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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Energy Res.</journal-id>
<journal-title>Frontiers in Energy Research</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Energy Res.</abbrev-journal-title>
<issn pub-type="epub">2296-598X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fenrg.2020.575371</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Energy Research</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Synergistic Treatment of Alkali Lignin via Fungal Coculture for Biofuel Production: Comparison of Physicochemical Properties and Adsorption of Enzymes Used As Catalysts</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Luo</surname>
<given-names>Ruhong</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" corresp="yes">
<name>
<surname>Liao</surname>
<given-names>Qiang</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>&#x2a;</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xia</surname>
<given-names>Ao</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>&#x2a;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Deng</surname>
<given-names>Zhichao</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>Huang</surname>
<given-names>Yun</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>Zhu</surname>
<given-names>Xianqing</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>Zhu</surname>
<given-names>Xun</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-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Key Laboratory of Low-grade Energy Utilization Technologies and Systems, Chongqing University, Ministry of Education, <addr-line>Chongqing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Institute of Engineering Thermophysics, Chongqing University, <addr-line>Chongqing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> Mohammad Rehan, King Abdulaziz University, Saudi Arabia</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> Muhammad Amjad, University of Engineering and Technology, Lahore, Pakistan</p>
<p>Md Mofijur Rahman, University of Technology Sydney, Australia</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Qiang Liao, <email>lqzx@cqu.edu.cn</email> Ao Xia, <email>aoxia@cqu.edu.cn</email>
</corresp>
<fn>
<p>This article was submitted to Bioenergy and Biofuels, a section of the journal Frontiers in Energy Research</p>
</fn>
<fn fn-type="abbr">
<p>
<bold>Abbreviations:</bold> SEM, scanning electron microscope; FTIR, fourier transform infrared; TG/DTG, thermogravimetric/differential thermogravimetric; WRF, white-rot fungi; LDEs, lignin degrading enzymes system; Lac, laccase; MnP, manganese peroxidases; LiP, lignin peroxidases; PDA, potato dextrose agar</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>09</month>
<year>2020</year>
</pub-date>
<pub-date pub-type="collection">
<year>2020</year>
</pub-date>
<volume>8</volume>
<elocation-id>575371</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>06</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>08</month>
<year>2020</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2020 Luo, Liao, Xia, Deng, Huang, Zhu and Zhu</copyright-statement>
<copyright-year>2020</copyright-year>
<copyright-holder>Ruhong, Liao, Xia, Deng, Huang, Zhu and Zhu</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>White-rot fungi is capable of producing extracellular enzymes that degrade lignin structure and facilitate biofuel production from lignocellulosic biomass wastes. However, fungal monocultures are constrained by low activities of the lignin-degrading enzyme system, leading to poor treatment efficiency and a long duration, which are not advantageous for large-scale applications. To improve enzyme production and enhance lignin degradation, a novel coculture system was proposed using the white-rot fungi <italic>Phanerochaete chrysosporium</italic> and <italic>Irpex lacteus</italic> CD2. The degradation efficiency of the alkali lignin by the fungal coculture was 26.4%, which was higher than that of the fungal monocultures. It was due to the production of lignin degrading enzymes was promoted in the liquid medium. Scanning electron microscopy, Fourier transform infrared, thermogravimetric and mercury porosimeter analyses results revealed that the alkali lignin treated with the fungal coculture had the largest porosity, and the degree of destruction of the alkali lignin structure by the fungal coculture was higher than that of the fungal monocultures. Meanwhile, the nonproductive adsorption of enzymes on alkali lignin was significantly reduced by 61.0% when the biomass was treated with the fungal coculture. As a result, the nonproductive adsorption was remarkably reduced, while it significantly improved the cellulase catalysis efficiency. These results demonstrated the synergistic effects of the fungal coculture for biomass treatment and provided a new approach for increasing lignin degradation while improving enzymatic catalysis and biofuel production through fungal coculture.</p>
</abstract>
<kwd-group>
<kwd>biomass hydrolysis</kwd>
<kwd>white-rot fungi</kwd>
<kwd>coculture</kwd>
<kwd>lignin</kwd>
<kwd>enzyme absorption</kwd>
</kwd-group>
<contract-num rid="cn001">51836001</contract-num>
<contract-num rid="cn001">51876016</contract-num>
<contract-num rid="cn002">2020CDJQY-A054</contract-num>
<contract-num rid="cn002">2018CDPTCG0001/18</contract-num>
<contract-num rid="cn003">2018QNRC001</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Fundamental Research Funds for the Central Universities<named-content content-type="fundref-id">10.13039/501100012226</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">China Association for Science and Technology<named-content content-type="fundref-id">10.13039/100010097</named-content>
</contract-sponsor>
<counts>
<page-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Lignocellulosic biomass from agricultural residues is an abundant resource in China, with an annual productivity of 980&#xa0;million tons, which is equal to approximately 490&#xa0;million tons of coal (<xref ref-type="bibr" rid="B10">Isroi et al., 2011</xref>). However, a mass of lignocellulosic biomass is incinerated in the field, it not only pollutes the environment but also wastes many resources. Converting lignocellulosic biomass to biofuels, such as bioethanol, biohydrogen and biomethane, has significant energy savings and emission reduction benefits (<xref ref-type="bibr" rid="B36">Xia et al., 2016</xref>).</p>
