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<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1078164</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2022.1078164</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Hydrogen-fueled CO<sub>2</sub> reduction using oxygen-tolerant oxidoreductases</article-title>
<alt-title alt-title-type="left-running-head">Cha 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/fbioe.2022.1078164">10.3389/fbioe.2022.1078164</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Cha</surname>
<given-names>Jaehyun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2062409/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bak</surname>
<given-names>Hyeonseon</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kwon</surname>
<given-names>Inchan</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">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2062064/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Materials Science and Engineering</institution>, <institution>Gwangju Institute of Science and Technology (GIST)</institution>, <addr-line>Gwangju</addr-line>, <country>South Korea</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Research Center for Innovative Energy and Carbon Optimized Synthesis for Chemicals (Inn-ECOSysChem)</institution>, <institution>Gwangju Institute of Science and Technology (GIST)</institution>, <addr-line>Gwangju</addr-line>, <country>South Korea</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/248805/overview">Ning Li</ext-link>, South China University of Technology, China</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/2140544/overview">Hongling Shi</ext-link>, Nanyang Normal University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/812143/overview">Feng Cheng</ext-link>, Zhejiang University of Technology, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Inchan Kwon, <email>inchan@gist.ac.kr</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Industrial Biotechnology, a section of the journal Frontiers in Bioengineering and Biotechnology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1078164</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Cha, Bak and Kwon.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Cha, Bak and Kwon</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 gas obtained from cheap or sustainable sources has been investigated as an alternative to fossil fuels. By using hydrogenase (H<sub>2</sub>ase) and formate dehydrogenase (FDH), H<sub>2</sub> and CO<sub>2</sub> gases can be converted to formate, which can be conveniently stored and transported. However, developing an enzymatic process that converts H<sub>2</sub> and CO<sub>2</sub> obtained from cheap sources into formate is challenging because even a very small amount of O<sub>2</sub> included in the cheap sources damages most H<sub>2</sub>ases and FDHs. In order to overcome this limitation, we investigated a pair of oxygen-tolerant H<sub>2</sub>ase and FDH. We achieved the cascade reaction between H<sub>2</sub>ase from <italic>Ralstonia eutropha</italic> H16 (ReSH) and FDH from <italic>Rhodobacter capsulatus</italic> (RcFDH) to convert H<sub>2</sub> and CO<sub>2</sub> to formate using <italic>in situ</italic> regeneration of NAD<sup>&#x2b;</sup>/NADH in the presence of O<sub>2</sub>.</p>
</abstract>
<kwd-group>
<kwd>hydrogen</kwd>
<kwd>carbon dioxide</kwd>
<kwd>formate</kwd>
<kwd>oxygen-tolerant</kwd>
<kwd>hydrogenase</kwd>
<kwd>formate dehydrogenase</kwd>
</kwd-group>
<contract-num rid="cn001">2021R1A5A1028138</contract-num>
<contract-sponsor id="cn001">National Research Foundation of Korea<named-content content-type="fundref-id">10.13039/501100003725</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>1 Introduction</title>
<p>The development of renewable energy technologies to replace fossil fuels is essential for the sustainable growth of the economy and society. Hydrogen (H<sub>2</sub>), obtained from various sources such as solar (<xref ref-type="bibr" rid="B40">Song et al., 2022</xref>), algae (<xref ref-type="bibr" rid="B44">Wang and Yin, 2018</xref>), biomass (<xref ref-type="bibr" rid="B24">Lepage et al., 2021</xref>), and by-product gas (<xref ref-type="bibr" rid="B22">Lee and Elgowainy, 2018</xref>), is expected to be an alternative fuel with high gravimetric energy density and net-zero carbon dioxide (CO<sub>2</sub>) production (<xref ref-type="bibr" rid="B10">Eppinger and Huang, 2017</xref>). However, owing to the low volumetric energy capacity of H<sub>2</sub>, its transportation and storage as a fuel are limited (<xref ref-type="bibr" rid="B10">Eppinger and Huang, 2017</xref>). Therefore, converting H<sub>2</sub> into a chemical with a high volumetric energy capacity while maintaining the molar energy capacity is advantageous for the commercialization of alternative energy.</p>
