" valign="top">23.38 (0.08)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">11.75 (0.79)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">9.72 (1.50)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09450</td>
<td align="left" valign="top">Hydrogenase nickel incorporation protein HypB</td>
<td align="center" valign="top">3.95 (0.16)</td>
<td align="center" valign="top">26.98 (0.50)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">11.40 (0.44)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">10.68 (1.12)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09455</td>
<td align="left" valign="top">Carbamoyltransferase HypF</td>
<td align="center" valign="top">2.05 (0.07)</td>
<td align="center" valign="top">13.60 (0.58)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">4.74 (0.13)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">4.99 (0.55)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09460</td>
<td align="left" valign="top">HypC/HybG/HupF family hydrogenase formation chaperone</td>
<td align="center" valign="top">4.81 (0.13)</td>
<td align="center" valign="top">23.22 (0.50)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">9.89 (0.71)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">9.93 (0.86)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09465</td>
<td align="left" valign="top">Hydrogenase formation protein HypD</td>
<td align="center" valign="top">0.11 (0.01)</td>
<td align="center" valign="top">0.69 (0.12)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">0.89 (0.55)</td>
<td align="center" valign="top">0.66 (0.22)&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09470</td>
<td align="left" valign="top">Hydrogenase expression/formation protein HypE</td>
<td align="center" valign="top">6.61 (0.24)</td>
<td align="center" valign="top">26.76 (1.01)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">11.45 (0.93)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">12.03 (1.71)&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Operon 2</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09585</td>
<td align="left" valign="top">DUF1641 domain-containing protein</td>
<td align="center" valign="top">1.91 (0.09)</td>
<td align="center" valign="top">35.89 (6.56)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">356.37 (17.08)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">713.59 (37.77)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09590</td>
<td align="left" valign="top">Hydrogenase maturation nickel metallochaperone HypA</td>
<td align="center" valign="top">1.26 (0.05)</td>
<td align="center" valign="top">35.76 (6.55)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">570.35 (44.41)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">1080.79 (92.03)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09595</td>
<td align="left" valign="top">Hydrogenase nickel incorporation protein HypB</td>
<td align="center" valign="top">0.03 (0.00)</td>
<td align="center" valign="top">0.02 (0.00)</td>
<td align="center" valign="top">0.02 (0.00)</td>
<td align="center" valign="top">0.02 (0.00)</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09600</td>
<td align="left" valign="top">Hydrogenase</td>
<td align="center" valign="top">1.83 (0.05)</td>
<td align="center" valign="top">49.71 (2.09)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">840.99 (82.30)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">1595.04 (178.84)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09605</td>
<td align="left" valign="top">Nickel-dependent hydrogenase large subunit</td>
<td align="center" valign="top">1.69 (0.07)</td>
<td align="center" valign="top">34.95 (1.14)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">762.01 (84.07)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">1586.30 (128.84)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09610</td>
<td align="left" valign="top">Hydrogenase maturation protease</td>
<td align="center" valign="top">2.21 (0.53)</td>
<td align="center" valign="top">32.07 (8.82)&#x002A;&#x002A;</td>
<td align="center" valign="top">808.12 (80.25)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">1777.36 (170.67)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09615</td>
<td align="left" valign="top">Hypothetical protein</td>
<td align="center" valign="top">1.26 (0.04)</td>
<td align="center" valign="top">14.41 (3.56)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">327.98 (40.59)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">660.72 (63.62)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Operon 3</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09620</td>
<td align="left" valign="top">Tetratricopeptide repeat protein</td>
<td align="center" valign="top">0.03 (0.02)</td>
<td align="center" valign="top">0.04 (0.00)</td>
<td align="center" valign="top">0.04 (0.00)</td>
<td align="center" valign="top">0.04 (0.00)</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09625</td>
<td align="left" valign="top">Hypothetical protein</td>
<td align="center" valign="top">2.43 (0.18)</td>
<td align="center" valign="top">14.68 (0.91)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">293.55 (34.45)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">597.69 (50.27)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09630</td>
<td align="left" valign="top">NifU family protein</td>
<td align="center" valign="top">1.75 (0.10)</td>
<td align="center" valign="top">8.85 (2.57)&#x002A;&#x002A;</td>
<td align="center" valign="top">196.46 (21.11)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">417.44 (47.83)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09635</td>
<td align="left" valign="top">NHL repeat-containing protein</td>
<td align="center" valign="top">0.01 (0.00)</td>
<td align="center" valign="top">0.02 (0.00)</td>
<td align="center" valign="top">0.02 (0.00)</td>