<p>Lignocellulose is mainly composed of three components: lignin, cellulose and hemicellulose. Cellulose and hemicellulose are polysaccharide structures that can be directly hydrolyzed by enzymes into available reducing sugars. However, lignin is a complex cross-linked phenolic polymer, which is composed of guaiacyl propane units (G), syringyl propane units (S) and <italic>p</italic>-hydroxyphenyl propane units (H) at different ratios (<xref ref-type="bibr" rid="B5">Christopher et al., 2014</xref>). The presence of lignin makes it difficult to directly utilize the polysaccharides in lignocellulosic biomass. The removal of lignin improves the accessibility of the polysaccharides, resulting in high biomass conversion efficiency and an economically feasible production process. Without an appropriate pretreatment method, only 20% of the theoretical maximum yield can be obtained by enzymatic hydrolysis (<xref ref-type="bibr" rid="B29">Suksong et al., 2020</xref>).</p>
<p>Biological pretreatment methods have attracted interest because of their potential advantages over other pretreatment methods, such as lower energy consumption, no chemical reagents and greater substrate and reaction specificity (<xref ref-type="bibr" rid="B27">Sindhu et al., 2016</xref>). The most promising microorganisms are white-rot fungi (WRF), which is the only group known to be able to completely degrade lignin into CO<sub>2</sub> and H<sub>2</sub>O at a normal temperature and pressure (<xref ref-type="bibr" rid="B46">Zhang et al., 2019</xref>). Several WRF, such as <italic>Phanerochaete chrysosporium</italic>, <italic>Pleurotus ostreatus</italic>, and <italic>Irpex lacteus</italic>, have been identified for their efficient degradation of lignin in a variety of lignocellulosic biomass materials (<xref ref-type="bibr" rid="B10">Isroi et al., 2011</xref>). The high lignin degradation ability of WRF is due to their unique extracellular lignin degrading enzymes (LDEs) system, such as lignin peroxidases (LiP), laccase (Lac), and manganese peroxidases (MnP) (<xref ref-type="bibr" rid="B25">Sharma et al., 2019</xref>). When reactive oxygen is used as an intermediary condition for lignin degradation, LDEs degrade lignin into a pool of heterogeneous aromatics, which are ultimately metabolized by the secreting organism or other microbes (<xref ref-type="bibr" rid="B22">Ren et al., 2016</xref>).</p>
<p>At present, most studies have improved the selective degradation efficiency of lignin by optimizing monoculture conditions or by screening natural strains. For example, <xref ref-type="bibr" rid="B7">Dong et al. (2013)</xref> introduced the characteristics and process of using three WRF to degrade sugarcane bagasse, and found that <italic>P. chrysosporium</italic> was the most effective lignin-degrading strain. <xref ref-type="bibr" rid="B23">Salvach&#xfa;a et al. (2013)</xref> proved that <italic>I. lacteus</italic> has the ability to selectively and efficiently degrade lignin in wheat straw. By comparing the extracellular secretases of <italic>I. lacteus</italic> and <italic>P. chrysosporium</italic>, it was found while both have the ability to efficiently degrade lignin, the LDEs secreted by the two WRF are different. <xref ref-type="bibr" rid="B45">Zeng et al. (2013)</xref> detected the activity of Lac and MnP in stationary cultures of <italic>I. lacteus</italic>. In contrast, stationary cultures of a highly degradative strain of <italic>P. chrysosporium</italic> only exhibited activities of LiP and MnP. However, the fungal monocultures produce few types of LDEs, resulting in poor effects and low efficiency in the lignin treatment process. As a result, the duration of the biological pretreatment is too long to be applied at a large scale.</p>
<p>In wood and many other microenvironments, fungi typically live and grow in close proximity to each other, and these fungi may display synergistic interactions (<xref ref-type="bibr" rid="B38">Yadav and Chandra, 2015</xref>). The fungal coculture could lead to higher enzyme production through synergistic interactions, and this result depends on the particular species in combination or the mode of interaction between species (<xref ref-type="bibr" rid="B4">Chen et al., 2019</xref>). In a coculture system, the evaluation of antagonistic effects of the selected fungal cocultures is important for producing LDEs (<xref ref-type="bibr" rid="B33">Tesfaw and Assefa, 2014</xref>). Experimental evidence have suggested that the competition for space and nutrients may result in the enhanced degradation of lignin and in elevated production of LDEs such as MnP and Lac (<xref ref-type="bibr" rid="B8">Dong et al., 2014</xref>; <xref ref-type="bibr" rid="B34">Wang et al., 2014</xref>; <xref ref-type="bibr" rid="B14">Li et al., 2019</xref>). Additionally, in the different WRF coculture systems, the LDEs that play a major role in the lignin degradation process are also different. Lac might play the central role in the lignin degradation process in one coculture system, while in others, MnP or LiP or even Lac-MnP or Lac-LiP-MnP might be responsible for such a process (<xref ref-type="bibr" rid="B31">Sun et al., 2011</xref>). In recent years, some researchers have obtained fungal cocultures that efficiently degrade lignin by screening WRF in natural environments (<xref ref-type="bibr" rid="B18">Mishra et al., 2017</xref>; <xref ref-type="bibr" rid="B4">Chen et al., 2019</xref>). <italic>P. chrysosporium</italic> and <italic>I. lacteus</italic> are two types of WRF with strong abilities to degrade lignin in nature. However, under standard culture conditions, the LDEs system secreted by <italic>P. chrysosporium</italic> and <italic>I. lacteus</italic> are different. The complementarity nature of the LDEs produced by different WRF and their impacts on the subsequent enzymatic hydrolysis process during fungal coculture have not yet been reported in the literatures.</p>
