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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">1244772</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2023.1244772</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Improved production of recombinant &#x3b2;-mannanase (TaMan5) in <italic>Pichia pastoris</italic> and its synergistic degradation of lignocellulosic biomass</article-title>
<alt-title alt-title-type="left-running-head">Zheng et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fbioe.2023.1244772">10.3389/fbioe.2023.1244772</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zheng</surname>
<given-names>Fengzhen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/649349/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Basit</surname>
<given-names>Abdul</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/445802/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Zhiyue</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhuang</surname>
<given-names>Huan</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Jun</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Jianfen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>College of Biological and Environmental Engineering</institution>, <institution>Zhejiang Shuren University</institution>, <addr-line>Hangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Microbiology</institution>, <institution>University of Jhang</institution>, <addr-line>Jhang</addr-line>, <country>Pakistan</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of ENT and Head and Neck Surgery</institution>, <institution>The Children&#x2019;s Hospital Zhejiang University School of Medicine</institution>, <addr-line>Hangzhou</addr-line>, <addr-line>Zhejiang</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Interdisciplinary Research Academy</institution>, <institution>Zhejiang Shuren University</institution>, <addr-line>Hangzhou</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/180774/overview">Jianguo Zhang</ext-link>, University of Shanghai for Science and Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/675645/overview">Jin-Song Gong</ext-link>, Jiangnan University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Fengzhen Zheng, <email>18811068358@163.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>07</day>
<month>09</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1244772</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>08</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Zheng, Basit, Zhang, Zhuang, Chen and Zhang.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Zheng, Basit, Zhang, Zhuang, Chen and Zhang</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>Mannan, a highly abundant and cost-effective natural resource, holds great potential for the generation of high-value compounds such as bioactive polysaccharides and biofuels. In this study, we successfully enhanced the expression of constructed GH5 &#x3b2;-mannanase (TaMan5) from <italic>Trichoderma asperellum</italic> ND-1 by employing propeptide in <italic>Pichia pastoris</italic>. By replacing the &#x3b1;-factor with propeptide (MGNRALNSMKFFKSQALALLAATSAVA), TaMan5 activity was significantly increased from 67.5 to 91.7&#xa0;U/mL. It retained higher activity in the presence of 20% ethanol and 15% NaCl. When incubated with a high concentration of mannotriose or mannotetraose, the transglycosylation action of TaMan5 can be detected, yielding the corresponding production of mannotetraose or mannooligosaccharides. Moreover, the unique mechanism whereby TaMan5 catalyzes the degradation of mannan into mannobiose involves the transglycosylation of mannose to mannotriose or mannotetraose as a substrate to produce a mannotetraose or mannopentose intermediate, respectively. Additionally, the production of soluble sugars from lignocellulose is a crucial step in bioethanol development, and it is noteworthy that TaMan5 could synergistically yield fermentable sugars from corn stover and bagasse. These findings offered valuable insights and strategies for enhancing &#x3b2;-mannanase expression and efficient conversion of lignocellulosic biomass, providing cost-effective and sustainable approaches for high-value biomolecule and biofuel production.</p>
