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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">878795</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2022.878795</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Improved Productivity of <italic>Streptomyces mobaraensis</italic> Transglutaminase by Regulating Zymogen Activation</article-title>
<alt-title alt-title-type="left-running-head">Yin et al.</alt-title>
<alt-title alt-title-type="right-running-head">Improved TGase Productivity in <italic>S. mobaraensis</italic>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yin</surname>
<given-names>Xiaoqiang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1683075/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rao</surname>
<given-names>Shengqi</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Jingwen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/234372/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Du</surname>
<given-names>Guocheng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/59715/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Jian</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/22392/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Song</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>National Engineering Research Center for Cereal Fermentation and Food Biomanufacturing</institution>, <institution>Jiangnan University</institution>, <addr-line>Wuxi</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Science Center for Future Foods</institution>, <institution>Jiangnan University</institution>, <addr-line>Wuxi</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>School of Biotechnology</institution>, <institution>Jiangnan University</institution>, <addr-line>Wuxi</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>College of Food Science and Engineering</institution>, <institution>Yangzhou University</institution>, <addr-line>Yangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Jiangsu Provincial Engineering Research Center for Bioactive Product Processing</institution>, <institution>Jiangnan University</institution>, <addr-line>Wuxi</addr-line>, <country>China</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/735795/overview">Fengjie Cui</ext-link>, Jiangsu University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/674848/overview">Zhi-Qiang Liu</ext-link>, Zhejiang University of Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/509168/overview">Guimin Zhang</ext-link>, Hubei University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Song Liu, <email>liusong@jiangnan.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Industrial Biotechnology, a section of the journal Frontiers in Bioengineering and Biotechnology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>878795</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Yin, Rao, Zhou, Du, Chen and Liu.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Yin, Rao, Zhou, Du, Chen and Liu</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>Streptomyces mobaraensis</italic> transglutaminase (TGase) is extracellularly expressed as a zymogen and then activated by TGase-activating protease (TAP). In this study, we reported the strategy for improving TGase production <italic>via t</italic>he regulation of TAP activity in <italic>S. mobaraensis</italic>. First, we analyzed the effects of three inorganic nitrogen sources on TGase production. With 30&#xa0;mM nitrogen content, the time to the peak of TGase activity induced by (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub> or NH<sub>4</sub>Cl was 72&#xa0;h, 12&#xa0;h earlier than that of the fermentation without adding NH<sub>4</sub>
<sup>&#x2b;</sup>. SDS-PAGE analysis indicated that NH<sub>4</sub>
<sup>&#x2b;</sup> accelerated the TGase activation in <italic>S. mobaraensis</italic>. Then, we examined the effect of NH<sub>4</sub>
<sup>&#x2b;</sup> on TAP biosynthesis using a TGase-deficient <italic>S. mobaraensis</italic> strain. It showed that NH<sub>4</sub>
<sup>&#x2b;</sup> enhanced the TAP activity at the early stage of the fermentation, which was dependent on the concentration and time of NH<sub>4</sub>