<p>The innovation of this study is to propose a new coculture system of <italic>P. chrysosporium</italic> and <italic>I. lacteus</italic> CD2, based on their complementarity LDEs, to treat alkali lignin as a model compound derived from lignocellulose biomass. The objectives of this study are to study the degradation efficiency of fungal coculture on alkali lignin, and to assess the effects of alkali lignin modification from fungi treatment on enzymatic hydrolysis and adsorption.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Strains, Enzymes, and Chemicals</title>
<p>The fungus <italic>P. chrysosporium</italic> was obtained from the Guangdong Culture Collection Center (Guangdong, China). The fungus <italic>I. lacteus</italic> CD2 was obtained from the China General Microbiological Culture Collection Center (Beijing, China). The strains stored at 4&#xb0;C were inoculated in fresh Potato dextrose agar (PDA) slant culture medium. The PDA slant culture medium was prepared as follows: peeled potato blocks were boiled for 20&#xa0;min and filtered, then 2% (w/v) of glucose and 2% (w/v) of agar was added to the filtrate and its pH was regulated to 7.6. The culture medium was then steam-sterilized at 121&#xb0;C for 20&#xa0;min using a high-pressure steam sterilizer. The inoculations were cultured for 7&#xa0;days at 28&#xb0;C. The spores of the two fungi were removed from the PDA slant culture medium and stored at 4&#xb0;C until use.</p>
<p>The alkali lignin and all of the chemicals used in this work were purchased from Sigma-Aldrich and were of analytical reagent grade. The enzyme used in the experiment was a commercial complex enzyme called Cellic CTec2 (Novozymes, China) with an activity of 70&#xa0;filter paper unit (FPU)/ml. The FPU was measured by following the National Renewable Energy Laboratory standard biomass analytical procedures (<xref ref-type="bibr" rid="B15">Lindedam et al., 2014</xref>).</p>
</sec>
<sec id="s2-2">
<title>Antagonistic Experiment</title>
<p>The inoculation ring was dipped into the spores, and the two fungi were inoculated on the PDA solid plate medium. The inverted plates were cultured at 28&#xb0;C in a constant temperature incubator, and the growth of fungi was observed every day (<xref ref-type="bibr" rid="B24">Schoneberg et al., 2015</xref>).</p>
</sec>
<sec id="s2-3">
<title>Degradation of Alkali Lignin by Fungal Monoculture and Coculture</title>
<p>In Erlenmeyer flasks, 0.2&#xa0;g of alkali lignin and 40&#xa0;ml of the liquid medium were steam-sterilized at 121&#xb0;C for 20&#xa0;min. The substrates were inoculated with spores to achieve an initial content of 10<sup>6</sup>&#xa0;spores/ml. The treatment experiment was conducted at 180&#xa0;rpm and 28&#xb0;C for 21&#xa0;days in a shaker bath. Samples were taken by different time intervals (samples were taken every day in the first week, and every other day from the second week to the third week) and were diluted five times, centrifuged at 8,000&#xa0;rpm for 10&#xa0;min, and filtered, then the absorbance of the alkali lignin was measured at optical density 280&#xa0;nm (<xref ref-type="bibr" rid="B9">Hao et al., 2015</xref>). The degradation rate was calculated by weight. All of the experiments and analyses were conducted in triplicate.</p>
<p>The fungi degradation medium components were glucose (2&#xa0;g/L), MgSO<sub>4</sub>&#xb7;7H<sub>2</sub>O (0.1&#xa0;g/L), KH<sub>2</sub>PO<sub>4</sub> (1&#xa0;g/L), ammonium tartrate (0.4&#xa0;g/L), Tween 80 (0.5&#xa0;ml/L), CaCl<sub>2</sub> (0.1&#xa0;g/L), veratryl alcohol (0.57&#xa0;ml/L), and 1&#xa0;ml of trace element solution per liter of medium solution. The trace element solution contained MnSO<sub>4</sub> (0.5&#xa0;g/L), Al(K(SO<sub>4</sub>)<sub>2</sub>)&#xb7;12H<sub>2</sub>O (0.02&#xa0;g/L), FeSO<sub>4</sub>&#xb7;7H<sub>2</sub>O (0.1&#xa0;g/L), H<sub>3</sub>BO<sub>3</sub> (0.01&#xa0;g/L), CoCl<sub>2</sub>&#xb7;6H<sub>2</sub>O (0.1&#xa0;g/L), ZnSO<sub>4</sub>&#xb7;7H<sub>2</sub>O (0.1&#xa0;g/L), and CuSO<sub>4</sub>&#xb7;5H<sub>2</sub>O (0.01&#xa0;g/L) (<xref ref-type="bibr" rid="B2">Asina et al., 2016</xref>).</p>
</sec>
<sec id="s2-4">
<title>Lignin Degrading Enzymes Activity Assays</title>
<p>Lignin-degrading enzyme activities were assayed from the liquid cultures. The enzyme assays were conducted in a 3&#xa0;ml reaction mixture at 25&#xb0;C by using the extracellular medium of the fungal culture. The Lac activity was measured spectrophotometrically by the oxidation of ABTS [2,2&#x2032;-azinobis-(3-ethylbenzthiazoline-6-sulphonate)] (Sigma Aldrich) (<xref ref-type="bibr" rid="B19">More et al., 2011</xref>). The reaction mixture contained 0.5&#xa0;mM ABTS, 2.8&#xa0;ml of 0.1&#xa0;M sodium acetate (pH &#x3d; 4.5), and 0.1&#xa0;ml of the culture supernatant and was incubated for 5&#xa0;min. The absorbance was read at 420&#xa0;nm in a spectrophotometer with deionized water as the blank. One unit was defined as the amount of Lac that oxidized 1&#xa0;&#x3bc;mol of ABTS substrate per min. The MnP activity was determined by the method of Wiberth (<xref ref-type="bibr" rid="B35">Wiberth et al., 2018</xref>). The 3&#xa0;ml reaction mixture contained 50&#xa0;mM sodium malonate (pH &#x3d; 4.5), 2&#xa0;mM MnSO<sub>4</sub>, 0.1&#xa0;mM H<sub>2</sub>O<sub>2</sub>, and 0.5&#xa0;ml of the enzyme solution. The reaction was initiated at 37&#xb0;C, and the initial rate of Mn(III) malonate formation was determined using a spectrophotometer by following the initial increase in absorbance at 270&#xa0;nm (<italic>&#x3b5;</italic> &#x3d; 11,590&#xa0;M/cm). One unit of MnP activity was defined as the amount of MnP that catalyzed the formation of 1&#xa0;&#x03BC;mol of Mn(III) per min. The activity of LiP was measured at 310&#xa0;nm using veratryl alcohol as the substrate (<xref ref-type="bibr" rid="B40">Yang et al., 2013</xref>). The standard reaction mixture (3&#xa0;ml) contained 0.2&#xa0;mM veratryl alcohol, 0.15&#xa0;mM H<sub>2</sub>O<sub>2</sub> and the enzyme solution in 100&#xa0;mM sodium tartrate buffer (pH &#x3d; 3.0). One unit of LiP was defined as the amount of enzyme necessary to oxidize 1.0&#xa0;mmol veratryl alcohol per min. One-way ANOVA analysis was performed to assess significant differences among groups.</p>