</abstract>
<kwd-group>
<kwd>
<italic>Trichoderma asperellum</italic>
</kwd>
<kwd>&#x3b2;-mannanase</kwd>
<kwd>improved production</kwd>
<kwd>transglycosylation</kwd>
<kwd>catalysis mechanism</kwd>
<kwd>synergism</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Industrial Biotechnology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>1 Introduction</title>
<p>Mannans, a prevalent sugar component found in hemicellulose, offer significant potential for the production of valuable derivatives such as prebiotic mannooligosaccharides (MOS) (<xref ref-type="bibr" rid="B4">Dhawan and Kaur, 2007</xref>; <xref ref-type="bibr" rid="B5">Do et al., 2009</xref>). These polysaccharides are connected by a &#x3b2;-1,4-linked mannose backbone decorated by diverse substituents (<xref ref-type="bibr" rid="B24">Sanchez, 2009</xref>). Several processes have been developed for the efficient degradation and conversion of mannans, including alkaline wet oxidation, enzymatic hydrolysis, and dilute acid hydrolysis (<xref ref-type="bibr" rid="B20">Moreira and Filho, 2008</xref>; <xref ref-type="bibr" rid="B13">Li et al., 2018</xref>; <xref ref-type="bibr" rid="B7">Jana et al., 2021</xref>). Enzymatic hydrolysis of mannans is a sustainable and environmentally friendly reaction, since it occurs under mild conditions and does not involve the production of harmful or toxic byproducts (<xref ref-type="bibr" rid="B35">Zhou et al., 2018</xref>; <xref ref-type="bibr" rid="B15">Liu Z et al., 2020</xref>).</p>
<p>Mannanase plays a key role in the degradation of mannan to yield MOS, which has a great potential application in industrial fields (<xref ref-type="bibr" rid="B32">Zhao et al., 2011</xref>; <xref ref-type="bibr" rid="B26">Srivastava and Kapoor, 2017</xref>). However, low activities and high cost of &#x3b2;-mannanases are the crucial technological bottleneck increasing the conversion rate of mannan (<xref ref-type="bibr" rid="B12">Katrolia et al., 2012</xref>). Nowadays, various genetic engineering technologies have been used to achieve the efficient expression of target proteins in plant, yeast, and bacterial expression hosts (<xref ref-type="bibr" rid="B14">Liu S et al., 2020</xref>). Notably, recent advancements in protein engineering have facilitated the expression of &#x3b2;-mannanases in <italic>Pichia pastoris</italic>, paving the way for improved production and utilization of &#x3b2;-mannanases.</p>
<p>
<italic>P. pastoris</italic> is a widely used microorganism for the expression of heterologous proteins due to its well-established secretion pathway with little endogenous proteins (<xref ref-type="bibr" rid="B5">Do et al., 2009</xref>). Moreover, several approaches have been successfully performed to increase the expression of target proteins in <italic>P. pastoris</italic>, including codon optimization, gene copy number, and signal peptide sequences (<xref ref-type="bibr" rid="B16">Looser et al., 2015</xref>; <xref ref-type="bibr" rid="B29">Yang and Zhang, 2018</xref>; <xref ref-type="bibr" rid="B10">Kaira and Kapoor, 2021</xref>). Given its significant advantages, <italic>P. pastoris</italic> is a highly desirable platform for the high-level expression of &#x3b2;-mannanases.</p>