<sup>&#x2b;</sup> addition. Last, the yield and productivity of <italic>S. mobaraensis</italic> TGase were increased by 1.18-fold and 2.1-fold, respectively, when optimal NH<sub>4</sub>
<sup>&#x2b;</sup> addition (60&#xa0;mM and 12&#xa0;h) was used. The fermentation period was shortened from 84 to 48&#xa0;h. The NH<sub>4</sub>
<sup>&#x2b;</sup> addition also increased the storage stability of crude enzyme at room temperature. These findings will benefit the TGase production and its activation mechanism in <italic>S. mobaraensis</italic>.</p>
</abstract>
<kwd-group>
<kwd>transglutaminase</kwd>
<kwd>
<italic>Streptomyces mobaraensis</italic>
</kwd>
<kwd>NH<sub>4</sub>
<sup>&#x2b;</sup>
</kwd>
<kwd>zymogen activation</kwd>
<kwd>productivity</kwd>
</kwd-group>
<contract-num rid="cn002">32071474</contract-num>
<contract-sponsor id="cn001">National Key Research and Development Program of China<named-content content-type="fundref-id">10.13039/501100012166</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Transglutaminase (TGase, EC 2.3.2.13) belongs to the transferases family that introduces covalent cross-links in proteins between glutamine residues and primary amines through an acyl-transfer reaction (<xref ref-type="bibr" rid="B1">Akbari et al., 2021</xref>). Due to the unique catalytic reaction, TGase has been exploited to improve the texture properties of protein-based foods (<xref ref-type="bibr" rid="B15">Miwa, 2020</xref>). Recently, it has also exhibited application potential in pharmacological production, textile industry, and leather processing (<xref ref-type="bibr" rid="B22">Zhu and Tramper, 2008</xref>; <xref ref-type="bibr" rid="B7">Duarte et al., 2019</xref>; <xref ref-type="bibr" rid="B6">Doti et al., 2020</xref>). In contrast to the enzymes extracted from animals and plants, <italic>Streptomyces mobaraensis</italic> TGase is a Ca<sup>2&#x2b;</sup>-independent enzyme and easier to be produced on a large scale (<xref ref-type="bibr" rid="B2">Ando et al., 1989</xref>). Although <italic>Streptomyces</italic> TGases have been expressed in a variety of heterologous hosts, only <italic>S. mobaraensis</italic> TGase is approved as generally recognized as safe (GRAS) (<xref ref-type="bibr" rid="B17">Yin et al., 2021</xref>). These advantages benefit the TGase application and make <italic>S. mobaraensis</italic> fermentation become the main source of commercial TGase products (<xref ref-type="bibr" rid="B16">Santhi et al., 2017</xref>). Therefore, it is desirable to improve the TGase production by <italic>S. mobaraensis</italic>.</p>
<p>Since the discovery of <italic>Streptomyces</italic> TGase in 1989, isolating novel TGase-producing strains (<xref ref-type="bibr" rid="B4">Ceresino et al., 2018</xref>) and screening high-yielding mutant strains have long been used for enhancing TGase production (<xref ref-type="bibr" rid="B12">Jiang et al., 2017</xref>; <xref ref-type="bibr" rid="B17">Yin et al., 2021</xref>). On the other hand, the media composition and fermentation process were critical for TGase biosynthesis (<xref ref-type="bibr" rid="B1">Akbari et al., 2021</xref>). Transcription analysis indicated that protease, CTAB, and MgCl<sub>2</sub> were proven to promote TGase expression in <italic>S. mobaraensis</italic> (<xref ref-type="bibr" rid="B8">Fatima and Khare, 2021</xref>). To improve the economic efficiency, TGase fermentation was conducted using agricultural wastes, such as wheat bran and non-commercial potatoes (<xref ref-type="bibr" rid="B11">Guerra-Rodriguez and Vazquez, 2014</xref>; <xref ref-type="bibr" rid="B9">Fatima et al., 2019</xref>). Compared to genetic modification, these &#x201c;non-genetic&#x201d; strategies are much easier to be accepted for food industries. To date, the highest TGase activity (19.7&#xa0;U/mL) in <italic>S. mobaraensis</italic> was achieved by random mutagenesis based on atmospheric and room-temperature plasma mutagenesis and flow cytometry technology (<xref ref-type="bibr" rid="B17">Yin et al., 2021</xref>). However, the fermentation period of <italic>Streptomyces</italic> TGase usually reached 72&#x2013;96&#xa0;h or even over 10&#xa0;days (<xref ref-type="bibr" rid="B1">Akbari et al., 2021</xref>). Thus, reducing the fermentation period is crucial for enhancing TGase productivity in <italic>S. mobaraensis</italic>.</p>