<p>Suitable materials for converting H<sub>2</sub> energy should satisfy the following conditions: 1) high energy/volume capacity, 2) low energy loss during the conversion process, 3) liquid material at ambient pressure and temperature, and 4) non-flammable chemicals for safety. Thus, the conversion of H<sub>2</sub> and CO<sub>2</sub> into formate is an appropriate approach (<xref ref-type="bibr" rid="B33">Ping et al., 2013</xref>; <xref ref-type="bibr" rid="B10">Eppinger and Huang, 2017</xref>; <xref ref-type="bibr" rid="B29">Mihet et al., 2020</xref>). Because formate is a non-flammable liquid at ambient temperature and pressure, it is convenient to transport and store. However, the reaction requires a catalyst, and synthetic catalysts cannot be applied to various H<sub>2</sub> sources because of their low selectivity, low efficiency, and requirement for precious metals (<xref ref-type="bibr" rid="B26">Loges et al., 2008</xref>; <xref ref-type="bibr" rid="B19">Kuehnel et al., 2015</xref>; <xref ref-type="bibr" rid="B41">Sordakis et al., 2018</xref>). Thus, the substrate specificity and high reaction rate of the enzymatic process reveal the potential for H<sub>2</sub> and CO<sub>2</sub> as alternative synthetic catalysts. The oxidation of H<sub>2</sub> and reduction of CO<sub>2</sub> occur in hydrogenase (H<sub>2</sub>ase) (<xref ref-type="bibr" rid="B27">Lubitz et al., 2014</xref>) and formate dehydrogenases (FDH) (<xref ref-type="bibr" rid="B3">Appel et al., 2013</xref>; <xref ref-type="bibr" rid="B2">Amao, 2018</xref>; <xref ref-type="bibr" rid="B30">Moon et al., 2020</xref>), respectively, among oxidoreductases.</p>
<p>Formate hydrogenlyase (FHL) is a natural FDH and H<sub>2</sub>ase-linked enzyme complex that catalyzes formate/H<sub>2</sub> interconversion (<xref ref-type="bibr" rid="B28">McDowall et al., 2014</xref>). The catalytic bias of the FHL is H<sub>2</sub> production from the oxidation of formate (<xref ref-type="bibr" rid="B34">Pinske and Sargent, 2016</xref>; <xref ref-type="bibr" rid="B37">Schwarz et al., 2018</xref>). The semi-artificial coupling of H<sub>2</sub>ase and FDH from <italic>Desulfovibrio vulgaris</italic> Hildenborough successfully demonstrated the interconversion of H<sub>2</sub> and CO<sub>2</sub> into formate (<xref ref-type="bibr" rid="B39">Sokol et al., 2019</xref>). Cheap and sustainable H<sub>2</sub> sources, such as coke oven gas generated from steel industries, contain a small portion of O<sub>2</sub> (0.4&#x2013;1.7%) (<xref ref-type="bibr" rid="B25">Li et al., 2019</xref>; <xref ref-type="bibr" rid="B12">Garc&#xed;a Garc&#xed;a et al., 2020</xref>). Because of the transition metal active sites and low potential electrons, most H<sub>2</sub>ases and FDHs are inhibited or irreversibly damaged by a trace amount of O<sub>2</sub> (<xref ref-type="bibr" rid="B11">Fontecilla-Camps et al., 2007</xref>; <xref ref-type="bibr" rid="B31">Niks and Hille, 2018</xref>), limiting the application of H<sub>2</sub> conversion obtained from various renewable sources.</p>
<p>H<sub>2</sub>ases and FDHs from aerobic organisms maintain their catalytic activities under aerobic conditions. H<sub>2</sub>ase can be classified according to the metal ion composition of their active sites in [NiFe], [FeFe], and [Fe] H<sub>2</sub>ases (<xref ref-type="bibr" rid="B27">Lubitz et al., 2014</xref>). [NiFe] H<sub>2</sub>ase inactivation under aerobic condition was shown to form an inactive state by O<sub>2</sub> bridging to Ni-Fe through X-Ray crystallography, electron paramagnetic resonance (EPR) studies, and the density function theory calculations (<xref ref-type="bibr" rid="B43">Volbeda et al., 2005</xref>; <xref ref-type="bibr" rid="B38">Shafaat et al., 2013</xref>; <xref ref-type="bibr" rid="B35">Qiu et al., 2018</xref>). Well-studied O<sub>2</sub>-tolerant [NiFe] H<sub>2</sub>ases from <italic>Escherichia coli</italic> (<xref