<td align="center" valign="top">0.02 (0.00)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Operon 4</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09640</td>
<td align="left" valign="top">HypC/HybG/HupF family hydrogenase formation chaperone</td>
<td align="center" valign="top">0.82 (0.14)</td>
<td align="center" valign="top">4.74 (1.17)&#x002A;&#x002A;</td>
<td align="center" valign="top">120.85 (18.81)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">252.62 (27.40)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09645</td>
<td align="left" valign="top">Hydrogenase formation protein HypD</td>
<td align="center" valign="top">0.93 (0.11)</td>
<td align="center" valign="top">4.74 (0.63)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">115.61 (11.13)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">240.43 (17.09)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09650</td>
<td align="left" valign="top">Hydrogenase expression/formation protein HypE</td>
<td align="center" valign="top">2.84 (0.26)</td>
<td align="center" valign="top">6.39 (0.22)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">143.50 (16.80)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">292.53 (31.98)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09655</td>
<td align="left" valign="top">Glutathione S-transferase N-terminal domain-containing protein</td>
<td align="center" valign="top">3.48 (0.13)</td>
<td align="center" valign="top">6.13 (0.35)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">135.36 (13.02)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">282.53 (23.11)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS09660</td>
<td align="left" valign="top">Carbamoyltransferase HypF</td>
<td align="center" valign="top">5.38 (0.70)</td>
<td align="center" valign="top">10.00 (0.79)&#x002A;&#x002A;</td>
<td align="center" valign="top">48.99 (4.41)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">83.46 (5.30)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" colspan="6">Operon 5</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS10640</td>
<td align="left" valign="top">Hydrogenase nickel incorporation protein HypB</td>
<td align="center" valign="top">8.70 (0.71)</td>
<td align="center" valign="top">14.50 (0.38)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">12.54 (1.69)</td>
<td align="center" valign="top">12.34 (0.09)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS10645</td>
<td align="left" valign="top">Hydrogenase maturation nickel metallochaperone HypA</td>
<td align="center" valign="top">4.62 (0.90)</td>
<td align="center" valign="top">6.57 (0.87)</td>
<td align="center" valign="top">5.05 (0.31)</td>
<td align="center" valign="top">5.01 (0.06)</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS10650</td>
<td align="left" valign="top">Hydrogenase maturation peptidase HycI</td>
<td align="center" valign="top">2.70 (0.31)</td>
<td align="center" valign="top">4.21 (0.26)&#x002A;&#x002A;</td>
<td align="center" valign="top">3.34 (0.46)</td>
<td align="center" valign="top">2.53 (0.37)</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS10655</td>
<td align="left" valign="top">Formate hydrogenlyase maturation HycH family protein</td>
<td align="center" valign="top">3.31 (0.32)</td>
<td align="center" valign="top">4.39 (0.20)&#x002A;</td>
<td align="center" valign="top">3.54 (0.45)</td>
<td align="center" valign="top">2.49 (0.39)</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS10660</td>
<td align="left" valign="top">NADH-quinone oxidoreductase subunit B family protein</td>
<td align="center" valign="top">0.01 (0.00)</td>
<td align="center" valign="top">0.02 (0.00)</td>
<td align="center" valign="top">0.02 (0.00)</td>
<td align="center" valign="top">0.02 (0.00)</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS10665</td>
<td align="left" valign="top">4Fe-4S binding protein</td>
<td align="center" valign="top">3.44 (0.46)</td>
<td align="center" valign="top">5.19 (0.68)</td>
<td align="center" valign="top">4.27 (0.13)</td>
<td align="center" valign="top">3.01 (0.06)</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS10670</td>
<td align="left" valign="top">Hydrogenase large subunit</td>
<td align="center" valign="top">2.27 (0.12)</td>
<td align="center" valign="top">3.52 (0.27)&#x002A;</td>
<td align="center" valign="top">2.94 (0.52)</td>
<td align="center" valign="top">1.94 (0.09)</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS10675</td>
<td align="left" valign="top">Hydrogenase 4 subunit D</td>
<td align="center" valign="top">1.23 (0.11)</td>
<td align="center" valign="top">3.02 (0.35)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">2.11 (0.22)&#x002A;&#x002A;</td>
<td align="center" valign="top">1.57 (0.23)</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS10680</td>
<td align="left" valign="top">Hydrogenase 4 subunit F</td>
<td align="center" valign="top">1.29 (0.08)</td>
<td align="center" valign="top">3.95 (0.55)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">2.33 (0.16)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">2.19 (0.11)</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS10685</td>
<td align="left" valign="top">Hydrogenase 4 membrane subunit</td>
<td align="center" valign="top">0.99 (0.02)</td>
<td align="center" valign="top">3.20 (0.41)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">3.04 (0.25)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">2.14 (0.15)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS10690</td>
<td align="left" valign="top">Respiratory chain complex I subunit 1 family protein</td>
<td align="center" valign="top">1.02 (0.22)</td>
<td align="center" valign="top">3.00 (0.38)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">2.41 (0.11)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">2.30 (0.15)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS10695</td>
