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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">807625</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2021.807625</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Effect of Ball Milling Time on the Isolation of Lignin in the Cell Wall of Different Biomass</article-title>
<alt-title alt-title-type="left-running-head">Yang et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Isolation Lignin From Biomass</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Guangrong</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="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1585233/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>An</surname>
<given-names>Xueying</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1492239/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yang</surname>
<given-names>Shilong</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1162875/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>College of Furniture and Industrial Design, Nanjing Forestry University, <addr-line>Nanjing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>School of Landscape Architecture, Jiangsu Vocational College of Agriculture and Forestry, <addr-line>Jurong</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>State Key Laboratory of Pharmaceutical Biotechnology, Department of Sports Medicine and Adult Reconstructive Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, <addr-line>Nanjing</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<label>
<sup>4</sup>
</label>Advanced Analysis and Testing Center, Nanjing Forestry University, <addr-line>Nanjing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1097236/overview">Lei Wang</ext-link>, Ocean University of China, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/120648/overview">Chuan-Ling Si</ext-link>, Tianjin University of Science and Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1509115/overview">Zhiwen Wang</ext-link>, University of Groningen, Netherlands</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Shilong Yang, <email>yshl6072@163.com</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work and share first authorship</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Bioprocess Engineering, a section of the journal Frontiers in Bioengineering and Biotechnology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>807625</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>11</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Yang, An and Yang.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Yang, An and Yang</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Ball milling technology is the classical technology to isolate representative lignin in the cell wall of biomass for further investigation. In this work, different ball milling times were carried out on hardwood (poplar sawdust), softwood (larch sawdust), and gramineous material (bamboo residues) to understand the optimum condition to isolate the representative milled wood lignin (MWL) in these different biomass species. Results showed that prolonging ball milling time from 3 to 7&#xa0;h obviously increased the isolation yields of MWL in bamboo residues (from 39.2% to 53.9%) and poplar sawdust (from 15.5% to 35.6%), while only a slight increase was found for the MWL yield of larch sawdust (from 23.4% to 25.8%). Importantly, the lignin substructure of <italic>&#xdf;</italic>-O-4 in the MWL samples from different biomasses can be a little degraded with the increasing ball milling time, resulting in the prepared MWL with lower molecular weight and higher content of hydroxyl groups. Based on the isolation yield and structure features, milling time with 3 and 7&#xa0;h were sufficient to isolate the representative lignin (with yield over 30%) in the cell wall of bamboo residues and poplar sawdust, respectively, while more than 7&#xa0;h should be carried out to isolate the representative lignin in larch sawdust.</p>
</abstract>
<kwd-group>
<kwd>biomass</kwd>
<kwd>milled wood lignin</kwd>
<kwd>&#x3b2;-O-4</kwd>
<kwd>molecular weight</kwd>
<kwd>functional group</kwd>
</kwd-group>
<contract-num rid="cn001">19KJB220005</contract-num>
<contract-sponsor id="cn001">Natural Science Research of Jiangsu Higher Education Institutions of China<named-content content-type="fundref-id">10.13039/501100010023</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>
<bold>Introduction</bold>
</title>