ref-type="bibr" rid="B36">Sargent, 2016</xref>), <italic>Aquifex aeolicus</italic> (<xref ref-type="bibr" rid="B32">Pandelia et al., 2010</xref>), and <italic>Ralstonia eutropha</italic> (<xref ref-type="bibr" rid="B7">Burgdorf et al., 2005</xref>) have potential biotechnological applications such as biofuel cells and H<sub>2</sub> production. Their O<sub>2</sub> tolerance was attributed to the reduction of O<sub>2</sub> bound to NiFe active site into either hydrogen peroxide or water (<xref ref-type="bibr" rid="B21">Lauterbach and Lenz, 2013</xref>; <xref ref-type="bibr" rid="B45">Wulff et al., 2014</xref>; <xref ref-type="bibr" rid="B15">Horch et al., 2015</xref>). The soluble H<sub>2</sub>ase from the <italic>R. eutropha</italic> (ReSH) complex contains heterodimeric [NiFe] hydrogenase (HoxHY) subunits and diaphorase (HoxFU) subunits, which reduce NAD(P)<sup>&#x2b;</sup> while oxidizing H<sub>2</sub> (<xref ref-type="bibr" rid="B21">Lauterbach and Lenz, 2013</xref>). FDH can be classified according to the metal ion composition of their active sites in molybdenum (Mo) containing and tungsten (W) containing formate dehydrogenase (<xref ref-type="bibr" rid="B30">Moon et al., 2020</xref>). Under aerobic conditions, the inactivation of FDH occurs by substitution of oxo ligand for sulfide ligand at the active site by O<sub>2</sub> (<xref ref-type="bibr" rid="B9">Duffus et al., 2020</xref>). It was proposed that the O<sub>2</sub> tolerance of W-containing FDH2 from <italic>Desulfovibrio vulgaris</italic> Hildenborough results from reduction of O<sub>2</sub> to hydrogen peroxide by formate oxidase activity (<xref ref-type="bibr" rid="B13">Graham et al., 2022</xref>). The FDHs from <italic>Clostridium carboxidivorans</italic> strain P7T (<xref ref-type="bibr" rid="B1">Alissandratos et al., 2013</xref>), <italic>Methylobacterium extorquens</italic> AM1 (<xref ref-type="bibr" rid="B20">Laukel et al., 2003</xref>; <xref ref-type="bibr" rid="B4">Baccour et al., 2020</xref>), and <italic>Rhodobacter capsulatus</italic> (<xref ref-type="bibr" rid="B14">Hartmann and Leimk&#xfc;hler, 2013</xref>) maintain high CO<sub>2</sub>-reducing activity under aerobic conditions. FDH from <italic>R. capsulatus</italic> (RcFDH) consists of FdsA subunit containing the bis(molybdopterin guanine dinucleotide) cofactor and FdsGB diaphorase subunit for oxidizing NADH while reducing CO<sub>2</sub>. We hypothesized that H<sub>2</sub> and CO<sub>2</sub> are converted to formate through a cascade reaction of O<sub>2</sub>-tolerant H<sub>2</sub>ases and FDHs under oxic conditions. Here, we demonstrated a cascade reaction of ReSH and RcFDH with NAD<sup>&#x2b;</sup> regeneration (<xref ref-type="fig" rid="F1">Figure 1</xref>). Formate production was observed under anaerobic and O<sub>2</sub> concentration-controlled conditions.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic showing the NAD<sup>&#x2b;</sup>-dependent cascade reaction of ReSH and RcFDH in the presence of O<sub>2</sub>.</p>
</caption>
<graphic xlink:href="fbioe-10-1078164-g001.tif"/>
</fig>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Materials</title>
<p>The 5X In-Fusion<sup>&#xae;</sup> HD Enzyme Premix was purchased from Takara Bio (Kusatsu, Japan). Strep-Tactin XT 4 Flow high-capacity resin was obtained from IBA Life Sciences (G&#xf6;ttingen, Germany). Disposable PD-10 desalting columns were purchased from Cytiva (Marlborough, MA, United States). Vivaspin 6 centrifugal concentrators with a molecular weight cutoff (MWCO) of 100&#xa0;kDa were purchased from Sartorius (G&#xf6;ttingen, Germany). A polypropylene column (1&#xa0;ml) was purchased from Qiagen (Hilden, Germany). The Ziptip C<sub>18</sub> resin was purchased from Millipore (Burlington, MA, United States). All other chemical reagents were purchased from Sigma-Aldrich (St. Louis, MO, United States) unless otherwise stated.</p>
</sec>
<sec id="s2-2">
<title>2.2 Construction of plasmids and strains</title>
