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<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.2021.778828</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>Evaluation of PET Degradation Using Artificial Microbial Consortia</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Qi</surname> <given-names>Xinhua</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="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1482083/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Ma</surname> <given-names>Yuan</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="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Chang</surname> <given-names>Hanchen</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Bingzhi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/68125/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ding</surname> <given-names>Mingzhu</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="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/800070/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yuan</surname> <given-names>Yingjin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/94270/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Key Laboratory of Systems Bioengineering (Ministry of Education), Frontier Science Center for Synthetic Biology, School of Chemical Engineering and Technology, Tianjin University</institution>, <addr-line>Tianjin</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin University</institution>, <addr-line>Tianjin</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Obulisamy Parthiba Karthikeyan, University of Houston, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Eduardo L. Almeida, University College Cork, Ireland; Agnieszka Richert, Nicolaus Copernicus University in Toru&#x0144;, Poland; Muftah H. El-Naas, Qatar University, Qatar</p></fn>
<corresp id="c001">&#x002A;Correspondence: Mingzhu Ding, <email>mzding@tju.edu.cn</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Microbiotechnology, a section of the journal Frontiers in Microbiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>778828</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>12</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Qi, Ma, Chang, Li, Ding and Yuan.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Qi, Ma, Chang, Li, Ding and Yuan</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>Polyethylene terephthalate (PET) biodegradation is regarded as an environmentally friendly degradation method. In this study, an artificial microbial consortium composed of <italic>Rhodococcus jostii</italic>, <italic>Pseudomonas putida</italic> and two metabolically engineered <italic>Bacillus subtilis</italic> was constructed to degrade PET. First, a two-species microbial consortium was constructed with two engineered <italic>B. subtilis</italic> that could secrete PET hydrolase (PETase) and monohydroxyethyl terephthalate hydrolase (MHETase), respectively; it could degrade 13.6% (weight loss) of the PET film within 7 days. A three-species microbial consortium was further obtained by adding <italic>R. jostii</italic> to reduce the inhibition caused by terephthalic acid (TPA), a breakdown product of PET. The weight of PET film was reduced by 31.2% within 3 days, achieving about 17.6% improvement compared with the two-species microbial consortium. Finally, <italic>P. putida</italic> was introduced to reduce the inhibition caused by ethylene glycol (EG), another breakdown product of PET, obtaining a four-species microbial consortium. With the four-species consortium, the weight loss of PET film reached 23.2% under ambient temperature. This study constructed and evaluated the artificial microbial consortia in PET degradation, which demonstrated the great potential of artificial microbial consortia in the utilization of complex substrates, providing new insights for biodegradation of complex polymers.</p>
</abstract>
<kwd-group>
<kwd>artificial microbial consortia</kwd>
<kwd>Polyethylene terephthalate</kwd>
<kwd>biodegradation</kwd>
<kwd>terephthalic acid</kwd>
<kwd>ethylene glycol</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Key Research and Development Program of China<named-content content-type="fundref-id">10.13039/501100012166</named-content></contract-sponsor>
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<fig-count count="5"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="77"/>
<page-count count="12"/>
<word-count count="8281"/>
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</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Polyethylene terephthalate (PET) was first used to produce disposable soft bottles in the twentieth century (<xref ref-type="bibr" rid="B36">Koshti et al., 2018</xref>). It has been welcomed worldwide and become an indispensable part of people&#x2019;s lives. However, due to improper treatment strategies and the strong mechanical properties of plastic products, serious environmental problems such as soil pollution and disturbance of marine ecosystems have occurred (<xref ref-type="bibr" rid="B24">Ivar do Sul and Costa, 2014</xref>; <xref ref-type="bibr" rid="B73">Yang et al., 2021</xref>). Therefore, PET biodegradation has attracted more and more attentions as an environmentally friendly alternative, requiring mild temperature and low energy consumption (<xref ref-type="bibr" rid="B77">Zimmermann and Billig, 2011</xref>; <xref ref-type="bibr" rid="B70">Wei and Zimmermann, 2017</xref>). The degradation products are easy to be recycled, which is an effective method to control plastic pollution.</p>
<p><xref ref-type="bibr" rid="B63">Tokiwa and Suzuki (1977)</xref> proposed the idea of using enzymes to degrade polymers in 1977. Since then, many PET-degrading enzymes have been discovered and characterized from various microorganisms (<xref ref-type="bibr" rid="B30">Kawai et al., 2019</xref>, <xref ref-type="bibr" rid="B31">2020</xref>; <xref ref-type="bibr" rid="B6">Bollinger et al., 2020</xref>; <xref ref-type="bibr" rid="B7">Carr et al., 2020</xref>; <xref ref-type="bibr" rid="B43">Mohanan et al., 2020</xref>; <xref ref-type="bibr" rid="B2">Ballerstedt et al., 2021</xref>; <xref ref-type="bibr" rid="B16">Gambarini et al., 2021</xref>; <xref ref-type="bibr" rid="B47">Oda et al., 2021</xref>). Esterases (<xref ref-type="bibr" rid="B77">Zimmermann and Billig, 2011</xref>), cutinases (<xref ref-type="bibr" rid="B54">Ronkvist et al., 2009</xref>; <xref ref-type="bibr" rid="B32">Kawai et al., 2014</xref>; <xref ref-type="bibr" rid="B61">Sulaiman et al., 2014</xref>; <xref ref-type="bibr" rid="B64">Tournier et al., 2020</xref>), and lipases (<xref ref-type="bibr" rid="B75">Zhang et al., 2004</xref>) have been used in the degradation of PET (<xref ref-type="bibr" rid="B29">Kan et al., 2021</xref>). A series of strategies that could enhance the catalytic and activity of PET-degrading enzymes have been proposed (<xref ref-type="bibr" rid="B30">Kawai et al., 2019</xref>; <xref ref-type="bibr" rid="B7">Carr et al., 2020</xref>; <xref ref-type="bibr" rid="B42">Maurya et al., 2020</xref>; <xref ref-type="bibr" rid="B55">Samak et al., 2020</xref>; <xref ref-type="bibr" rid="B2">Ballerstedt et al., 2021</xref>; <xref ref-type="bibr" rid="B5">Berselli et al., 2021</xref>; <xref ref-type="bibr" rid="B18">Gao et al., 2021</xref>; <xref ref-type="bibr" rid="B41">Maity et al., 2021</xref>; <xref ref-type="bibr" rid="B44">Mohanty et al., 2021</xref>).</p>
