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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Catal.</journal-id>
<journal-title>Frontiers in Catalysis</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Catal.</abbrev-journal-title>
<issn pub-type="epub">2673-7841</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1089176</article-id>
<article-id pub-id-type="doi">10.3389/fctls.2022.1089176</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Catalysis</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Harnessing selenocysteine to enhance microbial cell factories for hydrogen production</article-title>
<alt-title alt-title-type="left-running-head">Patel 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/fctls.2022.1089176">10.3389/fctls.2022.1089176</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Patel</surname>
<given-names>Armaan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2083925/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mulder</surname>
<given-names>David W.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1759449/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>S&#xf6;ll</surname>
<given-names>Dieter</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/148421/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Krahn</surname>
<given-names>Natalie</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1092842/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Molecular Biophysics and Biochemistry</institution>, <institution>Yale University</institution>, <addr-line>New Haven</addr-line>, <addr-line>CT</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>National Renewable Energy Laboratory</institution>, <institution>Biosciences Center</institution>, <addr-line>Golden</addr-line>, <addr-line>CO</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Chemistry</institution>, <institution>Yale University</institution>, <addr-line>New Haven</addr-line>, <addr-line>CT</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/530720/overview">Sanjay Kumar Singh Patel</ext-link>, Konkuk University, South Korea</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/1134197/overview">Zachary Tonzetich</ext-link>, University of Texas at San Antonio, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/587658/overview">Ilka U. Heinemann</ext-link>, Western University, Canada</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Natalie Krahn, <email>natalie.krahn@yale.edu</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Biocatalysis, a section of the journal Frontiers in Catalysis</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>12</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>2</volume>
<elocation-id>1089176</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Patel, Mulder, S&#xf6;ll and Krahn.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Patel, Mulder, S&#xf6;ll and Krahn</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 is a clean, renewable energy source, that when combined with oxygen, produces heat and electricity with only water vapor as a biproduct. Furthermore, it has the highest energy content by weight of all known fuels. As a result, various strategies have engineered methods to produce hydrogen efficiently and in quantities that are of interest to the economy. To approach the notion of producing hydrogen from a biological perspective, we take our attention to hydrogenases which are naturally produced in microbes. These organisms have the machinery to produce hydrogen, which when cleverly engineered, could be useful in cell factories resulting in large production of hydrogen. Not all hydrogenases are efficient at hydrogen production, and those that are, tend to be oxygen sensitive. Therefore, we provide a new perspective on introducing selenocysteine, a highly reactive proteinogenic amino acid, as a strategy towards engineering hydrogenases with enhanced hydrogen production, or increased oxygen tolerance.</p>
</abstract>
<kwd-group>
<kwd>Selenocysteine</kwd>
<kwd>cell factories</kwd>
<kwd>biofuel</kwd>
<kwd>allo-tRNA</kwd>
<kwd>Selenoprotein</kwd>
<kwd>C1 microbes</kwd>
<kwd>hydrogenase</kwd>
<kwd>hydrogen production</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Institute of General Medical Sciences<named-content content-type="fundref-id">10.13039/100000057</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">U.S. Department of Energy<named-content content-type="fundref-id">10.13039/100000015</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>C1-utilizing microbes, microorganisms which rely on one carbon molecule for survival, have been of interest to produce biofuels for industrial use (<xref ref-type="bibr" rid="B15">Du et al., 2011</xref>). Advances in metabolic engineering have led to the design of biosynthetic pathways as a means to efficiently use cellular machinery (<xref ref-type="bibr" rid="B5">Bar-Even et al., 2010</xref>). One application of these engineering strategies is to utilize the activity of [NiFe]- and [FeFe]-hydrogenases in C1 microbes. Hydrogenases are enzymes