<p>To construct the strep-tag II-fused RcFDH expression plasmid, pTrcHis-RcFDH (<xref ref-type="bibr" rid="B8">Choi et al., 2018</xref>) was used as a template. Infusion cloning was performed to substitute the hexahistidine-tag for strep tag II. pTrcHis-RcFDH was amplified by PCR with the in-fusion primer (FW: 5&#x2032;-GCC&#x200b;ACC&#x200b;CGC&#x200b;AGT&#x200b;TCG&#x200b;AAA&#x200b;AAG&#x200b;GTA&#x200b;TGG&#x200b;CTA&#x200b;GCA&#x200b;TGA&#x200b;CGG&#x200b;ATA&#x200b;CC-3&#x2032;, RV: 5&#x2032;-CGA&#x200b;ACT&#x200b;GCG&#x200b;GGT&#x200b;GGC&#x200b;TCC&#x200b;AAG&#x200b;AAC&#x200b;CCC&#x200b;CCA&#x200b;TGG&#x200b;TTT&#x200b;ATT&#x200b;CCT&#x200b;CC-3&#x2032;). The PCR product was mixed with 5X In-Fusion HD Enzyme Premix to generate pTrcHis-strep-RcFDH. The <italic>E. coli</italic> MC1061 strain was transformed with pTrcHis-Strep-RcFDH, and the <italic>R. eutropha</italic> HF210 [pGE771] strain (<xref ref-type="bibr" rid="B21">Lauterbach and Lenz, 2013</xref>) was used as the ReSH-expressing strain.</p>
</sec>
<sec id="s2-3">
<title>2.3 Expression of ReSH and RcFDH</title>
<p>For the expression of ReSH and RcFDH, a 7&#xa0;L scale fermenter was used. Previously, Lenz described the heterotrophic cultivation of <italic>R. eutropha</italic> derivatives (<xref ref-type="bibr" rid="B23">Lenz et al., 2018</xref>). A 10X H16 buffer (pH 7.0) consisting of 250&#xa0;mM Na<sub>2</sub>HPO<sub>4</sub> and 110&#xa0;mM KH<sub>2</sub>PO<sub>4</sub> was used as the medium. For a 1&#xa0;L of fructose-ammonium (FN) medium, 100&#xa0;ml of 10X H16 buffer was mixed with 850&#xa0;ml of sterilized water (additional 13% (w/v) of Bacto agar in case of solid agar plates) and autoclaved. Next, 10&#xa0;ml of 20% (w/v) NH<sub>4</sub>Cl, 1&#xa0;ml each of 20% (w/v) NH<sub>4</sub>Cl, 20% (w/v) MgSO<sub>4</sub>&#x2a;7H<sub>2</sub>O, 1% (w/v) CaCl<sub>2</sub>&#x2a;H<sub>2</sub>O, 0.5% (w/v) FeCl<sub>3</sub>&#x2a;6H<sub>2</sub>O (in 0.1&#xa0;N HCl), 1&#xa0;mM NiCl<sub>2</sub>, and 1.25&#xa0;ml of 40% (w/v) D-fructose were mixed and filled up to 1000&#xa0;ml with sterile H<sub>2</sub>O. A single colony of <italic>R. eutropha</italic> was pre-cultured in 50&#xa0;ml of FN medium containing 10&#xa0;&#x3bc;g&#xa0;ml<sup>&#x2212;1</sup> tetracyclin until the OD436nm reached 1. For the main culture, 5&#xa0;L of modified fructose-glycerol-ammonium (FGN<sub>mod</sub>) with 0.05% (w/v) glycerol, 5&#xa0;ml of SL6 trace element solution (<xref ref-type="bibr" rid="B23">Lenz et al., 2018</xref>), and 5&#xa0;ml of 1&#xa0;mM ZnCl<sub>2</sub> (added to the FN medium containing 10&#xa0;&#x3bc;g/ml tetracycline) were prepared in the fermenter. The pre-culture was inoculated into the FGN<sub>mod</sub> medium and subjected to 300&#xa0;rpm shaking and 1 VVM aeration at 30&#xb0;C. The pH range was maintained between 6.9 to 7.0 through automatic injection of 1&#xa0;N NaOH. After 24 h, 5&#xa0;ml of 1&#xa0;mM NiCl<sub>2</sub> was added. When the OD at 436&#xa0;nm reached 9&#x2013;11, the cells were harvested by centrifugation at 6,000 &#xd7; g for 10&#xa0;min before storage at &#x2212;80&#xb0;C.</p>
<p>For RcFDH expression, a single-cell colony was pre-cultured in Luria-Bertani (LB) medium containing 150&#xa0;&#x3bc;g&#xa0;ml<sup>&#x2212;1</sup> ampicillin for 12&#xa0;h at 37&#xb0;C. For the main culture, 5&#xa0;L of LB medium containing 150&#xa0;&#x3bc;g&#xa0;ml<sup>&#x2212;1</sup> ampicillin, 1&#xa0;mM sodium molybdate, and 20&#xa0;&#x3bc;M isopropyl &#x3b2;-D-1-thiogalactopyranoside was prepared in the fermenter. The pre-culture was inoculated into the LB medium and subjected to 100&#xa0;rpm shaking and 0.1 VVM aeration at 30&#xb0;C. After 24 h, the cells were harvested by centrifugation at 6,000 &#xd7; g for 10&#xa0;min before storage at -80&#xb0;C.</p>
</sec>
<sec id="s2-4">
<title>2.4 Purification of ReSH and RcFDH</title>
<p>To purify ReSH and RcFDH, cell pellets were resuspended in 50&#xa0;mM potassium phosphate buffer (pH 7.0) (Kpi buffer) containing 1&#xa0;mg/ml lysozyme to a concentration of 1&#xa0;g/10&#xa0;ml. The resuspended cells were lysed by sonication (amplitude 28%, on/off 2&#xa0;s/4&#xa0;s) for 1&#xa0;h. Insoluble cell debris was removed by centrifugation at 13,000 &#xd7; g for 30&#xa0;min. Strep-Tactin XT 4Flow high-capacity resin (2&#xa0;ml) was mixed with the clear supernatants and incubated at 4&#xb0;C for 30&#xa0;min. The resin was washed with Kpi buffer containing 300&#xa0;mM potassium chloride on a gravity-flow polypropylene column to remove any impurities. The proteins were eluted with 3&#xa0;ml of Kpi buffer containing 50&#xa0;mM biotin and buffer-exchanged with Kpi buffer containing 10&#xa0;mM potassium nitrate using a PD-10 column. Protein purity was verified by SDS-PAGE (<xref ref-type="fig" rid="F2">Figure 2</xref>). The concentrations of purified proteins were determined by measuring their absorbance at 280&#xa0;nm using a microplate reader (Synergy, BioTek, Winooski, VT, United States), as previously reported for other proteins (<xref ref-type="bibr" rid="B16">Kim et al., 2019</xref>; <xref ref-type="bibr" rid="B17">2021</xref>; <xref ref-type="bibr" rid="B6">Bak et al., 2020</xref>). The extinction coefficients of ReSH and RcFDH were calculated to be 165,710 and 350,000&#xa0;M<sup>&#x2212;1</sup>&#x22c5;cm<sup>&#x2212;1</sup>, respectively, based on their amino acid sequences.