<p>The mechanism of PET biodegradation is surface hydrophilization of PET films (<xref ref-type="bibr" rid="B30">Kawai et al., 2019</xref>). The ends of polymer chains usually protrude, or some polymer chains may form loops, and these are hydrolyzed to carboxylic acid and hydroxyl residues (<xref ref-type="bibr" rid="B30">Kawai et al., 2019</xref>). Microorganisms capable of degrading PET first adhere onto the surface of PET films, and then secret PET-degrading enzymes to bind to the substrate (<xref ref-type="bibr" rid="B25">Jaiswal et al., 2020</xref>). PET-degrading enzymes mainly act on the ester bond of PET, hydrolyzing it into bis-(2-hydroxyethyl) terephthalate (BHET), monohydroxyethyl terephthalate (MHET), terephthalic acid (TPA) and ethylene glycol (EG). BHET and MHET are both incomplete degradation products, and BHET can be further degraded by PET-degrading enzymes. MHET can be further degraded into TPA and EG under the catalysis of monohydroxyethyl terephthalate hydrolase (MHETase) (<xref ref-type="bibr" rid="B74">Yoshida et al., 2016</xref>).</p>
<p>However, most of PET-degrading enzymes like lipases, cutinases and esterases are able to degrade PET under high temperatures (50&#x2013;70&#x00B0;C), and show very low degradation activity under ambient temperatures (<xref ref-type="bibr" rid="B50">Puspitasari et al., 2020</xref>). In 2016, a bacterium named <italic>Ideonella sakaiensis</italic> 201-F6 was isolated from a waste recycling station (<xref ref-type="bibr" rid="B74">Yoshida et al., 2016</xref>). It could secret PET hydrolase (PETase) and MHETase to degrade PET into intermediate products at 30&#x00B0;C, providing a basis for biodegradation under ambient temperatures. Since then, the structures of PETase and MHETase have been analyzed, and a series of studies for effective enzyme modifications were carried out, obtaining remarkable results (<xref ref-type="bibr" rid="B21">Han et al., 2017</xref>; <xref ref-type="bibr" rid="B1">Austin et al., 2018</xref>; <xref ref-type="bibr" rid="B28">Joo et al., 2018</xref>; <xref ref-type="bibr" rid="B48">Palm et al., 2019</xref>; <xref ref-type="bibr" rid="B52">Ren et al., 2019</xref>).</p>
<p>At present, several chassis cells, including <italic>Escherichia coli</italic> (<xref ref-type="bibr" rid="B56">Seo et al., 2019</xref>; <xref ref-type="bibr" rid="B58">Shi et al., 2021</xref>), <italic>Bacillus</italic> sp. (<xref ref-type="bibr" rid="B23">Huang et al., 2018</xref>; <xref ref-type="bibr" rid="B68">Wang et al., 2020</xref>), <italic>Pichia pastoris</italic> (<xref ref-type="bibr" rid="B8">Chen et al., 2020</xref>), and marine microalgae (<xref ref-type="bibr" rid="B45">Moog et al., 2019</xref>; <xref ref-type="bibr" rid="B33">Kim et al., 2020</xref>) have been reported to be capable of expressing and secreting PETase. These results established a theoretical basis for the design of PET biodegradation systems. Most studies focused on the initial degradation step. Hydrophobin has been used to convert PET to a hydrophilic form so that it is easier for PETase to contact and thus catalyze the reaction (<xref ref-type="bibr" rid="B53">Ribitsch et al., 2015</xref>; <xref ref-type="bibr" rid="B50">Puspitasari et al., 2020</xref>). Another study examined how the proximity of the two enzymes influences hydrolytic activity by linking the C terminus of MHETase to the N terminus of PETase (<xref ref-type="bibr" rid="B34">Knott et al., 2020</xref>). Purified fusion protein could degrade amorphous PET, and its function was stronger than PETase alone.</p>
<p>PET is a high molecular polymer that cannot enter cells. Enzymatic degradation of PET <italic>in vitro</italic> has been extensively studied, but the purification and preparation process of PETase and MHETase needs additional cost and time of enzyme purification and preparation. PETase and MHETase have relatively higher enzymatic activity at ambient temperature than the other reported enzymes (<xref ref-type="bibr" rid="B74">Yoshida et al., 2016</xref>; <xref ref-type="bibr" rid="B49">Papadopoulou et al., 2019</xref>; <xref ref-type="bibr" rid="B62">Taniguchi et al., 2019</xref>). Considering that the optimal growth temperature of most microorganisms that can produce PET-degrading enzymes is usually 30&#x2013;40&#x00B0;C, these two enzymes provided a possibility for the direct degradation of PET by microorganisms. In view of the requirements of industrial application, whole cell catalysis is more convenient and practical than enzymes purification. However, the complexity of the metabolic network could increase the physiological burden of chassis cells and restrict their growth.</p>
<p>Additionally, intermediate metabolites are usually toxic. PET breakdown products TPA and EG are both toxic to cells (<xref ref-type="bibr" rid="B20">Gong et al., 2011</xref>; <xref ref-type="bibr" rid="B15">Franden et al., 2018</xref>). Besides, TPA has been proved to inhibit the secretion of the degrading enzyme (<xref ref-type="bibr" rid="B20">Gong et al., 2011</xref>). Accumulation of intermediate metabolites often inhibits the growth of microorganisms and affects degradation efficiency (<xref ref-type="bibr" rid="B34">Knott et al., 2020</xref>). The intermediate and final products of PET biodegradation have been identified as competitive inhibitors of PET hydrolases (<xref ref-type="bibr" rid="B67">Vertommen et al., 2005</xref>; <xref ref-type="bibr" rid="B3">Barth et al., 2015</xref>). To deal with these problems, artificial microbial consortia can be used to mimick natural microbial consortia and perform more complex tasks in a more complex environment (<xref ref-type="bibr" rid="B27">Jones et al., 2017</xref>; <xref ref-type="bibr" rid="B37">Krause et al., 2017</xref>; <xref ref-type="bibr" rid="B26">Jones and Wang, 2018</xref>; <xref ref-type="bibr" rid="B51">Qian et al., 2020</xref>). Artificial microbial consortium is artificially designed and synthesized multi-species co-cultured microbial system based on synthetic biology strategies (<xref ref-type="bibr" rid="B13">Ding et al., 2016</xref>; <xref ref-type="bibr" rid="B12">Diender et al., 2021</xref>). It could achieve the biosynthesis or biodegradation of complex products by integrating the metabolic capabilities of physiologically different species (<xref ref-type="bibr" rid="B14">Ergal et al., 2021</xref>). A consortium consisting of three engineered <italic>P. putida</italic>. was constructed to convert PU monomers into rhamnolipids (<xref ref-type="bibr" rid="B65">Utomo et al., 2020</xref>). A novel consortium of <italic>Enterobacter</italic> and <italic>Pseudomonas</italic> was constructed to enhance the biodegradation of low-density polyethylene (LDPE) and polypropylene (PP) (<xref ref-type="bibr" rid="B59">Skariyachan et al., 2021</xref>). Besides, marine microbial consortia have been used to degrade plasticized unpretreated polyvinyl chloride (PVC) films (containing a total of 30% w/w of additives) by 11.7 &#x00B1; 0.6% after 7 months (<xref ref-type="bibr" rid="B19">Giacomucci et al., 2020</xref>). These results highlight the potential of microbial consortia in plastic degradation.</p>
<p>To explore the great potential of artificial microbial consortia in the utilization of complex polymers, synthetic biology approaches were used to design and construct an artificial microbial consortium for PET degradation, which consisted of two engineered <italic>B. subtilis</italic>, <italic>Rhodococcus jostii</italic> (Rj, <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>) and <italic>Pseudomonas putida</italic> (Pp, <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>). The artificial microbial consortium was proved to efficiently reduce the inhibition of breakdown products TPA and EG, and the degradation efficiency of PET was improved. The strategy of degrading PET by artificial microbial consortia provided novel ideas for the later future degradation of more other types of polymers.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Materials</title>
<p>PET film (ES301445, amorphous, transparent, 0.25 mm thickness) was purchased from Goodfellow GmbH (London, United Kingdom). BHET (&#x003E; 85%) was purchased from Tokyo Chemical Industry (Shanghai, China). p-Nitrophenyl acetate (pNPA) was purchased from Sigma-Aldrich (St. Louis, MO, United States). Other chemicals (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 2</xref>) used in this study were of analytical grade and purchased from commercial sources.</p>
</sec>
<sec id="S2.SS2">
<title>Strains, Plasmids, and Primers</title>
<p><italic>B. subtilis</italic> 168 (<italic>Bacillus</italic> Genetic Stock Center) was used as the starting strain for transformation. <italic>E. coli</italic> Trans1-T1 (TransGene Biotech, Beijing, China) was used for plasmid construction and replication. Wild-type strains <italic>R. jostii</italic> RHA1 (Lindsay Eltis, Univ. British Columbia) and <italic>P. putida</italic> KT2440 (ATCC<sup>&#x00AE;</sup> 47054) were used for three- and four-species consortia. Microbial strains used in this study are listed in <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>.</p>
</sec>
<sec id="S2.SS3">
<title>Plasmid Construction and <italic>B. subtilis</italic> Transformation</title>
<p>All plasmids used in this study are listed in <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 3</xref>. The PETase used in this study was the mutant I179F obtained from previous research (<xref ref-type="bibr" rid="B40">Ma et al., 2018</xref>). The PETase gene (GenBank accession number, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="GAP38373.1">GAP38373.1</ext-link>) and the MHETase gene (GenBank accession number, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="GAP38911">GAP38911</ext-link>) were codon-optimized and obtained by GenScript Corporation (Nanjing, China) (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 4</xref>). All fragments were amplified using Phanta<sup>&#x00AE;</sup> Super-Fidelity DNA Polymerase (Vazyme Biotech., Nanjing, China) and were gel purified using a kit (TIANGEN, Beijing, China) before cloning. Fragments of nine common signal peptides were amplified from the <italic>B. subtilis</italic> genome (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 5</xref>). The gene PETase was amplified from the synthesized PETase gene (primer pairs shown in <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 6</xref>), and homologous arms of signal peptides were introduced. The fragments of different signal peptides and PETase were obtained by overlap extension PCR (OE-PCR), digested by <italic>Bam</italic>HI and <italic>Eco</italic>RI, subcloned with linearized pHP13-<italic>P</italic><sub>43</sub>. This generated plasmids pHP13-<italic>P</italic><sub>43</sub>-XynA-PETase, pHP13-<italic>P</italic><sub>43</sub>-BglS-PETase, pHP13-<italic>P</italic><sub>43</sub>-Csn-PETase, pHP13-<italic>P</italic><sub>43</sub>-SacB-PETase, pHP13-<italic>P</italic><sub>43</sub>-PelB-PETase, pHP13-<italic>P</italic><sub>43</sub>-AmyE-PETase, pHP13-<italic>P</italic><sub>43</sub>-BglC-PETase, pHP13-<italic>P</italic><sub>43</sub>-YvpA-PETase and pHP13-<italic>P</italic><sub>43</sub>-LipB-PETase. Similarly, the fragments of LipB and MHETase were obtained by OE-PCR, generating plasmid pHP13-<italic>P</italic><sub>43</sub>-LipB-MHETase. Recombinant plasmids were transformed into <italic>B. subtilis 168</italic>, yielding nine strains capable of secreting PETase and one strain that could secrete MHETase. The strains containing recombinant plasmid pHP13-<italic>P</italic><sub>43</sub>-LipB-PETase and pHP13-<italic>P</italic><sub>43</sub>-LipB-MHETase were named <italic>B</italic><sub><italic>S</italic></sub>_PETase and <italic>B</italic><sub><italic>S</italic></sub>_MHETase (B1 and B2, <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>). <italic>B. subtilis</italic> transformation was performed using the two-step method of nutrient degradation (<xref ref-type="bibr" rid="B60">Spizizen, 1958</xref>).</p>
</sec>
<sec id="S2.SS4">
<title>Pretreatment and Culture Condition</title>
<sec id="S2.SS4.SSS1">
<title>Pretreatment of Substrate</title>
<p>BHET was dissolved with 50% &#x03B3;-cyclodextrin solution, and then filtered and sterilized. The degradation reaction of BHET was detected with high-performance liquid chromatography (HPLC). PET film was first cut into 1.0 cm &#x00D7; 1.5 cm sheets and was weighed. Sheets were washed for 1 h each with 1% sodium dodecyl sulfate (SDS), 70% ethanol, then distilled water. PET film was irradiated with UV light for 24 h and added to the medium as a substrate. When degradation reaction was terminated, PET films were removed from the reaction solution, washed with 70% ethanol, dried at 70&#x00B0;C for 30 min, then analyzed with the gravimetric weight loss method.</p>