that catalyze the reversible oxidation of hydrogen and are used for hydrogen production, a renewable source of energy. To compete with existing chemical methods for hydrogen production, hydrogenases require a significant hydrogen production rate (<xref ref-type="bibr" rid="B34">Khanna and Lindblad, 2015</xref>). Furthermore, the highest hydrogen producing hydrogenases are also the most oxygen sensitive, reducing their efficiency within these microbial factories. Detailed studies on the factors driving hydrogen production and oxygen sensitivity have facilitated engineering strategies to overcome this (<xref ref-type="bibr" rid="B78">Wittkamp et al., 2018</xref>). More specifically, an investigation into the role of selenocysteine (Sec) in these key processes for the development of novel hydrogenases increases the applicability for industrial purposes (<xref ref-type="bibr" rid="B44">Marques et al., 2017</xref>; <xref ref-type="bibr" rid="B22">Evans et al., 2021</xref>).</p>
<p>Sec, a homolog of cysteine (Cys), is found in redox-associated enzymes across all domains of life (<xref ref-type="bibr" rid="B39">Li et al., 2014</xref>). With a single sulfur to selenium replacement compared to Cys, Sec retains similar chemistry but with enhanced chemical properties (i.e., increased nucleophilicity, decreased side-chain p<italic>K</italic>a, and increased oxidation which is often reversible) (<xref ref-type="bibr" rid="B11">Chung and Krahn, 2022</xref>). The distinct characteristics of this amino acid and its similarity to Cys suggests it is potential to affect the active site electronic properties, catalytic rate, or oxygen sensitivity of hydrogenases (<xref ref-type="bibr" rid="B32">Hondal et al., 2013</xref>; <xref ref-type="bibr" rid="B44">Marques et al., 2017</xref>; <xref ref-type="bibr" rid="B22">Evans et al., 2021</xref>).</p>
<p>Occurring naturally in bacteria, Sec is incorporated in proteins at a UGA codon that immediately precedes a hairpin loop (known as the Sec insertion sequence [SECIS] element) in the translated region of the mRNA. Biosynthesis of Sec occurs on tRNA<sup>Sec</sup>, where it is first aminoacylated with serine (Ser) by seryl-tRNA synthetase (SerRS) and then converted to Sec by selenocysteine synthase (SelA) (<xref ref-type="bibr" rid="B25">Fu et al., 2018</xref>). SelA uses selenophosphate as a substrate for this conversion, provided by selenophosphate synthetase (SelD) (<xref ref-type="bibr" rid="B69">Stock and Rother, 2009</xref>). The resulting Sec-tRNA<sup>Sec</sup> is recognized by a specialized elongation factor (SelB) for peptide elongation in the ribosome. SelB resembles the canonical elongation factor EF-Tu, but with a C-terminal extension for interaction with the SECIS element (<xref ref-type="bibr" rid="B69">Stock and Rother, 2009</xref>). This complex and highly regulated path for insertion of Sec (<xref ref-type="fig" rid="F1">Figures 1A, B</xref>) has been an obstacle for recombinant selenoprotein production (<xref ref-type="bibr" rid="B25">Fu et al., 2018</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Selenocysteine (Sec) tRNA structure facilitates translation and insertion of Sec. <bold>(A)</bold> <italic>Escherichia coli</italic> (<italic>Ec</italic>) tRNA<sup>Sec</sup> secondary structure highlights the features which facilitate its natural biosynthesis and insertion into the growing polypeptide chain. The long variable arm and G73 discriminator base (dark blue) are recognized by <italic>Ec</italic> seryl-tRNA synthetase (SerRS) for initial aminoacylation with Ser. Conversion of Ser to Sec occurs through <italic>Ec</italic> selenocysteine synthase (SelA) which recognizes the D-arm and (8/5) acceptor domain (teal). This 13 bp acceptor domain discriminates tRNA<sup>Sec</sup> from canonical tRNAs and enables recognition by a specialized elongation factor, <italic>Ec</italic> SelB (maroon), for insertion into the ribosome. <bold>(B)</bold> <italic>Ec</italic> SelB also recognizes an mRNA hairpin [Sec insertion sequence (SECIS) element] that is immediately downstream of the UGA codon for insertion of Sec. Degradation of used selenoproteins releases Sec which is a substrate for <italic>Ec</italic> Sec lyase (SufS), converting the amino acid to alanine (Ala) and releasing selenium (Se). Se is then converted to selenophosphate (SeP) by selenophosphate synthetase (SelD) where it re-enters the biosynthesis path. <bold>(C)</bold> allo-tRNA<sup>UTu1</sup> secondary structure highlights the features which facilitate a simpler biosynthesis and insertion path for Sec in bacteria. The long variable arm and G73 discriminator base (dark blue) are recognized by <italic>Ec</italic> SerRS while the D-arm and (9/3) acceptor domain (teal) are recognized by <italic>Aeromonas salmonicida</italic> (<italic>As</italic>) SelA. Elongation of allo-tRNA<sup>UTu1</sup> and insertion of Sec into the polypeptide chain occurs with <italic>Ec</italic> EF-Tu (maroon) which does not require the restrictive SECIS element. <bold>(D)</bold> The pSecUAG-Evol plasmid harbors additional enzymes that are recombinantly expressed (underlined) to promote Sec insertion in this simplified path. Selenoprotein degradation, including that of the additional <italic>Treponema denticola</italic> (<italic>Td</italic>) Trx1 releases Sec which is converted to Ala by both recombinant and endogenous SufS. To increase conversion of Se to SeP, both <italic>As</italic> SelD and <italic>Ec</italic> SelD are present.</p>