<p>In <italic>S. mobaraensis</italic>, TGase is exported in the form of inactive zymogen (pro-TGase) and then fully activated into a mature form by its endogenous metalloprotease (TAMP) and AP-specific tri/tetrapeptidyl aminopeptidase within the next 2&#xa0;days (<xref ref-type="bibr" rid="B23">Zotzel et al., 2003a</xref>; <xref ref-type="bibr" rid="B24">Zotzel et al., 2003b</xref>). This activation process is regulated by a <italic>Streptomyces subtilisin</italic> inhibitor (SSTI), which could inhibit TAMP activity (<xref ref-type="bibr" rid="B14">Juettner et al., 2020</xref>). Therefore, improving the activation process is an important strategy to reduce the fermentation period. It has been demonstrated that <italic>in vitro</italic> protease addition reduced the fermentation period of the <italic>Streptomyces hygroscopicus</italic> TGase by 18% (<xref ref-type="bibr" rid="B19">Zhang et al., 2010</xref>). By inducing the overexpression of total protease, metalloprotease, and serine protease, MgCl<sub>2</sub> can also accelerate the activation of pro-TGase (<xref ref-type="bibr" rid="B20">Zhang et al., 2012</xref>). However, protease addition is not cost-effective, while excessive MgCl<sub>2</sub> is detrimental to cell growth (<xref ref-type="bibr" rid="B20">Zhang et al., 2012</xref>). This activation was effective in the context of a small amount of zymogen. In addition, cetyltrimethylammonium bromide is predicted to inactivate the protease inhibitor, resulting in improved activation (<xref ref-type="bibr" rid="B18">Zhang et al., 2008</xref>). To be noted, all the protease-mediated activations were investigated using the <italic>Streptomyces</italic> strains with relatively low TGase production.</p>
<p>In this study, we first investigated the effects of three inorganic nitrogen sources on the fermentation period of smY 2019 (a robust variant of <italic>S. mobaraensis</italic> DSM40587) (<xref ref-type="bibr" rid="B17">Yin et al., 2021</xref>), determining that NH<sub>4</sub>
<sup>&#x2b;</sup> could improve TGase activation. Based on a reliable measure for TAP activity using a TGase-deficient <italic>S. mobaraensis</italic> strain smY2019&#x2206;<italic>tg</italic>, the changes of TAP activity during fermentation were precisely characterized. It was shown that NH<sub>4</sub>
<sup>&#x2b;</sup> enhanced TAP activity, dependent on the concentration and time of NH<sub>4</sub>
<sup>&#x2b;</sup> added. Finally, TGase productivity was significantly improved by regulating zymogen activation in smY 2019.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Strains and Plasmids</title>
<p>
<italic>S. mobaraensis</italic> smY2109 and smY2019&#x2206;<italic>tg</italic> were used to study TGase and TAP, respectively (<xref ref-type="bibr" rid="B17">Yin et al., 2021</xref>). The plasmid pET-22b (&#x2b;) and <italic>Escherichia coli</italic> BL21 (DE3) were used for expressing pro-TGase.</p>
</sec>
<sec id="s2-2">
<title>Culture Conditions for <italic>S. mobaraensis</italic>
</title>
<p>The spore culture on the GYM agar medium and seed culture in shake flasks were performed as described in the previous study (<xref ref-type="bibr" rid="B17">Yin et al., 2021</xref>). The composition of the basal fermentation medium was as follows: 2% glycerol, 2% peptone, 0.5% yeast extract, 2% soya flour, 0.4% K<sub>2</sub>HPO<sub>4</sub>, 0.2% KH<sub>2</sub>PO<sub>4</sub>, and 0.2% MgSO<sub>4</sub>. To study the influence of different inorganic nitrogen sources on the TGase fermentation period, NaNO<sub>3</sub>, (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub>, and NH<sub>4</sub>Cl were added to the basal fermentation medium in the same total nitrogen content (30&#xa0;mM final concentration).</p>
</sec>
<sec id="s2-3">
<title>Construction, Expression, and Purification of the Pro-TGase in <italic>E. coli</italic>
</title>