</sec>
<sec id="S2.SS4.SSS2">
<title>Culture Condition</title>
<p>For initial growth, all bacteria were cultured in 5 mL Luria-Bertani broth (LB) for 12 h with shaking at 220 rpm. <italic>B. subtilis</italic> and <italic>P. putida</italic> were grown at 37&#x00B0;C and <italic>R. jostii</italic> was grown at 30&#x00B0;C. LB for <italic>B. subtilis</italic> additionally contained 2 &#x03BC;g/mL erythromycin.</p>
<p>For PET degradation experiments by PETase, 10 &#x03BC;g of purified PETase (<xref ref-type="bibr" rid="B40">Ma et al., 2018</xref>) was incubated with PET film at 30&#x00B0;C for 48 h. The amount of adding exogenous PET monomers was 0.3 mM TPA, 0.6 mM EG, and a mixture of 0.3 mM TPA + 0.6 mM EG.</p>
<p>For PET degradation experiments by the two- or three-species microbial consortium, the initial volume of LB medium was 20 mL. During the 7 days of the degradation process, 10 mL of fresh LB medium was supplemented on the 2nd, 3rd, and 4th days. For PET degradation experiments by the four-species microbial consortium, <italic>B</italic><sub><italic>S</italic></sub>_PETase, <italic>B</italic><sub><italic>S</italic></sub>_MHETase, <italic>R. jostii</italic> and <italic>P. putida</italic> were cultured overnight in 50 mL of LB medium. Cells were obtained by centrifuging 5 mL of culture medium at 4,000 rpm for 5 min. The bacteria were washed with fresh W<sub><italic>n</italic></sub> medium (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 2</xref>) and diluted to OD<sub>600</sub> = 2. <italic>P. putida</italic> was diluted 1, 10, 10<sup>2</sup>, 10<sup>3</sup>, 10<sup>5</sup>, 10<sup>6</sup> times, then 100 &#x03BC;L was added to microbial consortia. Bacteria strains, <italic>B</italic><sub><italic>S</italic></sub>_PETase, <italic>B</italic><sub><italic>S</italic></sub>_MHETase and <italic>R. jostii</italic> were added without dilution (0.3, 0.1, and 1.0 mL, respectively). The final ratio of <italic>B</italic><sub><italic>S</italic></sub>_PETase, <italic>B</italic><sub><italic>S</italic></sub>_MHETase, <italic>R. jostii</italic> and <italic>P. putida</italic> was 3:1:10:10<sup>&#x2013;5</sup>, which can be changed by changing the inoculation volume. The consortium was inoculated into 20 mL W<sub><italic>n</italic></sub> medium with 2 &#x03BC;g/mL erythromycin, and 10 mL W<sub><italic>n</italic></sub> medium was supplemented on the 2nd, 3rd, and 4th days of degradation. Each experiment was repeated in triplicate.</p>
</sec>
<sec id="S2.SS4.SSS3">
<title>Terephthalic Acid, Bis-(2-Hydroxyethyl) Terephthalate, and Ethylene Glycol Quantification</title>
<p>After cultivation of consortia with BHET or PET film, samples and standard solutions were purified with a filter membrane to detect the content with high-performance liquid chromatography (HPLC). TPA and BHET were analyzed by using HPLC with a UV detector (Waters, Milford, MA, United States) equipped with a Hypersil OD-2 C18 column (4.6 mm &#x00D7; 250 mm, 5 &#x03BC;m, Thermo Fisher Scientific, Waltham, MA, United States). The mobile phase comprised 40% methanol and 60% formic acid (0.1%, v/v) solution (10 &#x03BC;L injection, 0.6 mL/min, 30&#x00B0;C). The maximum absorption wavelength was 240 nm.</p>
<p>EG was analyzed by HPLC with a refractive index detector (Waters) equipped with an HPX-87H column (7.8 mm &#x00D7; 300 mm; Bio-Rad, Hercules, CA, United States). Sulfuric acid (5 mM) was employed as the mobile phase (10 &#x03BC;L injection, 0.5 mL/min, 60&#x00B0;C).</p>
</sec>
<sec id="S2.SS4.SSS4">
<title>Screening of Signal Peptide for PET Hydrolase Secretion</title>
<p>The engineered <italic>B. subtilis</italic> with different signal peptides (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 5</xref>) were grown in 50 mL of LB with 2 &#x03BC;g/mL erythromycin at 37&#x00B0;C with 220 rpm shaking for 24 h. The culture was diluted in 50 mL of fresh LB medium to an initial OD<sub>600</sub> of 0.2 for shake flask fermentation for 12 h. The activity of PETase was determined using pNPA as substrate. The pNPA was first dissolved in methanol and then diluted with phosphate buffer (50 mM Na<sub>2</sub>HPO<sub>4</sub>-HCl, pH 7.0) to a final concentration of 1 mM. The reaction was triggered by adding 200 &#x03BC;L of substrate solution to the 50 mL of medium. The mixture was incubated at 37&#x00B0;C for 5 min, and the product, p-Nitrophenyl (pNP), was continuously measured at a wavelength of 405 nm.</p>
</sec>
</sec>
<sec id="S2.SS5">
<title>Scanning Electron Microscopy</title>
<p>The PET films were washed as the method in section &#x201C;Pretreatment of Substrate,&#x201D; and then observed with a scanning electron microscope (SEM). The relevant places in the samples were scanned using an electron microscope at 50,000 &#x00D7; magnification.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Construction of a Two-Species Microbial Consortium to Degrade Polyethylene Terephthalate</title>
<p>Considering PET is a polymer which is difficult to enter cells, the biodegradation of PET requires microorganisms that can efficiently secrete PET-degrading enzymes. The biodegradation of PET at ambient temperatures includes a two-step reaction: PET is degraded into MHET catalyzed by PETase, and MHET is degraded into TPA and EG catalyzed by MHETase. An engineered <italic>B. subtilis</italic> that can efficiently secrete PETase (<italic>Bs</italic>_PETase, <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>) was first constructed. The screening of a better signal peptide for PETase expression in <italic>B. subtilis</italic> could be carried out, and nine commonly used signal peptides (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 5</xref>) were tested. Results showed great differences in secretion of the target protein using the different signal peptides. Signal peptide LipB from extracellular esterase had the best performance, producing 2.98 mM of pNP (<xref ref-type="fig" rid="F1">Figure 1A</xref>). The SEM image of PET film surface cultured with <italic>Bs</italic>_PETase showed obvious structural changes compared with the control group (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 1</xref>). Then, another engineered <italic>B. subtilis</italic> was constructed to efficiently secrete MHETase (<italic>Bs</italic>_MHETase, <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Construction of a two-species microbial consortium for BHET degradation. <bold>(A)</bold> Fusion of the PETase gene to different signal peptides resulted in different levels of PETase secretion, and therefore different levels of the product pNP. The species in the control group were wild-type <italic>B. subtilis</italic>. <bold>(B)</bold> Comparison of the effects of PETase and MHETase on BHET. All experiments were performed at least in triplicate. Error bars indicate standard deviation. &#x002A;<italic>p</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01 (one-sided <italic>t</italic>-test).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-778828-g001.tif"/>