</sec>
<sec id="s2-5">
<title>Chemical Structure Analysis of Alkali Lignin</title>
<p>The Fourier transform infrared (FTIR) spectra was used to demonstrated the chemical group changes before and after fungi treatment. FTIR scans were conducted at 400&#x2013;4,000&#xa0;cm<sup>&#x2212;1</sup>. Background scanning was performed for correction before data collection. Scanning electron microscope (SEM) was used to evaluate the microstructural changes in the alkali lignin before and after treatment. The porosity test was carried out by the mercury intrusion porosimetry method, and. The tests were performed at a pressure of up to 33,000&#xa0;psia. The thermogravimetric (TG) properties of all the samples were obtained to thermal stability changes before and after treatment, and the element analysis was used to determine the content of C, H, N, O, and S in the samples. The alkali lignin samples were placed in the oven to dry at 105&#xb0;C for 2&#x2013;3&#xa0;h to remove moisture from the samples before the TG analysis.</p>
</sec>
<sec id="s2-6">
<title>Enzymes Hydrolysis and Adsorption</title>
<p>To evaluate the effect of the alkali lignin treated by fungi on cellulose hydrolysis, the enzymatic hydrolysis of Avicel was conducted in a flask containing sodium citrate buffer (0.1&#xa0;M, pH &#x3d; 4.8) for 72&#xa0;h at 50&#xb0;C. Specifically, the solid substrate loading rate was 1% (w/w), and the mixture was stirred in a shaker bath at 160&#xa0;rpm. The dose of the hydrolysis enzyme (SAE0020) was 50&#xa0;FPU/g substrate. The hydrolysis efficiency of Avicel was evaluated by the yield of reducing sugar. The yield of reducing sugar was determined by the 3,5-dinitrosalicylic acid method (<xref ref-type="bibr" rid="B13">Lee et al., 2020</xref>).</p>
<p>Studying the isothermal adsorption line of enzymes on alkali lignin before and after fungi treatment, the concentration of the different enzyme proteins was 0.1&#x2013;2.0&#xa0;mg/ml. Alkali lignin and the enzyme were incubated in a flask that contained 0.1&#xa0;M sodium citrate buffer (pH &#x3d; 4.8) at 50&#xb0;C with shaking (160&#xa0;rpm) for 3&#xa0;h to reach equilibrium (<xref ref-type="bibr" rid="B6">Deng et al., 2019</xref>). The amount of protein adsorbed on the alkali lignin was calculated by weight. The free protein concentration was determined using the Bio-Rad protein assay, which is a Bradford-based colorimetric method, and bovine serum albumin (Sigma-Aldrich) was used as a standard (<xref ref-type="bibr" rid="B12">Ku et al., 2013</xref>).</p>
<p>According to published literature (<xref ref-type="bibr" rid="B39">Yang and Fang, 2015</xref>), the adsorption of enzymes on the alkali lignin can be described by the following Langmuir equation (<xref ref-type="disp-formula" rid="e1">Eq. 1</xref>):<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mtext>ads</mml:mtext>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>max</mml:mi>
</mml:msub>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mo>&#x22c5;</mml:mo>
<mml:mi>K</mml:mi>
<mml:mo>&#x22c5;</mml:mo>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mtext>free</mml:mtext>
</mml:msub>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>K</mml:mi>
<mml:mo>&#x22c5;</mml:mo>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mtext>free</mml:mtext>
</mml:msub>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <italic>E</italic>
<sub>ads</sub> is the amount of enzyme adsorbed on the lignin (mg/g lignin), <italic>E</italic>
<sub>free</sub> is the free enzyme concentration (mg/ml) in the suspension, <italic>E</italic>
<sub>max</sub> is the maximum enzyme adsorption capacity of lignin (mg/g lignin), and <italic>K</italic> is the Langmuir adsorption constant (ml/mg enzyme).</p>
</sec>
<sec id="s2-7">
<title>Machine and Equipment</title>
<p>The culture medium was sterilized by using a high-pressure steam sterilizer (YXQ-LS, BOXUN, China). All the treatments were conducted in shaker bath (ZWYR-2102, ZHICHENG, China). The FTIR spectra were obtained using an FTIR Microscope (Nicolet iN10, Thermo Scientific, United States) equipped with a deuterated triglycine sulfate detector. A SEM (VEGA 3 LMH, TESCAN, Czech Republic) was used to obtain the surface morphology of the alkali lignin at a voltage of 10&#xa0;kV. The porosity was performed using the Micromertics Instruments Corporation AutoPore IV 9500. The thermal stability properties were analyzed via a TG analyzer (STA409PC, NETZSCH, Germany) at a constant heating rate of 10&#xb0;C/min. The atmosphere was N<sub>2</sub>, and the flow rate was 100&#xa0;ml/min. The contents of C, H, N, O and S were determined by an element analyzer (FLASH 2000, Thermo Scientific, America).</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and Discussion</title>
<sec id="s3-1">
<title>Antagonistic Experiment</title>
<p>To analyze whether <italic>P. chrysosporium</italic> and <italic>I. lacteus</italic> are suited to simultaneous culture, the antagonistic characteristics between the fungi was tested. <xref ref-type="sec" rid="s9">Supplementary Figure 1</xref> displays the coculture of the two fungi in a PDA solid plate medium on the seventh day. <italic>P. chrysosporium</italic> were the white spherical particles on the PDA solid plate medium, and <italic>I. lacteus</italic> were the white hyphae. The two types of WRF grew evenly on the surface of the PDA solid plate medium, and there was no blank in the middle of the plate (<xref ref-type="bibr" rid="B42">Yao et al., 2016</xref>). The results implied the two fungi are suited to synchronous coculture, and it is predicted that this coculture of fungi could synergistically degrade alkali lignin.</p>
</sec>
<sec id="s3-2">
<title>Fungal Degradation Characteristics of Alkali Lignin</title>
<p>
<xref ref-type="fig" rid="F1">Figure 1</xref> shows the degradation of alkali lignin by fungi cultivated under different methods. The degradation effects of different fungi on lignin showed significant differences compared with control (<italic>p</italic> &#x3c; 0.01). During the first 3&#xa0;days, the fungi initially used the glucose in the medium as the main source of carbon for growth, so the concentration of alkali lignin changed only slightly. After that, the fungal growth reached the logarithmic phase, and the fungi began to use the alkali lignin in the medium as the main carbon source, resulting in a gradual decrease in the concentration of alkali lignin.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Degradation of alkali lignin by fungal monocultures and coculture.</p>