<td align="left" valign="top">Hydrogenase 4 subunit B</td>
<td align="center" valign="top">0.96 (0.08)</td>
<td align="center" valign="top">3.45 (0.66)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">2.57 (0.40)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">2.79 (0.22)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS10700</td>
<td align="left" valign="top">4Fe-4S dicluster domain-containing protein</td>
<td align="center" valign="top">1.40 (0.13)</td>
<td align="center" valign="top">4.85 (1.50)&#x002A;</td>
<td align="center" valign="top">7.99 (0.83)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">8.56 (0.26)&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS10705</td>
<td align="left" valign="top">CO dehydrogenase, cooS</td>
<td align="center" valign="top">0.02 (0.00)</td>
<td align="center" valign="top">0.01 (0.00)</td>
<td align="center" valign="top">0.01 (0.00)</td>
<td align="center" valign="top">0.01 (0.00)</td>
</tr>
<tr>
<td align="left" valign="top">IMI45_RS10710</td>
<td align="left" valign="top">ATPase family protein cooC</td>
<td align="center" valign="top">3.90 (0.34)</td>
<td align="center" valign="top">14.28 (0.93)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">9.23 (0.24)&#x002A;&#x002A;&#x002A;</td>
<td align="center" valign="top">10.74 (0.50)&#x002A;&#x002A;&#x002A;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1">
<label>a</label>
<p>Genes identified by their order in the genome.</p>
</fn>
<fn id="tfn2">
<label>b</label>
<p>FPKM, Fragments per kilobase per million mapped reads. Asterisks represent significant difference with respect to optimum growth (&#x002A;<italic>P</italic>&#x202F;&#x003C;&#x202F;0.05; &#x002A;&#x002A;<italic>P</italic>&#x202F;&#x003C;&#x202F;0.01; &#x002A;&#x002A;&#x002A;<italic>P</italic>&#x202F;&#x003C;&#x202F;0.001).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Representation of putative operons 1, 2, and 5 encoding <italic>P. thermoglucodidasius</italic> 23.6 hydrogenases of group 1d (Hup-type), 2a (Huc-type), and 4a (Hyf-type), respectively. Putative operons 3 and 4 with genes encoding maturation factors for synthesis of a functional hydrogenase are also depicted. Genes encoding hydrogenase small and large catalytic subunits are represented by orange arrows, and those annotated as encoding Fe-S binding proteins by pink arrows. The yellow arrows represent genes-encoding <italic>b</italic>-type cytochrome subunit of group 1d hydrogenase and additional subunits of 4a hydrogenase. Genes encoding maturation factors are depicted in blue. CO dehydrogenase genes are shown in brown color. Genes encoding hypothetical proteins are shown in green. The bold numbers under ORFs are the fold change between the gene expression under near-zero growth and optimum growth.</p>
</caption>
<graphic xlink:href="fmicb-17-1754804-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Diagram illustrating five operons with colored arrows representing genes, labelled with gene names and numeric values beneath each arrow, and a 1 kilobase scale for reference at the bottom left.</alt-text>
</graphic>
</fig>
<p>The arrangement of the [Ni-Fe] hydrogenase <italic>loci</italic> associated with the 2a hydrogenase in the 23.6 strain (including the putative operons 3 and 4 encoding maturation proteins) is similar to the one already described by <xref ref-type="bibr" rid="ref40">Mohr et al. (2018)</xref> for <italic>P. thermoglucosidasius</italic> DSM 2542, mostly conserved among several <italic>P. thermoglucosidasius</italic> strains, and roughly retained by other more distant Bacillaceae (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Synteny diagram representing the <italic>loci</italic> associated with the Huc-type [NiFe]-hydrogenase (2a hydrogenase) and the putative operons 3 and 4 encoding maturation proteins in several Bacillaceae members.</p>
</caption>
<graphic xlink:href="fmicb-17-1754804-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Gene cluster diagram showing operon structures for multiple bacterial species. Blue arrows represent genes within Operon 2, Operon 3, and Operon 4 for strains listed on the left, indicating gene orientation and organization for comparative analysis.</alt-text>
</graphic>
</fig>
<p>Interestingly, located just upstream of the <italic>P. thermoglucosidasius</italic> DSM 2542 4a hydrogenase <italic>locus</italic>, three putative genes, <italic>cooC</italic>, <italic>cooS</italic>, and <italic>cooF</italic> encoding a CO dehydrogenase maturation factor, a CO dehydrogenase catalytic subunit and a CO dehydrogenase Fe&#x2013;S protein, respectively, which are involved in the oxidation of CO to CO<sub>2</sub>, were identified leading to the suggestion that 4a hydrogenase may form a complex with a CO dehydrogenase to produce CO<sub>2</sub> and H<sub>2</sub>. Herein, we also identified putative CO dehydrogenase-encoding genes in the genome of strain 23.6 (see <xref ref-type="fig" rid="fig1">Figure 1</xref>; <xref ref-type="table" rid="tab1">Table 1</xref>) indicating the potential of this strain for H<sub>2</sub> production.</p>
</sec>
<sec id="sec9">
<label>3.2</label>
<title><italic>P. thermoglucosidasius</italic> 23.6 has hydrogenase activity and overexpresses the genes encoding a putative high affinity hydrogenase during limiting growth conditions</title>