<p>The gene fragment of pro-TGase was amplified from the <italic>S. mobaraensis</italic> smY2019 genome by PrimeSTAR GXL DNA Polymerase (TaKaRa, Dalian, China) using the primer pair ptg-F (CATGCCATGGGCAGCGGCACCGGGGAAGAGAAGAG)/ptg-R (CCG&#x200b;CTC&#x200b;GAG&#x200b;CGG&#x200b;CCA&#x200b;GCC&#x200b;CTG&#x200b;TGT&#x200b;CAC&#x200b;CTT&#x200b;GTC&#x200b;G) and cloned into the Nco I-Xho I sites of pET-22b (&#x2b;), generating the pro-TGase expression plasmid pET-22b/ptg. The plasmid pET-22b/ptg was introduced into <italic>E. coli</italic> BL21 (DE3). The recombinant <italic>E. coli</italic> strain was inoculated into a Luria&#x2013;Bertani medium containing 100&#xa0;&#x3bc;g/ml ampicillin for seed culture at 37&#xb0;C for 12&#xa0;h. Then, 1-ml seed cultures were transferred into a 50-ml terrific broth (TB) medium containing the same amount of antibiotics and further cultivated at 37&#xb0;C. At an OD<sub>600</sub> of 0.8, the cells were induced by adding the inducer isopropyl beta-D-1-thiogalactopyranoside (400&#xa0;&#x3bc;M, final concentration). Growth was continued at 20&#xb0;C for up to 40&#xa0;h. The culture supernatant was subjected to affinity purification using the His-Trap column (GE Healthcare, NY, United States). The pro-TGase was eluted with elution buffer (50&#xa0;mM Tris-HCl, 50&#xa0;mM NaCl, and 150&#xa0;mM imidazole, pH 8.0) and dialyzed against dialysis buffer (50&#xa0;mM Tris-HCl, pH 8.0). Protein concentration of purified pro-TGase was determined by using the BCA protein assay kit (Beyotime, Shanghai, China). The samples were diluted to 0.5&#xa0;mg/ml of protein concentrations and used as the substrate for TAP activity measurement.</p>
</sec>
<sec id="s2-4">
<title>TGase-Activating Protease Activity Analysis</title>
<p>For detecting the protease activity, the activation reaction was initiated by mixing the purified pro-TGase (0.5&#xa0;mg/ml) with an equal volume of the culture supernatant of smY2019&#x2206;<italic>tg</italic>. One unit of the TAP toward the pro-TGase was defined as the amount of enzyme needed to generate one unit of mature TGase per hour at 30&#xb0;C.</p>
</sec>
<sec id="s2-5">
<title>Dry Cell Mass Determination</title>
<p>The biomass of <italic>S. mobaraensis</italic> was measured by using the dry cell weight (DCW) method. <italic>S. mobaraensis</italic> cells were harvested by centrifugation (5,000 &#xd7; <italic>g</italic>, 15&#xa0;min) from 10&#xa0;ml fermentation broth. After washing with sterile water three times, the cell pellets were dried at 105&#xb0;C until they had a constant weight.</p>
</sec>
<sec id="s2-6">
<title>TGase Activity Analysis</title>
<p>According to the previous report (<xref ref-type="bibr" rid="B17">Yin et al., 2021</xref>), the colorimetric method was conducted to measure TGase activity using N-CBZ-Gln-Gly (Sigma-Aldrich, Shanghai, China) as the substrate. One unit of TGase activity is defined as the amount of enzyme needed to generate 1&#xa0;&#x3bc;mol of hydroxamate per min at 37&#xb0;C.</p>
</sec>
<sec id="s2-7">
<title>SDS-PAGE Analysis</title>
<p>SDS-PAGE analysis was performed to separate proteins on a 10% running gel, which was visualized after staining with Coomassie Brilliant Blue R250.</p>
</sec>
<sec id="s2-8">
<title>Statistical Analysis</title>
<p>The logistic function was used to fit the curve of the specific production rate by OriginLab 2018 software (OriginLab Corporation, Northampton, United States). First-order kinetics was applied to calculate the specific production rate as follows:<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mtext>specific&#xa0;production&#xa0;rate</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mi mathvariant="italic">X</mml:mi>
</mml:mfrac>
<mml:mtext>&#xd7;</mml:mtext>
<mml:mfrac>
<mml:mrow>
<mml:mtext>dp</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>dt</mml:mtext>
</mml:mrow>
</mml:mfrac>
<mml:mtext>&#xa0;&#xd7;</mml:mtext>
<mml:mn>1000</mml:mn>
<mml:mtext>,</mml:mtext>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where X is DCW (g/L); t is culture time (h); and P is TGase activity (U/mL).</p>
<p>All experiments were carried out in triplicate at least.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and Discussion</title>
<sec id="s3-1">