</caption>
<graphic xlink:href="fctls-02-1089176-g001.tif"/>
</fig>
<p>In this perspective, we discuss the details of an emerging technology for site-specific Sec insertion in <italic>Escherichia coli</italic> and how it can be adapted to cell factories. We focus on applying these cell factories for hydrogen production, highlighting recent evidence on the novel properties imparted by Sec on hydrogenases.</p>
</sec>
<sec id="s2">
<title>2 Engineering tRNAs for SECIS-independent selenocysteine insertion</title>
<p>The complicated biosynthesis of Sec is facilitated by the tRNA<sup>Sec</sup> structure, its main distinguishing factor being a 13 bp acceptor domain (acceptor stem and T-stem combined). This promotes recognition by SelB and reduces EF-Tu binding which favors the canonical 7/5 tRNA structure (12 bp acceptor domain) (<xref ref-type="bibr" rid="B38">Krahn et al., 2020</xref>). SelB also requires recognition of the SECIS element to facilitate insertion of Sec. This interaction controls the position of Sec within a protein, but it restricts the ability to overexpress these proteins or make novel selenoproteins (<xref ref-type="bibr" rid="B10">Cheng and Arn&#xe9;r, 2017</xref>). Therefore, to remove these restrictions, it was hypothesized that a tRNA could be engineered to biosynthesize Sec but be inserted in the ribosome by EF-Tu (<xref ref-type="bibr" rid="B3">Aldag et al., 2013</xref>; <xref ref-type="bibr" rid="B45">Miller et al., 2015</xref>; <xref ref-type="bibr" rid="B71">Thyer et al., 2015</xref>). Taking advantage of prior knowledge on the tRNA<sup>Sec</sup> elements required to interact with each protein in this pathway (<xref ref-type="bibr" rid="B38">Krahn et al., 2020</xref>), one can strategically engineer a tRNA for SECIS-independent Sec insertion.</p>
<p>The discovery of allo-tRNAs, a group of tRNAs with novel secondary structure (<xref ref-type="bibr" rid="B79">Mukai et al., 2017</xref>), provided a scaffold for engineering a tRNA to insert Sec in an EF-Tu dependent manner. Allo-tRNAs are found to have 12 bp acceptor domains in a 9/3 or 8/4 configuration, unlike the 7/5 configuration of canonical tRNAs (<xref ref-type="fig" rid="F1">Figure 1C</xref>). This alternate arrangement of the acceptor stem and T-stem does not appear to limit its binding to EF-Tu (<xref ref-type="bibr" rid="B79">Mukai et al., 2017</xref>), nor does it affect the distance between the acceptor stem and anticodon (<xref ref-type="bibr" rid="B80">Prabhakar et al., 2022</xref>). The anticodon is not a recognition element for any of the involved enzymes in Sec biosynthesis (<xref ref-type="bibr" rid="B38">Krahn et al., 2020</xref>), therefore it can be manipulated for readthrough of Sec at a UAG codon in addition to its natural suppression at a UGA codon (<xref ref-type="bibr" rid="B79">Mukai et al., 2017</xref>; <xref ref-type="bibr" rid="B49">Mukai et al., 2018</xref>). Moreover, some allo-tRNAs have features that resemble tRNA<sup>Sec</sup>, namely the G73 discriminator base, long variable arm, and unique D-arm. The first two features are key identity elements required for SerRS recognition, while the latter is recognized by SelA (<xref ref-type="fig" rid="F1">Figure 1C</xref>) (<xref ref-type="bibr" rid="B38">Krahn et al., 2020</xref>). For these reasons, allo-tRNAs became the backbone for tRNA engineering in a rewired Sec translation path (<xref ref-type="fig" rid="F1">Figure 1D</xref>) (<xref ref-type="bibr" rid="B49">Mukai et al., 2018</xref>).</p>
<p>Since it was confirmed that allo-tRNAs could be efficiently recognized by EF-Tu (<xref ref-type="bibr" rid="B79">Mukai et al., 2017</xref>), it was imperative to ensure that only Sec would get inserted into the protein. Unlike SelB which preferentially recognizes Sec-tRNA over Ser-tRNA (<xref ref-type="bibr" rid="B81">Leibundgut et al., 2005</xref>), EF-Tu only requires the presence of an amino acid on the tRNA (<xref ref-type="bibr" rid="B61">Schrader et al., 2011</xref>). Therefore, a closer investigation of the SelA and tRNA<sup>Sec</sup> interaction was required to promote Ser to Sec conversion. In addition to the D-arm, <italic>E. coli</italic> SelA also recognizes the 13 bp acceptor domain of tRNA<sup>Sec</sup> (<xref ref-type="bibr" rid="B38">Krahn et al., 2020</xref>). To promote interaction with allo-tRNAs, <italic>Aeromonas salmonicida</italic> (<italic>As</italic>), a close relative of <italic>E. coli</italic>, was found to have a SelA enzyme able to recognize 12 bp acceptor domain tRNAs. This major change accommodated Sec conversion on allo-tRNAs and was further enhanced by engineering the D-arm of allo-tRNAs to resemble that of <italic>As</italic> tRNA<sup>Sec</sup> (<xref ref-type="fig" rid="F1">Figure 1C</xref>) (<xref ref-type="bibr" rid="B49">Mukai et al., 2018</xref>).</p>