<p>We used benzyl viologen, an established hydrogenase alternative substrate and a dye previously assessed as a colorimetric indicator primarily reporting on [NiFe]-hydrogenase activity (<xref ref-type="bibr" rid="ref9001">Lacasse et al., 2019</xref>). We found hydrogenase activity for cells grown at 50&#x202F;&#x00B0;C, which was measured at 25&#x202F;&#x00B0;C and 50&#x202F;&#x00B0;C. At 25&#x202F;&#x00B0;C, the activity was (<italic>&#x03B7;</italic>&#x202F;=&#x202F;3) 4.02 10<sup>&#x2212;5</sup> mg<sup>&#x2212;1</sup> (FW) (sd&#x202F;=&#x202F;9.48 10<sup>&#x2212;6</sup>) and 5.42 10<sup>&#x2212;11</sup> cfu<sup>&#x2212;1</sup> (sd&#x202F;=&#x202F;1.53 10<sup>&#x2212;11</sup>), while at 50&#x202F;&#x00B0;C the corresponding values were 6.39 10<sup>&#x2212;4</sup> mg<sup>&#x2212;1</sup> (FW) (sd&#x202F;=&#x202F;9.86 10<sup>&#x2212;5</sup>) and 7.49 10<sup>&#x2212;10</sup> cfu<sup>&#x2212;1</sup> (sd&#x202F;=&#x202F;1.53 10<sup>&#x2212;11</sup>). The activity is therefore over 15-fold higher at 50&#x202F;&#x00B0;C (<xref ref-type="fig" rid="fig3">Figure 3</xref>) than at 25&#x202F;&#x00B0;C although it remains measurable at this low temperature.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Hydrogenase activity of <italic>Parageobacillus thermoglucosidasius</italic> 23.6 reported to the fresh weight (mg) of cell pellets. Values shown are means of three biological replicates and error bars correspond to standard deviation. Significance was analyzed using a Student&#x2019;s <italic>t</italic>-test; the difference between groups was significant (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001).</p>
</caption>
<graphic xlink:href="fmicb-17-1754804-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Bar chart comparing enzyme activity rates at 50&#x00B0;C and 25&#x00B0;C with error bars. The vertical axis shows log &#x0394;Abs min&#x207B;&#x00B9; mg&#x207B;&#x00B9; and the horizontal axis lists both temperatures. Activity is higher at 50&#x00B0;C.</alt-text>
</graphic>
</fig>
<p><xref ref-type="table" rid="tab1">Table 1</xref> shows the expression data at different growth rates for the genes within the putative [NiFe]-hydrogenases-encoding operons found in <italic>P. thermoglucosidasius</italic> 23.6. We observed significant overexpression of the genes encoding the subunits of putative [NiFe]-hydrogenases belonging to groups 1d and 2a during limiting growth conditions and located in putative hydrogenase-encoding operons 1 and 2, respectively. 1d (Hup-type) and 2a (Huc-type) nickel-dependent hydrogenase large subunit gene was found to be overexpressed 8-fold and over 900-fold, respectively, at near-zero growth rate compared with optimum growth rate. Decreasing the growth rate to about 89-fold lower than optimum rate indicated important differences, showing overexpression of <italic>hup</italic> and <italic>huc</italic> genes; Huc-type hydrogenase genes were increasingly and drastically overexpressed at decreasing growth rates, reaching maxima at near-zero growth rates, whereas Hup-type enzyme genes were overexpressed at slow growth and near-zero growth, but their expression was highest at a low growth rate (0.025&#x202F;h<sup>&#x2212;1</sup>) (<xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<p>Unlike the expression of Hup and Huc [NiFe]-hydrogenase genes, we observed a modest increase in the gene expression of <italic>P. thermoglucosidasius</italic> 23.6 Hyf-type hydrogenase under limiting nutrient conditions versus optimal growth (a 1.6-fold increase of the hydrogenase large subunit gene expression at 0.025&#x202F;h<sup>&#x2212;1</sup>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec10">
<label>4</label>
<title>Discussion</title>
<sec id="sec11">
<label>4.1</label>
<title>Predicted sequence-based function of <italic>P. thermoglucosidasius</italic> 23.6 putative [NiFe]-hydrogenases</title>
<p>In most Actinobacteria, enzyme kinetic parameters were determined in whole cells, thus, it is still not clear and not entirely predicted by the primary sequences (<xref ref-type="bibr" rid="ref25">Greening et al., 2015</xref>), if high-affinity hydrogenases are intrinsically high affinity enzymes or if their affinities are modulated by interactions with the respiratory chain (<xref ref-type="bibr" rid="ref23">Greening et al., 2014a</xref>). However, recent kinetic analysis of purified <italic>M. smegmatis</italic> Huc enzyme showed that this group 2a enzyme is <italic>per se</italic> capable of oxidizing atmospheric H<sub>2</sub> with a high affinity (Km&#x202F;=&#x202F;129&#x202F;nM) and is highly efficient at low H<sub>2</sub> concentrations (<xref ref-type="bibr" rid="ref28">Grinter et al., 2023</xref>). Overall, in addition to the canonical group 1&#x202F;h [NiFe]-hydrogenase, it has been shown that three other hydrogenase lineages, taxonomically widespread, groups 1f, 1l, and 2a [NiFe]-hydrogenases, can oxidize atmospheric H<sub>2</sub> (<xref ref-type="bibr" rid="ref23">Greening et al., 2014a</xref>; <xref ref-type="bibr" rid="ref42">Myers and King, 2016</xref>; <xref ref-type="bibr" rid="ref30">Islam et al., 2020</xref>; <xref ref-type="bibr" rid="ref44">Ortiz et al., 2020</xref>). Since its discovery in Actinomycetota, atmospheric H<sub>2</sub> oxidation has been shown to be performed by diverse soil organoheterotrophic isolates from phyla Acidobacteriota, Chloroflexota, and Bacteroidota, spanning from thermophiles to psychrophiles (<xref ref-type="bibr" rid="ref26">Greening et al., 2022</xref>). Globally, bacteria from nine phyla and 17 genera have been experimentally proven to oxidize atmospheric H<sub>2</sub>, and genomic inspections suggest that at least 12 additional phyla contain hydrogenase classes known to intervene in this process (<xref ref-type="bibr" rid="ref3">Bay et al., 2021</xref>; <xref ref-type="bibr" rid="ref44">Ortiz et al., 2020</xref>; <xref ref-type="bibr" rid="ref26">Greening et al., 2022</xref>). One of these phyla is the Bacillota, as <italic>P. thermoglucosidasius</italic> 23.6 genome contains genes putatively encoding a Huc-type enzyme, herein identified through its sequence.</p>