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>SDS-PAGE of purified proteins. <bold>(A)</bold> ReSH and <bold>(B)</bold> RcFDH stained with Coomassie blue. The lanes are molecular weight markers (MW), cell lysate after sonication (CL), flow-through streptavidin resin (FT), and eluted protein (E).</p>
</caption>
<graphic xlink:href="fbioe-10-1078164-g002.tif"/>
</fig>
</sec>
<sec id="s2-5">
<title>2.5 Matrix-assisted laser desorption ionization&#x2013;time of flight (MALDI-TOF) mass spectrometry</title>
<p>Proteins in buffer were desalted using Ziptip C<sub>18</sub> according to the manufacturer&#x2019;s protocol. Purified ReSH and RcFDH were mixed in a 1:1 (v/v) ratio with a sinapinic acid-saturated matrix solution consisting of 30% acetonitrile, 0.1% trifluoroacetic acid (TFA), and 70% water (v/v). The mixtures were subjected to mass characterization by Autoflex speed (Bruker Corporation, Billerica, United States).</p>
</sec>
<sec id="s2-6">
<title>2.6 Enzyme kinetics</title>
<p>The enzyme reaction kinetics of ReSH were measured for the NAD<sup>&#x2b;</sup>-dependent oxidation of H<sub>2</sub> to H<sup>&#x2b;</sup> in the presence or absence of O<sub>2</sub>. The sealing cuvette was filled with 900&#xa0;&#x3bc;L of Kpi buffer containing NAD<sup>&#x2b;</sup> and sealed; then, 100% H<sub>2</sub> and a mixed gas consisting of 10% O<sub>2</sub> and 90% N<sub>2</sub> (or 100% N<sub>2</sub> for anaerobic conditions) were injected simultaneously for 30&#xa0;min at 10&#xa0;ml/min. ReSH (2&#xa0;ml, 80&#xa0;nM) was purged with 10&#xa0;ml/min N<sub>2</sub> gas bubbling in a 10&#xa0;ml sealing vial for 30&#xa0;min to remove O<sub>2</sub> from the air. The reaction was initiated by mixing 100&#xa0;&#x3bc;L of 80&#xa0;nM ReSH with a gas-saturated solution in a sealed cuvette. The final concentration of NAD<sup>&#x2b;</sup> was varied from 0 to 2&#xa0;mM.</p>
<p>The enzyme reaction kinetics of RcFDH were measured for NADH-dependent reduction of CO<sub>2</sub> to formate in the presence or absence of O<sub>2</sub>. The sealing cuvette was filled with 900&#xa0;&#x3bc;L of Kpi buffer containing NADH and sealed; then, 100% CO<sub>2</sub> and a mixed gas consisting of 4% O<sub>2</sub> and 96% N<sub>2</sub> (or 100% N<sub>2</sub> for anaerobic conditions) were injected simultaneously for 30&#xa0;min at 10&#xa0;ml/min, respectively. RcFDH (2&#xa0;ml, 2&#xa0;&#x3bc;M) was purged with 10&#xa0;ml/min N<sub>2</sub> gas bubbling in a 10&#xa0;ml sealing vial for 30&#xa0;min to remove O<sub>2</sub> from the air. The reaction was initiated by mixing 100&#xa0;&#x3bc;L of 2&#xa0;&#x3bc;M RcFDH with a gas-saturated solution in a sealing cuvette. The final concentration of NADH was varied from 0 to 1&#xa0;mM.</p>
<p>All measurements were performed in triplicate based on the change in the absorbance at 365&#xa0;nm in the cuvette, measured using a T60 UV-Vis spectrophotometer (PG Instruments Ltd., Lutterworth, UK). The change in absorbance over 1&#xa0;min was plotted using the Michaelis-Menten equation to calculate the kinetic parameters.</p>
</sec>
<sec id="s2-7">
<title>2.7 Formate production and quantification</title>
<p>For the cascade reaction in the presence or absence of O<sub>2</sub>, the gas content was controlled in a 20&#xa0;ml polytetrafluoroethylene (PTFE) septa sealing vial. The vials were filled with 500&#xa0;&#x3bc;L of reaction solution containing 3.2 U/mL ReSH, 0.16 U/mL RcFDH, 1&#xa0;mM NAD<sup>&#x2b;</sup>, and 0.5&#xa0;M Kpi buffer and sealed. A needle was inserted into the septa for gas evacuation. Then, 10&#xa0;ml/min CO<sub>2</sub> and 20&#xa0;ml/min N<sub>2</sub>/O<sub>2</sub> mixed gas were injected for 30&#xa0;min (the needle did not enter the reaction solution). The O<sub>2</sub> ratios of the mixed gas varied from 0%&#x2013;2%&#x2013;4%; therefore, the final concentrations of O<sub>2</sub> were 