<p>In our previous investigation, we successfully expressed the GH5 &#x3b2;-mannanase (TaMan5) gene from <italic>Trichoderma asperellum</italic> ND-1 in <italic>P. pastoris</italic> and obtained a great specific activity of 718.14 U/mg (<xref ref-type="bibr" rid="B33">Zheng et al., 2023</xref>). However, the secretion of &#x3b2;-mannanase into the fermentation supernatant was insufficient. Hence, this study aimed to further enhance the TaMan5 yield by manipulating the N-terminal peptide in <italic>P. pastoris</italic>. We also investigated the transglycosylation of TaMan5 on mannotriose/mannotetraose and elucidated the novel catalytic mechanism underlying mannobiose production. Additionally, the synergistic effects of TaMan5 coupled with cellulase and xylanase were extensively explored on the degradation of natural lignocellulosic biomass, including corn stover and bagasse.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Reagents</title>
<p>Mannooligosaccharides (M6, mannohexaose; M5, mannopentaose; M4, mannotetraose; M3, mannotriose; and M2, mannobiose) were obtained from Megazyme (Wicklow, Ireland). Locust bean gum (LBG) and &#x3b2;-xylanase (XYL) from <italic>Thermomyces lanuginosus</italic> and commercial cellulase (CEL) from <italic>Trichoderma reesei</italic> (ATCC 26921) were obtained from Sigma-Aldrich (USA).</p>
</sec>
<sec id="s2-2">
<title>2.2 Construction of recombinant plasmids and strains</title>
<p>The complete &#x3b2;-mannanase gene (<italic>pman</italic>) was discovered in the genome sequence of <italic>T. asperellum</italic> ND-1. By utilizing SignalP-5.0 software (<ext-link ext-link-type="uri" xlink:href="http://www.cbs.dtu.dk/services/SignalP/">http://www.cbs.dtu.dk/services/SignalP/</ext-link>), we predicted that TaMan5 possesses a 27-residue signal peptide (MGNRALNSMKFFKSQALALLAATSAVA). To optimize the full length for yeast codon preference (<ext-link ext-link-type="uri" xlink:href="http://www.jcat.de/">http://www.jcat.de/</ext-link>), <italic>pman</italic> gene was synthesized and then ligated to the pPICZ&#x3b1;A vector (forming pPICZ&#x3b1;p-<italic>oman</italic>) by Tsingke Corp. (Beijing).</p>
<p>Enzyme activity of TaMan5 was further increased by replacing &#x3b1;-factor with propeptide in <italic>P. pastoris</italic>. The recombinant plasmids, pPICZp-<italic>oman</italic> (with a propeptide sequence) and pPICZ&#x3b1;-<italic>oman</italic> (with an &#x3b1;-factor signal peptide), were cloned from the synthesized vector pPICZ&#x3b1;p-<italic>oman</italic> with the corresponding primer pairs (pPICZp-oman-F/pPICZp-oman-R and pPICZ&#x3b1;-oman-F/pPICZ&#x3b1;-oman-R) (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). The expression vectors, pPICZp-<italic>oman</italic> and pPICZ&#x3b1;-<italic>oman</italic>, were linearized by <italic>Sac</italic>I, introduced into <italic>P. pastoris</italic> through electroporation, and screened based on the manufacturer&#x2019;s protocol (Invitrogen, San Diego, CA). Transformants were grown on agar plates containing peptone dextrose (YPD) medium supplemented with 100&#xa0;&#x3bc;g/mL Zeocin (Invitrogen, Carlsbad, CA, United States) to obtain one gene copy. The primer pair AOX-F/AOX-R was used to confirm the positive strains by PCR. The constructed strains were designated as &#x3b1;-oTaMan5 and p-oTaMan5.</p>
</sec>
<sec id="s2-3">
<title>2.3 Protein expression and SDS-PAGE</title>
<p>To produce &#x3b2;-mannanase TaMan5, recombinant strains of &#x3b1;-oTaMan5, p-oTaMan5, and X-33 were incubated in BMMY medium as previously reported (<xref ref-type="bibr" rid="B34">Zheng et al., 2018</xref>). All strains were grown at 30&#xb0;C, with shaking at 200&#xa0;rpm for a duration of six days. Throughout the fermentation period, the methanol concentration was maintained at 1.0 by supplementing with 100% (v/v) methanol (<xref ref-type="bibr" rid="B1">Basit et al., 2018</xref>). The fermentation broth was subjected to centrifugation (4&#xb0;C, 5,000&#xa0;rpm) to collect crude enzyme. The TaMan5 expression was analyzed in 12% SDS-PAGE, and its concentration was analyzed based on the Bradford method (<xref ref-type="bibr" rid="B3">Bradford, 1976</xref>). All media and operation steps were executed following the guidelines provided in the <italic>P. pastoris</italic> expression manual (Invitrogen, San Diego, CA).</p>