<p>The strain also contains genes encoding putative [NiFe]-hydrogenases of groups 1d (Hup-type) and 4a (Hyf-type). Hup-type hydrogenases, with low H<sub>2</sub> affinity, are present in a broad range of obligatory aerobic and facultative anaerobic soil-borne, aquatic and host-associated taxa such as <italic>Ralstonia eutropha</italic> and <italic>Escherichia coli</italic> (<xref ref-type="bibr" rid="ref1">Alvarez et al., 2010</xref>; <xref ref-type="bibr" rid="ref24">Greening et al., 2016</xref>). In anoxia, 1d O<sub>2</sub>-tolerant hydrogenases may function to keep intracellular O<sub>2</sub> levels low, thereby protecting O<sub>2</sub>-sensitive enzymes during O<sub>2</sub> fluctuations (<xref ref-type="bibr" rid="ref59">Volbeda et al., 2013</xref>). In <italic>P. thermoglucosidasius</italic>, a facultative anaerobe, Hup hydrogenase could have a similar function in anaerobic or microoxic environments. However, it could also be functioning under aerobiosis (see section 4.2.), where it might contribute to hydrogen uptake under elevated H<sub>2</sub> concentrations, which may be associated with fermentation under moderate carbon availability, favoring mixotrophic growth.</p>
<p>Formate hydrogenlyases, classified as a group 4a [NiFe]-hydrogenases, are widespread in enteric bacteria with a facultatively fermentative lifestyle (<xref ref-type="bibr" rid="ref24">Greening et al., 2016</xref>). However, group 4 [NiFe]-hydrogenases have been shown to have a respiratory function, as they associate into complexes comprising primary dehydrogenases and terminal hydrogenases to build minimalistic respiratory chains and conserve the energy liberated during electron transfer as a proton or sodium motive force (<xref ref-type="bibr" rid="ref7">Buckel and Thauer, 2013</xref>). Although minimalistic, these respiratory chains may be of major importance as a primary strategy for energy generation particularly within oligotrophic environments (<xref ref-type="bibr" rid="ref24">Greening et al., 2016</xref>); these constitute <italic>P. thermoglucosidasius</italic> primary habitat, supporting the relevance of the 4a [NiFe]-hydrogenase in this STB.</p>
<p>Following BlastP analysis to identify [NiFe]-hydrogenases orthologous <italic>loci</italic> in other bacterial taxa, <xref ref-type="bibr" rid="ref40">Mohr et al. (2018)</xref> referred to the unique combination of [Ni-Fe] group 1- 2a- 4 hydrogenases, which appeared to be restricted to <italic>P. thermoglucosidasius</italic> strains. Orthologous [NiFe] group 2a uptake hydrogenase <italic>loci</italic> were common among the Bacillota, but more restricted to Bacilli and within the family Bacillaceae. As <xref ref-type="bibr" rid="ref40">Mohr et al. (2018)</xref>, we also found orthologous [NiFe] group 2a <italic>loci</italic> among several <italic>P. thermoglucosidasius</italic> strains with similar organization (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<p>The [Ni-Fe] group 4a H<sub>2</sub>-evolving hydrogenase (Hyf-type) <italic>locus</italic> showed the most restricted distribution of the three hydrogenase-encoding <italic>loci</italic> among the Bacillota, with orthologous <italic>loci</italic> only present in <italic>P. thermoglucosidasius</italic> strains and members of the Thermoanaerobacteraceae family (Class Clostridia) (<xref ref-type="bibr" rid="ref40">Mohr et al., 2018</xref>). In this cases, Hyf-type <italic>loci</italic> organization is similar to that reported for <italic>Caldanaerobacter subterraneus</italic> (Thermoanaerobacteraceae) (<xref ref-type="bibr" rid="ref51">Sant&#x2019;Anna et al., 2015</xref>) where 4a H<sub>2</sub>-evolving hydrogenase genes are flanked by three genes, <italic>cooCSF</italic>, coding for a carbon monoxide (CO) dehydrogenase. The <italic>coo</italic> gene cluster was colocalized with the 4a hydrogenase <italic>locus</italic> in nine <italic>P. thermoglucosidasius</italic> genomes inspected by <xref ref-type="bibr" rid="ref40">Mohr et al. (2018)</xref>, but orthologues were not found on the genomes of any other <italic>Parageobacillus</italic> or <italic>Geobacillus</italic> spp. <italic>P. thermoglucosidasius</italic> DSM 2542 was indeed shown to be capable of producing H<sub>2</sub> when cultured in an initial gas atmosphere consisting of 50% CO and 50% air (<xref ref-type="bibr" rid="ref40">Mohr et al., 2018</xref>). Herein, we have identified putative CO dehydrogenase-encoding genes in the genome of strain 23.6, adding this strain to the collection of <italic>P. thermoglucosidasius</italic> strains with the potential of CO-dependent H<sub>2</sub> production.</p>
</sec>
<sec id="sec12">
<label>4.2</label>
<title>Predicted physiological role of <italic>P. thermoglucosidasius</italic> 23.6 putative [NiFe]-hydrogenases</title>
<p>In <italic>M. smegmatis</italic>, the expression and activities of 1&#x202F;h and 2a hydrogenases are significantly increased during carbon limitation; experiments showed that this two H<sub>2</sub>-scavenging enzymes were mostly synthesized and active when the organism growth is severely limited by its preferred organic carbon sources and with highest activity in stationary phase, when organic carbon is scarce (<xref ref-type="bibr" rid="ref4">Berney and Cook, 2010</xref>; <xref ref-type="bibr" rid="ref5">Berney et al., 2014</xref>; <xref ref-type="bibr" rid="ref23">Greening et al., 2014a</xref>; <xref ref-type="bibr" rid="ref26">Greening et al., 2022</xref>). Genes encoding the structural components of the groups 1&#x202F;h and 2a were induced 30-fold and 6-fold, respectively, during slow versus fast growth (<xref ref-type="bibr" rid="ref4">Berney and Cook, 2010</xref>; <xref ref-type="bibr" rid="ref5">Berney et al., 2014</xref>). Mutant strains lacking these hydrogenases showed a 40% reduction in long-term viability (<xref ref-type="bibr" rid="ref4">Berney and Cook, 2010</xref>; <xref ref-type="bibr" rid="ref27">Greening et al., 2014b</xref>). Also, group 1&#x202F;h hydrogenases show higher activity during energy limitation in other actinomycetes and during sporulation in streptomycetes (<xref ref-type="bibr" rid="ref12">Constant et al., 2010</xref>; <xref ref-type="bibr" rid="ref37">Meredith et al., 2013</xref>). In such