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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2022.875843</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Identification of the Biosynthetic Pathway of Glycine Betaine That Is Responsible for Salinity Tolerance in Halophilic <italic>Thioalkalivibrio versutus</italic> D301</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Mengshuang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Hui</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Mei</surname> <given-names>Fangtong</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Yang</surname> <given-names>Niping</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhao</surname> <given-names>Dahe</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/985693/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Ai</surname> <given-names>Guomin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Xiang</surname> <given-names>Hua</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/48402/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zheng</surname> <given-names>Yanning</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1678736/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>College of Life Science, University of Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>CAS Key Laboratory of Bio-based Materials, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences</institution>, <addr-line>Qingdao</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>College of Environment, Hohai University</institution>, <addr-line>Nanjing</addr-line>, <country>China</country></aff>
<aff id="aff5"><sup>5</sup><institution>School of Life Sciences, Hebei University</institution>, <addr-line>Baoding</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Wen-Jun Li, Sun Yat-sen University, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Jianmin Xing, Institute of Process Engineering (CAS), China; Shi-Hong Zhang, Jilin University, China; Rosa Mar&#x00ED;a Mart&#x00ED;nez-Espinosa, University of Alicante, Spain</p></fn>
<corresp id="c001">&#x002A;Correspondence: Yanning Zheng, <email>zhengyn@im.ac.cn</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Extreme Microbiology, a section of the journal Frontiers in Microbiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>875843</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Liu, Liu, Mei, Yang, Zhao, Ai, Xiang and Zheng.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Liu, Liu, Mei, Yang, Zhao, Ai, Xiang and Zheng</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><italic>Thioalkalivibrio versutus</italic> D301 has been widely used in the biodesulfurization process, as it is capable of oxidizing hydrogen sulfide to elemental sulfur under strongly halo-alkaline conditions. Glycine betaine contributes to the increased tolerance to extreme environments in some of <italic>Thioalkalivibrio</italic> species. However, the biosynthetic pathway of glycine betaine in <italic>Thioalkalivibrio</italic> remained unknown. Here, we found that genes associated with nitrogen metabolism of <italic>T. versutus</italic> D301 were significantly upregulated under high-salt conditions, causing the enhanced production of glycine betaine that functions as a main compatible solute in response to the salinity stress. Glycine betaine was synthesized by glycine methylation pathway in <italic>T. versutus</italic> D301, with glycine <italic>N</italic>-methyltransferase (GMT) and sarcosine dimethylglycine <italic>N</italic>-methyltransferase (SDMT) as key enzymes in this pathway. Moreover, substrate specificities of GMT and SDMT were quite different from the well characterized enzymes for glycine methylation in halophilic <italic>Halorhodospira halochloris</italic>. Our results illustrate the glycine betaine biosynthetic pathway in the genus of <italic>Thioalkalivibrio</italic> for the first time, providing us with a better understanding of the biosynthesis of glycine betaine in haloalkaliphilic <italic>Thioalkalivibrio</italic>.</p>
</abstract>
<kwd-group>
<kwd>glycine betaine</kwd>
<kwd>biosynthetic pathway</kwd>
<kwd><italic>Thioalkalivibrio versutus</italic></kwd>
<kwd>glycine <italic>N</italic>-methyltransferase</kwd>
<kwd>sarcosine dimethylglycine <italic>N</italic>-methyltransferase</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="43"/>
<page-count count="10"/>
<word-count count="6335"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Microbes face many challenges in halo-alkaline environments, which impose high extracellular osmotic pressures on microbial cells. To avoid the outflow of intracellular water and maintain the functions of biomacromolecules, microbes mainly adopt &#x201C;salt-in&#x201D; and &#x201C;compatible solute&#x201D; strategies to balance the intra- and extracellular osmotic pressures (<xref ref-type="bibr" rid="B17">Gunde-Cimerman et al., 2018</xref>). The &#x201C;salt-in&#x201D; strategy used by many halophilic archaea and a few halophilic bacteria is to increase the intracellular osmotic pressure by accumulating high concentrations of inorganic salts (mainly KCl) (<xref ref-type="bibr" rid="B9">Christian and Waltho, 1962</xref>; <xref ref-type="bibr" rid="B16">Ginzburg et al., 1970</xref>; <xref ref-type="bibr" rid="B11">Eisenberg and Wachtel, 1987</xref>; <xref ref-type="bibr" rid="B17">Gunde-Cimerman et al., 2018</xref>). Microorganisms that use salt-in strategy usually have an acidic proteome to adapt to the intracellular high-salt content, which is necessary for acidic proteins to maintain their structural stabilities and functional activities (<xref ref-type="bibr" rid="B36">Reistad, 1970</xref>; <xref ref-type="bibr" rid="B26">Lanyi, 1974</xref>; <xref ref-type="bibr" rid="B10">Dennis and Shimmin, 1997</xref>). Therefore, microorganisms utilizing &#x201C;salt-in&#x201D; strategy are highly dependent on high-salt environments and generally unable to survive under low-salt conditions. Microorganisms that use &#x201C;compatible solute&#x201D; strategy can synthesize or import small organic molecules called compatible solutes to maintain the osmotic balance of cells (<xref ref-type="bibr" rid="B21">Kempf and Bremer, 1998</xref>). The compatible solutes mainly include sugars, polyols, amino acids, and their derivatives (<xref ref-type="bibr" rid="B15">Galinski and Truper, 1994</xref>; <xref ref-type="bibr" rid="B38">Roberts, 2005</xref>). The accumulation of compatible solutes will increase the intracellular osmolarity without interfering with the normal cellular activities (<xref ref-type="bibr" rid="B7">Brown, 1976</xref>). Given microorganisms using compatible solutes can better adapt to environmental fluctuations than those using &#x201C;salt-in&#x201D; strategy, &#x201C;compatible solute&#x201D; strategy is more widely adopted by microbes inhabiting halo-alkaline environments.</p>