</caption>
<graphic xlink:href="fenrg-08-575371-g001.tif"/>
</fig>
<p>The extracellular lignolytic enzymes from the fungi synergistically cleave the C<sub>&#x3b1;</sub>&#x2013;C<sub>&#x3b2;</sub> bonds and oxidize C<sub>&#x3b1;</sub>, and the major route of lignin degradation is the cleavage of the C<sub>&#x3b1;</sub>&#x2013;C<sub>&#x3b2;</sub> bonds by LiP, MnP, and Lac (<xref ref-type="bibr" rid="B17">Harmanpreet et al., 2017</xref>). <xref ref-type="fig" rid="F2">Figure 2</xref> shows the LDEs activity during the fungal degradation of alkali lignin. The activity of Lac and Lip showed significant differences compared with control (<italic>p</italic> &#x3c; 0.05). Because <italic>P. chrysosporium</italic> and <italic>I. lacteus</italic> could not fully secrete these three lignin-degrading enzymes (<xref ref-type="bibr" rid="B1">Arora and Sharma, 2010</xref>), the Lac activity during alkali lignin degradation was lower than the LiP and MnP activities. In the initial stage of alkali lignin degradation, the MnP activity produced by the monoculture of <italic>I. lacteus</italic> was much higher than that produced by the other two fungal culture methods, but <italic>I. lacteus</italic> produced almost no LiP enzyme. It was speculated that the degradation of alkali lignin was dominated by MnP. MnP was considered to be the main enzyme involved in the partial mineralization of a broad spectrum of aromatic substances (<xref ref-type="bibr" rid="B20">Parikh et al., 2014</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>LDEs during alkali lignin degradation for <bold>(A)</bold> MnP, <bold>(B)</bold> Lac, and <bold>(C)</bold> LiP.</p>
</caption>
<graphic xlink:href="fenrg-08-575371-g002.tif"/>
</fig>
<p>The MnP production over time for the fungal coculture and monocultures is summarized in <xref ref-type="fig" rid="F2">Figure 2A</xref>. Because the control group did not have LDEs, the degradation efficiency of the alkali lignin was unchanged. For the monoculture of <italic>I. lacteus</italic>, the time for the biomass to reach the logarithmic phase was shorter than that of the fungal coculture. The rapid increase in the demand for a carbon source for <italic>I. lacteus</italic> has resulted in the production of more LDEs. The MnP activity produced by <italic>I. lacteus</italic> was the highest and showed a stable increased in expression during the first week. The MnP activity for <italic>I. lacteus</italic> reached 0.99&#xa0;IU/ml on the seventh day, which was 41.3 and 44% higher than that of <italic>P. chrysosporium</italic> and the fungal coculture, respectively. Therefore, the degradation efficiency of alkali lignin treated by <italic>I. lacteus</italic> was the highest, reaching 16.6% in the first week, compared with <italic>P. chrysosporium</italic> (6.7%) and the fungal coculture (15.6%). <italic>P. chrysosporium</italic> produced MnP and very little Lac during the treatment, and the MnP activity was lower than that of <italic>I. lacteus</italic> and the fungal coculture, so <italic>P. chrysosporium</italic> had the lowest alkali lignin degradation efficiency.</p>
<p>Limited by fungal biomass, the highest activity of MnP produced in the fungal coculture occurred later than that of <italic>I. lacteus</italic>. After the first week, the MnP activity produced by <italic>I. lacteus</italic> and <italic>P. chrysosporium</italic> decreased significantly, but that produced by the fungal coculture still increased. On the 17th day, the activity of MnP was almost absent in the fungal monocultures, whereas in the fungal coculture, the activity of MnP was still 0.3&#xa0;IU/ml. In addition, the enzymes produced by the fungal coculture included not only MnP and Lac but also LiP produced by <italic>P. chrysosporium</italic>. Thus, a high MnP activity and the synergistic effects of three major LDEs resulted a higher degradation rate for the fungal coculture compared to the fungal monocultures during the last week. At the end of the experiment, the degradation efficiency of alkali lignin by the fungal coculture was the highest at 29.8%, compared with <italic>P. chrysosporium</italic> (21.9%) and <italic>I. lacteus</italic> (23.0%). As evaluated above, the coculture of <italic>P. chrysosporium</italic> and <italic>I. lacteus</italic> could effectively accelerate the degradation of alkali lignin and promoted the production of LDEs.</p>
</sec>
<sec id="s3-3">
<title>Chemical Structure of Alkali Lignin in Fungi Treatment</title>
<sec id="s3-3-1">
<title>Fourier Transform Infrared Analysis</title>
<p>The FTIR spectra of the alkali lignin before and after the fungi treatments are shown in <xref ref-type="fig" rid="F3">Figure 3</xref>, and the major bands are assigned in <xref ref-type="table" rid="T1">Table 1</xref> (<xref ref-type="bibr" rid="B11">Kobayashi et al., 2009</xref>). The alkali lignin treated by fungi has changed significantly in the fingerprint region (1,300&#x2013;600&#xa0;cm<sup>&#x2212;1</sup>), corresponding to the stretching vibrations of different groups in the lignin (<xref ref-type="bibr" rid="B43">Ying et al., 2018</xref>). This suggested that the overall structure of the alkali lignin had been destroyed after fungi treatment.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>FTIR spectra of alkali lignin samples before and after fungi treatment.</p>
</caption>
<graphic xlink:href="fenrg-08-575371-g003.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Fourier transform infrared peak assignments in alkali lignin samples.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th>Wavenumber (cm<sup>&#x2212;1</sup>)</th>
<th align="left">Assignment</th>
</tr>
</thead>
<tbody>
<tr>
<td>3,246</td>
<td align="left">Stretching vibration of hydroxyl group in hydrogen bonds</td>
</tr>
<tr>
<td>2,935</td>
<td>C&#x2013;H stretching vibration of CH<sub>2</sub>, CH<sub>3</sub>, and CH<sub>3</sub>O groups</td>