<title>Effects of Inorganic Nitrogen Sources on TGase Production</title>
<p>Nitrogen source is critical for cell growth and product biosynthesis. The ectoine production was improved by optimizing the type and quantity of the nitrogen sources (<xref ref-type="bibr" rid="B21">Zhang et al., 2022</xref>). However, previously, there were very few reports on the biosynthesis of TGase using inorganic nitrogen sources. In the present study, based on the basal fermentation medium, we analyzed the effects of three inorganic nitrogen sources at a constant concentration (30&#xa0;mM) on the production of TGase by the <italic>S. mobaraensis</italic> smY 2019. As shown in <xref ref-type="fig" rid="F1">Figure 1A</xref>, the cultivation without the inorganic nitrogen sources rapidly accumulated the TGase after 36&#xa0;h, and the maximal enzyme activity was at 84&#xa0;h. In the case of (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub> and NH<sub>4</sub>Cl, the rapid TGase production started at 24&#xa0;h, and the peak value of the enzyme activity occurred at 72 h, 12&#xa0;h earlier than the control. In contrast, NaNO<sub>3</sub> did not affect the TGase biosynthesis (<xref ref-type="fig" rid="F1">Figure 1A</xref>). The cell growth of smY2019 was not significantly affected by adding the inorganic nitrogen sources (<xref ref-type="fig" rid="F1">Figure 1B</xref>), suggesting that the reduced TGase production period is not due to cell growth changes. As we all know, TGase was secreted as inactive pro-TGase and then transformed into active mature TGase (<xref ref-type="bibr" rid="B23">Zotzel et al., 2003a</xref>). To understand the reason for the accelerated TGase biosynthesis, the culture supernatant of each condition was taken at 36 h and 72&#xa0;h and subjected to SDS-PAGE analysis. For the samples taken at 36&#xa0;h, both pro-TGase (43&#xa0;kDa) and TGase (38&#xa0;kDa) bands could be seen in all cases (<xref ref-type="fig" rid="F1">Figure 1D</xref>). The sample with NaNO<sub>3</sub> added had similar protein bands with the control, with thick bands of pro-TGase and thin bands of TGase, while the addition of (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub> or NH<sub>4</sub>Cl had more thick bands of TGase. When fermented in the medium with (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub> or NH<sub>4</sub>Cl for 72&#xa0;h, the pro-TGase bands were completely converted into TGase bands. However, in addition to the TGase bands, thin pro-TGase bands were still detected at 72&#xa0;h in the case of control and NaNO<sub>3</sub> (<xref ref-type="fig" rid="F1">Figure 1D</xref>). After the <italic>in vitro</italic> activation with dispase, all the samples at 36 h and 72&#xa0;h shared similar TGase activities (18.6&#x2013;21.1&#xa0;U/mL) (<xref ref-type="fig" rid="F1">Figure 1C</xref>). These findings indicated that the addition of (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub> and NH<sub>4</sub>Cl significantly influences <italic>S. mobaraensis</italic> TGase activation instead of pro-TGase expression. However, Na<sub>2</sub>SO<sub>4</sub> and NaCl did not improve the TGase activation (data not shown), suggesting the critical role of NH<sub>4</sub>
<sup>&#x2b;</sup>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Effects of an inorganic nitrogen source on TGase production by smY 2019. <bold>(A)</bold> Time course of TGase production with the addition of different inorganic nitrogen sources. <bold>(B)</bold> Time course of biomass. <bold>(C)</bold> TGase activity assay after the activation by dispase. <bold>(D)</bold> SDS-PAGE analysis of the culture supernatants. The pro-TGase and TGase bands are indicated with black double and single arrows, respectively. The SSTI bands were identified using MALDI-TOF/MS (data not shown) and are indicated with red arrows. Each fermentation process was performed in a 250-ml flask containing 30&#xa0;ml of the fermentation medium added with 30&#xa0;mM of inorganic nitrogen at 30&#xb0;C and 220&#xa0;rpm. In the control experiment, no inorganic nitrogen source was added.</p>
</caption>
<graphic xlink:href="fbioe-10-878795-g001.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Effects of NH<sub>4</sub>
