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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.2025.1597704</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>Construction of an engineered <italic>Bacillus subtilis</italic> for production of poly-&#x03B3;-glutamic acids with specific molecular weights</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Lin</surname> <given-names>Yu</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Ding</surname> <given-names>Yiwei</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
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</contrib>
<contrib contrib-type="author">
<name><surname>Shu</surname> <given-names>Lin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Chen</surname> <given-names>Huizhen</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Nan</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Duan</surname> <given-names>Xiaoqun</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zeng</surname> <given-names>Wei</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"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3009424/overview"/>
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</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Key Laboratory of Molecular Medical Engineering, Education Department of Guangxi Zhuang Autonomous Region, School of Intelligent Medicine and Biotechnology, Guilin Medical University</institution>, <addr-line>Guilin</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>College of Life Science and Technology, Guangxi University</institution>, <addr-line>Nanning</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>School of Biomedical Industry, Guilin Medical University</institution>, <addr-line>Guilin</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/747301/overview">Lorenzo Pasotti</ext-link>, University of Pavia, Italy</p></fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/288465/overview">Sara Bernardes Pereira</ext-link>, Universidade do Porto, Portugal</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1652913/overview">Jinfang Zhang</ext-link>, Ludong University, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Wei Zeng, <email>19144204979@163.com</email></corresp>
<fn fn-type="equal" id="fn0001"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1597704</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>03</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Lin, Ding, Shu, Chen, Li, Duan and Zeng.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Lin, Ding, Shu, Chen, Li, Duan and Zeng</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>
<sec>
<title>Introduction</title>
<p>Poly-&#x03B3;-glutamic acid (&#x03B3;-PGA) with different molecular weight (Mw) exhibits different properties and therefore has a variety of applications. At present, the &#x03B3;-PGA is mainly produced by <italic>Bacillus</italic> species. However, the production of &#x03B3;-PGAs with specific Mws often requires multiple strains, which limits the development and application of &#x03B3;-PGA.</p>
</sec>
<sec>
<title>Methods</title>
<p>To address this limitation, we constructed an engineered <italic>Bacillus subtilis</italic> strain by deleting hydrolase genes <italic>cwlO</italic>, <italic>pgdS</italic> and <italic>ggt</italic>, and further introduced regulation of PgdS expression under an IPTG-inducible promoter.</p>
</sec>
<sec>
<title>Results</title>
<p>When the hydrolase genes <italic>cwlO</italic>, <italic>pgdS</italic> and <italic>ggt</italic> in <italic>B. subtilis</italic> were deleted, the &#x03B3;-PGA Mw and titer increased by 220.1% (2.42&#x00D7;10<sup>7</sup> Da) and 47.81% (8.44 g/L), respectively. Furthermore, regulation of PgdS expression enabled dynamic control of &#x03B3;-PGA Mw. The &#x03B3;-PGA with Mw ranging from 9.55&#x00D7;10<sup>4</sup> Da to 2.15&#x00D7;10<sup>7</sup> Da was produced by change of IPTG addition time in an engineered strain, with the titer of 6.28-8.57 g/L. In the 5-L fermenter, the &#x03B3;-PGA with Mw ranging from 8.3&#x00D7;10<sup>4</sup> Da to 1.87&#x00D7;10<sup>7</sup> Da was produced under optimal conditions.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>In summary, an engineered strain that can dynamically regulate the &#x03B3;-PGA Mw and produce &#x03B3;-PGAs with specific Mws was obtained, and its regulatory range was wider than that of previous studies, which increased the application potential.</p>
</sec>
</abstract>
<kwd-group>
<kwd>poly-&#x03B3;-glutamic acid</kwd>
<kwd>molecular weight</kwd>
<kwd><italic>Bacillus subtilis</italic></kwd>
<kwd>hydrolase</kwd>
<kwd>dynamic regulation</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="35"/>
<page-count count="11"/>
<word-count count="7865"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Microbiotechnology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Poly-&#x03B3;-glutamic acid (&#x03B3;-PGA) is a natural polymer composed of repeating units of D-and/or L-glutamic acid linked via &#x03B3;-amide bonds (<xref ref-type="bibr" rid="ref1">Ashiuchi and Misono, 2002</xref>), and is mainly synthesized in <italic>Bacillus</italic> species, including <italic>Bacillus subtilis</italic>, <italic>Bacillus licheniformis</italic>, and <italic>Bacillus amyloliquefaciens</italic> (<xref ref-type="bibr" rid="ref12">Hsueh et al., 2017</xref>). Due to its nontoxicity, compatibility, and biodegradability, it has been used in variety fields, including food, cosmetics, medicine and agriculture (<xref ref-type="bibr" rid="ref29">Wang et al., 2022</xref>). It is worth noting that the molecular weight (Mw) of &#x03B3;-PGA plays an important role in its application. For example, &#x03B3;-PGA with low-Mw (&#x003C;400&#x202F;kDa) can be used as a material for the production of hydrogel sunscreens without irritation and sensitization (<xref ref-type="bibr" rid="ref31">Wang et al., 2019</xref>). It can also be applied as drug carriers to control drug release (<xref ref-type="bibr" rid="ref3">Balogun-Agbaje et al., 2021</xref>). &#x03B3;-PGA with high-Mw (&#x003E;400&#x202F;kDa) can remove heavy metals or dye from wastewater (<xref ref-type="bibr" rid="ref16">Mark et al., 2006</xref>; <xref ref-type="bibr" rid="ref26">Stephen Inbaraj et al., 2006</xref>). &#x03B3;-PGA with ultra-high-Mw (&#x003E;4,000&#x202F;kDa) can be used as a fertilizer synergist to decrease the use of chemical fertilizer and improve crop yield (<xref ref-type="bibr" rid="ref2">Bai et al., 2020</xref>). Thus, achievement of production of &#x03B3;-PGAs with different Mws is critical to the development and application of &#x03B3;-PGAs.</p>