</tr>
<tr>
<td>1,511</td>
<td>C&#x3d;C stretching vibration peak in benzene ring</td>
</tr>
<tr>
<td>1,461</td>
<td>Asymmetric vibration of C&#x2013;H in CH<sub>3</sub> and CH<sub>2</sub>
</td>
</tr>
<tr>
<td>1,365</td>
<td>In-plane deformation vibration of phenolic hydroxyl group and CH<sub>3</sub>
</td>
</tr>
<tr>
<td>1266,1241</td>
<td>C&#x2013;O stretching in G-type lignin</td>
</tr>
<tr>
<td>1,030</td>
<td>C&#x2013;O stretching in cellulose and hemicellulose</td>
</tr>
<tr>
<td>854</td>
<td>C&#x2013;H out-of-plane deformation vibration of guaiacyl propane</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In the range of 3,200&#x2013;3,400&#xa0;cm<sup>&#x2212;1</sup>, the peaks of the autoclave-sterilized lignin appeared at 3,246&#xa0;cm<sup>&#x2212;1</sup>, and the peaks of lignin after fungi treatment appeared at 3,362&#xa0;cm<sup>&#x2212;1</sup> (<italic>P. chrysosporium</italic>), 3,370&#xa0;cm<sup>&#x2212;1</sup> (<italic>I. lacteus</italic>), and 3,354&#xa0;cm<sup>&#x2212;1</sup> (fungal coculture). This indicated that the degree of O&#x2013;H association between the alkali lignin molecules was reduced and the molecular structure of the alkali lignin was ruptured during the treatment (<xref ref-type="bibr" rid="B32">Sun et al., 2016</xref>). The signal intensity of the alkali lignin at 2,935&#xa0;cm<sup>&#x2212;1</sup> decreased, indicating that some of the guaiacyl and syringyl methoxy groups in the alkali lignin were broken during the fungi treatment. After fungi treatment, there was a decrease in the intensity of the stretching vibration peak (1,461&#xa0;cm<sup>&#x2212;1</sup>) of the alkali lignin, which was derived from methylene, indicating that some macromolecular lignin was degraded (<xref ref-type="bibr" rid="B30">Sun et al., 2018</xref>). After fungi treatment, the peaks at 1,600 and 1,511&#xa0;cm<sup>&#x2212;1</sup> increased, which represent the vibration of C&#x3d;C on the benzene ring, indicating the depolymerization of macromolecular lignin (<xref ref-type="bibr" rid="B16">Liu et al., 2014</xref>). The fingerprint characteristic absorption peak of syringyl increased after fungi treatment, suggesting that syringyl lignin was further degraded and more syringyl units were released (<xref ref-type="bibr" rid="B28">Singh et al., 2015</xref>).</p>
</sec>
<sec id="s3-3-2">
<title>Scanning Electron Microscope and Porosity Analysis</title>
<p>
<xref ref-type="fig" rid="F4">Figure 4</xref> shows the microstructure of the alkali lignin treated by the fungal monocultures and coculture. It can be observed that the shape of the autoclaved alkali lignin (<xref ref-type="fig" rid="F5">Figure 5A</xref>) was irregular polygons and was composed of many irregular spherical particles. After fungi treatment, the surface gradually became rough and many pores were formed due to fungi degradation (<xref ref-type="fig" rid="F4">Figure 4B,C</xref>). In addition, for the alkali lignin treated by the fungal coculture (<xref ref-type="fig" rid="F4">Figure 4D</xref>), many micropores adhering to the surfaces of large pores could be found compared to alkali lignin treated by the fungal monocultures. The destruction of alkali lignin treated by the fungal coculture was greater than that by the fungal monocultures.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Scanning electron microscopy images of <bold>(A)</bold> autoclaved alkali lignin, <bold>(B)</bold> <italic>I. lacteus</italic> treatment, <bold>(C)</bold> <italic>P. chrysosporium</italic> treatment, and <bold>(D)</bold> fungal coculture treatment.</p>
</caption>
<graphic xlink:href="fenrg-08-575371-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>DTG and TG analyses of alkali lignin before and after fungi treatment.</p>
</caption>
<graphic xlink:href="fenrg-08-575371-g005.tif"/>
</fig>
<p>The porosity and pore diameter distribution of the alkali lignin are shown in <xref ref-type="table" rid="T2">Table 2</xref>. Megapores (&#x3e;10,000&#xa0;nm) increased 3.0% after the alkali lignin treated by the fungal coculture, but the macropores (2,500&#x2013;10,000&#xa0;nm) of the alkali lignin treated by the fungal monocultures increased 4.36 (<italic>I. lacteus</italic>) and 6.72% (<italic>P. chrysosporium</italic>). These results indicated that the damage to the alkali lignin by the fungal coculture was greater than that by the monocultures, which was confirmed by the SEM results. The porosity of the alkali lignin increased after being treated with <italic>I. lacteus</italic> and the fungal coculture. The total pore area was greatly increased after the fungi treatment, which proved that the alkali lignin formed more porous structures after fungi treatment and that the macromolecular lignin was depolymerized.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Mercury intrusion porosimetry results of alkali lignin samples.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th rowspan="2">Sample</th>
<th rowspan="2">Porosity (%)</th>
<th rowspan="2">Total pore area (m<sup>2</sup>/g)</th>
<th rowspan="2">Average pore area (nm)</th>
<th colspan="3" align="center">Pore diameter distribution (%) (nm)</th>
</tr>
<tr>
<th>500&#x2013;2,500</th>
<th>2,500&#x2013;10,000</th>
<th>&#x3e;10,000</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Autoclaved</td>
<td align="center">64.3</td>
<td align="center">4.0</td>
<td align="center">1,498.6</td>
<td align="center">7.6</td>
<td align="center">22.9</td>
<td align="center">67.2</td>
</tr>
<tr>
<td align="left">IL</td>
<td align="center">64.7</td>
<td align="center">36.0</td>
<td align="center">164.0</td>
<td align="center">8.4</td>
<td align="center">27.3</td>
<td align="center">62.1</td>
</tr>
<tr>
<td align="left">PC</td>
<td align="center">60.9</td>
<td align="center">53.1</td>
<td align="center">111.8</td>
<td align="center">9.0</td>
<td align="center">29.7</td>
<td align="center">58.9</td>
</tr>
<tr>
<td align="left">Coculture</td>
<td align="center">66.7</td>
<td align="center">53.5</td>
<td align="center">115.3</td>
<td align="center">6.3</td>
<td align="center">21.8</td>
<td align="center">70.2</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-3-3">