<p>The unique 9/3 structure of allo-tRNAs facilitate Sec biosynthesis and recognition by EF-Tu but does not provide any evidence as to how well it is accepted by the ribosome. Structural analysis and single-molecule translation studies revealed that the 9/3 acceptor domain does not interfere with translation. Instead, it was the rigidity of the variable arm affecting translocation of the allo-tRNA from the A- to the P-site of the ribosome. A single point mutation to disrupt the tertiary interaction in the central loop of the tRNA increased the flexibility of the variable arm to promote Sec insertion (<xref ref-type="bibr" rid="B80">Prabhakar et al., 2022</xref>).</p>
<p>The strategy of engineering allo-tRNAs for EF-Tu dependent translation has resulted in improved Sec incorporation compared to tRNAs engineered as a hybrid of tRNA<sup>Sec</sup> and tRNA<sup>Ser</sup> (<xref ref-type="bibr" rid="B3">Aldag et al., 2013</xref>; <xref ref-type="bibr" rid="B45">Miller et al., 2015</xref>; <xref ref-type="bibr" rid="B71">Thyer et al., 2015</xref>). The structure of allo-tRNAs has decoupled Sec translation from SelB and likewise the SECIS-element to facilitate Sec insertion into any position in the protein (<xref ref-type="bibr" rid="B49">Mukai et al., 2018</xref>). The versatility to site-specifically insert Sec and the enhanced chemical properties imposed by this amino acid makes it attractive for use in C1 microbial factories.</p>
<sec id="s2-1">
<title>2.1 Adapting Sec translation in bacterial cell systems</title>
<p>The expression of allo-tRNAs in bacterial cell systems is mediated through a plasmid, specifically the pSecUAG-Evol plasmid series (<xref ref-type="bibr" rid="B49">Mukai et al., 2018</xref>; <xref ref-type="bibr" rid="B12">Chung et al., 2021</xref>). pSecUAG-Evol contains an allo-tRNA gene under an araC promoter plus other protein genes which have been found to enhance Sec insertion: i) <italic>As</italic> SelA to facilitate Ser to Sec conversion on allo-tRNAs and ii) <italic>As</italic> SelD, iii) <italic>Treponema denticola</italic> (<italic>Td</italic>) Trx1 and iv) mutant <italic>E. coli</italic> Sec lyase (SufS_C364A) to increase available selenium. With this plasmid, only two endogenous components from the host are required: i) SerRS for initial Ser aminoacylation and ii) EF-Tu to facilitate elongation in the ribosome. Endogenously expressed <italic>E. coli</italic> SelD and SufS are not essential to the path but can assist the recombinantly expressed proteins (<italic>As</italic> SelD and <italic>Ec</italic> SufS_C364A) to promote Sec insertion (<xref ref-type="fig" rid="F1">Figure 1D</xref>).</p>
<p>The effectiveness of using allo-tRNAs for Sec insertion in <italic>E. coli</italic> suggests that they can also be adapted in bacterial cell factories. These factories can be composed of organisms from the genus <italic>Clostridium</italic> (<xref ref-type="bibr" rid="B40">Liew et al., 2016</xref>). For example, metabolically engineered <italic>Clostridium autoethanogenum</italic> is used to increase production of ethanol from carbon fixation (<xref ref-type="bibr" rid="B82">Liew et al., 2017</xref>). <italic>C. autoethanogenum</italic>, like <italic>E. coli</italic>, contains machinery for Sec incorporation, as seen by the presence of selenium containing formate dehydrogenase (<xref ref-type="bibr" rid="B1">Abubackar et al., 2015</xref>). Therefore, some of the proteins used for endogenous Sec insertion can also assist in recombinant expression. Furthermore, the &#x3e;70% homology of both EF-Tu and SerRS in <italic>C. autoethanogenum</italic> compared to <italic>E. coli</italic> suggest that allo-tRNAs can potentially be serylated and recognized for elongation in these organisms.</p>
<p>The comparable machineries indicates that the pSecUAG-Evol plasmid system used in <italic>E. coli</italic> could be adapted for use in <italic>C. autoethanogenum</italic>. Optimization to determine the requirement or replacement of <italic>As</italic> SelD, <italic>Td</italic> Trx1 and <italic>Ec</italic> SufS_C364A to promote Sec insertion may be needed. These three proteins were added to increase the amount of available selenium in the cells without inducing cellular toxicity from additional selenium supplementation (<xref ref-type="bibr" rid="B49">Mukai et al., 2018</xref>). Codon usage in <italic>E. coli</italic> and <italic>Clostridium</italic> species also differs. Therefore, for optimal protein expression from the pSecUAG-Evol plasmid, codon optimization of these mRNA sequences would be preferable. As has been observed with <italic>E. coli</italic>, the expression levels of these additional proteins can be burdensome on the organism, therefore is should not be assumed that maximal expression levels are optimal (<xref ref-type="bibr" rid="B49">Mukai et al., 2018</xref>).</p>