<p>Haloalkaliphilic <italic>Thioalkalivibrio</italic> species are a class of obligate chemoautotrophs using reduced sulfur compound as energy source and carbon dioxide (CO<sub>2</sub>) as carbon source (<xref ref-type="bibr" rid="B40">Sorokin et al., 2001</xref>). They live in environments of different pHs and salinities, ranging from 7.5 to 10.5 and 0.3 to 4.0 M Na<sup>+</sup>, respectively (<xref ref-type="bibr" rid="B40">Sorokin et al., 2001</xref>). Members of <italic>Thioalkalivibrio</italic> genus mainly employ &#x201C;compatible solute&#x201D; strategy to balance the intra- and extracellular osmotic pressures and then survive in high-salt environments (<xref ref-type="bibr" rid="B3">Banciu et al., 2004a</xref>,<xref ref-type="bibr" rid="B4">b</xref>, <xref ref-type="bibr" rid="B5">2005</xref>). N-containing glycine betaine was detected in <italic>Thioalkalivibrio halophilus</italic> when grown in 4 M NaCl and 4 M soda media, with osmotic pressures of 9.3 and 5 osm/kg, respectively (<xref ref-type="bibr" rid="B3">Banciu et al., 2004a</xref>). The extracellular osmotic pressure but not just the concentration of Na<sup>+</sup> determines the biosynthesis of glycine betaine, given that a higher osmotic pressure contributes to a higher level of glycine betaine. Besides, a osmolarity-dependent production of glycine betaine was also observed in <italic>Thioalkalivibrio versutus</italic> ALJ 15 (<xref ref-type="bibr" rid="B5">Banciu et al., 2005</xref>). In addition, glycine betaine confers resistance to the low-temperature pressure in two moderately halophilic <italic>Thioalkalivibrio</italic> strains (<xref ref-type="bibr" rid="B1">Ahn et al., 2021</xref>). Though glycine betaine is of great importance for <italic>Thioalkalivibrio</italic> to keep them alive in extreme environments, the biosynthetic pathway of glycine betaine is still unclear in <italic>Thioalkalivibrio</italic> species.</p>
<p>The choline oxidation pathway and glycine methylation pathway are two pathways that have already been known for the biosynthesis of glycine betaine (<xref ref-type="fig" rid="F1">Figure 1</xref>). In the choline oxidation pathway, choline is converted to glycine betaine by choline dehydrogenase and betaine-aldehyde dehydrogenase, with betaine-aldehyde as the intermediate (<xref ref-type="bibr" rid="B25">Landfald and Strom, 1986</xref>; <xref ref-type="bibr" rid="B6">Boyd et al., 1991</xref>). In addition, choline oxidase alone is also able to convert choline to glycine betaine (<xref ref-type="bibr" rid="B12">Fan et al., 2004</xref>). In the glycine methylation pathway, S-adenosyl-L-methionine (SAM)-dependent <italic>N</italic>-methyltransferases catalyze the conversion of glycine to glycine betaine by the addition of three methyl groups to its amino group, with sarcosine and dimethylglycine as the intermediates. The substrate specificities of SAM-dependent <italic>N</italic>-methyltransferases that catalyze the conversion of glycine to glycine betaine vary from organism to organism. A single glycine sarcosine dimethylglycine <italic>N</italic>-methyltransferase (TpGSDMT) can complete the whole conversion process in <italic>Thalassiosira pseudonana</italic> (<xref ref-type="bibr" rid="B20">Kageyama et al., 2018</xref>). More commonly, two enzymes are involved in the three methylation reactions in halophiles, such as glycine sarcosine <italic>N</italic>-methyltransferase (GSMT)/sarcosine dimethylglycine <italic>N</italic>-methyltransferase (SDMT) in <italic>Halorhodospira halochloris</italic> (formerly <italic>Ectothiorhodospira halochloris</italic>) and <italic>Methanohalophilus portucalensis</italic> (<xref ref-type="bibr" rid="B33">Nyyssola et al., 2000</xref>, <xref ref-type="bibr" rid="B34">2001</xref>; <xref ref-type="bibr" rid="B24">Lai and Lai, 2011</xref>), and glycine sarcosine <italic>N</italic>-methyltransferase (GSMT)/dimethylglycine <italic>N</italic>-methyltransferase (DMT) in <italic>Aphanothece halophytica</italic> and <italic>Synechococcus sp</italic>. (<xref ref-type="bibr" rid="B42">Waditee et al., 2003</xref>; <xref ref-type="bibr" rid="B27">Lu et al., 2006</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Glycine betaine biosynthetic pathways in microorganisms. <bold>(A)</bold> The choline oxidation pathway in <italic>E. coli</italic>. BetA, choline dehydrogenase; BetB, betaine-aldehyde dehydrogenase. <bold>(B)</bold> The glycine methylation pathway in <italic>H. halochloris.</italic> GSMT, glycine sarcosine <italic>N</italic>-methyltransferase; SDMT, sarcosine dimethylglycine <italic>N</italic>-methyltransferase.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-13-875843-g001.tif"/>
</fig>
<p><italic>Thioalkalivibrio versutus</italic> D301, a strain widely used in biodesulfurization industry, contains a 2,969,361-bp circular chromosome (<xref ref-type="bibr" rid="B30">Mu et al., 2016</xref>, <xref ref-type="bibr" rid="B28">2021</xref>). The genes coding for choline oxidation pathway are absent in the genome of <italic>T. versutus</italic> D301, but a set of chromosomal genes (<italic>TVD_RS00875</italic> and <italic>TVD_RS00880</italic>) homologous to the <italic>GSMT</italic> and <italic>SDMT</italic> genes from <italic>H. halochloris</italic> are available. Though <italic>Thioalkalivibrio</italic> has a close phylogenetic relationship to <italic>Halorhodospira</italic>, it is still unclear whether SAM-dependent <italic>N</italic>-methyltransferases from <italic>Thioalkalivibrio</italic> species also catalyze the conversion of glycine to glycine betaine (<xref ref-type="bibr" rid="B34">Nyyssola et al., 2001</xref>; <xref ref-type="bibr" rid="B40">Sorokin et al., 2001</xref>). So far, no study has been carried out to characterize the glycine methylation pathway of <italic>Thioalkalivibrio</italic> species. Here, we show that N-containing glycine betaine is a main compatible solute in <italic>Thioalkalivibrio versutus</italic>. We also show that the glycine <italic>N</italic>-methyltransferase (TvGMT) and sarcosine dimethylglycine <italic>N</italic>-methyltransferase (TvSDMT) are responsible for the conversion of glycine to glycine betaine by adding three methyl groups to the amino group of glycine.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Bacterial Strains and Growth Conditions</title>