<sup>&#x2b;</sup> on the Activity of TAP</title>
<p>It has shown that the biosynthesis of pro-TGase is simultaneous with its activation at the first half of <italic>S. mobaraensis</italic> fermentation, and the inactivation of the mature TGase could be seen in the later stage of the fermentation (<xref ref-type="fig" rid="F1">Figure 1A</xref> and <xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>). Therefore, it is hard to characterize TAP activity using <italic>S. mobaraensis</italic> with TGase production. It is essential to establish a method to measure the TAP activity accurately. The pro-TGase from <italic>S. mobaraensis</italic> was expressed in <italic>E. coli</italic> BL21 (DE3) and purified (<xref ref-type="sec" rid="s10">Supplementary Figure S2A</xref>). The TAP activity was measured using the purified pro-TGase as a substrate and indicated by TGase activity. Meanwhile, the previously constructed TGase-deficient strain smY2019&#x2206;<italic>tg</italic> was used as the research host for analyzing TAP activity during fermentation (<xref ref-type="bibr" rid="B17">Yin et al., 2021</xref>). smY2019&#x2206;<italic>tg</italic> did not produce TGase under the same cultivation condition, eliminating the interference of its own TGase activity on TAP activity measurement (<xref ref-type="fig" rid="F2">Figure 2A</xref>). Compared with the previous method, this method exclusively reflects the activity of protease that can activate pro-TGase, which was more sensitive and reliable (<xref ref-type="bibr" rid="B20">Zhang et al., 2012</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Effects of NH<sub>4</sub>
<sup>&#x2b;</sup> on the TAP activity in smY2019&#x2206;<italic>tg</italic>. <bold>(A)</bold> SDS-PAGE analysis of culture supernatant after cultivation for 84&#xa0;h. Lane 1: smY2019&#x2206;<italic>tg</italic>; lane 2: smY 2019. The TGase band is indicated with single arrows. <bold>(B)</bold> Time course of TAP activity in smY2019&#x2206;<italic>tg</italic> with or without 30&#xa0;mM NH<sub>4</sub>
<sup>&#x2b;</sup> addition. <bold>(C)</bold> Effect of NH<sub>4</sub>
<sup>&#x2b;</sup> concentration on the TAP activity in smY2019&#x2206;<italic>tg</italic>. The culture supernatant from the cultivation for 24&#xa0;h was used for TAP activity determination. <bold>(D)</bold> Effect of NH<sub>4</sub>
<sup>&#x2b;</sup> addition time on TAP activity during the culture process at a constant NH<sub>4</sub>
<sup>&#x2b;</sup> concentration of 60&#xa0;mM. NH<sub>4</sub>
<sup>&#x2b;</sup> was added in the form of (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub>.</p>
</caption>
<graphic xlink:href="fbioe-10-878795-g002.tif"/>
</fig>
<p>We here analyzed the TAP activities of smY2019&#x2206;<italic>tg</italic> in the absence and presence of (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub>. The TAP activity in smY2019&#x2206;<italic>tg</italic> with 30&#xa0;mM NH<sub>4</sub>
<sup>&#x2b;</sup> addition grew much faster than that of the cultivation without NH<sub>4</sub>
<sup>&#x2b;</sup> at the initial 24&#xa0;h, and the peak value achieved the former reaching 1.74&#xa0;U/mL, four times higher than that of the latter. Within the next 36&#xa0;h, the TAP activities under both conditions declined gradually and maintained a very low level (<xref ref-type="fig" rid="F2">Figure 2B</xref>). To further compare the TAP activities, the <italic>in vitro</italic> activation process of samples taken at 24&#xa0;h was analyzed. The cultivation with NH<sub>4</sub>
<sup>&#x2b;</sup> completely activated the 0.5&#xa0;mg/ml pro-TGase within 9&#xa0;h, while that without NH<sub>4</sub>
<sup>&#x2b;</sup> did not even activate even after 18&#xa0;h (<xref ref-type="sec" rid="s10">Supplementary Figures S2B,C</xref>). These results confirmed that NH<sub>4</sub>
<sup>&#x2b;</sup> increased the TAP activity at the early stage of fermentation. TAMP (purified from surface colonies on plates) was considered to be involved in TGase activation and regulated by SSTI in <italic>S. mobaraensis</italic> (<xref ref-type="bibr" rid="B23">Zotzel et al., 2003a</xref>; <xref ref-type="bibr" rid="B13">Juettner et al., 2018</xref>; <xref ref-type="bibr" rid="B10">Fuchsbauer, 2021</xref>). However, the transcript levels of TAMP and SSTI at 24&#xa0;h were not changed in the presence and absence of NH<sub>4</sub>