cases, H<sub>2</sub> scavenging may function as an electron input to the respiratory chain, H<sub>2</sub> being the primary electron donor used to maintain redox balance and a membrane potential. Although both Huc and Hhy are oxygen-tolerant, contribute to oxidize H<sub>2</sub> at sub-atmospheric concentrations, and enhance bacterial survival during carbon limitation, together they enable <italic>M. smegmatis</italic> to oxidize tropospheric H<sub>2</sub> at significantly faster rates than cultured streptomycetes harboring only group 1&#x202F;h hydrogenases (<xref ref-type="bibr" rid="ref12">Constant et al., 2010</xref>; <xref ref-type="bibr" rid="ref23">Greening et al., 2014a</xref>). Huc and Hhy are indeed differentially expressed, localized, and integrated into the respiratory chain via the menaquinone pool; Hhy is most active during long-term persistence, yielding energy for maintenance processes ensuing carbon exhaustion, whereas Huc is active in late exponential and early stationary phases, &#x201C;supporting energy conservation during mixotrophic growth and transition into dormancy&#x201D; (<xref ref-type="bibr" rid="ref15">Cordero et al., 2019b</xref>). Hence, besides a physiological role in the release of an electron flux to the aerobic respiratory chain that may create sufficient proton-motive force for cells to persist under starvation, hydrogen scavenging is used in <italic>M. smegmatis</italic> for mixotrophic growth with organic carbon sources. The wild-type bacterium appears to be unable to grow chemolithoautotrophically using H<sub>2</sub> as the sole electron donor (<xref ref-type="bibr" rid="ref5">Berney et al., 2014</xref>), but the growth rate and yields of deletion strains of group 1&#x202F;h and 2a [NiFe]-hydrogenases were significantly reduced compared to those of the wild type during growth on organic carbon sources, showing that <italic>M. smegmatis</italic> preferentially grows mixotrophically by co-oxidizing organic electron donors and H<sub>2</sub> (<xref ref-type="bibr" rid="ref4">Berney and Cook, 2010</xref>; <xref ref-type="bibr" rid="ref5">Berney et al., 2014</xref>; <xref ref-type="bibr" rid="ref27">Greening et al., 2014b</xref>).</p>
<p>More recently, <xref ref-type="bibr" rid="ref30">Islam et al. (2020)</xref> showed that the group 2a [NiFe]-hydrogenases, moderately to highly abundant in many soils, is largely distributed across several bacterial phyla and can display optimal expression and activity during growth, supporting a mixotrophic growth. In the tested species, belonging to different phylogenetic lineages and ecological niches, the 2a [NiFe]-hydrogenase expression significantly decreased during the transition from growth to persistence, and the enzyme could be used to oxidize H<sub>2</sub> at sub-atmospheric levels. Hence, such findings demonstrated that &#x201C;atmospheric H<sub>2</sub> oxidation is not solely a persistence-linked trait&#x201D;. Bacteria with 2a [NiFe]-hydrogenases may have selective advantages by co-oxidizing H<sub>2</sub> with other organic or inorganic energy sources in environments where nutrient availability is very low or variable. In fact, thermodynamic modeling indicates that atmospheric H<sub>2</sub> used as the sole substrate cannot sustain autotrophic growth, but probably supports mixotrophic growth, especially during growth limitation by organic resources (<xref ref-type="bibr" rid="ref10">Conrad, 1999</xref>; <xref ref-type="bibr" rid="ref3">Bay et al., 2021</xref>). In organoheterotrophs, mixotrophic growth may enhance carbon use efficiency by allowing more organic carbon input for anabolism rather than catabolism (<xref ref-type="bibr" rid="ref8">Carini, 2021</xref>).</p>
<p>Herein, as <italic>P. thermoglucosidasius</italic> 23.6 growth rate decreases down to near-zero growth, cells triggered the increased gene expression of the putative high-affinity type 2a [NiFe]-hydrogenase (Huc-type), which might have a role in a strategy of mixotrophy to compensate for the scarcity of the organic electron donor, hence supporting energy conservation during slow growth. This enzyme also has a potential role in cellular long-term persistence, at near-zero growth of the bacterial population, when it would provide the energy for maintenance processes that follow carbon depletion. Hence, the enzyme could combine the characteristics of <italic>M. smegmatis</italic> Hhy and Huc hydrogenases, confirming the dual role of 2a [NiFe]-hydrogenases indicated by <xref ref-type="bibr" rid="ref30">Islam et al. (2020)</xref>. <italic>P. thermoglucosidasius</italic> 23.6 will gradually increase the expression of the Huc-type enzyme when decreasing cell growth rate, a strategy that would spare cell resources in stressful nutrient-deprived environments and this is certainly related to the extraordinarily adaptability of <italic>P. thermoglucosidasius</italic> to diverse environmental conditions.</p>
<p>In the methanotroph <italic>Methylacidiphilum fumariolicum</italic> SoIV, a hup-type hydrogenase contributed to <italic>M. fumariolicum</italic> autotrophic growth on hydrogen and carbon dioxide, without addition of methane (<xref ref-type="bibr" rid="ref39">Mohammadi et al., 2017</xref>). In <italic>E. coli</italic>, the 1d hydrogenase shows maximal expression during fermentation when electron acceptors are sparse, but also under several types of stress such as carbon and phosphate starvation, and under stationary phase conditions (<xref ref-type="bibr" rid="ref2">Atlung et al., 1997</xref>). Likely, the Hup-type hydrogenase of <italic>P. thermoglucosidasius</italic> has a role in energy provision under stress occurring in our experimental case during nutrient-limiting growth (i.e., at slow growth rates), suggesting this enzyme provides the bacterium with an additional mechanism to compete in oligotrophic environments, possibly when local hydrogen levels are high enough due to biological processes that are nevertheless limited by nutrient availability.</p>