<title>Thermogravimetric/Differential Thermogravimetric Analysis</title>
<p>
<xref ref-type="fig" rid="F5">Figure 5</xref> shows the TG and differential TG curves of the autoclaved and fungi-treated alkali lignin samples. The pyrolysis process of the alkali lignin samples could be divided into dehydration and lignin degradation stages. According to the TG curves, the residue char contents of the alkali lignin were 39.9% (Control), 40.5% (<italic>I. lacteus</italic>), 39.6% (<italic>P. chrysosporium</italic>), and 42.1% (fungal coculture) (<xref ref-type="bibr" rid="B21">Park et al., 2017</xref>). The residual char content is related to the ratio of G and S in alkali lignin (<xref ref-type="bibr" rid="B41">Yang et al., 2010</xref>). G has better thermal stability than the other two lignin monomers; therefore, the larger the proportion of G, the more char that remains (<xref ref-type="bibr" rid="B26">Shen et al., 2011</xref>). It could be speculated that some of the G-lignin was consumed during the fungal coculture treatment, which was confirmed by previous FTIR results. From the differential TG curve, the maximum decomposition rate of the autoclave-sterilized alkali lignin appeared at 385&#xb0;C, but the temperature peak of the alkali lignin after fungi treatment was shifted left. This suggested that the alkali lignin was converted to small molecule aromatic compounds with poor thermal stability during the fungi treatment process (<xref ref-type="bibr" rid="B3">Cao and Aita, 2013</xref>). It is worth mentioning that the temperature peak of the alkali lignin treated with the fungal coculture was advanced by 11&#xb0;C (374&#xb0;C), indicating that the alkali lignin had the poorest thermal stability after the fungal coculture treatment.</p>
</sec>
<sec id="s3-3-4">
<title>Element Analysis</title>
<p>The element analysis and degree of unsaturation of the autoclaved and fungi-treated alkali lignins are shown in <xref ref-type="table" rid="T3">Table 3</xref>. The degree of unsaturation of the alkali lignin was further reduced by fungi treatment. This indicated that the dense structure of the alkali lignin was depolymerized during fungi treatment, and some of the macromolecular lignin was degraded. The degree of unsaturation of alkali lignin decreased 3.5% after the fungal coculture treatment compared to the autoclaved alkali lignin. After fungi treatment, the mass percentage of elemental sulfur decreased in alkali lignin, suggesting that the elemental sulfur in alkali lignin was dissolved during the treatment (<xref ref-type="bibr" rid="B37">Xu et al., 2013</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Element content of alkali lignin.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th>Sample</th>
<th align="center">C (wt%)</th>
<th align="center">O (wt%)</th>
<th align="center">H (wt%)</th>
<th align="center">N (wt%)</th>
<th align="center">S (wt%)</th>
<th align="left">Formula of C<sub>900</sub>
</th>
<th align="center">Degree of unsaturation</th>
</tr>
</thead>
<tbody>
<tr>
<td>Control</td>
<td align="center">58.9</td>
<td align="center">33.2</td>
<td align="center">5.8</td>
<td align="center">0.4</td>
<td align="center">1.5</td>
<td align="center">C<sub>900</sub>H<sub>1063</sub>O<sub>380</sub>N<sub>5</sub>S<sub>9</sub>
</td>
<td align="center">372</td>
</tr>
<tr>
<td>IL</td>
<td align="center">60.3</td>
<td align="center">30.4</td>
<td align="center">6.0</td>
<td align="center">0.3</td>
<td align="center">1.4</td>
<td align="center">C<sub>900</sub>H<sub>1074</sub>O<sub>340</sub>N<sub>4</sub>S<sub>8</sub>
</td>
<td align="center">366</td>
</tr>
<tr>
<td>PC</td>
<td align="center">62.0</td>
<td align="center">29.9</td>
<td align="center">5.9</td>
<td align="center">0.2</td>
<td align="center">1.3</td>
<td align="center">C<sub>900</sub>H<sub>1057</sub>O<sub>326</sub>N<sub>2</sub>S<sub>7</sub>
</td>
<td align="center">374</td>
</tr>
<tr>
<td align="center">Coculture</td>
<td align="center">60.6</td>
<td align="center">30.1</td>
<td align="center">6.1</td>
<td align="center">0.5</td>
<td align="center">1.2</td>
<td align="center">C<sub>900</sub>H<sub>1087</sub>O<sub>335</sub>N<sub>6</sub>S<sub>7</sub>
</td>
<td align="center">359</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="s3-4">
<title>Effects of Alkali Lignin Modification on Enzymatic Hydrolysis and Adsorption</title>
<sec id="s3-4-1">
<title>Nonproductive Adsorption of Enzymes</title>
<p>
<xref ref-type="fig" rid="F6">Figure 6</xref> shows the isothermal adsorption of cellulase by alkali lignin at different free enzyme concentrations. The Langmuir adsorption isotherm equation could accurately describe the adsorption of cellulase on alkali lignin. It could be seen that as the free enzyme concentration increased, the adsorption capacity becomes saturated, and the autoclaved alkali lignin had the largest adsorption capacity. After the fungi treatment of alkali lignin, the adsorption capacity decreased by 36.4% (<italic>I. lacteus</italic> treatment), 43.2% (<italic>P. chrysosporium</italic> treatment), and 52.3% (fungal coculture treatment) compared with the autoclaved alkali lignin.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Cellulase enzyme adsorption on alkali lignin before and after fungi treatment.</p>
</caption>
<graphic xlink:href="fenrg-08-575371-g006.tif"/>
</fig>
<p>
<xref ref-type="table" rid="T4">Table 4</xref> shows the adsorption parameters, which were estimated by fitting the enzymatic adsorption data to the Langmuir model. The maximum adsorption capacities (<italic>E</italic>