</sec>
<sec id="s2-4">
<title>2.4 Activity assay</title>
<p>TaMan5 activity was tested using 3,5-dinitrosalicylic acid (DNS) (<xref ref-type="bibr" rid="B18">Miller, 1959</xref>) at a temperature of 65&#xb0;C, with LBG serving as the substrate. The reaction mixture consisted of 0.45&#xa0;mL sodium acetate buffer (pH 4.0) containing 0.05&#xa0;mL appropriate diluted enzyme and 0.5% (w/v) LBG. The reaction was terminated by adding 0.75&#xa0;mL DNS and boiling the mixture for 5&#xa0;min. The absorbance of the solution was assayed at 540&#xa0;nm, with one unit (U) activity regarded as the amount of enzyme capable of liberating 1&#xa0;&#x3bc;mol of reducing sugars per minute.</p>
</sec>
<sec id="s2-5">
<title>2.5 Effect of NaCl and ethanol on TaMan5 activity</title>
<p>The impact of various concentrations of NaCl and ethanol on the activity of TaMan5 was evaluated. TaMan5 was subjected to a 1-h incubation at 4&#xb0;C in 50&#xa0;mM sodium acetate solution (pH 4.0) with varying final concentrations of NaCl or ethanol, ranging from 0% to 20% (w/v). After incubation, residual enzymatic activity was separately assayed and compared with the control (without any additives). All assays were analyzed in triplicate.</p>
</sec>
<sec id="s2-6">
<title>2.6 Transglycosylation</title>
<p>Transglycosylation of TaMan5 toward mannotriose/mannotetraose was carried out by incubating 50&#xa0;mg/mL mannotriose/mannotetraose with 1 U of TaMan5. At various time points, hydrolytic products (25&#xa0;&#x3bc;L) were collected, boiled for 10&#xa0;min, and then analyzed using thin-layer chromatography (TLC) following the method described by <xref ref-type="bibr" rid="B11">Katrolia et al. (2013)</xref>. Substrates containing inactive enzymes were used as blank controls.</p>
<p>For TLC analysis, silica gel plates (Merck Silica Gel 60 F<sub>254</sub>, Germany) were used for separation, with a mobile phase consisting of n-propanol/ethanol/water (7:1:2, v/v/v). After development, the saccharides on the plates were visualized by immersing them in a solution of 5% sulfuric acid in methanol, followed by heating at 100&#xb0;C for 15&#xa0;min. Mannooligosaccharides (DP 2&#x2013;6) and mannose were employed as the standard for the comparison and identification of the products.</p>
</sec>
<sec id="s2-7">
<title>2.7 Synergistic action</title>
<p>Lignocellulosic biomass (bagasse and corn stover) was pretreated by using an alkaline method as previously reported (<xref ref-type="bibr" rid="B1">Basit et al., 2018</xref>). The enzymatic degradation of 5% (w/v) corn stover or bagasse by CEL (15 U/g biomass), XYL (47 U/g biomass), and TaMan5 (55&#xa0;U/g biomass) individually or in combination was performed at 50&#xb0;C, with constant mixing for 72&#xa0;h at 200&#xa0;rpm. Blank controls containing only the substrate were also performed. After centrifugation for 5&#xa0;min at 12,000&#xa0;rpm, the supernatants were obtained, and the quantification of reducing sugars released from the biomass was assayed using the DNS method (<xref ref-type="bibr" rid="B18">Miller, 1959</xref>).</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and discussion</title>
<sec id="s3-1">
<title>3.1 Improved expression of TaMan5</title>