0, 1, and 2%. The reaction was initiated by a 10&#xa0;ml/min H<sub>2</sub> gas injection. Formate production was sampled every 20&#xa0;min during incubation for 1 h, and 10&#xa0;&#x3bc;L of 6&#xa0;N H<sub>2</sub>SO<sub>4</sub> was added to the 100&#xa0;&#x3bc;L sample to inactivate the enzymes immediately. Additionally, 240&#xa0;&#x3bc;L of distilled water was mixed with the sample, and the aggregate enzymes were removed by centrifugation at 13,000 &#xd7; g. Formate production was quantified by HPLC (1260, Agilent, CA, United States) equipped with a diode-array detector and an Aminex HPX-87H column (BIO-RAD, CA, United States) with a mobile phase of 5&#xa0;&#x3bc;M H<sub>2</sub>SO<sub>4</sub> at a flow rate of 0.6&#xa0;ml/min. The retention time of formate was 13.010&#xa0;min. The formate concentration was calculated using a formate calibration curve (<xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>).</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and discussion</title>
<sec id="s3-1">
<title>3.1 Preparation of ReSH and RcFDH</title>
<p>ReSH and RcFDH are expressed in <italic>R. eutropha</italic> and <italic>E. coli</italic>, respectively. They were purified using affinity resins, as described in the Materials and methods. Five bands of purified ReSH subunits were observed, which matched the expected molecular weights (HoxF, 68,110&#xa0;Da; HoxH, 54,863&#xa0;Da; HoxU, 26,173&#xa0;Da; HoxY, 22,881&#xa0;Da; HoxI, 18,567&#xa0;Da) (<xref ref-type="fig" rid="F2">Figure 2A</xref>). Similarly, three bands of purified RcFDH subunits were observed, which were consistent with the expected molecular weights (FdsA, 104,466&#xa0;Da; FdsB, 52,699&#xa0;Da; FdsG, 17,304&#xa0;Da) (<xref ref-type="fig" rid="F2">Figure 2B</xref>). Both enzymes showed high purity. The identity of the purified enzymes was confirmed by MALDI-TOF mass spectrometry. The experimentally determined masses of ReSH subunits were 67,542, 54,492, 26,038, 22,836, and 18,545&#xa0;m/z, which matched well with the expected masses (68,111, 54,864, 26,174, 22,882, and 18,568&#xa0;m/z, respectively) with less than 1% deviation (<xref ref-type="sec" rid="s10">Supplementary Figures S2A&#x2013;C</xref>). The experimentally determined masses of RcFDH subunits were 104,259, 52,385, and 17,136&#xa0;m/z, which matched well with the expected masses (104,467, 52,700, and 17,305&#xa0;m/z, respectively) with less than 1% deviation (<xref ref-type="sec" rid="s10">Supplementary Figures S2D, E</xref>). These results showed that the purified ReSH and RcFDH were successfully prepared.</p>
</sec>
<sec id="s3-2">
<title>3.2 Enzyme kinetics in the presence or absence of O<sub>2</sub>
</title>
<p>We investigated the enzymatic activities of ReSH and RcFDH in the presence or absence of O<sub>2</sub>. The NAD<sup>&#x2b;</sup>-dependent H<sub>2</sub> oxidation reaction rate by ReSH was measured, and the Michaelis-Menten curve was fitted to calculate the kinetic parameters using Origin 2022 program (<xref ref-type="fig" rid="F3">Figure 3A</xref>). Both <italic>k<sub>cat</sub>
</italic> and <italic>K<sub>m</sub>
</italic> values of ReSH showed an insignificant difference under the 0% and 5% O<sub>2</sub> conditions (<xref ref-type="table" rid="T1">Table 1</xref>). Similarly, The NADH-dependent CO<sub>2</sub> reduction reaction rate by RcFDH was measured, and the Michaelis-Menten curve was fitted to calculate the kinetic parameters (<xref ref-type="fig" rid="F3">Figure 3B</xref>). Likewise, <italic>k<sub>cat</sub>
</italic> and <italic>K<sub>m</sub>
</italic> values of RcFDH showed an insignificant difference between the 0% and 2% O<sub>2</sub> conditions (<xref ref-type="table" rid="T2">Table 2</xref>). These results show that purified ReSH and RcFDH retained the enzymatic activity at least under less than 2% O<sub>2</sub>.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Kinetic analysis. <bold>(A)</bold> NAD<sup>&#x2b;</sup>-dependent H<sub>2</sub> oxidation of ReSH in the presence of O<sub>2</sub>, or not. <bold>(B)</bold> NADH-dependent CO<sub>2</sub> reduction of RcFDH in the presence of O<sub>2</sub>, or not.</p>
</caption>
<graphic xlink:href="fbioe-10-1078164-g003.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Kinetic parameters of ReSH under presence of O<sub>2</sub> or not.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">O<sub>2</sub> concentration (%)</th>