<p><italic>Thioalkalivibrio versutus</italic> D301 was grown aerobically on a slightly modified TD medium supplemented with 10 g/L NaHCO<sub>3</sub> (Low-salt medium, 0.4 M Na<sup>+</sup>) or 10 g/L NaHCO<sub>3</sub> plus 152 g/L NaCl (High-salt medium, 3.0 M Na<sup>+</sup>) at 30&#x00B0;C and 200 rpm (<xref ref-type="bibr" rid="B30">Mu et al., 2016</xref>, <xref ref-type="bibr" rid="B29">2017</xref>). The pH of the modified TD media was adjusted to 9.5 with 2 M hydrochloric acid. <italic>E. coli</italic> BL21(DE3) grown in Luria-Bertani (LB) medium was used to overexpress the target enzymes of interest. Cultures of <italic>E. coli</italic> growing at 37&#x00B0; and 200 rpm were switched to incubation at 30&#x00B0; and 160 rpm for overexpression of proteins. When appropriate, <italic>E. coli</italic> cultures were supplemented with kanamycin at 50 &#x03BC;g/mL.</p>
</sec>
<sec id="S2.SS2">
<title>Transcriptome Sequencing and Functional Enrichment Analysis of Differentially Expressed Genes</title>
<p><italic>Thioalkalivibrio versutus</italic> cultures grown under low-salt and high-salt conditions were collected at the late exponential growth phase for transcriptome sequencing, which was carried out by Majorbio Bio-Pharm Technology Co., Ltd. (Shanghai, China). The transcriptome sequencing data were deposited in NCBI<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> with BioProjects accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJNA812740">PRJNA812740</ext-link>. After the quality control of raw reads was completed, clean reads were obtained and then mapped to the reference genome of <italic>T. versutus</italic> D301 (CP011367) using Bowtie 2 (version 2.3.5) (<xref ref-type="bibr" rid="B30">Mu et al., 2016</xref>). The fragments per kilobase of transcript per million mapped reads (FPKM) calculated by RSEM (version 1.3.1) was used to represent the expression level of genes under low-salt and high-salt conditions. Differentially expressed genes (DEGS) of <italic>T. versutus</italic> D301 were identified using DESeq2 (version 1.24.0) based on the value of | log2 fold change| &#x003E; 2 and an adjusted <italic>P</italic> &#x003C; 0.05. The Gene Ontology (GO) functional enrichment analysis of DEGS were performed by Goatools.</p>
</sec>
<sec id="S2.SS3">
<title>LC/MS Analysis of Intracellular Metabolites</title>
<p>For the LC/MS analysis of intracellular metabolites, 50 mL cultures of <italic>T. versutus</italic> D301 grown under low-salt and high-salt conditions, respectively, were harvested at the late exponential growth phase. Firstly, the cultures were centrifuged at 10,000 rpm for 20 min to collect the pellets, then the cell pellets were washed twice with 0.4 or 3 M NaCl solution, and finally 1 mL ultrapure water was used to resuspend the pellets. The cell lysates were prepared by treating the obtained cell suspensions with four freeze-thaw cycles: froze at &#x2212;80&#x00B0;C for 15 min and thawed at 65&#x00B0;C for 2 min. Cell lysates were centrifuged at 12,000 rpm for 30 min to collect the supernatants, which were further mixed with acetonitrile in a ratio of 3:7 (v/v). After the mixtures were centrifuged at 12,000 rpm for 10 min, the supernatants filtered with a 0.22 &#x03BC;m nylon filter membrane were analyzed with LC/MS (ESI). Chromatography was performed with an Agilent 1260/6460 LC/Triple Quad MS system, using a TSKgel NH<sub>2</sub>-100 column (2.0 &#x00D7; 150 mm, 3 &#x03BC;m; TOSOH, Tokyo, Japan) with guard column (2.0 &#x00D7; 10 mm, 3 &#x03BC;m). Mobile phase A was 10 mM ammonium formate supplemented with 0.07% (v/v) formic acid, while mobile phase B was pure acetonitrile. The following method was used with a flow rate of 0.25 ml/min: 85% mobile phase B for 2 min; decrease of 1.5% mobile phase B/min to 55% mobile phase B; holding at 55% mobile phase B for 5 min; increase of 15% mobile phase B/min to 85% mobile phase B; holding at 85% mobile phase B for 15 min. Mass spectra were acquired in positive ionization mode, with a fragmentor of 80 V and a scan range of 70.0&#x2013;1000.0 m/z. Data analysis was performed using Agilent MassHunter Qualitative Analysis B.04.00 Workstation Software.</p>
</sec>
<sec id="S2.SS4">
<title>Quantification of Glycine Betaine by HPLC</title>
<p>Samples used for quantification of intracellular glycine betaine were prepared using the same method as what mentioned in &#x201C;LC/MS analysis of intracellular metabolites&#x201D;. Agilent 1260 Infinity II system equipped with a Inertsil NH<sub>2</sub> column (4.6 &#x00D7; 250 mm, 5 &#x03BC;m, GL Sciences, Tokyo, Japan) was used to measure the glycine betaine. Acetonitrile/ultrapure water (70:30, v/v) was used as the mobile phase at a flow rate of 1 mL/min. The detection wavelength of 196 nm was used to measure the glycine betaine. Total protein concentrations were determined using the Bradford method.</p>
</sec>
<sec id="S2.SS5">
<title>Protein Expression and Purification</title>
<p>The <italic>TVD_RS00875</italic> and <italic>TVD_RS00880</italic> genes, coding for the putative glycine methylation pathway, were inserted into <italic>Bam</italic>HI-digested pET-28a(+), respectively, using the T5 exonuclease-dependent assembly system (<xref ref-type="bibr" rid="B43">Xia et al., 2019</xref>). The obtained <italic>E. coli</italic> strains grown with 50 &#x03BC;g/mL kanamycin were used to overexpress TVD_RS00875 (TvGMT) and TVD_RS00880 (TvSDMT) after addition of 0.05 mM IPTG. Cell extracts were prepared by high pressure homogenization in buffer A (20 mM Tris&#x2013;HCl, 300 mM NaCl, 20 mM imidazole, 2 mM DTT, pH 7.5). His-tagged proteins were purified by an affinity column packed with Ni Sepharose (Cytiva, Uppsala, Sweden). After the pretreated sample loaded onto the affinity column was washed with 10 column volumes of buffer A and then 5 column volumes of 5% buffer B (20 mM Tris&#x2013;HCl, 300 mM NaCl, 44 mM imidazole, 2 mM DTT, pH 7.5), TvGMT or TvSDMT was eluted using 30% buffer B (20 mM Tris&#x2013;HCl, 300 mM NaCl, 164 mM imidazole, 2 mM DTT, pH 7.5). Protein concentrations were determined by Bradford assay using BSA as standard. The purities of TvGMT and TvSDMT were examined based on SDS-PAGE analysis with Coomassie staining.</p>