<p>Traditionally, the regulation of &#x03B3;-PGA Mw was achieved by controlling fermentation conditions, such as culture components and conditions (<xref ref-type="bibr" rid="ref13">Jung et al., 2005</xref>; <xref ref-type="bibr" rid="ref35">Zeng et al., 2014</xref>; <xref ref-type="bibr" rid="ref8">Feng et al., 2017</xref>). However, these changes were specific for each strain. Moreover, the &#x03B3;-PGA Mw cannot be precisely regulated. In contrast, it is more effective to modify strains by molecular biology methods to improve the production of &#x03B3;-PGA. At present, two types of enzymes have been identified that can degrade &#x03B3;-PGA: the endo-type hydrolase and the exo-type hydrolase. The endo-type hydrolase cleaves the &#x03B3;-amide bond within &#x03B3;-PGA, fragmenting the polymer and reducing its Mw. This includes PgdS, which is secreted extracellularly to degrade &#x03B3;-PGA (<xref ref-type="bibr" rid="ref4">Cao et al., 2018</xref>). The exo-type hydrolase can degrade &#x03B3;-PGA to release glutamic acid monomers, including CwlO and GGT (<xref ref-type="bibr" rid="ref15">Kimura et al., 2004</xref>; <xref ref-type="bibr" rid="ref7">Feng et al., 2014</xref>). The &#x03B3;-PGA hydrolase activity was related to Mw and titer of &#x03B3;-PGA. For instance, when the genes encoding PgdS and CwlO were deleted in <italic>B. amyloliquefaciens</italic>, the &#x03B3;-PGA Mw increased from 3.28&#x202F;&#x00D7;&#x202F;10<sup>5</sup> to 4.14&#x202F;&#x00D7;&#x202F;10<sup>5</sup>&#x202F;Da, and titer increased by 93% (<xref ref-type="bibr" rid="ref7">Feng et al., 2014</xref>). Besides, several engineered <italic>Bacillus</italic> strains were constructed to express different &#x03B3;-PGA synthetases, resulting in production of &#x03B3;-PGA with wide Mw range from 4&#x202F;&#x00D7;&#x202F;10<sup>4</sup> to 8.5&#x202F;&#x00D7;&#x202F;10<sup>6</sup>&#x202F;Da (<xref ref-type="bibr" rid="ref10">Halmschlag et al., 2019</xref>). &#x03B3;-PGAs with Mw ranging from 6.82&#x202F;&#x00D7;&#x202F;10<sup>4</sup> to 1.78&#x202F;&#x00D7;&#x202F;10<sup>6</sup>&#x202F;Da were produced by regulation of expression and secretion of PgdS in engineered <italic>B. licheniformis</italic> strains (<xref ref-type="bibr" rid="ref30">Wang et al., 2020</xref>). However, in the above reports, a single strain typically produces &#x03B3;-PGA with one specific Mw, which limits the potential application of &#x03B3;-PGA.</p>
<p>Therefore, production of &#x03B3;-PGAs with specific Mws by one-step has attracted much attention. For instance, Clustered Regularly Interspaced Short Palindromic Repeats interference (CRISPRi) system was introduced in <italic>B. amyloliquefaciens</italic> NBCSO-3 (&#x0394;<italic>pgdS</italic>&#x0394;<italic>cwlO</italic>) for dynamic regulation of PgdS expression level. &#x03B3;-PGA in the Mw range of 5&#x202F;&#x00D7;&#x202F;10<sup>4</sup>&#x2013;1.4&#x202F;&#x00D7;&#x202F;10<sup>6</sup>&#x202F;Da was produced by an engineered strain (<xref ref-type="bibr" rid="ref23">Sha et al., 2020b</xref>). However, given the outstanding potential of &#x03B3;-PGA for industrial applications, the regulatory range of &#x03B3;-PGA Mw deserves to be further broadened.</p>
<p>In this study, the expression of &#x03B3;-PGA synthetase was controlled in <italic>B. subtilis</italic> 168 by promoter engineering. Furthermore, to produce ultra-high-Mw &#x03B3;-PGA, the coding sequences of multiple &#x03B3;-PGA hydrolases were deleted, and the &#x03B3;-PGA Mw and titer in mutant strains were evaluated. Next, the &#x03B3;-PGAs with specific Mws were produced by regulation of PgdS expression level in an engineered strain. Finally, the &#x03B3;-PGA production process was scaled-up by 70-fold by conducting experiments at the 3.5-L culture volume in a bioreactor. This study aims to tailor production of &#x03B3;-PGA and improve its potential applications.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Strains, media, and culture conditions</title>
<p><italic>E. coli</italic> DH5&#x03B1; was used for plasmid propagation and construction. <italic>B. subtilis</italic> 168 was used for production of &#x03B3;-PGA.</p>
<p>The media included Luria-Bertani (LB) medium (5&#x202F;g/L yeast extract, 10&#x202F;g/L tryptone and 10&#x202F;g/L NaCl) and fermentation medium (30&#x202F;g/L glucose, 2.5&#x202F;g/L yeast extract, 20&#x202F;g/L&#x202F;L-glutamate, 1&#x202F;g/L K<sub>2</sub>HPO<sub>4</sub>, 1&#x202F;g/L MgSO<sub>4</sub>, pH 7.0).</p>
<p>All <italic>E. coli</italic> strains were cultured in LB medium at 37 &#x00B0;C. For &#x03B3;-PGA production, an individual colony of <italic>B. subtilis</italic> strain was inoculated into 5&#x202F;mL of LB medium at 37 &#x00B0;C overnight for seed culture preparations. Then, 1&#x202F;mL of seed culture was inoculated into 50&#x202F;mL of fermentation medium, which was incubated at 37 &#x00B0;C with shaking at 160&#x202F;rpm for 48&#x202F;h. For engineering <italic>Bacillus</italic> strains harboring the promoter P<sub>xylA</sub>, 4&#x202F;g/L xylose was added to the cultures at 8&#x202F;h, followed by continued incubation for an additional 40&#x202F;h. Biomass was monitored by measuring the optical density at 660&#x202F;nm (OD&#x2086;&#x2086;&#x2080;). The shake flask experiments were performed in triplicate.</p>
<p>For colony morphology analysis, fermentation medium agar plates were supplemented with 4&#x202F;g/L xylose and 2% agar. <italic>B. subtilis</italic> strains were streaked on the plates and incubated at 37 &#x00B0;C for 24&#x202F;h.</p>
<p>In the carbon source optimization experiments, glucose was individually replaced with 30&#x202F;g/L of sucrose, fructose, lactose, mannitol, or glycerol, respectively, while all other components of the fermentation medium remained unchanged. Xylose (4&#x202F;g/L) was added to the cultures at 8&#x202F;h, followed by continued incubation for an additional 40&#x202F;h. In xylose concentration optimization experiments, xylose was added to the cultures at concentrations of 1, 2, 4, 8, and 16&#x202F;g/L at 8 h, followed by continued incubation for an additional 40&#x202F;h. All experiments were conducted in triplicate.</p>
<p>In the IPTG concentration optimization experiments, IPTG was added at concentrations of 0.1, 0.2, 0.4, 0.6, 0.8, and 1.0&#x202F;mM to the cultures at 8&#x202F;h, followed by an additional 8&#x202F;h of incubation. To determine the optimal IPTG addition time point, 0.6&#x202F;mM IPTG was added to the cultures at 0, 4, 8, 16, 20, and 24&#x202F;h, respectively, followed by an additional 8&#x202F;h of incubation. The activity of PgdS in the culture supernatant was measured to evaluate the optimal IPTG concentration and addition time point. All experiments were conducted in triplicate.</p>
<p>For scale-up, the cell grew in 5-L fermenter with 3.5&#x202F;L of media (30&#x202F;g/L mannitol, 2.5&#x202F;g/L yeast extract, 20&#x202F;g/L&#x202F;L-glutamate, 1&#x202F;g/L K<sub>2</sub>HPO<sub>4</sub>, 1&#x202F;g/L MgSO<sub>4</sub>, 0.04% (v/v) antifoam (THIX-298), pH 7.0) for 72&#x202F;h. The inoculation amount and temperature were 2% (v/v) and 37 &#x00B0;C, respectively. The aeration rate was 1.0 vvm, and the agitation speed was 400&#x202F;rpm. The biomass, &#x03B3;-PGA titer, concentrations of mannitol and L-glutamate, Mw of &#x03B3;-PGA were analyzed.</p>
<p>To further improve the &#x03B3;-PGA production in 5-L fermenter, the effects of inoculation amount (1% (v/v), 2, 5 and 8%), temperature (32 &#x00B0;C, 37 &#x00B0;C, and 42 &#x00B0;C), aeration rate (0.5 vvm, 1.0 vvm, and 1.5 vvm), agitation speed (200&#x202F;rpm, 300&#x202F;rpm, 400&#x202F;rpm, and 500&#x202F;rpm) and pH (6.0, 6.5, 7.0, and pH-uncontrolled) were investigated.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Construction of plasmids and strains</title>
<p>The primers used for plasmid construction are shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>. The sequences of promoter P<sub>aprE</sub>, P<sub>43</sub>, and P<sub>xylA</sub> were amplified from the genomic DNA of <italic>B. subtilis</italic> 168. Two methods were used to construct the plasmid. One was to digest DNA fragments and plasmids with restriction enzymes, respectively, followed by ligation using T4 DNA ligase (Takara, Dalian). Another method was to insert DNA fragments into plasmids using an ClonExpress Ultra One Step Cloning Kit (Vazyme, China).</p>