<p>In contrast to the expression of Hup and Huc [NiFe]-hydrogenase genes, the increase in <italic>P. thermoglucosidasius</italic> 23.6 Hyf-type hydrogenase gene expression under limiting nutrient conditions is small. <italic>P. thermoglucosidasius</italic> 23.6 could use atmospheric CO as a supplement during carbon starvation, supporting microbial growth and survival, as already demonstrated for <italic>M. smegmatis</italic> (<xref ref-type="bibr" rid="ref14">Cordero et al., 2019a</xref>) and other Bacillota (<xref ref-type="bibr" rid="ref20">Gonzalez and Robb, 2000</xref>; <xref ref-type="bibr" rid="ref60">Wu et al., 2005</xref>; <xref ref-type="bibr" rid="ref51">Sant&#x2019;Anna et al., 2015</xref>). Hypothetically, the three <italic>P. thermoglucosidasius</italic> 23.6 [NiFe]-hydrogenases may act cooperatively, with locally evolved H<sub>2</sub> produced by Hyf being recycled by Hup and Huc-type hydrogenases.</p>
</sec>
<sec id="sec13">
<label>4.3</label>
<title>Ecological perspective on atmospheric H<sub>2</sub> scavenging by <italic>P. thermoglucosidasius</italic></title>
<p>In soil ecosystems, H<sub>2</sub> partial pressure (pH<sub>2</sub>) can vary by several orders of magnitude across time and space. For instance, H<sub>2</sub> partial pressure decreases with soil depth from ambient atmospheric concentrations (530 ppbv) at the surface to threshold levels (&#x003C;50 ppbv) at about 10&#x202F;cm depth, the gradient depends on the microbial H<sub>2</sub> consumption by microbiota (e.g., <xref ref-type="bibr" rid="ref56">Smith-Downey et al., 2008</xref>). <xref ref-type="bibr" rid="ref25">Greening et al. (2015)</xref> hypothesized that in zones of high partial pressure of H<sub>2</sub> (pH<sub>2</sub>), such as those in the vicinity of root nodules due to the H<sub>2</sub>-evolving activity of nitrogenase from N<sub>2</sub>-fixing rhizobacteria, the growth of low-affinity H<sub>2</sub>-oxidizing bacteria (i.e., Alpha-, Beta-, and Gammaproteobacteria harboring group 1 [NiFe]-hydrogenases) is selected (<xref ref-type="bibr" rid="ref58">Vignais and Billoud, 2007</xref>). In opposite, atmospheric and sub-atmospheric concentrations would support the survival of high-affinity H<sub>2</sub>-oxidizing bacteria, such as the sporulating streptomycetes and persistent mycobacteria. Hence, pH<sub>2</sub> may be a selective factor for the abundance of copiotrophs versus oligotrophs, since atmospheric H<sub>2</sub> may confer a dependable lifeline for the latter, and thus influence microbial community structure. As an example, <xref ref-type="bibr" rid="ref45">Osborne et al. (2010)</xref> demonstrated that exposure of soils to a moderate pH<sub>2</sub> produced a shift in the soil bacterial community as the relative abundance of ribotypes corresponding to soil actinomycetes <italic>Pseudonocardia</italic>, <italic>Mycobacterium</italic>, and <italic>Streptomyces</italic> species increased. Most importantly, <xref ref-type="bibr" rid="ref25">Greening et al. (2015)</xref> proposed that atmospheric H<sub>2</sub> scavenging is important for sustaining the survival of microbes in energy-starved soils by assuring the energy input for basic cell maintenance (i.e., for macromolecular repair, cell wall integrity, membrane potential conservation), environmental sensing and structural changes (e.g., in sporulating cells). Thus, H<sub>2</sub> scavenging could provide a way to increase cell persistence in the environment under growth limiting conditions, in sum, by generating energy for persisters. In addition, the potential for stress tolerance of high-affinity hydrogenases such as Huc hydrogenase, shown to be thermostable and largely insensitive to inhibition by O<sub>2</sub> in <italic>M. smegmatis</italic> (<xref ref-type="bibr" rid="ref28">Grinter et al., 2023</xref>), combined with the ubiquity of atmospheric H<sub>2</sub> and the abundance of O<sub>2</sub>, would enable scavenging to occur under changing environments and severely growth-limiting conditions, thus contributing to a relative stability of the microbial community structures in soils (<xref ref-type="bibr" rid="ref31">Lennon and Jones, 2011</xref>) and to the maintenance of the viability of growth-limited microbial species.</p>
<p>Even if STB comprise bacteria of closely related genera (e.g., <italic>Parageobacillus</italic>, <italic>Geobacillus</italic>, <italic>Bacillus</italic>, <italic>Brevibacillus</italic>, <italic>Ureibacillus</italic>), it is compromising to generalize H<sub>2</sub> scavenging as a strategy to keep cell viability for all, or most STB species. In fact, the above-mentioned studies by <xref ref-type="bibr" rid="ref30">Islam et al. (2020)</xref> and <xref ref-type="bibr" rid="ref40">Mohr et al. (2018)</xref> on the distribution of [NiFe]-hydrogenases did not identify the group 2a in the <italic>Geobacillus</italic> genus, although our BlastP search (results not shown) revealed over 90% identity between 2a [NiFe]-hydrogenase of <italic>P. thermoglucosidasius</italic> 23.6 and hydrogenases of other soil thermophilic members (e.g., <italic>Aeribacillus pallidus</italic> previously known as <italic>Geobacillus pallidus</italic>, <italic>Brevibacillus,</italic> and <italic>Bacillus</italic>).</p>