<p>Several strategies have been employed to achieve optimal expression levels of heterologous proteins in <italic>P. pastoris</italic> (<xref ref-type="bibr" rid="B16">Looser et al., 2015</xref>). Utilizing the secretion pathway of <italic>P. pastoris</italic>, which limits endogenous protein secretion, is considered an effective and desirable approach for recombinant protein production (<xref ref-type="bibr" rid="B25">&#x160;iek&#x161;tel&#x117; et al., 2015</xref>). The selection of appropriate signal peptide sequences has been recognized as a crucial factor in enhancing protein expression in <italic>P. pastoris</italic>, focusing on improving the secretion level and recruitment of different signal peptides (<xref ref-type="bibr" rid="B27">Vadhana et al., 2013</xref>; <xref ref-type="bibr" rid="B34">Zheng et al., 2018</xref>; <xref ref-type="bibr" rid="B22">P&#xfc;llmann and Weissenborn, 2021</xref>).</p>
<p>To enhance the enzyme activity of TaMan5, the &#x3b1;-factor was substituted with a propeptide. Two different recombinant vectors, pPICZp-<italic>oman</italic> (containing the propeptide sequence) and pPICZ&#x3b1;-<italic>oman</italic> (containing the &#x3b1;-factor signal peptide), were designed. The recombinant vectors were transformed into <italic>P. pastoris</italic>, and engineering strains, &#x3b1;-oTaMan5 and p-oTaMan5 (<xref ref-type="fig" rid="F1">Figure 1</xref>), were selected on YPD medium supplemented with Zeocin (100&#xa0;&#x3bc;g/mL).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic representation of recombinant strains &#x3b1;-oTaMan5 and p-oTaMan5.</p>
</caption>
<graphic xlink:href="fbioe-11-1244772-g001.tif"/>
</fig>
<p>Following induction with 1% (v/v) methanol for 6 days, TaMan5 activity of the recombinant strain p-oTaMan5 (with the propeptide sequence) continuously increased, reaching a maximum of 93.56 &#xb1; 2.17&#xa0;U/mL (779.67 &#xb1; 18.08&#xa0;U/mg) (<xref ref-type="fig" rid="F2">Figure 2A</xref>), which was remarkably 1.35-fold higher than that of &#x3b1;-oTaMan5 (with the &#x3b1;-factor signal peptide). Previous studies have demonstrated that the recruitment of natural propeptides, such as trypsin from <italic>Streptomyces griseus</italic> (<xref ref-type="bibr" rid="B31">Zhang et al., 2018</xref>) and &#x3b1;-<sc>L</sc>-arabinofuranosidase from <italic>Aspergillus niger</italic> ND-1 (<xref ref-type="bibr" rid="B34">Zheng et al., 2018</xref>), can remarkably enhance the production levels of heterologous proteins in <italic>P. pastoris</italic>. SDS-PAGE results revealed that the recombinant proteins secreted by p-oTaMan5 have the molecular weight of approximately 66&#xa0;kDa (<xref ref-type="fig" rid="F2">Figure 2B</xref>). Protein expression in yeast is transferred through a secretory system from the endoplasmic reticulum to Golgi bodies and finally to the extracellular space (<xref ref-type="bibr" rid="B21">Nett et al., 2011</xref>). Taken together, these findings suggested that the recruitment of a propeptide is an effective and potential strategy for improving TaMan5 activity.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>High-efficiency expression of TaMan5 in <italic>Pichia pastoris</italic>. <bold>(A)</bold> Extracellular enzyme activity of recombinant strains &#x3b1;-oTaMan5 and p-oTaMan5. <bold>(B)</bold> SDS-PAGE analysis of proteins expressed by p-oTaMan5. 1, 24 h; 2, 48 h; 3, 72 h; 4, 96 h; 5, 120 h; and 6, 144&#xa0;h.</p>
</caption>
<graphic xlink:href="fbioe-11-1244772-g002.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>3.2 Effect of NaCl and ethanol on the activity of TaMan5</title>