<p>For expression of the <italic>pgsBCAE</italic> gene cluster, the upstream (1.5&#x202F;kb) and downstream (1.5&#x202F;kb) regions of <italic>pgsB</italic> were PCR-amplified from the genomic DNA of <italic>B. subtilis</italic> 168. These fragments were individually assembled with three different promoter sequences via overlapping PCR. The resulting constructs were then cloned into the plasmid pKSV7, yielding plasmids pKSV-<italic>P<sub>43</sub></italic>, pKSV-<italic>P<sub>aprE</sub></italic>, and pKSV-<italic>P<sub>xylA</sub></italic>, respectively.</p>
<p>For genes <italic>cwlO</italic>, <italic>pgdS</italic> and <italic>ggt</italic> deletion, the upstream and downstream fragments regions of each target gene were amplified by PCR and fused by overlapping PCR. The fused fragments were subsequently inserted into plasmid pKSV7, generating plasmids pKSV<italic>-cwlO</italic>, pKSV-<italic>pgdS</italic>, and pKSV-<italic>ggt</italic>, respectively.</p>
<p>For <italic>pgdS</italic> expression, the coding sequence was amplified by PCR from <italic>B. subtilis</italic> 168 genomic DNA and inserted into plasmid pHT43, producing plasmid pHT-<italic>SP<sub>PgdS</sub></italic>-<italic>pgdS</italic>. The sequences of signal peptide SP<sub>amyQ</sub> and SP<sub>aprE</sub> were PCR-amplified from pHT43 and pBE-S, respectively, and replaced the SP<sub>PgdS</sub> sequence in plasmid pHT-<italic>SP<sub>PgdS</sub></italic>-<italic>pgdS</italic> using one-step cloning kit, resulting in plasmids pHT-<italic>SP<sub>amyQ</sub></italic>-<italic>pgdS</italic> and pHT-<italic>SP<sub>aprE</sub></italic>-<italic>pgdS</italic>.</p>
<p>All recombinant plasmids were verified by DNA sequencing (Sangon Co., Ltd., China). Then, the verified plasmids were transformed into <italic>B. subtilis</italic> 168 as previously described (<xref ref-type="bibr" rid="ref34">Young and Spizizen, 1963</xref>). Mutant strains were randomly selected from LB agar plates and verified by PCR. All plasmids and strains used in this work are listed in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Assay of activity of PgdS</title>
<p>The activity of PgdS was measured as previously described (<xref ref-type="bibr" rid="ref24">Sha et al., 2018</xref>). Briefly, crude enzyme solution was collected from culture by centrifugation. The 0.5&#x202F;mL of reaction mixture contained 50&#x202F;mM phosphate buffer (pH 7.0), 1&#x202F;g/L &#x03B3;-PGA and 100&#x202F;&#x03BC;L crude enzyme solution, and was incubated at 37 &#x00B0;C for 2&#x202F;h. The reaction was terminated by boiling for 5&#x202F;min. Then 1&#x202F;mL of 2&#x202F;M acetate buffer and 1&#x202F;mL ninhydrin chromogenic solution were added into the reaction, and was incubated at 100 &#x00B0;C for 15&#x202F;min. The UV absorption of reaction was measured at 570&#x202F;nm. The amount of free amino groups was calculated. One unit of PgdS was defined as the amount of enzyme that generated 1&#x202F;&#x03BC;M of free amino groups per hour.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Purification and analysis of &#x03B3;-PGA</title>
<p>The culture was centrifuged at 12,000 g for 30&#x202F;min to remove the bacteria, the supernatant was mixed with 4 times the volume of 95% ethanol, the precipitate was collected by centrifugation at 12,000 g for 5&#x202F;min and redissolved with deionized water. Then, the solution was centrifuged at 12,000 g for 5&#x202F;min to remove insoluble impurities, the supernatant was transferred into dialysis bag (aperture: 10&#x202F;kDa) overnight. Finally, &#x03B3;-PGA was obtained through lyophilization.</p>
<p>For Mw of &#x03B3;-PGA analysis, the purified &#x03B3;-PGA was prepared in 0.3&#x202F;M Na<sub>2</sub>SO<sub>4</sub> as a 1.0&#x202F;mg/mL aqueous solution. The Mw of &#x03B3;-PGA was analyzed using gel permeation chromatography (GPC), equipped with a TSKgel G6000 PWXL column (TosohBioscience, Japan). The mobile phase consisted of 0.3&#x202F;M Na<sub>2</sub>SO<sub>4</sub> solution in water, with a flow rate of 0.5&#x202F;mL/min at 30 &#x00B0;C, and detection was performed with a refractive index detector.</p>
<p>For stereochemical &#x03B3;-PGA analysis, the purified &#x03B3;-PGA was dissolved in 6&#x202F;M HCl and incubated at 105 &#x00B0;C for 12&#x202F;h. Then, the solution pH was adjusted to 7.0 by 6&#x202F;M NaOH. Samples was analyzed by HPLC (Shimadzu, Japan), equipped with Chialpak MA(+) (Daicel Corp, Japan). The mobile phase consisted of 2&#x202F;mM CuSO<sub>4</sub> solution in water, with a flow rate of 0.5&#x202F;mL/min at 25 &#x00B0;C, and detection at 254&#x202F;nm.</p>
<p>For NMR analysis, the 10&#x202F;mg of purified &#x03B3;-PGA was dissolved in 500&#x202F;&#x03BC;L of D<sub>2</sub>O. Spectra were recorded using NMR spectrometer (Avance III HD600, Bruker).</p>
<p>The &#x03B3;-PGA titer of the fermentation broth was analyzed as previously described (<xref ref-type="bibr" rid="ref36">Zeng et al., 2012</xref>). Briefly, the cell was removed by centrifugation (12,000 g), and the supernatants were collected. Then, four volumes of ethanol were added in supernatants. The mixture was centrifuged at 12,000 g to remove supernatants and collect &#x03B3;-PGA-containing precipitate. Next, the precipitate was dried and redissolved in deionized water. Finally, the UV absorption of &#x03B3;-PGA-containing aqueous solution was detected at 216&#x202F;nm. The &#x03B3;-PGA titer was calculated by the standard curve.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Statistical analysis</title>
<p>Statistical significance was performed using analysis of ANOVA with a significance level of 0.05 by SPSSAU (<ext-link xlink:href="http://www.spssau.com" ext-link-type="uri">www.spssau.com</ext-link>).</p>
</sec>
</sec>
<sec sec-type="results" id="sec8">
<label>3</label>
<title>Results</title>
<sec id="sec9">
<label>3.1</label>
<title>Construction of engineered strains for &#x03B3;-PGA production</title>
<p>Although the genome of <italic>B. subtilis</italic> 168 contains the &#x03B3;-PGA biosynthesis gene cluster <italic>pgsBCAE</italic>, it is usually not transcribed (<xref ref-type="bibr" rid="ref28">Urushibata et al., 2002</xref>). Therefore, the constitutive promoters P<sub>aprE</sub> and P<sub>43</sub> and inducible promoter P<sub>xylA</sub> were integrated chromosome of the <italic>B. subtilis</italic> 168 to produce strains BS1, BS2, and BS3 (<xref ref-type="fig" rid="fig1">Figure 1A</xref>), respectively. Next, the engineered strains were used for &#x03B3;-PGA production. The results showed that titers of &#x03B3;-PGA in BS1, BS2, and BS3 were 3.06&#x202F;g/L, 2.78&#x202F;g/L, and 1.51&#x202F;g/L (<xref ref-type="fig" rid="fig1">Figure 1B</xref>), respectively, suggesting that promoter P<sub>aprE</sub> may have stronger transcription ability than P<sub>43</sub> and P<sub>xylA</sub>.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Production of the &#x03B3;-PGA by engineered strains. <bold>(A)</bold> Schematic diagram of integration expression by different promoters. <bold>(B)</bold> Production of &#x03B3;-PGA by strains BS1, BS2 and BS3. For strain BS3, 4&#x202F;g/L xylose was added to the cultures at 8&#x202F;h. <bold>(C)</bold> Effect of carbon source on &#x03B3;-PGA production by strain BS3. Xylose (4&#x202F;g/L) was added to the cultures at 8&#x202F;h. <bold>(D)</bold> Effect of xylose concentrations on &#x03B3;-PGA production by strain BS3 when fructose was used as carbon source. <bold>(E)</bold> Effect of xylose concentrations on &#x03B3;-PGA production by strain BS3 when mannitol was used as carbon source. Different letters (a&#x2013;d) are annotated on graphs to indicate statistical significance among treatments at <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05.</p>