</sec>
<sec id="S2.SS6">
<title>Methyltransferase Assay</title>
<p>Methyltransferase activity was measured using SAM as the methyl donor and glycine, sarcosine, or dimethylglycine as methyl receptor. The reaction mixture contained 100 mM Tris&#x2013;HCl (pH 7.5), 12.5 &#x03BC;mol MgCl<sub>2</sub>, 0.5 mM DTT, 10 mM SAM, 250 mM glycine/30 mM sarcosine (TvGMT) or 60 mM sarcosine/50 mM dimethylglycine (TvSDMT) (<xref ref-type="bibr" rid="B34">Nyyssola et al., 2001</xref>). Reactions that initiated by the addition of TvGSMT or TvSDMT were conducted at 37&#x00B0;C for 30 min and then quenched by heating with boiling water for 10 min. The supernatants obtained by centrifugation were collected for HPLC analysis of products. The standard curves used for quantification of products were made with the commercially available sarcosine, dimethylglycine, and glycine betaine, respectively.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Genes Involved in Nitrogen Metabolism Are Significantly Upregulated Under High-Salt Conditions</title>
<p>The comparative transcriptomic analysis was carried out to examine the response of <italic>T. versutus</italic> to high-salt stress. <italic>T. versutus</italic> cultures were firstly grown under low-salt and high-salt conditions, and cells were then harvested at the late exponential phase. After the cDNA libraries were constructed, they were sequenced using the Illumina HiSeq platforms. Around 4 Gb clean data for each sample was obtained after the quality control of raw data. The information of transcriptome sequencing data was shown in <xref ref-type="table" rid="T1">Table 1</xref>. Clean reads of each sample were mapped to the reference genome of <italic>T. versutus</italic> D301 (CP011367), with alignment rates ranging from 98.77 to 99.25%. The functional information of <italic>T. versutus</italic> D301 genome was obtained through the annotation of non-redundant protein (NR), Swiss-Prot, Pfam, COG, GO and KEGG Database (<xref ref-type="fig" rid="F2">Figure 2</xref>). The FPKM was used to measure the expression levels of genes or transcripts. A total of 184 differentially expressed genes (DEGs) were obtained between <italic>T. versutus</italic> cultures grown under high-salt and low-salt conditions, with 90 genes significantly upregulated and 94 genes significantly downregulated (<xref ref-type="fig" rid="F3">Figure 3A</xref>).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Summary of transcriptome sequencing<sup>#</sup>.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Sample</td>
<td valign="top" align="center">Raw reads</td>
<td valign="top" align="center">Clean reads</td>
<td valign="top" align="center">Clean bases</td>
<td valign="top" align="center">Error rate (%)</td>
<td valign="top" align="center">Q20 (%)</td>
<td valign="top" align="center">Q30 (%)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">D-1</td>
<td valign="top" align="center">32145804</td>
<td valign="top" align="center">31895494</td>
<td valign="top" align="center">4.50 Gb</td>
<td valign="top" align="center">0.0228</td>
<td valign="top" align="center">98.93</td>
<td valign="top" align="center">96.46</td>
</tr>
<tr>
<td valign="top" align="left">D-2</td>
<td valign="top" align="center">31633772</td>
<td valign="top" align="center">31464864</td>
<td valign="top" align="center">4.34 Gb</td>
<td valign="top" align="center">0.0226</td>
<td valign="top" align="center">99</td>
<td valign="top" align="center">96.63</td>
</tr>
<tr>
<td valign="top" align="left">G-1</td>
<td valign="top" align="center">31211978</td>
<td valign="top" align="center">31028832</td>
<td valign="top" align="center">4.25 Gb</td>
<td valign="top" align="center">0.0228</td>
<td valign="top" align="center">98.93</td>
<td valign="top" align="center">96.45</td>
</tr>
<tr>
<td valign="top" align="left">G-2</td>
<td valign="top" align="center">27721942</td>
<td valign="top" align="center">27565292</td>
<td valign="top" align="center">3.72 Gb</td>
<td valign="top" align="center">0.0226</td>
<td valign="top" align="center">99</td>
<td valign="top" align="center">96.65</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic><sup>#</sup>D-1, D-2: Two duplicate samples cultured under low-salt condition (0.4 M Na<sup>+</sup>); G-1, G-2: Two duplicate samples cultured under high-salt condition (3.0 M Na<sup>+</sup>).</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>The statistic histogram of basic functional annotation of genes in <italic>T. versutus</italic> D301. The horizontal axis represents different database used for annotation. The vertical axis represents the number of genes annotated by different database. The total number of coding genes is 2,788 in <italic>T. versutus</italic> D301.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-13-875843-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Transcriptomic analysis of differentially expressed genes (DEGs) between high-salt and low-salt conditions. <bold>(A)</bold> Volcano plot of the DEGs. Red dots indicate significantly upregulated genes, while green squares indicate significantly downregulated genes. The |log2FC| &#x003E; 2 and an adjusted <italic>P</italic> &#x003C; 0.05 was used as threshold values. <bold>(B)</bold> The top twenty GO enrichment terms from DEGs.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-13-875843-g003.tif"/>
</fig>