<sup>&#x2b;</sup> (data not shown). <italic>Streptomyces</italic> are prodigious producers of proteases. (<xref ref-type="bibr" rid="B5">Chater et al., 2010</xref>). <italic>Streptomyces coelicolor</italic>, a model organism for the study of <italic>Streptomyces</italic>, contains 56 genes encoding protease, including eight metalloproteinase genes (<xref ref-type="bibr" rid="B3">Bentley et al., 2002</xref>). Gene expression often differs when the growth conditions were changed. Adding NH<sub>4</sub>
<sup>&#x2b;</sup> may induce the expression of a novel metalloproteinase or relieve the inhibition of this activating protease in the early stage of fermentation.</p>
<p>Then, the concentration and time of NH<sub>4</sub>
<sup>&#x2b;</sup> addition were optimized to further improve the TGase activation. When (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub> was added at the beginning of the fermentation, the TAP activity at 24&#xa0;h increased with the concentration of NH<sub>4</sub>
<sup>&#x2b;</sup> from 0 to 60&#xa0;mM, while further increase in the NH<sub>4</sub>
<sup>&#x2b;</sup> concentration (90&#xa0;mM) reduced the protease activity (<xref ref-type="fig" rid="F2">Figure 2C</xref>). The effect of NH<sub>4</sub>
<sup>&#x2b;</sup> addition time on TAP activity was investigated at a constant NH<sub>4</sub>
<sup>&#x2b;</sup> concentration (60&#xa0;mM) during the culture process. After the NH<sub>4</sub>
<sup>&#x2b;</sup> addition, the TAP activity showed an initial increase followed by a drop in all addition cases (<xref ref-type="fig" rid="F2">Figure 2D</xref>). When NH<sub>4</sub>
<sup>&#x2b;</sup> was added at 0 or 12&#xa0;h, the TAP activity increased continuously for 24&#xa0;h. In contrast, the increase phase was reduced to 12&#xa0;h in the case of the addition at 24 h or 36&#xa0;h. Finally, the NH<sub>4</sub>
<sup>&#x2b;</sup> addition at 12&#xa0;h achieved the highest TAP activity among the tested addition time. To be noted, SSTI bands at 72&#xa0;h were smaller than those at 36&#xa0;h (<xref ref-type="fig" rid="F1">Figure 1D</xref>). Researchers have demonstrated that SSTI is secreted into the fermentation medium in an early cultivation stage and partially degraded by tripeptidyl aminopeptidase in the later stage (<xref ref-type="bibr" rid="B14">Juettner et al., 2020</xref>). Generally, partial degradation endows SSTI with full TAP inhibitory activity (<xref ref-type="bibr" rid="B14">Juettner et al., 2020</xref>). Thus, SSTI might undergo a similar processing, which may account for the rapid decrease in TAP activity in the later phase of fermentation.</p>
</sec>
<sec id="s3-3">
<title>Enhance the Productivity of TGase by Regulating Zymogen Activation</title>
<p>To improve TGase productivity, NH<sub>4</sub>
<sup>&#x2b;</sup> (60&#xa0;mM) was added at 12&#xa0;h during the fermentation of smY 2019. As shown in <xref ref-type="fig" rid="F3">Figure 3A</xref>, the fermentation with NH<sub>4</sub>
<sup>&#x2b;</sup> addition achieved the peak value of TGase activity at 48&#xa0;h, 36&#xa0;h earlier than the fermentation without NH<sub>4</sub>
<sup>&#x2b;</sup> addition. Accordingly, the peak of the specific production rate also shifted forward when NH<sub>4</sub>
<sup>&#x2b;</sup> was added (<xref ref-type="fig" rid="F3">Figure 3B</xref>). As indicated by SDS-PAGE analysis, the pro-TGase band was completely converted into the mature TGase band at 48&#xa0;h in the case of the NH<sub>4</sub>
<sup>&#x2b;</sup> addition, and this band conversion ended at 84&#xa0;h without NH<sub>4</sub>
<sup>&#x2b;</sup> addition (<xref ref-type="fig" rid="F3">Figure 3C</xref>). Moreover, the TGase yield of the former was 18% higher than that of the latter (<xref ref-type="fig" rid="F3">Figure 3A</xref>). Finally, through the NH<sub>4</sub>