<p>As the depletion of fossil energy and its derived environment issues, a sustainable alternative program is sought urgently. Lignocellulosic biomass is regarded as a clean and renewable resource and shows potential to replace petrochemicals to produce biochemicals, biopolymers, biofuels, etc. (<xref ref-type="bibr" rid="B11">Himmel et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B37">Pei et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B31">Lin et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B56">Zhao et&#x20;al., 2021a</xref>). Hence, developing lignocellulosic biomass to produce green energy and biomaterials is the main concern of scientists in this century. All of lignocellulosic biomass is composed of the cellulose, hemicellulose, and lignin with different proportions (<xref ref-type="bibr" rid="B12">Hu et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B53">Zhang et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B55">Zhao et&#x20;al., 2021b</xref>). Currently, the application of cellulose and hemicellulose have been much investigated and converted into energy chemicals in industry (<xref ref-type="bibr" rid="B14">Huang et&#x20;al., 2016a</xref>; <xref ref-type="bibr" rid="B5">Chen et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B28">Lai et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B34">Luo et&#x20;al., 2021</xref>). However, lignin, the major phenolic polymers in biomass, remains underutilized in biorefining, which is required to explore the potential applications in theory (<xref ref-type="bibr" rid="B33">Liu et&#x20;al., 2021a</xref>; <xref ref-type="bibr" rid="B32">Liu et&#x20;al., 2021b</xref>; <xref ref-type="bibr" rid="B17">Huang et&#x20;al., 2022</xref>). Actually, many works have shown that lignin possesses the potential to be further converted into different chemicals and materials, such as phenolic resins, dispersants, binders, carbon fibers, and active substance (<xref ref-type="bibr" rid="B38">Ragauskas et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B48">Yang et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B23">Jiang et&#x20;al., 2017a</xref>; <xref ref-type="bibr" rid="B56">Zheng et&#x20;al., 2021a</xref>). In addition, lignin is composed of cross-linked phenylpropanoid units, including <italic>p</italic>-hydroxyphenyl (H), guaiacyl (G), and syringyl (S). In the network of lignin biomacromolecule, both of these units are linked by inter-unit linkages of carbon&#x2013;carbon (&#x3b2;-&#x3b2;, <italic>&#xdf;</italic>-5, <italic>&#xdf;</italic>-1, and 5&#x2013;5&#x2032;) and ether bonds (&#x3b2;-O-4&#x2032;, <italic>a</italic>-O-4&#x2032;, and 5-O-4&#x2032;) (<xref ref-type="bibr" rid="B36">Mart&#xed;n-Sampedro et&#x20;al., 2019</xref>). Therefore, due to the highly variable complex structure of lignin, how to effectively separate lignin from lignocellulosic biomass is the key to efficient utilization of lignin (<xref ref-type="bibr" rid="B49">Yuan et&#x20;al., 2013</xref>).</p>
<p>Now, a variety of extraction methods has been reported to isolate the lignin in biomass. Generally, the extraction methods can be divided according to the used solvent, such as alkaline lignin, lignosulfonate, organic solvent lignin, milled wood lignin (MWL), Klason lignin, and cellulolytic enzyme lignin (<xref ref-type="bibr" rid="B29">Lange et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B15">Huang et&#x20;al., 2017b</xref>; <xref ref-type="bibr" rid="B19">Huang et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B51">Yun et&#x20;al., 2021</xref>). Different types of lignin show different characterizations of lignin. Even though these methods have been proposed, there are still some issues. For example, the structures of lignin can be severely degraded during alkaline extraction process (alkaline lignin and organic solvent lignin) and condensed during acid hydrolysis process (Klason lignin) (<xref ref-type="bibr" rid="B50">Yuan et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B41">Sun et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B24">Jiang et&#x20;al., 2020</xref>). For cellulolytic enzyme lignin, a lot of enzymes should be used to degrade the carbohydrate that linked to lignin, and the obtained lignin sample still possesses a high amount of carbohydrate (<xref ref-type="bibr" rid="B8">Guerra et&#x20;al., 2006</xref>). Currently, MWL is considered as the most comprehensive method of keeping native-like lignin structure from biomass (<xref ref-type="bibr" rid="B52">Zhang et&#x20;al., 2010</xref>). The MWL separation method was proposed by Bjorkman in 1956, which uses the solvent of dioxane/water to extract the sufficient milled lignocellulosic biomass (<xref ref-type="bibr" rid="B2">Bjorkman, 1956</xref>). It has been reported that the structure of MWL has only minor changes occurring during the extraction process of lignin, which is very fit with the lignin structure in the original biomass. However, the extraction method of MWL also has unexpected problems in practical application of yields of lignin, which is dependent on the ball milling time (<xref ref-type="bibr" rid="B44">Wang et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B43">Wang R. et&#x20;al., 2021</xref>). Therefore, this method is only widely used in theoretical research, contributed to provide more accurate theoretical foundations for industrialized applications of lignin. Technologically, ball milling should be carried out to isolate MWL from biomass. However, due to the diversified and complex cell structure of biomass, different ball milling time should be carried out to isolate the representative MWL from different biomass.</p>