<p>To further understand the physiological response of <italic>T. versutus</italic> to high-salt stress, we performed GO enrichment analysis of DEGs (<xref ref-type="fig" rid="F3">Figure 3B</xref>). The nitrate transmembrane transporter activity, nitrogen cycle metabolic process, nitrate metabolic process, nitrate assimilation, reactive nitrogen species metabolic process and nitrite reductase [NAD(P)H] activity were among the top 20 GO terms. As shown in <xref ref-type="table" rid="T2">Table 2</xref>, as much as two-thirds of the top 20 significantly upregulated genes were involved in nitrogen metabolism or related regulation process.</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>The significantly upregulated genes related to nitrogen metabolism<sup>#</sup>.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Protein name</td>
<td valign="top" align="left">Gene ID</td>
<td valign="top" align="center" colspan="2">FPKM<hr/></td>
<td valign="top" align="center">FC</td>
<td valign="top" align="center">Log<sub>2</sub>FC</td>
<td valign="top" align="left">Function</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">High salt</td>
<td valign="top" align="center">Low salt</td>
<td/>
<td/>
<td/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">NA</td>
<td valign="top" align="left">TVD_RS03400</td>
<td valign="top" align="center">134.21</td>
<td valign="top" align="center">3.615</td>
<td valign="top" align="center">42.323</td>
<td valign="top" align="center">5.403</td>
<td valign="top" align="left">Nitrate regulatory protein</td>
</tr>
<tr>
<td valign="top" align="left">NrtA</td>
<td valign="top" align="left">TVD_RS03405</td>
<td valign="top" align="center">30650.935</td>
<td valign="top" align="center">251.76</td>
<td valign="top" align="center">136.09</td>
<td valign="top" align="center">7.088</td>
<td valign="top" align="left">Nitrate uptake</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">TVD_RS08095</td>
<td valign="top" align="center">907.85</td>
<td valign="top" align="center">32.615</td>
<td valign="top" align="center">31.302</td>
<td valign="top" align="center">4.968</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">TVD_RS08110</td>
<td valign="top" align="center">8216.5</td>
<td valign="top" align="center">1522.26</td>
<td valign="top" align="center">6.031</td>
<td valign="top" align="center">2.592</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">NrtB</td>
<td valign="top" align="left">TVD_RS03410</td>
<td valign="top" align="center">15043.425</td>
<td valign="top" align="center">306.04</td>
<td valign="top" align="center">55.296</td>
<td valign="top" align="center">5.789</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">TVD_RS08100</td>
<td valign="top" align="center">567.245</td>
<td valign="top" align="center">17.045</td>
<td valign="top" align="center">38.056</td>
<td valign="top" align="center">5.250</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">TVD_RS08115</td>
<td valign="top" align="center">7561.32</td>
<td valign="top" align="center">1158.695</td>
<td valign="top" align="center">7.383</td>
<td valign="top" align="center">2.884</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">NrtC</td>
<td valign="top" align="left">TVD_RS03415</td>
<td valign="top" align="center">32590.38</td>
<td valign="top" align="center">1054.955</td>
<td valign="top" align="center">34.907</td>
<td valign="top" align="center">5.125</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">TVD_RS08090</td>
<td valign="top" align="center">809.25</td>
<td valign="top" align="center">10.55</td>
<td valign="top" align="center">86.569</td>
<td valign="top" align="center">6.436</td>
<td/>
</tr>
<tr>
<td/>
<td valign="top" align="left">TVD_RS08120</td>
<td valign="top" align="center">7568.27</td>
<td valign="top" align="center">1412.43</td>
<td valign="top" align="center">6.069</td>
<td valign="top" align="center">2.602</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">NasA</td>
<td valign="top" align="left">TVD_RS03430</td>
<td valign="top" align="center">4498.09</td>
<td valign="top" align="center">179.755</td>
<td valign="top" align="center">27.957</td>
<td valign="top" align="center">4.805</td>
<td valign="top" align="left">NO<sub>3</sub><sup>&#x2013;</sup> &#x2192; NO<sub>2</sub><sup>&#x2013;</sup></td>
</tr>
<tr>
<td valign="top" align="left">NirB</td>
<td valign="top" align="left">TVD_RS03420</td>
<td valign="top" align="center">9293</td>
<td valign="top" align="center">391.055</td>
<td valign="top" align="center">26.506</td>
<td valign="top" align="center">4.728</td>
<td valign="top" align="left">NO<sub>2</sub><sup>&#x2013;</sup> + NADH + H<sup>+</sup> &#x2192; NH<sub>3</sub> + NAD<sup>+</sup> + H<sub>2</sub>O</td>
</tr>
<tr>
<td valign="top" align="left">NirD</td>
<td valign="top" align="left">TVD_RS03425</td>
<td valign="top" align="center">3084.07</td>
<td valign="top" align="center">147.525</td>
<td valign="top" align="center">24.842</td>
<td valign="top" align="center">4.635</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">GlnA</td>
<td valign="top" align="left">TVD_RS13790</td>
<td valign="top" align="center">11191.13</td>
<td valign="top" align="center">1517.44</td>
<td valign="top" align="center">8.316</td>
<td valign="top" align="center">3.056</td>
<td valign="top" align="left">L-Glutamate + NH<sub>3</sub> + ATP &#x2192; L-Glutamine + ADP + Pi</td>
</tr>
<tr>
<td valign="top" align="left">GlnK</td>
<td valign="top" align="left">TVD_RS01365</td>
<td valign="top" align="center">7960.275</td>
<td valign="top" align="center">607.495</td>
<td valign="top" align="center">15.556</td>
<td valign="top" align="center">3.959</td>
<td valign="top" align="left">P-II family nitrogen regulator</td>
</tr>
<tr>
<td valign="top" align="left">GlnG</td>
<td valign="top" align="left">TVD_RS12985</td>
<td valign="top" align="center">452.58</td>
<td valign="top" align="center">57.905</td>
<td valign="top" align="center">8.743</td>
<td valign="top" align="center">3.128</td>
<td valign="top" align="left">Nitrogen regulation protein NR(I)</td>
</tr>
<tr>
<td valign="top" align="left">GlnL</td>
<td valign="top" align="left">TVD_RS12990</td>
<td valign="top" align="center">120.695</td>
<td valign="top" align="center">18.755</td>
<td valign="top" align="center">7.318</td>
<td valign="top" align="center">2.871</td>
<td valign="top" align="left">PAS domain-containing sensor histidine kinase</td>
</tr>
<tr>
<td valign="top" align="left">Amt</td>
<td valign="top" align="left">TVD_RS01370</td>