<p>Overall, our work indicates that, besides sporulating streptomycetes and persistent mycobacteria, STB members are part of atmospheric H<sub>2</sub>-scavenging soil microbiota. <italic>P. thermoglucosidasius</italic> populations probably use a putative high-affinity hydrogenase of group 2a in nutrient-limited soils either for slow mixotrophic growth or to persist at near-zero growth. This is in accordance with the source of these thermophiles, transported to cool soils from dust of hot deserts (<xref ref-type="bibr" rid="ref32">Marchant et al., 2011</xref>). There, they may survive thanks to the activity of high-affinity [NiFe]-hydrogenases for the energy input required for maintenance and to release cytosolic metabolic water, which has been recently theorized to be sufficient to meet hydration needs (<xref ref-type="bibr" rid="ref44">Ortiz et al., 2020</xref>, <xref ref-type="bibr" rid="ref43">2021</xref>). In fact, soil thermophiles such as <italic>P. thermoglucosidasius</italic> 23.6 are some of the best adapted bacteria to thrive under dry conditions (<xref ref-type="bibr" rid="ref21">Gonzalez et al., 2023</xref>). Some soil thermophiles, including <italic>P. thermoglucosidasius</italic> 23.6, show extracellular enzymes with optimum activity at very dried soil conditions (at water activities below 0.6) (<xref ref-type="bibr" rid="ref17">Gomez et al., 2020</xref>, <xref ref-type="bibr" rid="ref18">2021</xref>). Also, <italic>P. thermoglucosidasius</italic> 23.6 can decompose halogenated pollutants at optimum rates under very dried conditions (water activity around 0.5) in soils (<xref ref-type="bibr" rid="ref41">Moxley et al., 2019</xref>). It is worth highlighting that STB survive under conditions where the temperature is below their defined temperature growth range (<xref ref-type="bibr" rid="ref52">Santana et al., 2020</xref>; <xref ref-type="bibr" rid="ref38">Milojevic et al., 2022</xref>; <xref ref-type="bibr" rid="ref21">Gonzalez et al., 2023</xref>), namely in the rhizosphere milieu (<xref ref-type="bibr" rid="ref50">Rosa et al., 2025</xref>), where [NiFe]-hydrogenases could play a fundamental role when these cells drastically reduce their growth rate to near-zero levels. [NiFe]-hydrogenase activity (herein shown to be measurable at 25&#x202F;&#x00B0;C) and root-exuded metabolites (<xref ref-type="bibr" rid="ref50">Rosa et al., 2025</xref>) might be sufficient for cell maintenance to assure the persistence of STB in temperate soils.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec14">
<label>5</label>
<title>Conclusion</title>
<p><italic>P. thermoglucosidasius</italic> 23.6 encodes three putative [NiFe]-hydrogenases, herein identified through its genome sequence and assigned to hydrogenase groups 1d (Hup-type), 2a (Huc-type) and 4a (Hyf-type). The first two are H<sub>2</sub>-uptake enzymes, while the latter is a H<sub>2</sub> evolving enzyme. The arrangement of <italic>P. thermoglucosidasius</italic> 23.6 [Ni-Fe] 2a hydrogenase <italic>locus</italic> is similar among several <italic>P. thermoglucosidasius</italic> strains. Whole-cell hydrogenase activity measurements confirmed <italic>P. thermoglucosidasius</italic> hydrogenase activity at 25&#x202F;&#x00B0;C and 50&#x202F;&#x00B0;C, being over 15-fold higher at the highest temperature. Transcriptomic analysis showed that Huc-type hydrogenase genes were increasingly and drastically overexpressed at decreasing growth rates, reaching maxima at near-zero growth rates. Previous reports, mentioned above, described 2a [NiFe]-hydrogenases as high-affinity enzymes with a role in atmospheric and sub-atmospheric hydrogen oxidation for energy conservation during mixotrophic growth, conferring selective advantages by co-oxidizing H<sub>2</sub> with other energy sources in environments where nutrient availability is highly limited. <italic>P. thermoglucosidasius</italic> 23.6 Huc-type enzyme expression strategy would be crucial in stressful nutrient-deprived environments to keep cell viability. Even though our results collectively imply a functional role for a Huc-type hydrogenase in atmospheric hydrogen oxidation and environmental persistence, our evidence is largely transcriptional; a non-specific whole-cell benzyl viologen reduction assay was performed, and further assays are needed to characterize hydrogen uptake and evolution in <italic>P. thermoglucosidasius</italic> and specifically to characterize kinetic parameters of its Huc-type hydrogenase. Also, further genomic and biochemical studies are necessary to assess the ubiquity of high-affinity [NiFe]-hydrogenases among STB. Nevertheless, our work paves the way for exploring the role of [NiFe]-hydrogenases in the persistence and adaptability of STB in a range of environments. This deserves future studies - which will certainly be exciting - especially when assessing adaptability issues to life under drastically extreme conditions of temperature, dryness, and oligotrophy.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec15">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/supplementary material.</p>
</sec>
<sec sec-type="author-contributions" id="sec16">
<title>Author contributions</title>
<p>MMS: Conceptualization, Data curation, Formal analysis, Investigation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. JAD: Data curation, Formal analysis, Investigation, Writing &#x2013; review &#x0026; editing. APR: Investigation, Writing &#x2013; review &#x0026; editing. CC: Funding acquisition, Writing &#x2013; review &#x0026; editing. JMG: Conceptualization, Data curation, Formal analysis, Funding acquisition, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="COI-statement" id="sec17">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author CC declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="sec18">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec19">
<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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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/102246/overview">Luis Raul Comolli</ext-link>, Independent Researcher, Basel, Switzerland</p></fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/501284/overview">Soumyadev Sarkar</ext-link>, Arizona State University, United States</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1021276/overview">Yung-Tse Hung</ext-link>, Cleveland State University, United States</p></fn>
</fn-group>
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