<p>Another important consideration when adapting this system to bacterial cell factories, is the concentration and form of selenium donor that is being used. Some organisms tolerate different concentrations of sodium selenite (the selenium donor used in <italic>E. coli</italic>) before it inhibits their growth. However, other sources of selenium, such as selenomethionine can also be used and may be preferable for that organism (<xref ref-type="bibr" rid="B46">Mony and Larras-Regard, 2000</xref>).</p>
</sec>
</sec>
<sec id="s3">
<title>3 Hydrogenases as a target for selenocysteine incorporation</title>
<p>Hydrogenases, found across diverse microorganisms, are a class of enzymes that carry out essential functions in hydrogen metabolism (<xref ref-type="bibr" rid="B73">Vignais and Billoud, 2007</xref>; <xref ref-type="bibr" rid="B8">Calusinska et al., 2010</xref>; <xref ref-type="bibr" rid="B57">Peters et al., 2015</xref>; <xref ref-type="bibr" rid="B31">Greening et al., 2016</xref>). Two major classes of hydrogenases named according to the metal centers in their active site, [NiFe]- and [FeFe]-hydrogenases, catalyze the reversible oxidation of H<sub>2</sub> gas from electrons and protons (2H<sup>&#x2b;</sup> &#x2b; 2e<sup>&#x2212;</sup> &#x21c6; H<sub>2</sub>) (<xref ref-type="fig" rid="F2">Figure 2</xref>) (<xref ref-type="bibr" rid="B41">Lubitz et al., 2014</xref>). A subset of [NiFe]-hydrogenases, the [NiFeSe]-hydrogenase, contains Sec in place of a Cys ligand in the active site (<xref ref-type="bibr" rid="B26">Garcin et al., 1999</xref>; <xref ref-type="bibr" rid="B43">Marques et al., 2010</xref>; <xref ref-type="bibr" rid="B74">Volbeda et al., 2013</xref>). A third class of hydrogenases, the Fe-hydrogenases, contain a mono-nuclear Fe active site and activates H<sub>2</sub> in the presence of the substrate methylenetetrahydromethanopterin (<xref ref-type="bibr" rid="B65">Shima et al., 2008</xref>). Due to the ability of the [NiFe]- and [FeFe]-hydrogenases to achieve high reaction rates under ambient conditions, these enzymes and respective active-site structures serve as design models for bio-mimetic and bio-inspired catalysts (<xref ref-type="bibr" rid="B68">Simmons et al., 2014</xref>; <xref ref-type="bibr" rid="B60">Schilter et al., 2016</xref>; <xref ref-type="bibr" rid="B18">Dutta et al., 2018</xref>; <xref ref-type="bibr" rid="B36">Kleinhaus et al., 2021</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Cut-away views of <bold>(A)</bold> the active site of the [NiFe]-hydrogenase Hyd-1 from <italic>Escherichia coli</italic> (PDB: 5A4M), <bold>(B)</bold> the active site of the [NiFeSe]-hydrogenase from <italic>Desulfovibrio vulgaris</italic> Hildenborough (PDB: 5JSK), and <bold>(C)</bold> the H-cluster active site of the [FeFe]-hydrogenase CpI from <italic>Clostridium pasteurianum</italic> (PDB: 3C8Y). Coloring scheme: C, white; O, red; N, blue; S, yellow-orange; Se, orange; Ni, green; Fe, rust.</p>
</caption>
<graphic xlink:href="fctls-02-1089176-g002.tif"/>
</fig>
<p>While the catalytic activation of H<sub>2</sub> is reversible, the [NiFe]- and [FeFe]-hydrogenases often display a catalytic bias which is reflected by dis-proportionate reactions rates for the H<sub>2</sub> oxidation and evolution directions (<xref ref-type="bibr" rid="B50">Mulder et al., 2021</xref>). This underscores the enzymes function in H<sub>2</sub> metabolism, making them ideal targets for renewable H<sub>2</sub> production and storage technologies through coupling to other reductive or oxidative reactions (<xref ref-type="bibr" rid="B62">Schuchmann et al., 2018</xref>). By example, electrons generated by the H<sub>2</sub> oxidation reaction from [FeFe]-hydrogenase can be coupled to reductive processes such as CO<sub>2</sub> reduction to formate (<xref ref-type="bibr" rid="B63">Schuchmann and M&#xfc;ller, 2013</xref>). Conversely, the H<sub>2</sub> evolution reaction is often coupled to oxidation of mobile electron-carriers such as ferredoxin or NADPH in anaerobic fermentation. Green algae and cyanobacteria type hydrogenases play an important role in photosynthetic H<sub>2</sub> production, through coupling electrons generated from the water splitting reaction to H<sub>2</sub> evolution (<xref ref-type="bibr" rid="B2">Akhlaghi and Najafpour-Darzi, 2020</xref>; <xref ref-type="bibr" rid="B37">Kosourov et al., 2021</xref>).</p>
<sec id="s3-1">
<title>3.1 [NiFe]- and [NiFeSe]-hydrogenases</title>