<td valign="top" align="center">22694.515</td>
<td valign="top" align="center">3576.315</td>
<td valign="top" align="center">7.144</td>
<td valign="top" align="center">2.837</td>
<td valign="top" align="left">Ammonium transporter</td>
</tr>
<tr>
<td valign="top" align="left">NifA</td>
<td valign="top" align="left">TVD_RS08105</td>
<td valign="top" align="center">57.84</td>
<td valign="top" align="center">0.825</td>
<td valign="top" align="center">79.789</td>
<td valign="top" align="center">6.318</td>
<td valign="top" align="left">Sigma-54-dependent Fis family transcriptional regulator</td>
</tr>
<tr>
<td valign="top" align="left">CynS</td>
<td valign="top" align="left">TVD_RS08125</td>
<td valign="top" align="center">15042.885</td>
<td valign="top" align="center">3917.965</td>
<td valign="top" align="center">4.493</td>
<td valign="top" align="center">2.168</td>
<td valign="top" align="left">Cyanate + HCO<sub>3</sub><sup>&#x2013;</sup> + H<sup>+</sup> &#x2192; NH<sub>3</sub> + CO<sub>2</sub></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic><sup>#</sup>NA, Not annotated.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<p>Glycine betaine and ectoine/hydroxyectoine are N-containing compatible solutes commonly found in halophiles. Two candidate genes <italic>TVD_RS00875</italic> and <italic>TVD_RS00880</italic> probably encoding the enzymes for glycine methylation pathway were found in the genome of <italic>T. versutus</italic>, with the putative genes coding for choline oxidation pathway and ectoine/hydroxyectoine biosynthetic pathway absent. However, no significant difference was observed in transcriptional levels of <italic>TVD_RS00875</italic> and <italic>TVD_RS00880</italic> between high-salt and low-salt conditions. The transcriptional levels 6&#x223C;14 times higher than the <italic>rpoN</italic> gene encoding sigma 54.</p>
</sec>
<sec id="S3.SS2">
<title>N-Containing Glycine Betaine Is a Main Compatible Solute in <italic>Thioalkalivibrio versutus</italic> D301</title>
<p>To confirm that the glycine betaine was responsible for the high-salt tolerance in <italic>T. versutus</italic> D301, we measured the glycine betaine in <italic>T. versutus</italic> D301 grown in high-salt (3.0 M Na<sup>+</sup>) and low-salt (0.4 M Na<sup>+</sup>) media, respectively. Intracellular metabolites of <italic>T. versutus</italic> D301 were firstly analyzed qualitatively by LC/MS. <italic>T. versutus</italic> D301 grown under high-salt conditions produced a compound with an m/z ratio of 118 and a liquid chromatography retention time corresponding to glycine betaine (<xref ref-type="fig" rid="F4">Figure 4A</xref>). The glycine betaine contents were then determined quantitatively by HPLC. <italic>T. versutus</italic> D301 produced much more glycine betaine under high-salt conditions (8.1 &#x03BC;mol/mg total protein) compared to the production under low-salt conditions (0.2 &#x03BC;mol/mg total protein), demonstrating that glycine betaine is indeed a compatible solute to resist the high-salt stress in <italic>T. versutus</italic> D301 (<xref ref-type="fig" rid="F4">Figure 4B</xref>). However, in this range of salt concentrations, the contents of glycine betaine increases were not linearly with an increase in salt concentration.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Qualitative and quantitative analysis of glycine betaine in <italic>T. versutus</italic> D301 grown under high-salt (3.0 M) and low-salt (0.4 M) conditions, respectively. <bold>(A)</bold> The red and black traces are the LC-MS data for monitoring protonated glycine betaine (m/z = 118) under high-salt and low-salt conditions, respectively. <bold>(B)</bold> Quantitative analysis of glycine betaine production by HPLC. Data are the average of three biological replicates and the error bars represent the s.d.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-13-875843-g004.tif"/>
</fig>
</sec>
<sec id="S3.SS3">
<title>Glycine Betaine Is Synthesized <italic>via</italic> Glycine Methylation Pathway in <italic>Thioalkalivibrio versutus</italic> D301</title>
<p>To determine if glycine methylation pathway is used by <italic>T. versutus</italic> D301 for the biosynthesis of glycine betaine, His-tagged versions of the TVD_RS00875 and TVD_RS00880 were overexpressed and purified from <italic>E. coli</italic> BL21(DE3) (<xref ref-type="fig" rid="F5">Figure 5A</xref>). The calculated molecular masses based on the amino acid sequences of the TVD_RS00875 and TVD_RS00880 are both 32 kDa. However, the molecular mass of TVD_RS00875 estimated from the SDS-PAGE gel was slightly higher than its calculated molecular mass. A similar phenomenon was also observed for HhGSMT from <italic>H. halochloris</italic> (<xref ref-type="bibr" rid="B34">Nyyssola et al., 2001</xref>). The molecular masses of HhGSMT estimated from the SDS-PAGE and analytical gel filtration were 42 kDa and 40 kDa, both of which were far higher than the calculated molecular mass of 31 kDa.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Glycine <italic>N</italic>-methyltransferase (TvGMT) and sarcosine dimethylglycine <italic>N</italic>-methyltransferase (TvSDMT) overexpressed and purified from <italic>E. coli</italic> convert glycine to glycine betaine by sequentially transferring three methyl groups to glycine. <bold>(A)</bold> SDS-PAGE analysis of TvGMT and TvSDMT. Lane M, protein marker; Lane 1, crude extract of TvGMT; Lane 2, purified TvGMT; Lane 3, crude extract of TvSDMT; Lane 4, purified TvSDMT. <bold>(B)</bold> Specific activities of TvGMT and TvSDMT using glycine, sarcosine, and dimethylglycine as substrates, respectively. Data are the average of three biological replicates and the error bars represent the s.d.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-13-875843-g005.tif"/>
</fig>