<sub>max</sub>) of lignin were 0.44 (Control), 0.28 (<italic>I. lacteus</italic> treatment), 0.25 (<italic>P. chrysosporium</italic> treatment), and 0.21 (fungal coculture treatment) mg/g lignin. The autoclaved alkali lignin had the strongest adsorption capacity, and could adsorb approximately 40&#x2013;50% more protein than the alkali lignin treated with the fungal coculture. The autoclaved alkali lignin had the highest affinity (<italic>K</italic>) for the enzyme (8.7&#xa0;ml/mg protein), while the affinities for the enzyme were 25.3, 32.2, and 20.0% lower than that of the autoclaved alkali lignin for the alkali lignin treated with <italic>I. lacteus</italic>, <italic>P. chrysosporium</italic>, and the fungal coculture, respectively. The strength of the absorption between the alkali lignin and the enzyme was characterized by the coefficient <italic>K</italic>, which was calculated using the maximum adsorption capacity multiplied by the Langmuir adsorption constant (<xref ref-type="bibr" rid="B6">Deng et al., 2019</xref>). This is consistent with the results of previous hydrolysis experiments. It was speculated that the fungi treatment of alkali lignin degraded the macromolecular alkali lignin, which generated more exposed carboxylic groups. This could make the lignin more hydrophilic, which would decrease the hydrophobic interaction between the alkali lignin and enzymes and reduce the nonproductive adsorption of cellulase (<xref ref-type="bibr" rid="B44">Yuan et al., 2018</xref>).</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Langmuir adsorption isotherm parameters.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th>Sample</th>
<th align="center">
<italic>E</italic>
<sub>max</sub> (mg/g)</th>
<th align="center">
<italic>K</italic> (ml/mg)</th>
</tr>
</thead>
<tbody>
<tr>
<td>Control</td>
<td align="center">0.44</td>
<td align="center">8.7</td>
</tr>
<tr>
<td>IL</td>
<td align="center">0.28</td>
<td align="center">6.5</td>
</tr>
<tr>
<td>PC</td>
<td align="center">0.25</td>
<td align="center">5.9</td>
</tr>
<tr>
<td>Coculture</td>
<td align="center">0.21</td>
<td align="center">7.0</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-4-2">
<title>Enzymatic Hydrolysis of Avicel</title>
<p>The decreased nonproductive adsorption of cellulase on alkali lignin would lead to an increase in the yield of reducing sugar during the hydrolysis of Avicel. <xref ref-type="fig" rid="F7">Figure 7</xref> presents the enzymatic hydrolysis of Avicel with or without the addition of alkali lignin. All alkali lignins had an inhibitory effect on the reducing sugar yield. The 72&#xa0;h glucan conversion efficiencies with the addition of differently treated alkali lignin were 50.6% (<italic>I. lacteus</italic> treatment), 50.3% (<italic>P. chrysosporium</italic> treatment), and 54.1% (fungal coculture treatment). The Avicel without the addition of alkali lignin had the maximum reducing sugar yield at 72&#xa0;h of 56.5%.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Effects of fungi-treated lignin on reducing sugar yield in the enzymatic saccharification of Avicel.</p>
</caption>
<graphic xlink:href="fenrg-08-575371-g007.tif"/>
</fig>
<p>Although the addition of alkali lignin had an inhibitory effect on the hydrolysis saccharification process of Avicel, the fungi-treated lignin had less of a negative effect than the autoclaved alkali lignin. After adding alkali lignin that was treated with the fungal coculture, the reducing sugar yield could reach 95.8% of that without alkali lignin, which was the highest yield among all of the fungi treatments. This result was due to the decrease in absorption capacity of the alkali lignin for the hydrolysis enzyme after fungi treatment.</p>
</sec>
</sec>
<sec id="s3-5">
<title>Practical Implications</title>
<p>The results obtained in this study may provide an efficient approach for the biological pretreatment of lignocellulosic biomass for biofuel production. To further improve the feasibility of fungal coculture system for a large-scale application in the future, more research should be devoted to revealing the complex interaction between mixed enzymes generated by fungal coculture system during the biodegradation of lignocellulosic biomass, and developing advanced bioreactors for the efficient fungal treatment process for biomass conversion. Also, technical-economic assessment and life cycle assessment should be carried out to demonstrate the feasibility of such a pretreatment system based on the long-term operation performance.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>The limitations of fossil fuels have led to an increase production of biofuels from renewable lignocellulosic biomass sources. Therefore, improving the efficiency of biological pretreatment of lignocellulosic biomass has become the most important point for the development of biofuels. This study opens a new opportunity to improve the efficiency of biological pretreatment and biomass conversion. The degradation efficiency of alkali lignin treated by the fungal coculture reached 26.4%, which is 3.4 and 5.2% higher than the monocultures of <italic>I. lacteus</italic> and <italic>P. chrysosporium</italic>, respectively. Physicochemical analyses showed that the chemical groups of the alkali lignin were changed significantly after fungal treatment. The alkali lignin generated more carboxylic groups, which increased its hydrophilicity and reduced the absorption of alkali lignin to cellulase. The nonproductive adsorption of cellulase on alkali lignin decreased by 40&#x2013;50% compared with the control group.</p>
</sec>
<sec id="s5">
<title>Data Availability Statement</title>
<p>All datasets presented in this study are included in the article/<xref ref-type="sec" rid="s9">supplementary material</xref>.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>RL: Methodology, investigation, writing&#x2014;original draft preparation. QL and AX: Conceptualization, supervision. YH, ZD, and XiZ: Writing&#x2014;review and editing. XuZ: Project administration.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the National Natural Science Foundation of China (Nos. 51836001 and 51876016), the Venture and Innovation Support Program for Chongqing Overseas Returnees (No. cx2019040), the Fundamental Research Funds for the Central Universities (Nos. 2020CDJQY-A054 and 2018CDPTCG0001/18) and the Young Elite Scientists Sponsorship Program by CAST (2018QNRC001).</p>
</sec>
<sec 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>
</body>
<back>
<sec id="s9" 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/fenrg.2020.575371/full&#x23;supplementary-material">https://www.frontiersin.org/articles/10.3389/fenrg.2020.575371/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image1_v1.pdf" id="FS1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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