<p>[NiFe]-hydrogenases contain an active site with the Ni and Fe metals bridged together by Cys residues (<xref ref-type="fig" rid="F2">Figure 2A</xref>) (<xref ref-type="bibr" rid="B75">Volbeda et al., 1995</xref>; <xref ref-type="bibr" rid="B64">Shafaat et al., 2013</xref>; <xref ref-type="bibr" rid="B41">Lubitz et al., 2014</xref>; <xref ref-type="bibr" rid="B57">Peters et al., 2015</xref>; <xref ref-type="bibr" rid="B54">Ogata et al., 2016</xref>). The Ni in the active site is coordinated by four Cys ligands: two bridging Cys thiolate ligands connect the Ni to the Fe and two terminal Cys thiolate ligands are located at the Ni. Furthermore, the Fe is coordinated by two CN<sup>&#x2212;</sup> molecules and one CO molecule. The [NiFeSe]-hydrogenases share a similar active site (<xref ref-type="fig" rid="F2">Figure 2B</xref>), whereas one of the Cys ligands is Sec. Nearby non-coordinating conserved residues by the protein scaffold play important roles in tuning the active site for reversible H<sub>2</sub> oxidation reaction through hydrogen-bonding interactions (<xref ref-type="bibr" rid="B7">Brooke et al., 2017</xref>). Conserved Asp and Arg residues found distal to the bridging Cys ligands are necessary for efficient H<sub>2</sub> oxidation (<xref ref-type="bibr" rid="B21">Evans et al., 2016</xref>; <xref ref-type="bibr" rid="B72">Vansuch et al., 2020</xref>), whereas a conserved Glu residue adjacent to the terminal Cys acts as the universal proton gate to the active site (<xref ref-type="bibr" rid="B14">Dementin et al., 2004</xref>; <xref ref-type="bibr" rid="B20">Evans et al., 2018</xref>). Outside of the active site environment, there exist FeS clusters which allow for long-range transfer of electrons. The O<sub>2</sub>-tolerant [NiFe]-hydrogenases (Group 1D) contain a unique proximal [4Fe-3S]6-Cys ligated cluster in relation to the active site that can reduce O<sub>2</sub> to water, preventing a loss of catalytic activity (<xref ref-type="bibr" rid="B24">Fritsch et al., 2011</xref>; <xref ref-type="bibr" rid="B29">Goris et al., 2011</xref>; <xref ref-type="bibr" rid="B66">Shomura et al., 2011</xref>). On the other hand, O<sub>2</sub>-sensitive [NiFe]-hydrogenases do not have all 6 Cys residues present in this FeS cluster, which has been suggested to cause O<sub>2</sub>-sensitivity. [NiFeSe]-hydrogenases (Group 1A) are reported to have higher activity for producing H<sub>2</sub> while [NiFe]-hydrogenases are typically biased for H<sub>2</sub> oxidation (<xref ref-type="bibr" rid="B55">Parkin et al., 2008</xref>).</p>
<p>The [NiFe]-hydrogenases lose much of their catalytic activity in the presence of O<sub>2</sub>. In some [NiFe]-hydrogenases they regain activity once the O<sub>2</sub> dissipates, but in others they require proton reduction before they become active again (<xref ref-type="bibr" rid="B64">Shafaat et al., 2013</xref>; <xref ref-type="bibr" rid="B54">Ogata et al., 2016</xref>). Those enzymes capable of oxidizing H<sub>2</sub> in the presence of oxygen (albeit at a lower level) are deemed O<sub>2</sub> tolerant. The catalytic mechanism of [NiFe]-hydrogenases has been well-studied for use in biotechnological applications, however the requirement to work in an aerobic environment reduces the feasibility of this endeavor.</p>
<p>As we begin to understand the role of Sec in [NiFeSe]-hydrogenases, there may be a solution unraveling to the O<sub>2</sub> sensitivity roadblock. Initial studies looking at a natural [NiFeSe]-hydrogenase, investigated the effects of Sec to Cys substitution on its activity and O<sub>2</sub> tolerance. The presence of a Cys instead of a Sec at the active site reduced Ni incorporation, H<sub>2</sub> production activity, and O<sub>2</sub> tolerance of the enzyme (<xref ref-type="bibr" rid="B44">Marques et al., 2017</xref>). In an opposite study, effects of a Cys to Sec substitution in a natural [NiFe]-hydrogenase were investigated (<xref ref-type="bibr" rid="B22">Evans et al., 2021</xref>). Regardless of the position of the Sec substitution in the active site, the H<sub>2</sub> oxidation activity was reduced, and no H<sub>2</sub> production activity was observed. On the other hand, substituting a Sec residue in the same position as what is observed in natural [NiFeSe]-hydrogenases, significantly increases the O<sub>2</sub> tolerance (<xref ref-type="bibr" rid="B22">Evans et al., 2021</xref>).</p>
<p>These combined results suggest that the presence of Sec in the active site is not the only factor affecting a shift to H<sub>2</sub> production activity. Rather the surrounding environment of the catalytic active site also influences the capability of [NiFe]-hydrogenases to oxidize or produce H<sub>2</sub>. However, the evidence is convincing that the presence of selenium increases O<sub>2</sub> tolerance. This is the opposite to what one may expect given that selenium is readily oxidized. While this is true, it appears that the reversibility and ease in reduction of selenium oxides compared to sulfur oxides plays a role in this effect (<xref ref-type="bibr" rid="B42">Maroney and Hondal, 2018</xref>). One suggestion is that the selenium atom acts as a decoy, being preferentially oxidized, and therefore avoiding oxidation and inactivation of the [NiFe]-active site. Further investigation into the details of this chemical behavior still need to be uncovered. Conveying these two important details, [NiFeSe]-hydrogenases can be a solution towards the oxidation inactivation problem, and a promising target for growth in C1 microbes.</p>
</sec>
<sec id="s3-2">
<title>3.2 [FeFe]-hydrogenases</title>