</fig>
<p>BHET was used as the substrate to explore optimal PET degradation. The time required for complete degradation of BHET increased as the concentration of BHET increased. The final BHET concentration used was 2 g/L because it was difficult to completely dissolve in &#x03B3;-cyclodextrin solution at higher concentrations (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 2</xref>). As shown in the degradation curve of BHET and the generation curve of TPA, PETase showed efficient degradation activity for BHET whereas MHETase did not (<xref ref-type="fig" rid="F1">Figure 1B</xref>). Besides, previous studies additionally showed that PETase has a small amount of activity on MHET, generating TPA and EG (<xref ref-type="bibr" rid="B74">Yoshida et al., 2016</xref>). Thus, a two-species microbial consortium composed of two engineered <italic>B. subtilis</italic> (<italic>Bs</italic>_PETase and <italic>Bs</italic>_MHETase, <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>) was designed for degradation of BHET (<xref ref-type="fig" rid="F2">Figure 2A</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Schematic diagram of PET degradation by synthetic microbial consortia. <bold>(A)</bold> <italic>Bs</italic>_PETase (B1) and <italic>Bs</italic>_MHETase (B2) were engineered to secrete PETase and MHETase to degrade PET and a two-species microbial consortium was constructed. <bold>(B)</bold> Due to PETase inhibition by TPA, <italic>R. jostii</italic> (Rj) was added, resulting in a three-species microbial consortium. <bold>(C)</bold> To further utilize EG, <italic>P. putida</italic> (Pp) was introduced and a four-species microbial consortium was constructed.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-778828-g002.tif"/>
</fig>
<p>The artificial microbial consortia are designed for the complex metabolic network to achieve the optimal process allocation and reduce the cell pressure (<xref ref-type="bibr" rid="B35">Kong et al., 2018</xref>). Compared with <italic>Bs</italic>_PETase alone, the degradation efficiency of two-species microbial consortium was significantly improved&#x2014;2 g/L BHET could be completely degraded within 24 h (<xref ref-type="fig" rid="F3">Figure 3A</xref>). However, wild-type <italic>B. subtilis</italic> also had weak degradation ability, which may be related to its complex metabolic network <italic>in vivo</italic> (<xref ref-type="bibr" rid="B26">Jones and Wang, 2018</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Optimization of the two-species microbial consortium. <bold>(A)</bold> Comparison of BHET degradation by single bacterial species and the two-species microbial consortium. B1, <italic>Bs</italic>_PETase; B2, <italic>Bs</italic>_MHETase. The control group the BHET degradation by wild-type <italic>B. subtilis</italic>. <bold>(B)</bold> Time required for the two-species microbial consortium to completely degrade 2 g/L BHET with different ratios of bacteria added at inoculation. <bold>(C)</bold> Concentration of TPA over time during degradation of PET. <bold>(D)</bold> Effects of adding TPA, EG and TPA + EG on PET weight loss. The addition of exogenous degradation products significantly inhibited the degradation of PET compared with B1B2 (only using <italic>Bs</italic>_PETase and <italic>Bs</italic>_MHETase). <bold>(E)</bold> Effects of adding TPA, EG, or TPA + EG on BHET degradation. <bold>(F)</bold> Effects of adding TPA and EG on <italic>Bs</italic>_PETase (B1) and <italic>Bs</italic>_MHETase (B2). All experiments were performed at least in triplicate. Error bars indicate standard deviation. &#x002A;<italic>p</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01 (one-sided <italic>t</italic>-test).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-778828-g003.tif"/>
</fig>
<p>Temperature, pH, and inoculation rate were optimized. Results showed that the changes of temperatures and pH would not affect the degradation rates of PET dramatically (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figures 3A,B</xref>). Although the optimal growth temperature for <italic>B. subtilis</italic> was 37&#x00B0;C, the optimal temperature for the two-species microbial consortium was 38&#x00B0;C (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 3A</xref>). Different inoculation ratios greatly affected degradation rate (<xref ref-type="fig" rid="F3">Figure 3B</xref>). The optimal ratio of <italic>Bs</italic>_PETase and <italic>Bs</italic>_MHETase at inoculation was 3:1. After optimization, 2 g/L of BHET could be completely degraded within 22 h (<xref ref-type="fig" rid="F3">Figure 3B</xref>), which was significantly improved compared to that before (24 h, <xref ref-type="fig" rid="F3">Figure 3A</xref>). It is likely that increasing the initial amount of <italic>Bs</italic>_PETase increased the amount of PETase, thus improving the degradation effect.</p>
</sec>
<sec id="S3.SS2">
<title>Effect of Terephthalic Acid and Ethylene Glycol on Degradation Process</title>
<p>A series of optimizations on the two-species microbial consortium was carried out to obtain an appropriate degradation condition. The two-species microbial consortium was used to degrade amorphous PET film. Results showed that the addition of fresh medium could maintain the growth of bacteria (<xref ref-type="fig" rid="F3">Figure 3C</xref>). However, the production of TPA increased rapidly in the first 3 days, then slowed down, and basically reached equilibrium after the fifth day (<xref ref-type="fig" rid="F3">Figure 3C</xref>). It is hypothesized that a byproduct of the reaction may have slowed the process over time. Exogenous addition of EG, TPA and their mixture markedly affected the degradation rates of PET (<xref ref-type="fig" rid="F3">Figure 3D</xref>). The weight of PET film in the group with no PET monomers added decreased by 4.76 &#x00B1; 0.38 mg (mean &#x00B1; standard deviation) but only by 1.53 &#x00B1; 0.22 mg in the group with TPA added (<xref ref-type="fig" rid="F3">Figure 3D</xref>). Although TPA had the highest inhibitory effect on the degradation process, an inhibitory effect of EG was also observed. TPA, EG and the TPA/EG combination also inhibited degradation of BHET (<xref ref-type="fig" rid="F3">Figure 3E</xref>).</p>