<p>Methyltransferase assays were conducted according to a published method with minor modifications (<xref ref-type="fig" rid="F5">Figure 5B</xref>; <xref ref-type="bibr" rid="B34">Nyyssola et al., 2001</xref>). Given that the reaction product S-adenosylhomocysteine (AdoHcy) is a strong competitive inhibitor of many methyltransferases (<xref ref-type="bibr" rid="B19">Heady and Kerr, 1973</xref>; <xref ref-type="bibr" rid="B41">Upmeier et al., 1988</xref>; <xref ref-type="bibr" rid="B34">Nyyssola et al., 2001</xref>), as high as 10 mM SAM was used as the methyl donor in the reaction system. The purified TVD_RS00875 converted glycine to sarcosine with a relatively high specific activity (1.0 U/mg protein). The substrate specificity of TVD_RS00875 is different from HhGSMT, which transfers methyl group to both glycine and sarcosine (<xref ref-type="bibr" rid="B34">Nyyssola et al., 2001</xref>). Therefore, the TVD_RS00875 was designated as TvGMT. The purified TVD_RS00880, designated as TvSDMT, exhibited activities on both sarcosine and dimethylglycine, showing a higher specific activity toward dimethylglycine. The sequential action of TvGMT and TvSDMT resulted in the biosynthesis of glycine betaine from glycine in a process of three-step methylation.</p>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>The comparative transcriptomic analysis showed that genes involved in nitrogen metabolism were significantly upregulated under high-salt conditions. The upregulated genes for nitrate ABC transporters (NrtABC) (<xref ref-type="bibr" rid="B13">Frias et al., 1997</xref>), with log<sub>2</sub>FC ranging from 2.6 to 7.1, could result in the transport of more extracellular nitrate into the cytosol of <italic>T. versutus</italic>, where nitrate is sequentially reduced to ammonia by nitrate reductase (NasA, TVD_RS03430) and nitrite reductase (NirBD, TVD_RS03425 and TVD_RS03420), respectively, with nitrite as the intermediate (<xref ref-type="bibr" rid="B18">Harborne et al., 1992</xref>; <xref ref-type="bibr" rid="B35">Ogawa et al., 1995</xref>). The <italic>nasA</italic> and <italic>nirBD</italic> genes were all significantly upregulated (log<sub>2</sub>FC &#x003E; 4) in response to high-salt stress. Besides the nitrate reduction, ammonia transport and assimilation genes such as <italic>amt</italic> (<italic>TVD_RS01370</italic>) and <italic>glnA</italic> (<italic>TVD_RS13790</italic>), whose gene products ammonia transporter (Amt) and glutamine synthetase (GlnA) are responsible for the transport of extracellular ammonia into cells and for the conversion of ammonia and glutamate to glutamine, respectively, were also significantly upregulated. Besides the genes directly involved in nitrogen metabolism, genes associated with their regulation were also upregulated, such as two-component system GlnLG (<italic>TVD_RS12990</italic> and <italic>TVD_RS12985</italic>) that responds to the nitrogen limitation and then activate the expression of <italic>glnA</italic> (<xref ref-type="bibr" rid="B37">Reitzer, 2003</xref>). Therefore, pathways associated with nitrogen metabolism could play a key role in resisting the high-salt stress.</p>
<p>Sufficient supply of nitrogen is required to guarantee the biosynthesis of N-containing compatible solutes. Marine bacterium <italic>Dinoroseobacter shibae</italic>, which normally uses both N-containing glutamate and N-free &#x03B1;-glucosylglycerate/&#x03B1;-glucosylglycerol as compatible solutes, prefers to synthesize &#x03B1;-glucosylglycerate when nitrogen is limiting (<xref ref-type="bibr" rid="B22">Kleist et al., 2017</xref>). Besides <italic>D. shibae</italic>, halophilic bacterium <italic>H. halochloris</italic> produces more trehalose and less glycine betaine to maintain the intra- and extracellular osmotic balance under nitrogen-limited conditions (<xref ref-type="bibr" rid="B14">Galinski and Herzog, 1990</xref>). The obvious upregulation of genes associated with nitrogen metabolism suggests that a variety of nitrogen sources are mobilized for use to guarantee the biosynthesis of N-containing compatible solutes. Given that N-containing glycine betaine is a compatible solute commonly used in <italic>Thioalkalivibrio</italic> species (<xref ref-type="bibr" rid="B3">Banciu et al., 2004a</xref>,<xref ref-type="bibr" rid="B5">2005</xref>; <xref ref-type="bibr" rid="B1">Ahn et al., 2021</xref>), the rapid mobilization of biologically available nitrogen is probably used for the biosynthesis of glycine betaine.</p>
<p>Based on the genomic analysis of <italic>T. versutus</italic> D301, <italic>TVD_RS00875</italic> and <italic>TVD_RS00880</italic> gene products that homologous to the GSMT and SDMT from <italic>H. halochloris</italic> were considered to be responsible for the biosynthesis of glycine betaine by the three-step methylation of glycine. No genes involved in choline oxidation pathway were found in the genome of <italic>T. versutus</italic> D301. However, transcriptomic analysis showed that the expression levels of both <italic>TVD_RS00875</italic> and <italic>TVD_RS00880</italic> under high-salt conditions did not increase compared to that under low-salt conditions. It demonstrates the biosynthesis of glycine betaine are probably regulated by posttranslational modification, and nitrogen metabolism related genes are regulated at transcriptional level. In addition to <italic>de novo</italic> biosynthesis of glycine betaine, <italic>T. versutus</italic> is also able to transport glycine betaine across membranes by glycine betaine/proline ABC transporters (TVD_RS10550, TVD_RS10555, and TVD_RS10560) when glycine betaine is available in environment (<xref ref-type="bibr" rid="B23">Ko and Smith, 1999</xref>). When glycine betaine is unavailable in extreme environment, <italic>T. versutus</italic> will synthesize compatible solutes to overcome the challenge of environmental osmolarity.</p>