<p>The second major group of hydrogenases, [FeFe]-hydrogenases, contain a complex metallocofactor active site termed the H-cluster and are known to be very active in H<sub>2</sub> production (<xref ref-type="bibr" rid="B41">Lubitz et al., 2014</xref>; <xref ref-type="bibr" rid="B57">Peters et al., 2015</xref>). The H-cluster is comprised of a Cys ligated [4Fe-4S] cluster ([4Fe-4S]<sub>H</sub>) and binuclear iron site ([2Fe]<sub>H</sub>) (<xref ref-type="fig" rid="F2">Figure 2C</xref>) (<xref ref-type="bibr" rid="B56">Peters et al., 1998</xref>; <xref ref-type="bibr" rid="B52">Nicolet et al., 1999</xref>). The two centers are bridged and electronically linked via a Cys thiolate ligand which is the only covalent attachment point for [2Fe]<sub>H</sub> to the protein scaffold (<xref ref-type="bibr" rid="B58">Popescu and M&#xfc;nck, 1999</xref>). This differs from the structure of the [NiFe]-hydrogenase active site, which contains multiple bridging Cys ligands connecting the active site to the protein scaffold. Similar to the [NiFe]-hydrogenase active site, biologically unique CO and CN<sup>&#x2212;</sup> ligands coordinate the Fe atoms of [2Fe]<sub>H</sub>, in addition to a bridging azadithiolate ligand (<xref ref-type="bibr" rid="B67">Silakov et al., 2007</xref>; <xref ref-type="bibr" rid="B6">Berggren et al., 2013</xref>; <xref ref-type="bibr" rid="B19">Esselborn et al., 2013</xref>). The latter plays an important role in H<sub>2</sub> activation. The bridgehead amine can function as a catalytic base (<xref ref-type="bibr" rid="B23">Fan and Hall, 2001</xref>) to the H<sup>&#x2b;</sup> binding site at the distal Fe atom of [2Fe]<sub>H</sub>, providing a key interaction point with a conserved proton-transfer pathway that terminates with a Cys within H-bonding distance of the ligand (<xref ref-type="bibr" rid="B28">Ginovska-Pangovska et al., 2014</xref>; <xref ref-type="bibr" rid="B16">Duan et al., 2018</xref>; <xref ref-type="bibr" rid="B35">Kisgeropoulos et al., 2022</xref>). Numerous site-directed mutagenesis studies have demonstrated the importance of the surrounding protein scaffold of the H-cluster in tuning its electronic properties and catalytic activity (<xref ref-type="bibr" rid="B77">Winkler et al., 2013</xref>; <xref ref-type="bibr" rid="B70">Stripp et al., 2022</xref>). Similar to [NiFe]-hydrogenases, long range potential effects on catalysis are possible through the presence of additional FeS clusters that function in electron-transfer (<xref ref-type="bibr" rid="B30">Greco et al., 2011</xref>; <xref ref-type="bibr" rid="B59">Rodriguez-Maci&#xe1; et al., 2017</xref>; <xref ref-type="bibr" rid="B9">Caserta et al., 2018</xref>). These are present in different subgroups of [FeFe]-hydrogenases by means of ferredoxin-like binding domains present in a modular-like fashion (<xref ref-type="bibr" rid="B51">Mulder et al., 2011</xref>).</p>
<p>Attempts have been made to introduce exogenous hydrogenases into cyanobacteria that can either pair with the endogenous, bidirectional Hox [NiFe]-hydrogenase or operate in engineered strains devoid of Hox and other endogenous uptake [NiFe]-hydrogenases (<xref ref-type="bibr" rid="B17">Ducat et al., 2011</xref>; <xref ref-type="bibr" rid="B27">Gartner et al., 2012</xref>; <xref ref-type="bibr" rid="B34">Khanna and Lindblad, 2015</xref>; <xref ref-type="bibr" rid="B4">Avilan et al., 2018</xref>; <xref ref-type="bibr" rid="B37">Kosourov et al., 2021</xref>). Success was found by expressing an [FeFe]-hydrogenase from the energy demanding nitrogen-fixing <italic>Clostridium acetobutylicum</italic> in non-nitrogen-fixing <italic>Synechococcus elongatus</italic> sp. 7942 (<xref ref-type="bibr" rid="B17">Ducat et al., 2011</xref>). Without the need to use energy from the sun for nitrogen fixation, the sunlight to H<sub>2</sub> conversion was increased. A significant challenge towards these types of approaches is the extreme O<sub>2</sub> sensitivity of [FeFe]-hydrogenases. While certain [FeFe]-hydrogenases such as one from <italic>Clostridium beijerinckii</italic> (CbA5H) are emerging with unique O<sub>2</sub> sensitivity properties (<xref ref-type="bibr" rid="B47">Morra et al., 2016</xref>; <xref ref-type="bibr" rid="B13">Corrigan et al., 2020</xref>; <xref ref-type="bibr" rid="B76">Winkler et al., 2021</xref>; <xref ref-type="bibr" rid="B48">Morra, 2022</xref>), the majority of characterized [FeFe]-hydrogenases are irreversibly inactivated by O<sub>2</sub>. As a result, biohydrogen production must be a delicate process to ensure that [FeFe]-hydrogenases are not inhibited by O<sub>2</sub> produced from light-dependent reactions. This is typically approached by regular aerobic growth of cyanobacteria to generate internal stores of reductants before transferring to an anaerobic atmosphere (with inactivation of photosystem III), to facilitate hydrogenase activity (<xref ref-type="bibr" rid="B17">Ducat et al., 2011</xref>).</p>