<p>The impact of varying concentrations of ethanol and NaCl on TaMan5 activity was evaluated (<xref ref-type="fig" rid="F3">Figure 3</xref>). TaMan5 retained nearly full activity across a wide range of ethanol concentrations (0%&#x2013;20%) (<xref ref-type="fig" rid="F3">Figure 3A</xref>), whereas rManAJB13 from <italic>Sphingomonas</italic> sp. JB13 retained 69.1% of the &#x3b2;-mannanase activity at 10% of ethanol concentration (<xref ref-type="bibr" rid="B36">Zhou et al., 2012</xref>). Ethanol-tolerant &#x3b2;-mannanases could potentially be applied in bioethanol production, and TaMan5 has potential application in the process of biocatalysts. Similar to other hemicellulases, including &#x3b2;-mannanases (<xref ref-type="bibr" rid="B9">Jiang et al., 2006</xref>) and &#x3b2;-xylanases (<xref ref-type="bibr" rid="B30">Yegin, 2017</xref>), TaMan5 exhibited higher activity at 15% of salt concentration (<xref ref-type="fig" rid="F3">Figure 3B</xref>), suggesting that it might be a very beneficial additive in the processing of seafoods and saline foods, such as sauces and pickles.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Effect of varying ethanol <bold>(A)</bold> and NaCl <bold>(B)</bold> concentrations on TaMan5 activity.</p>
</caption>
<graphic xlink:href="fbioe-11-1244772-g003.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 Catalytic mechanism of TaMan5</title>
<p>Hydrolysis properties of TaMan5 showed that it required at least three mannose (mannotriose) residues as the substrate for the production of mannobiose as described previously (<xref ref-type="bibr" rid="B33">Zheng et al., 2023</xref>). Mannotriose was completely hydrolyzed into mannobiose, and no mannose was detected, indicating that TaMan5 exhibited transglycosylation as well as hydrolysis function. Moreover, when incubated with a high concentration of mannotriose (<xref ref-type="fig" rid="F4">Figure 4A</xref>) or mannotetraose (<xref ref-type="fig" rid="F4">Figure 4B</xref>), the transglycosylation action of TaMan5 can be detected, yielding the corresponding production of mannotetraose or MOS (DP &#x3e; 4) (<xref ref-type="fig" rid="F4">Figure 4</xref>). Interestingly, Asp<sup>152</sup> is positioned opposite to the enzyme&#x2019;s active region (Glu<sup>313</sup> and Glu<sup>205</sup>) based on the 3D structure of TaMan5 (<xref ref-type="fig" rid="F5">Figure 5A</xref>). Thus, we deduced that Asp<sup>152</sup> is probably responsible for the binding of substrates to catalytic residues. Moreover, the distance between crucial catalytic sites was determined using PyMOL software, and the inter-residue distances of Glu<sup>205</sup>&#x2013;Glu<sup>313</sup> and Glu<sup>313</sup>&#x2013;Asp<sup>357</sup> are &#x223c;4.5 and 7.8&#xa0;&#xc5;, respectively (<xref ref-type="fig" rid="F5">Figure 5K</xref>), which was much shorter than those of Glu<sup>205</sup>&#x2013;Asp<sup>152</sup> (11.2&#xa0;&#xc5;) and Glu<sup>313</sup>-Asp<sup>152</sup> (12.0&#xa0;&#xc5;) (<xref ref-type="fig" rid="F5">Figure 5K</xref>). Based on 3D structure analyses, mutant activity, and space distance, Asp<sup>152</sup> can promote the combination of mannotriose/mannotetraose and active center, the catalytic sites (Glu<sup>313</sup>&#x2013;Asp<sup>357</sup>) are responsible for transglycosylation action, and Glu<sup>205</sup>&#x2013;Glu<sup>313</sup> are crucial sites for hydrolysis function.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Transglycosylation reaction of TaMan5 by TLC analysis. <bold>(A, B)</bold> Time-course hydrolysis of mannotetraose and mannotriose by TaMan5. Mannohexaose (M6), mannopentaose (M5), mannotetraose (M4), mannotriose (M3), mannobiose (M2), and mannose (M1). Substrates containing inactive enzymes were used as blank controls (0&#xa0;min).</p>
</caption>
<graphic xlink:href="fbioe-11-1244772-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Catalytic mechanism of TaMan5. <bold>(A&#x2013;H)</bold> Molecular docking studies of TaMan5 showing substrates and intermediate products in predicted active sites during the hydrolysis of mannotetraose <bold>(A&#x2013;D)</bold>, mannotriose <bold>(E&#x2013;H)</bold>, and mannan <bold>(J)</bold>. <bold>(I)</bold> Schematic model of the hydrolysis mechanism of mannotriose and mannotetraose by TaMan5. <bold>(K)</bold> Enzyme structure of the catalytic region showing distances (&#xc5;) among catalytic residues.</p>
</caption>