<p>Different from <italic>T. versutus</italic> D301, which had an about 40-fold increase of glycine betaine content in response to high-salt stress as shown by quantification, <italic>T. versutus</italic> ALJ 15 grown in medium supplemented with a high concentration of sodium carbonate/sodium bicarbonate (4 M Na<sup>+</sup>, 0.1 M NaCl, and 3.9 M Na<sub>2</sub>CO<sub>3</sub>/NaHCO<sub>3</sub>) only produced six-fold more glycine betaine than in low-salt medium (0.6 M Na<sup>+</sup>, 0.1 M NaCl, and 0.5 M Na<sub>2</sub>CO<sub>3</sub>/NaHCO<sub>3</sub>) (<xref ref-type="bibr" rid="B5">Banciu et al., 2005</xref>). As measured by Banciu et al., the osmotic pressure of 4 M NaCl was almost two times higher than that of 4 M Na<sub>2</sub>CO<sub>3</sub>/NaHCO<sub>3</sub> (<xref ref-type="bibr" rid="B3">Banciu et al., 2004a</xref>). Based on this measurement, the osmotic pressure of 2.6 M NaCl is slightly higher than that of 3.4 M Na<sub>2</sub>CO<sub>3</sub>/NaHCO<sub>3</sub>. Given that glycine betaine in <italic>T. halophilus</italic> grown with 4 M NaCl and 4 M soda medium accounted for 19.8% (w/w) and 12.4% (w/w) of biomass, respectively, such a small difference in osmolarity will not make such a large difference in the content of glycine betaine (<xref ref-type="bibr" rid="B3">Banciu et al., 2004a</xref>). It is worth noting that <italic>T. versutus</italic> ALJ 15 also produced a certain amount of sucrose under high-salt conditions (4 M Na<sup>+</sup>), accounting for 1.7% of the cell dry weight (<xref ref-type="bibr" rid="B5">Banciu et al., 2005</xref>). The N-free sucrose may partly contribute to the salinity tolerance of <italic>T. versutus</italic> ALJ 15. However, no differential expression of the putative sucrose-phosphate synthase gene (<italic>TVD_RS01115</italic>), which is responsible for the biosynthesis of sucrose in <italic>T. versutus</italic> D301, was observed between low-salt and high-salt conditions. Moreover, no sucrose could be detected in <italic>T. versutus</italic> D301 cells grown under low-salt and high-salt conditions, respectively. Therefore, different from the situation in <italic>T. versutus</italic> ALJ 15, glycine betaine probably plays a major role in resisting the high-salt stress in <italic>T. versutus</italic> D301 (<xref ref-type="bibr" rid="B3">Banciu et al., 2004a</xref>,<xref ref-type="bibr" rid="B5">2005</xref>).</p>
<p>This study shows that glycine methylation pathway is used by <italic>T. versutus</italic> D301 for the biosynthesis of glycine betaine, in which TvGMT and TvSDMT sequentially catalyze the three-step methylation of glycine. It is worth noting that the specific activity of TvGMT was over six-fold higher than that of HhGSMT (<xref ref-type="bibr" rid="B34">Nyyssola et al., 2001</xref>). Therefore, <italic>TvGMT</italic> can be used as a promising gene for the heterologous synthesis of glycine betaine in transgenic plants, which would be more tolerant to halo-alkaline environments (<xref ref-type="bibr" rid="B8">Chen and Murata, 2002</xref>). TvGMT and TvSDMT have about 77 and 59% sequence identities to HhGSMT and HhSDMT from <italic>H. halochloris</italic>, which were already known to participate in biosynthesis of glycine betaine <italic>via</italic> glycine methylation pathway (<xref ref-type="bibr" rid="B34">Nyyssola et al., 2001</xref>). In addition, the gene clusters encoding glycine methylation pathway were also present in the genomes of <italic>Thioalkalivibrio sp</italic>. and <italic>T. sulfidophilus</italic> (<xref ref-type="bibr" rid="B31">Muyzer et al., 2011a</xref>,<xref ref-type="bibr" rid="B32">b</xref>), suggesting that biosynthesis of glycine betaine <italic>via</italic> glycine methylation pathway is a general mechanism employed by <italic>Thioalkalivibrio</italic> species. However, the substrate specificity of TvGMT was quite different from HhGSMT. It suggests enzymes for glycine methylation pathway have evolved for different bacteria to adapt to changing environments. Characterization of these enzymes will contribute to a better understanding of the environmental adaptation mechanism of <italic>Thioalkalivibrio</italic>. The conversion of glycine to glycine betaine is energy intensive because of the requirement for SAM, which is involved in methyl group transfers as cosubstrate. As much as 12 ATP equivalents are required to regenerate an active SAM (<xref ref-type="bibr" rid="B2">Atkinson, 1977</xref>), so 36 ATP equivalents are needed to form one molecule of glycine betaine, which requires three active SAMs. <italic>T. versutus</italic> D301 grows slowly with low biomass, which limits its practical application in biodesulfurization industry (<xref ref-type="bibr" rid="B39">Sharshar et al., 2019</xref>). The decreased growth rate of <italic>T. versutus</italic> D301 under high-salt conditions could be attributed to the energy burden caused by the biosynthesis of glycine betaine.</p>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>Glycine betaine was found to be a main compatible solute in <italic>T. versutus</italic> D301, which is widely used as a biocatalyst for desulfurization. Genes associated with nitrogen metabolism of <italic>T. versutus</italic> D301 were significantly upregulated under high-salt conditions, causing the enhanced production of glycine betaine that functions as a main compatible solute to resist osmotic pressure and prevent osmotic lysis. Glycine betaine was synthesized from glycine by TvGMT and TvSDMT in a three-step process of methylation. This work has given us an improved understanding how <italic>Thioalkalivibrio</italic> adapts to extreme environments, which may further contribute to the engineering of <italic>T. versutus</italic> D301 to improve the process of biodesulfurization.</p>
</sec>
<sec id="S6" sec-type="data-availability">
<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 below: National Center for Biotechnology Information (NCBI) BioProject database under accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJNA812740">PRJNA812740</ext-link>.</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>ML and YZ designed the research. ML, HL, FM, NY, DZ, and GA performed the research and analyzed the data. ML wrote the manuscript under the guidance of YZ. DZ, GA, and HX participated in discussion and revision. All authors have read and approved the final manuscript.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="pudiscl1" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>This study was funded by the National Key R&#x0026;D Program of China (2020YFA0906800), the National Natural Science Foundation of China (91851102 and 32070034), the Senior User Project of RV KEXUE, Center for Ocean Mega-Science, Chinese Academy of Sciences (KEXUE2019GZ05), and the Strategic Priority Research Program of the Chinese Academy of Sciences (XDA28030201).</p>
</sec>
<ack>
<p>We would like to thank all the members of Zheng Lab for their contributions on literature collection and critical reading of the manuscript.</p>
</ack>
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