</caption>
<graphic xlink:href="fmicb-16-1597704-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Diagram showing strains constructs and &#x03B3;-PGA production analysis. (A) Schematic representation of stains BS1, BS2, BS3, in which promoters PaprE, P&#x2084;&#x2083;, and PxylA were integrated with pgsBCAE on the chromosome. (B) Biomass (orange) and &#x03B3;-PGA titer (green) of strains BS1, BS2, BS3. (C) Biomass and &#x03B3;-PGA titer of strain BS3 under different carbon sources. (D, E) Biomass and &#x03B3;-PGA titer of strain BS3 when cultured with fructose (D) or mannitol (E) as the carbon source. Error bars and letter annotations indicate statistical differences.</alt-text>
</graphic>
</fig>
<p>However, the promoter P<sub>xylA</sub> can be inhibited by glucose in fermentation (<xref ref-type="bibr" rid="ref14">Kim et al., 1996</xref>). Therefore, we selected a variety of carbon sources, including sucrose, fructose, lactose, mannitol and glycerol, to replace glucose in fermentation for elimination of glucose inhibition. All the other components of the media remained the same. As shown in <xref ref-type="fig" rid="fig1">Figure 1C</xref>, when medium contained sucrose, the biomass and &#x03B3;-PGA titer were 7.82 and 2.1&#x202F;g/L, respectively. Compared with glucose, sucrose did not improve the &#x03B3;-PGA production. The reason was that sucrose was hydrolyzed to produce glucose and fructose in fermentation, producing glucose inhibited the P<sub>xylA</sub>. When fructose and mannitol were carbon sources, the corresponding &#x03B3;-PGA titers were 4.8&#x202F;g/L and 4.82&#x202F;g/L, respectively, which both were higher than those of strains BS1 and BS2. Notably, the OD<sub>660</sub> was highest at 9.31 in 48&#x202F;h by using mannitol, suggesting mannitol was more favorable to the cell growth. In addition, both biomass and &#x03B3;-PGA titer decreased by using glycerol, indicating that glycerol was not suitable to &#x03B3;-PGA production for strain BS3. Considering that there was no significant difference between fructose and mannitol as carbon sources in &#x03B3;-PGA production, fructose and mannitol were selected as carbon sources for further research.</p>
<p>Since the P<sub>xylA</sub> promoter was induced by xylose, the effect of xylose concentration in fermentation was studied when carbon sources were fructose and mannitol, respectively. As shown in <xref ref-type="fig" rid="fig1">Figure 1D</xref>, with fructose as carbon source and concentration of xylose was 4&#x202F;g/L, the &#x03B3;-PGA titer was maximum at 4.8&#x202F;g/L. However, with mannitol as carbon source and concentration of xylose was 2&#x202F;g/L, the &#x03B3;-PGA titer was 6.08&#x202F;g/L (<xref ref-type="fig" rid="fig1">Figure 1E</xref>). Compared with fructose, mannitol increased &#x03B3;-PGA production by 26.67% while requiring less xylose. Therefore, mannitol had good performance on &#x03B3;-PGA production in strain BS3.</p>
<p>Furthermore, the colony morphology of <italic>B. subtilis</italic> 168 and BS3 were observed. The results showed that <italic>B. subtilis</italic> 168 formed big and flat colonies (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1A</xref>). In contrast, the colonies of BS3 appeared globoid and viscous, indicating that it has the ability to synthesize &#x03B3;-PGA. Next, the purified &#x03B3;-PGA was analyzed by NMR (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1B</xref>). These results determined that purified product in this study was &#x03B3;-PGA. In addition, stereochemical analysis of &#x03B3;-PGA showed that D/L-glutamic acid ratio was 59: 41 (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1C</xref>).</p>
</sec>
<sec id="sec10">
<label>3.2</label>
<title>Effect of deletion of &#x03B3;-PGA hydrolases on &#x03B3;-PGA production</title>
<p>The <italic>B. subtilis</italic> contains hydrolases CwlO, PgdS and GGT. These enzymes can degrade &#x03B3;-PGA to affect the Mw and concentration of &#x03B3;-PGA (<xref ref-type="bibr" rid="ref17">Mitsui et al., 2011</xref>; <xref ref-type="bibr" rid="ref21">Scoffone et al., 2013</xref>). In order to increase the &#x03B3;-PGA Mw and titer, the effects of deletion of genes <italic>cwlO, pgdS</italic> and <italic>ggt</italic> on &#x03B3;-PGA production were investigated. Recombinant strains BS4 (BS3&#x0394;<italic>cwlO</italic>), BS5 (BS3&#x0394;<italic>pgdS</italic>), and BS6 (BS3&#x0394;<italic>ggt</italic>) were constructed and used to produce &#x03B3;-PGA under optimal culture conditions (fermentation medium containing 30&#x202F;g/L mannitol, 2.5&#x202F;g/L yeast extract, 20&#x202F;g/L&#x202F;L-glutamate, 1&#x202F;g/L K<sub>2</sub>HPO<sub>4</sub>, 1&#x202F;g/L MgSO<sub>4</sub>, pH 7.0; 2&#x202F;g/L xylose added to the cultures at 8&#x202F;h). The results showed that biomass of BS4 was higher than BS3 and other mutant strains (<xref ref-type="fig" rid="fig2">Figure 2A</xref>), while BS5 and BS6 showed no significant difference from BS3. The &#x03B3;-PGA titer in BS4 was highest at 6.62&#x202F;g/L at 56&#x202F;h, and its Mw was 9.53&#x202F;&#x00D7;&#x202F;10<sup>6</sup>&#x202F;Da. In addition, &#x03B3;-PGA Mw of BS5 were highest at 2.27&#x202F;&#x00D7;&#x202F;10<sup>7</sup>&#x202F;Da at 48&#x202F;h, which increased by 200.26% compared to BS3. These results indicated that deletion of <italic>cwlO</italic> improved the &#x03B3;-PGA titer, while PgdS had a significant impact on the Mw of &#x03B3;-PGA. In contrast, deletion of <italic>ggt</italic> did not substantially enhance either the titer or the Mw.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Effect of hydrolase genes deletion on the biomass, &#x03B3;-PGA titer and Mw. <bold>(A)</bold> Single-gene deletion strains: BS4 (BS3&#x0394;<italic>cwlO</italic>), BS5 (BS3&#x0394;<italic>pgdS</italic>), BS6 (BS3&#x0394;<italic>ggt</italic>). <bold>(B)</bold> Double-gene deletion strains: BS7 (BS3&#x0394;<italic>cwlO</italic>&#x0394;<italic>pgdS</italic>), BS8 (BS3&#x0394;<italic>cwlO</italic>&#x0394;<italic>ggt</italic>) and BS9 (BS3&#x0394;<italic>ggt</italic>&#x0394;<italic>pgdS</italic>). <bold>(C)</bold> Triple-gene deletion strain: BS10 (BS3&#x0394;<italic>cwlO</italic>&#x0394;<italic>ggt</italic>&#x0394;<italic>pgdS</italic>).</p>
</caption>
<graphic xlink:href="fmicb-16-1597704-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Graphs illustrate biomass, &#x03B3;-PGA titer, and molecular weight for gene-deletion strains labeled BS4 to BS10.</alt-text>
</graphic>
</fig>