<sup>&#x2b;</sup> addition, TGase productivity was increased from 0.23&#xa0;U/(mLh) to 0.48&#xa0;U/(mLh). In a previous study, MgCl<sub>2</sub> had been shown to have a positive effect on the activation of pro-TGase (<xref ref-type="bibr" rid="B20">Zhang et al., 2012</xref>). It is noteworthy that this activation was investigated in the context of a small amount of zymogen. For smY 2019, a high-yielding pro-TGase mutant, the activation effect was not improved after optimizing the amount of MgCl<sub>2</sub> (<xref ref-type="sec" rid="s10">Supplementary Figure S3</xref>). Excessive addition of MgCl<sub>2</sub> could even be deleterious for the growth of <italic>S. mobaraensis</italic> (<xref ref-type="bibr" rid="B20">Zhang et al., 2012</xref>). As a nitrogen source, NH<sub>4</sub>
<sup>&#x2b;</sup> was harmless to cell growth and was a more appropriate activator of pro-TGase.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Effects of NH<sub>4</sub>
<sup>&#x2b;</sup> on TGase production by smY 2019. <bold>(A)</bold> Time course of TGase production. <bold>(B)</bold> Specific production rate curve of TGase. <bold>(C)</bold> SDS-PAGE analysis of the culture supernatant. The pro-TGase and TGase bands are indicated with double and single arrows, respectively. <bold>(D)</bold> Storage stability of the crude TGase solution at room temperature. The crude TGase solution referred to 48-h culture supernatant with 60&#xa0;mM NH<sub>4</sub>
<sup>&#x2b;</sup> addition. The 84-h culture supernatant without addition of NH<sub>4</sub>
<sup>&#x2b;</sup> was used as a control. NH<sub>4</sub>
<sup>&#x2b;</sup> was added in the form of (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub>.</p>
</caption>
<graphic xlink:href="fbioe-10-878795-g003.tif"/>
</fig>
<p>To be noted, NH<sub>4</sub>
<sup>&#x2b;</sup> addition improved the storage stability of the crude TGase solution of smY 2019. When treated at room temperature for 40 h, the TGase activity of the culture supernatant from the 48-h culture broth with NH<sub>4</sub>
<sup>&#x2b;</sup> addition retained 82% of initial activity, while that from 84-h culture broth without NH<sub>4</sub>
<sup>&#x2b;</sup> only obtained 65% residual activity (<xref ref-type="fig" rid="F3">Figure 3D</xref>). This is probably due to the fact that a lot of proteases were produced at the later stage of <italic>S. mobaraensis</italic>, resulting in proteolytic degradation of TGase (<xref ref-type="bibr" rid="B10">Fuchsbauer, 2021</xref>). Therefore, the reduced fermentation period could not only increase the economy of the TGase but also its storage stability.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="s4">
<title>Conclusions</title>
<p>This study was the first to demonstrate that NH<sub>4</sub>
<sup>&#x2b;</sup> addition was capable to enhance TAP activity in <italic>S. mobaraensis</italic>. After optimizing the amount and time of NH<sub>4</sub>
<sup>&#x2b;</sup> added, pro-TGase activation was considerably improved as TAP activity was significantly enhanced. Hence, the TGase productivity was increased 2.1 times relative to that without NH<sub>4</sub>
<sup>&#x2b;</sup> addition, and maximum production was obtained in 43% less time. Our study makes the production of TGase more cost-effective and enhances the storage stability of crude enzyme solutions. Future work is to explore the key protease by transcriptomic comparison and regulate its expression at the gene level to efficiently activate pro-TGase using an inexpensive medium.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>XY: methodology, writing&#x2014;original draft, formal analysis, and investigation. SR: methodology and investigation. JZ: investigation and formal analysis. GD: validation and project administration. JC: data curation and project administration. SL: writing&#x2014;review and editing, supervision, and validation.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the National Key Research and Development Program of China (No. 2021YFC2101400) and the National Natural Science Foundation of China (No. 32071474 and 31771913).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fbioe.2022.878795/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fbioe.2022.878795/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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