<graphic xlink:href="fbioe-11-1244772-g005.tif"/>
</fig>
<p>To better elucidate the action mode of TaMan5, molecular docking analysis was carried out (<xref ref-type="fig" rid="F5">Figure 5</xref>). Mannotriose, mannotetraose, and mannan were docked into the catalytic region comprising Glu<sup>205</sup>, Glu<sup>313</sup>, Asp<sup>152</sup>, and Asp<sup>357</sup> residues (<xref ref-type="fig" rid="F5">Figures 5A&#x2013;J</xref>). For mannotetraose, catalytic residues Glu<sup>313</sup> and Glu<sup>205</sup> of TaMan5 degrade mannotetraose into mannose and mannotriose (<xref ref-type="fig" rid="F5">Figure 5B</xref>), and Glu<sup>357</sup> and Glu<sup>313</sup> then promote the formation of an intermediate (mannopentose) (<xref ref-type="fig" rid="F5">Figure 5B</xref>) from new substrates (mannose and mannotetraose) for further hydrolysis by catalytic sites (Glu<sup>313</sup> and Glu<sup>205</sup>) (<xref ref-type="fig" rid="F5">Figure 5C</xref>), generating mannobiose and mannotriose (<xref ref-type="fig" rid="F5">Figure 5C</xref>). For mannotriose, Glu<sup>313</sup> and Glu<sup>205</sup> transform mannotriose into mannose and mannobiose (<xref ref-type="fig" rid="F5">Figure 5F</xref>), and Glu<sup>357</sup> and Glu<sup>313</sup> then promote the formation of intermediate (mannotetraose) (<xref ref-type="fig" rid="F5">Figure 5F</xref>) from new substrates (mannose and mannotriose) for further degradation (<xref ref-type="fig" rid="F5">Figure 5G</xref>), generating mannobiose (<xref ref-type="fig" rid="F5">Figure 5H</xref>). The catalytic mechanism of TaMan5 involves the transglycosylation of mannose to mannotriose or mannotetraose as the substrate to produce a mannotetraose or mannopentose intermediate, respectively (<xref ref-type="fig" rid="F5">Figure 5I</xref>). Based on hydrolysis and transglycosylation process of other &#x3b2;-mannanases reported previously (<xref ref-type="bibr" rid="B9">Jiang et al., 2006</xref>; <xref ref-type="bibr" rid="B5">Do et al., 2009</xref>; <xref ref-type="bibr" rid="B11">Katrolia et al., 2013</xref>), this study proposed a novel degradation process of mannotetraose: 2 M4 &#x2b; E &#x3d; 2 M4(E); 2 M4(E) &#x3d; M3 &#x2b; (M1 &#x2b; M4)(E); (M1 &#x2b; M4)(E) &#x2b; M3 &#x3d; M5(E) &#x2b; M3; M5(E) &#x2b; M3 &#x3d; M2 &#x2b; 2 M3 &#x2b; E, where 2 M4 represents two mannotetraoses; E, free TaMan5; M4(E), TaMan5&#x2013;mannotetraose complex; M3, mannotriose; (M1 &#x2b; M4) (E), mannose&#x2013;mannotetraose&#x2013;TaMan5 complex; M1, mannose; M5(E), TaMan5&#x2013;mannopentose complex; M5, mannopentose; M2, mannobiose; M3, mannotriose; and 2 M3, two mannotrioses. For mannotriose, 2 M3 &#x2b; E &#x3d; 2 M3(E); 2 M3(E) &#x3d; (M1 &#x2b; M3)(E) &#x2b; M2; (M1 &#x2b; M3)(E) &#x2b; M2 &#x3d; M4(E) &#x2b; M2; M4(E) &#x2b; M2 &#x3d; 3 M2 &#x2b; E (where M3(E) represents the TaMan5&#x2013;mannotriose complex; (M1 &#x2b; M3)(E), mannose&#x2013;mannotriose&#x2013;TaMan5 complex; 3 M2, three mannobioses; and other abbreviations as mentioned previously), which are consistent with TLC results, 3D structure, site-directed mutagenesis, and space distance of crucial catalytic sites Glu<sup>205</sup>, Glu<sup>313</sup>, and Asp<sup>357</sup> in the degradation of mannan to produce mannobiose. These results illustrate the diverse functionality of GH5 &#x3b2;-mannanases from fungi and offer valuable reference data to guide future advancements in enzyme engineering and biocatalysis.</p>
</sec>
<sec id="s3-4">
<title>3.4 Synergistic action</title>