<p>Next, the double-gene deletion of &#x03B3;-PGA hydrolases was conducted. The strains BS7 (BS3&#x0394;<italic>cwlO</italic>&#x0394;<italic>pgdS</italic>), BS8 (BS3&#x0394;<italic>cwlO</italic>&#x0394;<italic>ggt</italic>) and BS9 (BS3&#x0394;<italic>ggt</italic>&#x0394;<italic>pgdS</italic>) were constructed and used for &#x03B3;-PGA production. The results showed that there was no significant difference in the biomass between strains BS7, BS8 and BS3 (<xref ref-type="fig" rid="fig2">Figure 2B</xref>). The biomass of strain BS9 was slightly lower than that of BS3 and other double-gene deletion strains after 48&#x202F;h. The maximum titers of &#x03B3;-PGA in BS7, BS8 and BS9 were 6.83&#x202F;g/L, 7.01&#x202F;g/L and 7.27&#x202F;g/L at 56&#x202F;h, respectively, which were 19.41, 22.56 and 27.1% higher than that of BS3. The &#x03B3;-PGA Mw in BS7 and BS9 obviously higher than BS8 and BS3. BS9 achieved the highest Mw at 2.31&#x202F;&#x00D7;&#x202F;10<sup>7</sup>&#x202F;Da at 56&#x202F;h. Although it was higher than BS7 (2.11&#x202F;&#x00D7;&#x202F;10<sup>7</sup>&#x202F;Da) and BS8 (9.17&#x202F;&#x00D7;&#x202F;10<sup>6</sup>&#x202F;Da), it was only 1.8% higher than single-gene deletion strain BS5 (2.27&#x202F;&#x00D7;&#x202F;10<sup>7</sup>&#x202F;Da). These results suggested that all double-gene deletion strains increased the titer and Mw of the generated &#x03B3;-PGA compared to BS3.</p>
<p>Furthermore, the three genes <italic>cwlO, pgdS</italic> and <italic>ggt</italic> were knocked out to produce strain BS10 (BS3&#x0394;<italic>cwlO</italic>&#x0394;<italic>ggt</italic>&#x0394;<italic>pgdS</italic>). Production of &#x03B3;-PGA by strain BS10 was assayed. As shown in <xref ref-type="fig" rid="fig2">Figure 2C</xref>, the biomass of BS10 was slightly lower than BS3. But &#x03B3;-PGA titer and Mw were 8.44&#x202F;g/L and 2.42&#x202F;&#x00D7;&#x202F;10<sup>7</sup>&#x202F;Da at 56&#x202F;h, respectively, which increased by 47.81 and 220.1%. These results determined that deletion of <italic>cwlO, pgdS</italic>, and <italic>ggt</italic> can further increase the &#x03B3;-PGA titer and Mw.</p>
</sec>
<sec id="sec11">
<label>3.3</label>
<title>Regulation of PgdS expression level for production of &#x03B3;-PGA with different Mws</title>
<p>In our present study, it has been determined that PgdS had a significant effect on the &#x03B3;-PGA Mw. So we attempted to regulate expression level of PgdS for control of the Mw of generated &#x03B3;-PGA. The inducible promoter P<sub>grac</sub> by IPTG was selected to control PgdS expression level. The plasmid pHT-<italic>SP<sub>PgdS</sub></italic>-<italic>pgdS</italic> was constructed and transformed into BS10 to produce strain BS11. In addition, PgdS contains a signal peptide SP<sub>PgdS</sub> (amino acids codes: 1&#x2013;32) that transport PgdS into the culture to hydrolyze &#x03B3;-PGA. Considering that the efficiency of PgdS secretion affects its activity in the culture, we sought to enhance PgdS secretion to produce &#x03B3;-PGA with lower Mw, thereby expanding the range of &#x03B3;-PGA Mw. Therefore, the signal peptides SP<sub>amyQ</sub> and SP<sub>aprE</sub> replaced SP<sub>PgdS</sub> to construct strains BS12 and BS13, respectively. The specific activity of PgdS in supernatant of culture was measured. The results showed that the specific activities of PgdS in strains BS11, BS12, and BS13 were 5.16&#x202F;U/mL, 4.91&#x202F;U/mL, and 3.23&#x202F;U/mL (<xref ref-type="fig" rid="fig3">Figure 3A</xref>), respectively, suggesting that SP<sub>PgdS</sub> was more favorable for PgdS secretion. Thus strain BS11 was selected for further study.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Effect of PgdS activity in culture on &#x03B3;-PGA production. <bold>(A)</bold> Effect of signal peptide on PgdS activity in culture. <bold>(B)</bold> Effect of IPTG concentrations on PgdS activity in culture. <bold>(C)</bold> Effect of IPTG addition time points on PgdS activity in culture. <bold>(D)</bold> Effect of IPTG addition time points on &#x03B3;-PGA production. CK: no IPTG addition. Different letters (a&#x2013;f) are annotated on graphs to indicate statistical significance among treatments at <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05.</p>
</caption>
<graphic xlink:href="fmicb-16-1597704-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Graphs showing effect of PgdS activity on &#x03B3;-PGA production. (A) Comparison PgdS activity in strains BS11, BS12, BS13. (B) PgdS activity at different IPTG concentrations, peaking at 0.6 mM. (C) PgdS activity at different IPTG addition time points, peaking at 16 hours. (D) &#x03B3;-PGA titer and molecular weight at various IPTG addition times. Error bars represent standard deviations.</alt-text>
</graphic>
</fig>
<p>Next, the effect of IPTG concentrations on PgdS activity were studied. As shown in <xref ref-type="fig" rid="fig3">Figure 3B</xref>, when concentrations of IPTG were 0&#x2013;0.6&#x202F;mM, the activity of PgdS increased with increasing IPTG concentrations. However, when IPTG concentrations exceeded 0.6&#x202F;mM, the activity of PgdS decreased. Therefore, 0.6&#x202F;mM IPTG was used as an optimal concentration. In optimal IPTG concentration, effect of IPTG addition time on PgdS activity was assayed. The results showed that PgdS activity in supernatant was highest at 20.51&#x202F;U/mL when IPTG was added at 16&#x202F;h (<xref ref-type="fig" rid="fig3">Figure 3C</xref>).</p>
<p>Finally, the effect of IPTG addition time on &#x03B3;-PGA production was studied. The results showed that the Mw of generated &#x03B3;-PGA was related to IPTG addition time (<xref ref-type="fig" rid="fig3">Figure 3D</xref>). When IPTG was not added, the &#x03B3;-PGA titer and Mw in BS11 were 7.49&#x202F;g/L and 2.15&#x202F;&#x00D7;&#x202F;10<sup>7</sup>&#x202F;Da, respectively. Compared with control, the &#x03B3;-PGA Mw decreased to 9.55&#x202F;&#x00D7;&#x202F;10<sup>4</sup>&#x202F;Da, 9.95&#x202F;&#x00D7;&#x202F;10<sup>4</sup>&#x202F;Da, and 6.5&#x202F;&#x00D7;&#x202F;10<sup>5</sup>&#x202F;Da, respectively, when IPTG was added at 16&#x202F;h, 24&#x202F;h, and 36&#x202F;h. However, the &#x03B3;-PGA titer increased with IPTG addition time increase (16&#x2013;24&#x202F;h). The &#x03B3;-PGA titer was lowest at 6.28&#x202F;g/L when IPTG was added at 16&#x202F;h. When IPTG was added after 32&#x202F;h, &#x03B3;-PGA titer was stable. These results suggested that change of IPTG addition time can produce &#x03B3;-PGA with specific Mw in an engineered strain. In summary, the &#x03B3;-PGA with Mw ranging from 9.55&#x202F;&#x00D7;&#x202F;10<sup>4</sup>&#x202F;Da to 2.15&#x202F;&#x00D7;&#x202F;10<sup>7</sup>&#x202F;Da was produced by an engineered strain, with the titer of 6.28&#x2013;8.57&#x202F;g/L.</p>
</sec>
<sec id="sec12">
<label>3.4</label>
<title>Production of &#x03B3;-PGA in 5-L fermenter</title>
<p>To explore the production potential of strain BS11, the 5-L fermenter was used for large-scale experiments. The results showed that the &#x03B3;-PGA Mw and titer were 1.85&#x202F;&#x00D7;&#x202F;10<sup>7</sup>&#x202F;Da and 4.86&#x202F;g/L at 56&#x202F;h (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>), respectively, which were lower than shake flask. Considering the many factors have an impact on fermentation, such as inoculation amount, temperature, aeration rate, stirring speed and pH. Therefore, the fermentation conditions of &#x03B3;-PGA should be optimized.</p>
<p>First, the inoculation amounts were set 1% (v/v), 2, 5, and 8% in fermentation. As shown in <xref ref-type="fig" rid="fig4">Figure 4A</xref>, when inoculation amounts were 1 and 2%, respectively, their biomass was higher than the 5 and 8% of inoculation amounts. The &#x03B3;-PGA titer was highest at 4.96&#x202F;g/L in fermentation with 2% of inoculation amount. The &#x03B3;-PGA Mw in 2% of inoculation amount was highest at 1.93&#x202F;&#x00D7;&#x202F;10<sup>7</sup>&#x202F;Da. These results suggested that when inoculation amount was 2%, the efficiency of &#x03B3;-PGA synthesis was highest.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Effects of inoculation amounts <bold>(A)</bold>, temperature <bold>(B)</bold>, aeration rate <bold>(C)</bold>, agitation speed <bold>(D)</bold> and pH <bold>(E)</bold> on &#x03B3;-PGA production in 5-L fermenter.</p>