<p>In order to further explore the influence why this inhibition occurred, the effect of TPA and EG on bacterial consortium growth was measured. The growth rate of bacteria was severely inhibited in the presence of TPA, whereas the addition of EG had little effect on it (<xref ref-type="fig" rid="F3">Figure 3F</xref>). Therefore, it is speculated that the addition of TPA to the two-species microbial consortium during PET degradation negatively affected bacterial growth, in turn decreasing enzyme production.</p>
</sec>
<sec id="S3.SS3">
<title>Construction of a Three-Species Microbial Consortium for Polyethylene Terephthalate Degradation</title>
<p>In order to eliminate the inhibitory effect, further degradation of TPA is needed. <italic>R. jostii</italic> RHA1, which was isolated from soil, has extraordinary abilities to degrade a variety of aromatic compounds (<xref ref-type="bibr" rid="B22">Hara et al., 2007</xref>; <xref ref-type="bibr" rid="B72">Xiong et al., 2012</xref>). <italic>R. jostii</italic> RHA1 was verified to degrade TPA efficiently, with 2 g/L TPA being completely degraded within 28 h (<xref ref-type="fig" rid="F4">Figure 4A</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Construction of the three-species microbial consortium. <bold>(A)</bold> Concentration of TPA during incubation with <italic>R. jostii</italic> (dark blue circles) and OD<sub>600</sub> of <italic>R. jostii</italic> grown in LB medium with (orange triangles) or without (light blue squares) 2 g/L TPA. <bold>(B)</bold> PET degradation by the three-species microbial consortium with different starting ratios of <italic>Bs</italic>_PETase: <italic>Bs</italic>_MHETase: <italic>R. jostii</italic>. <bold>(C)</bold> Concentrations of BHET (orange triangles and light blue squares) and TPA (yellow rhombuses and dark blue circles) over time when incubated with different microbial consortia. <bold>(D)</bold> PET degradation by <italic>Bs</italic>_PETase, <italic>Bs</italic>_MHETase, the two-species microbial consortium, and the three-species microbial consortium. All experiments were performed at least in triplicate. Error bars indicate standard deviation. &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01 (one-sided <italic>t</italic>-test).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-778828-g004.tif"/>
</fig>
<p>A three-species microbial consortium consisting of <italic>B</italic><sub><italic>S</italic></sub>_PETase, <italic>B</italic><sub><italic>S</italic></sub>_MHETase and <italic>R. jostii</italic> was constructed for BHET and PET degradation to reduce the inhibition of TPA on PETase (<xref ref-type="fig" rid="F2">Figure 2B</xref>). Temperature, pH, and inoculation ratio were optimized. Results showed that different temperatures and pH had almost no effect on degradation rates (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figures 3C,D</xref>), while the initial concentration of <italic>R. jostii</italic> compared to the other two species affected the degradation rates dramatically (<xref ref-type="fig" rid="F4">Figure 4B</xref>). The optimal inoculation ratio of <italic>Bs</italic>_PETase: <italic>Bs</italic>_MHETase: <italic>R. jostii</italic> was 3:1:10 (<xref ref-type="fig" rid="F4">Figure 4B</xref>). When the three-species microbial consortium was applied to degradation of BHET, there was a relatively low concentration of TPA compared to the two-species microbial consortium, and the inhibitory effect of TPA on PETase was weak; 2 g/L of BHET could be completely degraded within 20 h (<xref ref-type="fig" rid="F4">Figure 4C</xref>). Degradation of PET was also improved with the three-species microbial consortium compared to the two-species microbial consortium. After 7 days, 31.2 &#x00B1; 2.2% of PET was degraded by the three-species microbial consortium (<xref ref-type="fig" rid="F4">Figure 4D</xref>), compared to 13.6 &#x00B1; 1.1% with the two-species microbial consortium, achieving an improvement of about 17.6% due to the reduction of inhibitory TPA.</p>
</sec>
<sec id="S3.SS4">
<title>Construction of a Four-Species Microbial Consortium for Polyethylene Terephthalate Degradation</title>
<p>Like TPA, EG is also a toxic compound with a significant inhibitory effect on the degradation process of PET (<xref ref-type="fig" rid="F3">Figure 3D</xref>), and therefore further degradation strategy for truly safe, green disposal of PET is needed (<xref ref-type="bibr" rid="B11">Devillers et al., 2002</xref>). EG can be metabolized into acetaldehyde by <italic>P. putida</italic> KT2440 (<xref ref-type="bibr" rid="B46">Mueckschel et al., 2012</xref>; <xref ref-type="bibr" rid="B15">Franden et al., 2018</xref>; <xref ref-type="bibr" rid="B38">Li W.-J. et al., 2019</xref>). After preliminarily verifying the ability of <italic>P. putida</italic> KT2440 to completely degrade 2 g/L of EG within 20 h (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 4A</xref>), it was introduced into the three-species microbial consortium to generate a four-species consortium. In this consortium, <italic>Bs_</italic>PETase secreted PETase to degrade PET into MHET; <italic>Bs_</italic>MHETase secreted MHETase to degrade MHET into TPA and EG, which were then degraded by <italic>R. jostii</italic> and <italic>P. putida</italic>, respectively (<xref ref-type="fig" rid="F2">Figure 2C</xref>). This consortium therefore effectively both reduced the inhibition effect of TPA and EG and avoided further environmental pollution.</p>
<p>In co-cultivation, <italic>P. putida</italic> strongly inhibited growth of the other three bacteria in nutrient-rich media such as LB, Yeast Extract Peptone Dextrose Medium (YPD), and Synthetic Complete Medium (SC) (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 2</xref>); when all four species were cultured in these media for 24 h then the culture was spread on solid growth medium, only <italic>P. putida</italic> was found. It was therefore necessary to identify a suitable medium to prevent the rapid growth of <italic>P. putida</italic> compared to the other species. Inorganic salt media (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 2</xref>) have relatively poor nutrition and were chosen for comparison. Among them, W medium had the strongest inhibitory effect on the growth of <italic>P. putida</italic>, allowing it to grow to an OD<sub>600</sub> of only 2.4 over 24 h. In contrast, <italic>R. jostii</italic> reached an OD<sub>600</sub> of only 4.6 after 24 h, becoming the dominant strain, and <italic>B. subtilis</italic> reached an OD<sub>600</sub> of 0.8, nearly 4 times higher than that in the other media tested (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 4B</xref>). The growth of <italic>B. subtilis</italic> was significantly improved with sucrose and glucose as dual carbon sources, and the addition of ammonium sulfate and potassium nitrate (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figures 4C,D</xref>). BHET (2 g/L) was completely degraded within 20 h by the four-species microbial consortium, TPA and EG were not accumulated (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 4E</xref>).</p>