<p>In natural systems, the efficient breakdown of biomass polysaccharides relies on the cooperative action of diverse carbohydrate-active enzymes (CAZymes), particularly cellulases and hemicellulases (<xref ref-type="bibr" rid="B6">Gao et al., 2011</xref>; <xref ref-type="bibr" rid="B2">Bhattacharya et al., 2015</xref>; <xref ref-type="bibr" rid="B17">Mattam et al., 2022</xref>). As shown in <xref ref-type="fig" rid="F6">Figure 6</xref>, the addition of CEL (15 U/g biomass) resulted in the degradation of approximately 21.5% and 27.4% of bagasse and corn stover, respectively, following a 72-h incubation at 50&#xb0;C and pH 4.0. When xylanase and mannanase were supplemented alongside cellulases, a synergistic effect was observed, leading to significantly improved saccharification levels. Specifically, the saccharification levels increased to 43.5% for corn stover (<xref ref-type="fig" rid="F6">Figure 6A</xref>) and 37.5% for bagasse (<xref ref-type="fig" rid="F6">Figure 6B</xref>). This enhanced saccharification efficiency highlights the cooperative action of these enzymes and underscores their importance in biomass degradation processes.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Synergistic action of TaMan5 with the addition of commercial cellulase (CEL) and &#x3b2;-xylanase (XYL) on the degradation of corn stover <bold>(A)</bold> and bagasse <bold>(B)</bold>. Data are presented as the mean &#xb1; SD (<italic>n</italic> &#x3d; 3).</p>
</caption>
<graphic xlink:href="fbioe-11-1244772-g006.tif"/>
</fig>
<p>Furthermore, the enzymatic degradation level, also referred to as the conversion of reducing sugars, was significantly enhanced when XYL and TaMan5 were added together and was 58.8% and 42.7% higher than that of CEL alone toward corn stover and bagasse (<xref ref-type="fig" rid="F6">Figure 6</xref>). The removal of hemicellulose and the improved degradation efficiency can exert a cooperative action by enhancing the accessibility of cellulases to cellulose. This, in turn, allows for the reduction of enzyme dosages, representing a sustainable approach for the production of value-added products from agricultural waste (<xref ref-type="bibr" rid="B8">Jeon et al., 2011</xref>; <xref ref-type="bibr" rid="B19">Mora&#xef;s et al., 2011</xref>; <xref ref-type="bibr" rid="B28">V&#xe1;rnai et al., 2011</xref>; <xref ref-type="bibr" rid="B23">Rakotoarivonina et al., 2016</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>In this study, the expression of recombinant GH5 &#x3b2;-mannanase (TaMan5) from <italic>T. asperellum</italic> ND-1 was successfully enhanced by employing a propeptide in <italic>P. pastoris</italic>. It retained higher activity in the presence of 20% ethanol and 15% NaCl. When incubated with a high concentration of mannotriose or mannotetraose, the transglycosylation action of TaMan5 can be detected, yielding the corresponding production of mannotetraose or mannooligosaccharides. A proposed model illustrated the hydrolysis mechanism of mannan into mannobiose by TaMan5. Additionally, the combined action of TaMan5 with commercial cellulase and xylanase showed significant enhancement in the yield of fermentable sugars. All these excellent properties make TaMan5 a suitable candidate for various industrial applications, particularly in the valuable biomolecule production from agricultural residues.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>FZ conceived and designed the study. FZ and ZZ conceived the experimental approach. HZ, JC, and JZ performed the experimental procedures. FZ and AB wrote the initial manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the Zhejiang Shuren University Basic Scientific Research Special Funds (2023XZ016).</p>
</sec>
<ack>
<p>The authors are grateful to Dr. S. Anderson for English language editing of the manuscript.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fbioe.2023.1244772/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fbioe.2023.1244772/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.doc" id="SM1" mimetype="application/doc" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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