</caption>
<graphic xlink:href="fmicb-16-1597704-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Graphs depicting the effects of various conditions on biomass, &#x03B3;-PGA titer, and molecular weight in a 5-L fermenter. Each set of three graphs is labeled A to E, showing the impact of inoculation ratio, temperature, aeration rate, agitation speed, and pH, respectively. Key observations include variations in biomass, &#x03B3;-PGA titer, and molecular weight across different conditions, with each line representing a distinct parameter setting.</alt-text>
</graphic>
</fig>
<p>Then, in optimal inoculation amount, the effect of temperature on &#x03B3;-PGA production was studied. The results showed that when temperature was 32 &#x00B0;C, the biomass was higher than at 37 &#x00B0;C and 42 &#x00B0;C (<xref ref-type="fig" rid="fig4">Figure 4B</xref>). However, the &#x03B3;-PGA titer was lowest at 32 &#x00B0;C. The &#x03B3;-PGA titer kept stable after 40&#x202F;h at 37 &#x00B0;C, its maximum titer was 5.6&#x202F;g/L. In addition, the &#x03B3;-PGA Mw at 32 &#x00B0;C was higher than at 37 &#x00B0;C and 42 &#x00B0;C during 0&#x2013;40&#x202F;h. But the &#x03B3;-PGA Mw at 37 &#x00B0;C increased with the increase of fermentation time and showed no significant difference from that at 32 &#x00B0;C after 48&#x202F;h. Considering &#x03B3;-PGA Mw and titer, the 37 &#x00B0;C temperature was selected for optimal temperature.</p>
<p>In the optimal inoculation amount and temperature, the effect of aeration rate on &#x03B3;-PGA production was explored. As shown in <xref ref-type="fig" rid="fig4">Figure 4C</xref>, the cell growth was faster at aeration rate of 1.0 vvm and 1.5 vvm, corresponding to higher titers than 0.5 vvm. The &#x03B3;-PGA titer was highest at 6.58&#x202F;g/L at 1.5 vvm. The &#x03B3;-PGA Mw at 1.5 vvm significantly higher than that of 0.5 vvm and 1.0 vvm, with a highest Mw of 2.02&#x202F;&#x00D7;&#x202F;10<sup>7</sup>&#x202F;Da. So the 1.5 vvm was used for optimal aeration rate.</p>
<p>In optimal inoculation amount, temperature and aeration rate, the agitation speed in fermentation was optimized. The results showed that the cell growth was better at 300&#x202F;rpm and &#x03B3;-PGA titer was maximum at 7.63&#x202F;g/L compared to other agitation speeds (<xref ref-type="fig" rid="fig4">Figure 4D</xref>). The &#x03B3;-PGA Mw was highest at 2.06&#x202F;&#x00D7;&#x202F;10<sup>7</sup>&#x202F;Da at 300&#x202F;rpm. These results indicated that 300&#x202F;rpm was more conducive to &#x03B3;-PGA production.</p>
<p>Based on above optimal conditions, the effect of pH on &#x03B3;-PGA production was investigated. As shown in <xref ref-type="fig" rid="fig4">Figure 4E</xref>, although biomass at pH 7.0 was higher, the &#x03B3;-PGA titer was maximum at 7.4&#x202F;g/L when pH was not controlled. The &#x03B3;-PGA Mw was highest at 1.87&#x202F;&#x00D7;&#x202F;10<sup>7</sup>&#x202F;Da. Therefore, the production efficiency of &#x03B3;-PGA was better in the pH-uncontrolled group, which also reduced the cost.</p>
<p>Finally, the optimal culture conditions were further applied to produce &#x03B3;-PGA in 5-L fermenter. Meanwhile, IPTG was added at 0.6&#x202F;mM in culture at 24&#x202F;h. The results showed that the biomass at 40&#x202F;h was the highest (<xref ref-type="fig" rid="fig5">Figure 5</xref>), and then decreased. The maximum titer was 7.76&#x202F;g/L at 56&#x202F;h. The &#x03B3;-PGA Mw increased from 8 to 24&#x202F;h, with a highest Mw was 1.84&#x202F;&#x00D7;&#x202F;10<sup>7</sup>&#x202F;Da. Then &#x03B3;-PGA Mw decreased after IPTG addition. The lowest Mw was 8.3&#x202F;&#x00D7;&#x202F;10<sup>4</sup>&#x202F;Da at 72&#x202F;h. These results suggested that IPTG-induced expression of PgdS to change &#x03B3;-PGA Mw was feasible in large-scale experiments. Although IPTG was only added at 24&#x202F;h, we are confident that &#x03B3;-PGA with specific Mw can be produced by changing the IPTG addition time in large-scale experiments in future study.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Production of &#x03B3;-PGA in 5-L fermenter at optimal culture conditions.</p>
</caption>
<graphic xlink:href="fmicb-16-1597704-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Graph depicting time-course changes in a 5-L fermenter under optimal culture conditions. The graph displays five variables: biomass, &#x03B3;-PGA titer and molecular weight, mannitol and L-glutamate concentration.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec13">
<label>4</label>
<title>Discussion</title>
<p>In this study, we activated the expression of the &#x03B3;-PGA synthetase gene cluster of <italic>B. subtilis</italic> 168 and expanded the Mw range of the produced &#x03B3;-PGA by deleting hydrolases and overexpressing PgdS.</p>
<p>Previous studies have demonstrated that glucose competed with xylose for inhibition of xylose-binding sites on the promoter P<sub>xylA</sub> in <italic>B. subtilis</italic>, thereby inhibiting transcription (<xref ref-type="bibr" rid="ref14">Kim et al., 1996</xref>). In addition, &#x03B3;-PGA synthesis also requires hydrolysis of ATP to provide energy for the reaction (<xref ref-type="bibr" rid="ref19">Qiu et al., 2023</xref>). Thus, many studies used cheap glucose as carbon source for &#x03B3;-PGA biosynthesis (<xref ref-type="bibr" rid="ref9">Halmschlag et al., 2020</xref>; <xref ref-type="bibr" rid="ref32">Xu et al., 2024</xref>). However, in this study, glucose may not be a suitable carbon source for strains utilizing the P<sub>xylA</sub> promoter to regulate &#x03B3;-PGA synthetases expression. Therefore, screening for a more suitable carbon source to support both cell growth and &#x03B3;-PGA production was necessary. We found that mannitol, as a carbon source, used less xylose and resulted in a higher &#x03B3;-PGA titer compared to other carbon sources. Specifically, &#x03B3;-PGA titer increased by about three times relative to the initial culture conditions. This improvement may be attributed to the elimination of glucose-mediated inhibition. Previous research also reported that mannitol served as the optimal carbon source for &#x03B3;-PGA production in <italic>B. methylotrophicus</italic>, likely by affecting biosynthesis of endogenous glutamic acid through the TCA cycle (<xref ref-type="bibr" rid="ref5">Chatterjee et al., 2017</xref>). We speculated that a similar mechanism may occur in <italic>B. subtilis</italic>.</p>
<p>Next, we found that strain BS3 produced ultra-high-Mw &#x03B3;-PGA (7.56&#x202F;&#x00D7;&#x202F;10<sup>6</sup>&#x202F;Da). In previous reports, &#x03B3;-PGA with a Mw of 8.5&#x202F;&#x00D7;&#x202F;10<sup>6</sup>&#x202F;Da was also produced by using <italic>B. subtilis</italic> 168 as a host (<xref ref-type="bibr" rid="ref10">Halmschlag et al., 2019</xref>). However, this ultra-high-Mw &#x03B3;-PGA has rarely been produced in other <italic>Bacillus</italic> strains, such as <italic>B. licheniformis</italic> WX-02 and <italic>B. amyloliquefaciens</italic> NB, which only produce &#x03B3;-PGA with Mw values of 1.2&#x202F;&#x00D7;&#x202F;10<sup>6</sup>&#x202F;Da and 1.38&#x202F;&#x00D7;&#x202F;10<sup>6</sup>&#x202F;Da, respectively (<xref ref-type="bibr" rid="ref27">Tian et al., 2014</xref>; <xref ref-type="bibr" rid="ref24">Sha et al., 2018</xref>). These findings suggest that the production of ultra-high-Mw &#x03B3;-PGA in <italic>B. subtilis</italic> 168 may be more suitable than in other strains.</p>