<p>The capacity of single bacterial species with the microbial consortia to degrade PET was compared. Wild-type <italic>B. subtilis</italic>, <italic>R. jostii</italic>, and <italic>P. putida</italic> could not degrade PET (<xref ref-type="fig" rid="F5">Figure 5A</xref>). The weight of the PET film decreased by 1.25 &#x00B1; 0.14 mg after 7 days in the two-species microbial consortium, but by 2.80 &#x00B1; 0.18 mg in the four-species consortium, doubling the degradation rate of the two-species consortium (<xref ref-type="fig" rid="F5">Figure 5A</xref>). The four-species microbial consortium also successfully relieved the inhibitory effect of TPA. However, the concentration of TPA in the four-species microbial consortium increased on the 3rd day (<xref ref-type="fig" rid="F5">Figure 5B</xref>). This may be because <italic>R. jostii</italic> preferentially used glucose in the early stage before metabolizing TPA.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>PET degradation by four-species microbial consortia. <bold>(A)</bold> Weight loss (degradation) of PET film incubated with different consortia in Wn medium. <bold>(B)</bold> Concentration of TPA incubated with different consortia in Wn medium. <bold>(C)</bold> Optimization of the initial ratio of <italic>Bs</italic>_PETase/<italic>Bs</italic>_MHETase/<italic>R. jostii to P. putida</italic> in the four-species microbial consortium in Wn medium. <bold>(D)</bold> Optimization of the initial ratio of <italic>Bs</italic>_PETase/<italic>Bs</italic>_MHETase/<italic>P. putida</italic> to <italic>R. jostii</italic> in the four-species microbial consortium in Wn medium. All experiments were performed at least in triplicate. Error bars indicate standard deviation. &#x002A;<italic>p</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01 (one-sided <italic>t</italic>-test).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-778828-g005.tif"/>
</fig>
<p>The temperature, pH, and inoculation ratio of the four-species microbial consortium were further optimized. The most suitable temperature was 37&#x00B0;C (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 5A</xref>), the pH had no obvious influence (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 5B</xref>), and the optimal inoculation ratio of <italic>Bs</italic>_PETase: <italic>Bs</italic>_MHETase: <italic>R. jostii</italic>: <italic>P. putida</italic> was 3:1:10: 10<sup>&#x2013;5</sup> (<xref ref-type="fig" rid="F5">Figures 5C,D</xref>). With these optimized parameters, the four-species microbial consortium reduced the weight of PET film by 7.9 &#x00B1; 0.78 mg within 7 days (<xref ref-type="fig" rid="F5">Figure 5D</xref>), a degradation rate of 23.2 &#x00B1; 2.3%. Although the four-species microbial consortium could degrade EG, PET was not degraded as efficiently as it was by the three-species microbial consortium (31.2 &#x00B1; 2.2%) because of the nutrient-poor medium. Both the three-species and four-species microbial consortia relieved the inhibitory effect of TPA. In terms of degradation efficiency, the three-species microbial consortium is superior, but the four-species microbial consortium is more environmentally friendly in terms of fully degrading the toxic products (TPA and EG) formed by breakdown of PET. It is therefore necessary to further optimize the relationship between the four bacteria to improve degradation efficiency.</p>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>Enzymatic degradation is currently considered an ideal method for PET degradation, and shows promise for large-scale PET waste degradation. Previous studies engineered and compared different signal peptides to enhance extracellular production of PETase in <italic>E. coli</italic> (<xref ref-type="bibr" rid="B10">Cui et al., 2021</xref>; <xref ref-type="bibr" rid="B58">Shi et al., 2021</xref>) and <italic>B. subtilis</italic> (<xref ref-type="bibr" rid="B23">Huang et al., 2018</xref>; <xref ref-type="bibr" rid="B68">Wang et al., 2020</xref>). These studies emphasized the importance of signal peptides in the secretion of heterologous protein. LipB from extracellular esterase was selected as the best signal peptide to secret PET-degrading enzymes, and two engineered <italic>B. subtilis</italic> strains that could secrete PETase and MHETase were generated. Most studies focused on the enzymatic degradation of PET <italic>in vitro</italic>, which needed to separate and purify the enzymes. Compared with degrading PET by purified enzymes, the degradation of PET by engineered <italic>B. subtilis</italic> in the fermentation system was studied, which is hopeful to realize large-scale industrial application.</p>
<p>In recent years, artificial microbial consortia that simulate natural microbial consortia to complete complex biological processes have become an important research direction of synthetic biology (<xref ref-type="bibr" rid="B8">Chen et al., 2020</xref>; <xref ref-type="bibr" rid="B68">Wang et al., 2020</xref>). Artificial microbial consortia introduced modularity to microbial metabolite by assigning different parts of the metabolic pathways to each member of the consortium (<xref ref-type="bibr" rid="B76">Zhou et al., 2015</xref>). The modular principle of artificial microbial consortia can distribute the complicated work to different microorganisms according to their own specific advantages, so as to complete the work that cannot be completed by a single microorganism. Only using a single microorganism to degrade PET and utilize the degradation products will increase the metabolic burden, making it difficult to achieve effective degradation. Constructing microbial consortia can reduce metabolic burden and promote biodegradation. A microbial consortium including three engineered <italic>E. coli</italic> was constructed to reduced metabolic burden to synthesize rosmarinic acid (<xref ref-type="bibr" rid="B39">Li Z. et al., 2019</xref>). Another consortium was constructed to produce short-chain fatty acids from lignocellulose, and it can reduce metabolic burden and perform multiple tasks (<xref ref-type="bibr" rid="B57">Shahab et al., 2020</xref>). These studies showed the potential to reduce metabolic burden by artificial consortia. A four-species microbial consortium consisting of <italic>Bs</italic>_PETase, <italic>Bs</italic>_MHETase, <italic>R. jostii</italic>, and <italic>P. putida</italic> was constructed to degrade PET. In this consortium, <italic>B. subtilis</italic> has