<th align="left">
<italic>k</italic>
<sub>
<italic>cat</italic>
</sub> (s<sup>&#x2212;1</sup>)</th>
<th align="left">
<italic>K</italic>
<sub>
<italic>m</italic>
</sub> (mM) (NAD<sup>&#x2b;</sup>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">0</td>
<td align="left">39.7 &#xb1; 1.5</td>
<td align="left">0.393 &#xb1; 0.041</td>
</tr>
<tr>
<td align="left">5</td>
<td align="left">39.2 &#xb1; 1.3</td>
<td align="left">0.364 &#xb1; 0.033</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Kinetic parameters of RcFDH under presence of O<sub>2</sub> or not.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">O<sub>2</sub> concentration (%)</th>
<th align="left">
<italic>k</italic>
<sub>
<italic>cat</italic>
</sub> (s<sup>&#x2212;1</sup>)</th>
<th align="left">
<italic>K</italic>
<sub>
<italic>m</italic>
</sub> (mM) (NADH)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">0</td>
<td align="left">0.703 &#xb1; 0.043</td>
<td align="left">0.166 &#xb1; 0.030</td>
</tr>
<tr>
<td align="left">2</td>
<td align="left">0.699 &#xb1; 0.035</td>
<td align="left">0.141 &#xb1; 0.022</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-3">
<title>3.3 Cascade reaction condition control</title>
<p>We determined the NAD<sup>&#x2b;</sup>, ReSH, and RcFDH contents for the cascade reaction of ReSH and RcFDH. Owing to the relatively low <italic>k<sub>cat</sub>
</italic> value (<xref ref-type="table" rid="T1">Tables 1</xref>, <xref ref-type="table" rid="T2">2</xref>), the rate-determining step was the CO<sub>2</sub> reduction by RcFDH. Because the reaction rate of RcFDH was saturated at NADH concentrations above 1&#xa0;mM (<xref ref-type="fig" rid="F3">Figure 3B</xref>), the NAD<sup>&#x2b;</sup> concentration was determined to be 1&#xa0;mM. For the continuous CO<sub>2</sub> reduction by RcFDH, the concentration of ReSH was determined to maintain a state in which all NAD<sup>&#x2b;</sup> was reduced to NADH. The concentration of RcFDH was fixed at 0.08 U/mL and the amount of ReSH was adjusted to 0, 0.08, 0.8, and 1.6 U/mL (U/mL ratio of ReSH:RcFDH &#x3d; 0:1, 1:1, 5:1, 10:1, 20:1). Reaction solutions were placed in a 20&#xa0;ml sealing vial, and 10&#xa0;ml/min CO<sub>2</sub> and 10&#xa0;ml/min H<sub>2</sub> were injected for 1&#xa0;h simultaneously, after which formate was measured (<xref ref-type="sec" rid="s10">Supplementary Figure S3</xref>). Formate production was not observed in the reaction solution without ReSH. In contrast, substantial formate production was observed in the reaction solution with the three components (ReSH, RcFDH, and NAD<sup>&#x2b;</sup>). Formate production was saturated above a 5:1 ratio. At higher ReSH concentrations, NAD<sup>&#x2b;</sup> was immediately converted to NADH through H<sub>2</sub> oxidation. This result set the cascade reaction content to 1&#xa0;mM NAD<sup>&#x2b;</sup>, and the U/mL ratio of ReSH:RcFDH &#x3d; 20:1.</p>
</sec>
<sec id="s3-4">
<title>3.4 Formate production under O<sub>2</sub> conditions</title>
<p>We demonstrated H<sub>2</sub> and CO<sub>2</sub> conversion into formate under 0%&#x2013;2% O<sub>2</sub> conditions. ReSH, RcFDH, and 1&#xa0;mM NAD<sup>&#x2b;</sup> were mixed and placed in a 20&#xa0;ml sealing vial. Changes in the concentrations of NADH and formate over time were investigated when O<sub>2</sub> (at a controlled concentration), H<sub>2</sub>, and CO<sub>2</sub> were simultaneously and continuously injected into the vial. During the injection of the gases, under all O<sub>2</sub> conditions from 0% to 2%, NAD<sup>&#x2b;</sup> was reduced to NADH and maintained at 1&#xa0;mM by H<sub>2</sub> oxidation of ReSH (<xref ref-type="fig" rid="F4">Figure 4A</xref>). Furthermore, the formate concentration increased continuously (<xref ref-type="fig" rid="F4">Figure 4B</xref>) owing to the CO<sub>2</sub> reduction of RcFDH. Approximately 230&#xa0;&#x3bc;M of formate was produced after 1 h, which showed a statistically insignificant difference at 0, 1, or 2% O<sub>2</sub> conditions (<italic>p</italic> &#x3e; 0.05). In order to investigate the O<sub>2</sub>-tolerant limit of the system, we tested the formate production in a higher concentration of O<sub>2</sub> (<xref ref-type="sec" rid="s10">Supplementary Figure S4</xref>). We observed a substantial reduction in formate production at 5% O<sub>2</sub> compared to 0%. Therefore, in the specific enzyme systems we chose, the O<sub>2</sub>-tolerance limit was between 2% and 5%. The O<sub>2</sub>-tolerance of both H<sub>2</sub>ase and FDH is attributed to the reduction of O<sub>2</sub> bound to the active site of enzymes, leading to the reactivation of active site. Therefore, we speculated that the substantial loss of enzymatic activities at 5% O<sub>2</sub> results from that O<sub>2</sub> binding to the active site is more favorable than O<sub>2</sub> reduction at the active site. These results demonstrate, as hypothesized, the plausibility of a cascade reaction using ReSH and RcFDH, even in the presence of O<sub>2.