<p>To overcome the limitations of the strain on the maximum Mw, we investigated the effects of deletion of hydrolases CwlO, PgdS, and GGT genes in <italic>B. subtilis</italic> on &#x03B3;-PGA production. Previous studies have shown that the deletion of <italic>cwlO</italic>, <italic>pgdS</italic>, and <italic>ggt</italic> did not necessarily increase the Mw or titer of &#x03B3;-PGA in the other <italic>Bacillus</italic> strains (<xref ref-type="bibr" rid="ref7">Feng et al., 2014</xref>; <xref ref-type="bibr" rid="ref18">Ojima et al., 2019</xref>). Therefore, we performed the single, double and triple deletions of these genes. The results showed that both &#x0394;<italic>pgdS</italic> and &#x0394;<italic>ggt</italic> did not significantly improve the titer of &#x03B3;-PGA. Only &#x0394;<italic>cwlO</italic> increased the titer of &#x03B3;-PGA by 15.93%. A similar trend (27.64% increase) was reported in <italic>B. amyloliquefaciens</italic> LL3 following <italic>cwlO</italic> deletion (<xref ref-type="bibr" rid="ref7">Feng et al., 2014</xref>). This may be that due to the higher biomass of the &#x0394;<italic>cwlO</italic> strain. Furthermore, the deletion of <italic>cwlO</italic> may lead to the cells shorter than wild-type strain, resulting in a higher specific surface area, which would increase the &#x03B3;-PGA transport, therefore improving its &#x03B3;-PGA production. In addition, since &#x03B3;-PGA is formed by an enzyme complex in the cell membrane, a larger membrane surface area may lead to more &#x03B3;-PGA formation (<xref ref-type="bibr" rid="ref7">Feng et al., 2014</xref>; <xref ref-type="bibr" rid="ref11">Hoffmann et al., 2022</xref>). GGT was expressed during the stationary phase of cell and hydrolyzed &#x03B3;-PGA to produce D/L-glutamic acid monomer, which provided nutrients for cells (<xref ref-type="bibr" rid="ref15">Kimura et al., 2004</xref>; <xref ref-type="bibr" rid="ref21">Scoffone et al., 2013</xref>). Therefore, the short hydrolysis time and exo-hydrolase activity of GGT may indicate no significant improvement in the titer and Mw of &#x03B3;-PGA in the &#x0394;<italic>ggt</italic> strain. Similarly, the deletion of <italic>ggt</italic> had minimal effect on &#x03B3;-PGA titer in <italic>B. amyloliquefaciens</italic> LL3 (<xref ref-type="bibr" rid="ref7">Feng et al., 2014</xref>). In contrast, &#x0394;<italic>ggt</italic> improved &#x03B3;-PGA production in <italic>B. licheniformis</italic> RK14-46, while &#x0394;<italic>pgdS</italic> inhibited it (<xref ref-type="bibr" rid="ref18">Ojima et al., 2019</xref>). In our study, the deletion of <italic>pgdS</italic> significantly increased the &#x03B3;-PGA Mw by 200.26%, whereas deletions of <italic>cwlO</italic> and <italic>ggt</italic> had no significant effect. These results indicated that PgdS played an important role in regulating the Mw of &#x03B3;-PGA. Notably, this an extent of Mw increase was not observed in <italic>B. amyloliquefaciens</italic> and <italic>B. licheniformis</italic> (<xref ref-type="bibr" rid="ref7">Feng et al., 2014</xref>; <xref ref-type="bibr" rid="ref23">Sha et al., 2020b</xref>; <xref ref-type="bibr" rid="ref30">Wang et al., 2020</xref>). Moreover, we found that the triple-deletion strain BS10 exhibited a marked improvement in both &#x03B3;-PGA titer and Mw, with increases of 47.81 and 220.1%, respectively. In contrast, the triple deletions of <italic>cwlO</italic>, <italic>ggt</italic>, and <italic>pgdS</italic> in <italic>B. amyloliquefaciens</italic> LL3 resulted in a 27.1% decrease in &#x03B3;-PGA titer and only a 16.77% increase in Mw (<xref ref-type="bibr" rid="ref7">Feng et al., 2014</xref>). Similarly, in <italic>B. amyloliquefaciens</italic> NBCSO-3 (&#x0394;<italic>cwlO</italic>&#x0394;<italic>ggt</italic>&#x0394;<italic>pgdS</italic>), the &#x03B3;-PGA titer declined, while the &#x03B3;-PGA Mw showed only a slight increase (<xref ref-type="bibr" rid="ref23">Sha et al., 2020b</xref>). These findings suggest that <italic>B. subtilis</italic> 168 is a promising chassis for expanding the regulation range of &#x03B3;-PGA Mws.</p>
<p>Regulating the expression level of PgdS has been a typically strategy for controlling the Mw of &#x03B3;-PGA. Previous studies have used constitutive promoters or phase-dependent promoters to control PgdS expression level. However, these methods lacked efficient dynamic regulation of PgdS expression level, often requiring the construction of multiple engineered strains for &#x03B3;-PGA with variable Mws (<xref ref-type="bibr" rid="ref30">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="ref6">Chen et al., 2023</xref>). In addition, some reports focused on the production of low-Mw &#x03B3;-PGA by enhancing PgdS expression (<xref ref-type="bibr" rid="ref27">Tian et al., 2014</xref>; <xref ref-type="bibr" rid="ref24">Sha et al., 2018</xref>; <xref ref-type="bibr" rid="ref22">Sha et al., 2020a</xref>). In this study, we constructed strain BS11 for PgdS expression under the control of an IPTG-inducible promoter P<sub>grac</sub>. The results demonstrate that the &#x03B3;-PGA Mw can be dynamically regulated with change of IPTG addition time. Although P<sub>grac</sub> has been previously used in <italic>B. amyloliquefaciens</italic> NBCSO-3 (&#x0394;<italic>pgdS</italic>&#x0394;<italic>cwlO</italic>) to regulate PgdS expression, it was reported that the exchange of the additional time of IPTG had a little effect on PgdS activity. Therefore, a CRISPRi system was further introduced in <italic>B. amyloliquefaciens</italic> NBCSO-3 (&#x0394;<italic>pgdS</italic>&#x0394;<italic>cwlO</italic>) to construct an engineered strain that can produce &#x03B3;-PGA with variable Mw (<xref ref-type="bibr" rid="ref23">Sha et al., 2020b</xref>). In that system, dCas was regulated by an IPTG-inducible promoter, while three sgRNAs were controlled by xylose-, maltose-, and arabinose-inducible promoters, respectively. As a result, the production of &#x03B3;-PGA with specific Mws required adjusting the concentrations of multiple inducers in the culture, making the operation relatively complicated. In contrast, our study provides a simple and effective method for production of &#x03B3;-PGA with wider range of Mw regulation (<xref ref-type="table" rid="tab1">Table 1</xref>). However, the production of &#x03B3;-PGA with lower Mw in this study was not better than other reports. We speculate that the activity of PgdS from <italic>B. subtilis</italic> 168 is too low to efficiently hydrolyze &#x03B3;-PGA. Thus, screening the PgdS with high activity may achieve the production of &#x03B3;-PGA with lower Mw in the future.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Comparison of the Mw of &#x03B3;-PGA produced by engineered strains constructed with different strategies.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Microbial hosts</th>
<th align="left" valign="top">Processes</th>
<th align="left" valign="top">Titer (g/L)</th>
<th align="left" valign="top">Mw (Da)</th>