the advantages of high secretion capacity, fast growth and lacking of an outer membrane, and it is regarded as a great chassis to secret heterologous proteins (<xref ref-type="bibr" rid="B71">Westers et al., 2004</xref>; <xref ref-type="bibr" rid="B66">van Dijl and Hecker, 2013</xref>). <italic>B. subtilis</italic> was chose as the model chassis and engineered it to secret PETase and MHETase, respectively. The two-species microbial consortium was considered as a PET-degrading module. Wild <italic>R. jostii</italic> and <italic>P. putida</italic> were reported to effectively use TPA and EG to support their growth, respectively (<xref ref-type="bibr" rid="B9">Choi et al., 2005</xref>; <xref ref-type="bibr" rid="B69">Wehrmann et al., 2017</xref>). The metabolic pathways of TPA and EG were considered as the TPA-degrading module and EG-degrading module. By combining the three modules to construct a four-species microbial consortium, PET can be degraded into monomers that could be absorbed and utilized by microorganisms capable of metabolizing them into carbon dioxide and water through the tricarboxylic acid cycle (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<p>Artificial microbial consortia can relieve the inhibition of degradation products and improve the degradation rates. It has been demonstrated by a microbial consortium for corn fiber conversion to reduce the inhibition of hemicellulose hydrolysis products ethanol (<xref ref-type="bibr" rid="B4">Beri et al., 2020</xref>). It was previously shown that accumulation of MHET inhibited the function of PETase (<xref ref-type="bibr" rid="B34">Knott et al., 2020</xref>), likely explaining the increased degradation efficiency of the two-species consortium that was constructed (<xref ref-type="fig" rid="F3">Figure 3A</xref>). Besides, the PET monomer TPA inhibited the degradation process. Therefore, <italic>R. jostii</italic> was added to the existing consortium to break down TPA, leading to a three-species microbial consortium with improved degradation efficiency. This three-species consortium could degrade more than 30% of PET within 7 days. By combining the PET-degrading module and the TPA-degrading module to construct a three-species microbial consortium, the inhibitory effect of TPA can be relieved, and the degradation efficiency can be improved (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<p>Compared with pure culture, artificial microbial consortia have the advantages in stability and efficiency. The effects of environmental factors on the stability of the consortia were compared (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 3</xref>). Results showed that the changes of temperatures and pH would not affect the stability of the two- and three-species microbial consortia (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 3</xref>). These results showed the stability of the consortia that was constructed.</p>
<p><italic>Ideonella sakaiensis</italic> 201-F6 could completely degrade low crystallinity PET film after 6 weeks at 30&#x00B0;C (<xref ref-type="bibr" rid="B74">Yoshida et al., 2016</xref>). However, <italic>I. sakaiensis</italic> 201-F6 is difficult to be genetically engineered due to its complex genetic background. This study constructed engineered <italic>B. subtilis</italic> to degrade PET, and the degradation products are completely converted into carbon dioxide and water. As far as degrading PET by using artificial microbial consortia, there are few studies on it. An artificial three-microbial consortium including <italic>Exiguobacterium</italic> sp., <italic>Halomonas</italic> sp., and <italic>Ochrobactrum</italic> sp. in a 1:1:1 ration was reported to degrade PET films, and PET films were fully degraded into small pieces after 2 weeks (<xref ref-type="bibr" rid="B17">Gao and Sun, 2021</xref>). In comparison with it, this study represents the first successful effort to degrade PET without any degradation products with an artificial microbial consortium, opening up new avenues for biodegradation of PET. The consortium described here not only degraded PET under ambient temperatures, but also addressed PETase inhibition by PET degradation products and improved the degradation efficiency. It reveals the potential of artificial microbial consortia in biodegradation of PET or other complex polymers. In the future, developing enhanced microorganism chassis and constructing artificial microbial consortia to degrade and convert PET to high-value chemicals is a promising method to realize the circular economy of PET waste.</p>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>In this study, three artificial microbial consortia were constructed to degrade PET. Two <italic>B. subtilis</italic> was engineered to secrete PETase and MHETase, respectively. Wild <italic>R. jostii</italic> and <italic>P. putida</italic> were introduced to the microbial consortia to utilize PET monomers TPA and EG, respectively. A four-species microbial consortium including <italic>Bs</italic>_PETase, <italic>Bs</italic>_MHETase, <italic>R. jostii</italic>, and <italic>P. putida</italic> was constructed to directly degraded PET into monomers, and further converted them into carbon dioxide and water through the tricarboxylic acid cycle. The artificial microbial consortium successfully relieved the metabolic inhibition of TPA and EG, and effectively improved the degradation rate. The study provided novel ideas for the future biodegradation of PET or more other types of polymers by artificial microbial consortia.</p>
</sec>
<sec id="S6" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="DS1">Supplementary Material</xref>, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>XQ: conceptualization, methodology, validation, data curation, and writing&#x2014;original draft. YM and HC: conceptualization, methodology, validation, and data curation. BL and YY: supervision. MD: conceptualization, writing&#x2014;review and amp, editing, and supervision. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="pudiscl1" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>This work was funded by the National Key Research and Development Program of China (2019YFA0706900) and National Natural Science Foundation of China (21676190).</p>
</sec>
<ack>
<p>We thank to the 2016 Tianjin University iGEM team for supporting this research.</p>
</ack>
<sec id="S10" sec-type="supplementary-material">
<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/fmicb.2021.778828/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmicb.2021.778828/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="DS1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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