</sub> Of course, greater O<sub>2</sub>-tolerance limit would be beneficial in developing practical processes. We speculate that there are ways to increase the O<sub>2</sub>-tolerance limit of enzymes. First, the enzyme concentration can be adjusted to increase O<sub>2</sub>-tolerance limit. O<sub>2</sub>-tolerance is likely attributed to the reduction mechanism of O<sub>2</sub> to either H<sub>2</sub>O or H<sub>2</sub>O<sub>2</sub>. In this case, O<sub>2</sub> is a co-substrate of these enzymes. Therefore, if the concentrations of enzymes were sufficiently high, the enzymes would quickly reduce O<sub>2</sub>, leading to the increased O<sub>2</sub>-tolerance limit. Another possible approach to increase O<sub>2</sub>-tolerance is engineering enzyme. Recently it was reported that the simple point mutations in the gas tunnel region of O<sub>2</sub>-sensitive CO dehydrogenase greatly increased the O<sub>2</sub>-tolerance limit (<xref ref-type="bibr" rid="B18">Kim et al., 2022</xref>). We speculate that such enzyme engineering strategy can be applied to ReSH and RcFDH to increase O<sub>2</sub>-tolerance limit.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>H<sub>2</sub> and CO<sub>2</sub> conversion into formate by NAD<sup>&#x2b;</sup>-dependent ReSH and RcFDH cascade reactions. <bold>(A)</bold> NADH concentration. <bold>(B)</bold> Formate concentration. All measurements were performed in triplicate.</p>
</caption>
<graphic xlink:href="fbioe-10-1078164-g004.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>We demonstrated the conversion of H<sub>2</sub> and CO<sub>2</sub> into formate using an NAD<sup>&#x2b;</sup>-dependent cascade reaction of O<sub>2</sub>-tolerant H<sub>2</sub>ase and FDH in the presence of O<sub>2</sub>. However, in order to produce formate using H<sub>2</sub> and CO<sub>2</sub> obtained from cheap sources, such as by-product gas from steel industries, we may need to tackle other obstacles. For instances, it was reported that H<sub>2</sub>ases are often damaged by CO (<xref ref-type="bibr" rid="B5">Bagley et al., 1994</xref>; <xref ref-type="bibr" rid="B42">Vincent et al., 2007</xref>), one of components in by-product gas. We plan to investigate the enzymatic process which is tolerant to both O<sub>2</sub> and CO in future. Furthermore, we could not obtain the kinetic parameters for both CO<sub>2</sub> and H<sub>2</sub> due to difficulty in determining the actual concentration of the gases in the aqueous reaction solution. We plan to determine the kinetic parameters for CO<sub>2</sub> and H<sub>2</sub> once suitable gas control facilities are in place.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>JC participated in the design of this study, performed analysis, and drafted the manuscript. HB participated in the analysis. IK was involved in the design and supervision of this study and preparation of the manuscript draft.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the National Research Foundation of Korea (NRF), the Ministry of Science, and ICT [grant numbers 2021R1A5A1028138].</p>
</sec>
<ack>
<p>The authors thank Oliver Lenz (Technische Universit&#xe4;t Berlin) for providing <italic>R.eutropha</italic> HF210 [pGE771] cell and Kyoungseon Min (Korea Institute of Energy Research) for providing MC1061 <italic>E.coli</italic> cell and pTrcHis-RcFDH plasmid.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<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="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fbioe.2022.1078164/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fbioe.2022.1078164/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.PDF" id="SM1" mimetype="application/PDF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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