<p>These efforts show the potential for increasing H<sub>2</sub> production levels of [FeFe]-hydrogenases, though deeper understanding of the H<sub>2</sub> metabolism in cyanobacteria is necessary (<xref ref-type="bibr" rid="B34">Khanna and Lindblad, 2015</xref>; <xref ref-type="bibr" rid="B37">Kosourov et al., 2021</xref>). A recurring problem is that cyanobacteria are unable to proceed with both light-dependent reactions and [FeFe]-hydrogenase activity at the same time. Taking into consideration the remarkable O<sub>2</sub> tolerance gained by Sec substitution in the active site of a [NiFe]-hydrogenase, there is a prospective application for Sec insertion in the active site of [FeFe]-hydrogenases. Related studies have looked at selenium substitution at the sulfide positions of the H-cluster metal site (<xref ref-type="bibr" rid="B53">Noth et al., 2016</xref>; <xref ref-type="bibr" rid="B33">Kertess et al., 2017</xref>). This is made possible through semi-artificial reconstitution procedures which achieve an active [FeFe]-hydrogenase by addition of a synthetic [2Fe]<sub>H</sub> cluster {[Fe<sub>2</sub>(SCH<sub>2</sub>NHCH<sub>2</sub>S)(CO)<sub>4</sub>(CN)<sub>2</sub>]<sup>2&#x2212;</sup>} into an apo-form of the enzyme only containing [4Fe-4S]<sub>H</sub> (<xref ref-type="bibr" rid="B6">Berggren et al., 2013</xref>; <xref ref-type="bibr" rid="B19">Esselborn et al., 2013</xref>). For one selenium derivative H-cluster containing selenium at the thiolate positions of the azadithiolate ligand (SeCH<sub>2</sub>NHCH<sub>2</sub>Se), a slight increase in catalytic bias toward H<sub>2</sub> evolution was observed, however this was accompanied by a decrease in O<sub>2</sub> stability compared to the native enzyme (<xref ref-type="bibr" rid="B33">Kertess et al., 2017</xref>). Another selenium derivative H-cluster containing selenium at the [4Fe-4S]<sub>H</sub> sulfide positions ([4Fe-4Se]<sub>H</sub>) displayed similar catalytic rates for H<sub>2</sub> evolution compared to the native enzyme (<xref ref-type="bibr" rid="B53">Noth et al., 2016</xref>).</p>
</sec>
</sec>
<sec id="s4">
<title>4 Outlook</title>
<p>We have highlighted an emerging recombinant technology for site-specific Sec insertion into proteins using novel allo-tRNAs in a specially designed plasmid. Furthermore, we have shown its application in hydrogenases and emphasize the transferability of this system into microbial cell factories. The unique chemical properties of Sec makes its incorporation beneficial to engineering hydrogenases with increased or tuned catalytic activity and, perhaps more difficult, O<sub>2</sub> tolerance.</p>
<p>Evidence thus far has investigated the incorporation of Sec in the active site, however other conserved structures such as FeS clusters that function in electron-transfer may also play critical roles in regulating tolerance to oxidative damage. One such example for certain types of [NiFe]-hydrogenases which confer extreme O<sub>2</sub> tolerance, is the presence of a unique [4Fe-3S] cluster proximal to the active site that contains 6 conserved Cys residues (<xref ref-type="bibr" rid="B14">Dementin et al., 2004</xref>; <xref ref-type="bibr" rid="B20">Evans et al., 2018</xref>). O<sub>2</sub> tolerance is lost upon two Cys to Gly mutations and growth of the organisms in high O<sub>2</sub> concentrations was affected (<xref ref-type="bibr" rid="B29">Goris et al., 2011</xref>). Although the tendency has been to substitute Sec for Cys in the active site, this suggests that other FeS cluster electron-transfer centers which are widely present among diverse [NiFe]- and [FeFe]-hydrogenases may also be suitable targets.</p>
<p>While we stress the substitution of Sec in hydrogenases and use in H<sub>2</sub> production, the unique chemical properties of Sec can be harnessed in any protein when engineering microbial cell factories. Specifically, enhancing catalytic properties to enzymes which use Cys in their active site is on the top of the list.</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/Supplementary Material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>AP, DM, and NK wrote the manuscript. NK conceptualized the idea. NK and DS edited the manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by grants from the National Institute of General Medical Sciences (R35GM122560-05S1 to DS) and the Department of Energy Office of Basic Energy Sciences (DE-FG0298ER2031 to DS). For research on hydrogenases, DM was supported by funds from the U.S. Department of Energy Office of Basic Energy Sciences, Division of Chemical Sciences, Geosciences, and Biosciences, Photosynthetic Systems Program. This work was authored in part by the Alliance for Sustainable Energy, LLC, the manager and operator of the National Renewable Energy Laboratory for the U.S. Department of Energy (DOE) under Contract No. DE-AC36-08GO28308. The U.S. Government retains and the publisher, by accepting the article for publication, acknowledges that the U.S. Government retains a non-exclusive, paid-up, irrevocable, worldwide license to publish or reproduce the published form of this work, or allow others to do so, for U.S. Government purposes.</p>
</sec>
<ack>
<p>We would like to thank Fraser Armstrong and Rhiannon Evans for critical discussions.</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>
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