<th align="left" valign="top">References</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top"><italic>B. subtilis</italic> 168</td>
<td align="left" valign="top">Dynamic regulation of PgdS expression level in an engineered strain</td>
<td align="left" valign="top">6.28&#x2013;8.57</td>
<td align="left" valign="top">9.55&#x202F;&#x00D7;&#x202F;10<sup>4</sup>&#x2013;2.15&#x202F;&#x00D7;&#x202F;10<sup>7</sup></td>
<td align="left" valign="top">This study</td>
</tr>
<tr>
<td align="left" valign="top"><italic>B. subtilis</italic> 168</td>
<td align="left" valign="top">Expressing different &#x03B3;-PGA synthetases in strains PG27, PG25-E and PG10, respectively</td>
<td align="left" valign="top">0.2&#x2013;2</td>
<td align="left" valign="top">2.9&#x202F;&#x00D7;&#x202F;10<sup>4</sup>&#x2013;3.4&#x202F;&#x00D7;&#x202F;10<sup>4</sup>, 1.7&#x202F;&#x00D7;&#x202F;10<sup>5</sup>&#x2013;6.6&#x202F;&#x00D7;&#x202F;10<sup>5</sup>, Up to 8.5&#x202F;&#x00D7;&#x202F;10<sup>6</sup></td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref10">Halmschlag et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top"><italic>B. subtilis</italic> KH2</td>
<td align="left" valign="top">Regulation of PgdS expression level in four engineered strains KH2-RA, KH2-RC, KH2-RX, and KH2-RS</td>
<td align="left" valign="top">13.57&#x2013;23.28</td>
<td align="left" valign="top">4.12&#x202F;&#x00D7;&#x202F;10<sup>5</sup>, 1.36&#x202F;&#x00D7;&#x202F;10<sup>6</sup>, 2.23&#x202F;&#x00D7;&#x202F;10<sup>6</sup>, 2.41&#x202F;&#x00D7;&#x202F;10<sup>6</sup></td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref6">Chen et al. (2023)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top"><italic>B. licheniformis</italic> WX-02</td>
<td align="left" valign="top">Construction of multiple strains for regulation of expression and secretion of PgdS</td>
<td align="left" valign="top">27&#x2013;34</td>
<td align="left" valign="top">6.82&#x202F;&#x00D7;&#x202F;10<sup>4</sup>&#x2013;1.78&#x202F;&#x00D7;&#x202F;10<sup>6</sup><xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref30">Wang et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top"><italic>B. amyloliquefaciens</italic> NB</td>
<td align="left" valign="top">Overexpressing PgdS in an engineered strain</td>
<td align="left" valign="top">17.62</td>
<td align="left" valign="top">2&#x202F;&#x00D7;&#x202F;10<sup>4</sup>&#x2013;3&#x202F;&#x00D7;&#x202F;10<sup>4</sup></td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref24">Sha et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left" valign="top"><italic>B. amyloliquefaciens</italic> NS</td>
<td align="left" valign="top">CRISRi system controlling PgdS expression level in an engineered strain</td>
<td align="left" valign="top">25&#x2013;27</td>
<td align="left" valign="top">5&#x202F;&#x00D7;&#x202F;10<sup>4</sup>&#x2013;1.4&#x202F;&#x00D7;&#x202F;10<sup>6</sup></td>
<td align="left" valign="top">
<xref ref-type="bibr" rid="ref23">Sha et al. (2020b)</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1">
<label>a</label>
<p>The lowest and highest Mw of &#x03B3;-PGA were 6.82&#x202F;&#x00D7;&#x202F;10<sup>4</sup> and 1.78&#x202F;&#x00D7;&#x202F;10<sup>6</sup>&#x202F;Da, respectively, which were produced by strains SP18 and SP43. The data of others strains were not shown.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In addition, we found that &#x03B3;-PGA titer increased with the duration of IPTG addition (16&#x2013;24&#x202F;h). This may be a prolonged expression of PgdS that may compete for the energy and substrate required for the &#x03B3;-PGA synthesis. However, the &#x03B3;-PGA titer was highest when IPTG added at 24&#x202F;h, and then &#x03B3;-PGA titer decreased with the increase of IPTG addition time. At this point, the broth became very viscous with the Mw of &#x03B3;-PGA increased gradually, which hindered the oxygen supply and subsequently reduced the supply of ATP for &#x03B3;-PGA synthesis (<xref ref-type="bibr" rid="ref20">Regestein n&#x00E9;e Meissner et al., 2017</xref>; <xref ref-type="bibr" rid="ref25">Sirisansaneeyakul et al., 2017</xref>). Thus, the production of &#x03B3;-PGA may be improved by mechanical agitation in the bioreactor.</p>
<p>Finally, we investigated the productivity of strain BS11 in the large-scale production. The maximum &#x03B3;-PGA titer in 5-L fermenter was 4.86&#x202F;g/L, which was lower than that obtained in the shake flask, indicating the need for process optimization. After optimizing the culture conditions, the maximum titer of &#x03B3;-PGA increased by 59.67% at 7.76&#x202F;g/L in optimal culture conditions. The generated &#x03B3;-PGA with Mw ranged from 8.3&#x202F;&#x00D7;&#x202F;10<sup>4</sup>&#x202F;Da to 1.87&#x202F;&#x00D7;&#x202F;10<sup>7</sup>&#x202F;Da, which was approximately the consistent with that on the shake flask. These results demonstrate that production of &#x03B3;-PGA with wide range of Mw regulation in this study has industrial production potential.</p>
</sec>
<sec sec-type="conclusions" id="sec14">
<label>5</label>
<title>Conclusion</title>
<p>In summary, we presented a significant advancement in production of &#x03B3;-PGAs with specific Mws by an engineered strain. The Mw and titer of the generated &#x03B3;-PGA increased by 220.1 and 47.81% by deletion of hydrolase genes <italic>cwlO</italic>, <italic>pgdS</italic>, and <italic>ggt</italic>, respectively. Furthermore, an engineered strain was constructed to produce &#x03B3;-PGA with Mw ranging from 9.55&#x202F;&#x00D7;&#x202F;10<sup>4</sup>&#x202F;Da to 2.15&#x202F;&#x00D7;&#x202F;10<sup>7</sup>&#x202F;Da by dynamic regulation of PgdS expression level, with the titer of 6.28&#x2013;8.57&#x202F;g/L. Finally, &#x03B3;-PGA with Mw ranging from 8.3&#x202F;&#x00D7;&#x202F;10<sup>4</sup>&#x202F;Da to 1.87&#x202F;&#x00D7;&#x202F;10<sup>7</sup>&#x202F;Da was produced at optimal conditions in the 5-L fermenter, suggesting that it has industrial application potential.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec15">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec16">
<title>Author contributions</title>
<p>YL: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft, Conceptualization, Data curation. YD: Formal analysis, Methodology, Data curation, Writing &#x2013; review &#x0026; editing, Investigation. LS: Validation, Writing &#x2013; review &#x0026; editing. HC: Writing &#x2013; review &#x0026; editing. NL: Writing &#x2013; review &#x0026; editing. XD: Writing &#x2013; review &#x0026; editing. WZ: Methodology, Investigation, Validation, Supervision, Writing &#x2013; review &#x0026; editing, Project administration.</p>
</sec>
<sec sec-type="funding-information" id="sec17">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by National Natural Science Foundation of China (32160546 and 31760452), Guangxi BaGui Young Scholars Program, Research Start-up Project of Guilin Medical University, Guangxi Natural Science Foundation (2025GXNSFBA069222) and the Middleaged and Young Teachers&#x2019; Basic Ability Promotion Project of Guangxi (2024KY0524).</p>
</sec>
<sec sec-type="COI-statement" id="sec18">
<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>
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<title>Generative AI statement</title>
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<title>Supplementary material</title>
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</sec>
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