<p>Technologically, many advanced technologies have been investigated to characterize the structure of lignin, such as gel permeation chromatography (GPC), Fourier transform infrared spectroscopy (FTIR), nuclear magnetic resonance technology (NMR), etc. (<xref ref-type="bibr" rid="B18">Huang et&#x20;al., 2017a</xref>; <xref ref-type="bibr" rid="B47">Xu et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B52">Zhang et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B36">Mart&#xed;n-Sampedro et&#x20;al., 2019</xref>). NMR is a state-of-the-art analytical technique that can be applied to analyze the structural features of the lignin samples from different biomasses (<xref ref-type="bibr" rid="B30">Liao et&#x20;al., 2020</xref>). The NMR technology is considered to be non-destructive technology for lignin during analysis process, which is able to detect different nuclei of the different linkages in lignin. Meanwhile, NMR is a structure-sensitive analysis technology, which can get the structural information of lignin in solution phase and solid phase (<xref ref-type="bibr" rid="B30">Liao et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B9">Halleraker and Barth., 2020</xref>; <xref ref-type="bibr" rid="B54">Zhao et&#x20;al., 2021a</xref>). Hence, the application of NMR technology to analyze the structure of lignin can provide detailed and comprehensive information about them (<xref ref-type="bibr" rid="B35">Luykx et&#x20;al., 2008</xref>). Specifically, the <sup>1</sup>H NMR spectroscopy can get the hydrogen (proton) signal information of lignin, which can be subdivided into different structural regions (<xref ref-type="bibr" rid="B1">Azhar et&#x20;al., 2007</xref>). The quantitative methods of <sup>13</sup>C NMR spectroscopy can measure the carbon signals at different categories of C structures in lignin (<xref ref-type="bibr" rid="B3">Capanema et&#x20;al., 2004</xref>). Meanwhile, 2D heteronuclear single quantum coherence (HSQC) NMR technology has also been developed to get the quantitative information of lignin structures, including lignin aliphatic and aromatic areas (<xref ref-type="bibr" rid="B22">Ibrahim et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B42">Tang et&#x20;al., 2021</xref>). In addition, <sup>31</sup>P NMR spectroscopy has also been widely used to quantify the functional groups (hydroxyl and the carboxyl groups) of lignin (<xref ref-type="bibr" rid="B21">Hussin et&#x20;al., 2014</xref>). Overall, with the scientific research of this century focused on the comprehensive utilization of lignin, the NMR is considered to be an important lignin structure analysis technology.</p>
<p>Even the influence of ball milling on the efficiency of MWL isolation and structure has been substantially studied. There is no comparative work showing how the structure of MWL samples from different biomass species changes by ball milling at the same milling time. In this work, different ball milling times of 3&#x2013;7&#xa0;h were carried out for different biomass of bamboo residues, poplar sawdust, and larch sawdust. This is aimed to provide an appropriate protocol to obtain the representative MWL for further application. To understand the effect of ball milling time on the structure of prepared MWL samples, the chemical composition, molecular weight, lignin substructure, and content of functional groups were analyzed by high-performance liquid chromatography (HPLC), gel permeation chromatography (GPC), 2D-HSQC nuclear magnetic resonance (NMR), and quantitative <sup>31</sup>P NMR, respectively.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<sec id="s2-1">
<title>Materials</title>
<p>The moso bamboo residues, poplar sawdust, and larch sawdust were collected from the furniture process factory in Fujian, China. Before the analysis of the major components in all sawdust, they were ground into particles with the size of 2&#x2013;5&#xa0;mm and then extracted by benzene/ethanol (2:1, v/v) for 16&#xa0;h to remove the solvent extractives. The major components of the bamboo residues, poplar sawdust, and larch sawdust were 43.5%, 46.6%, and 41.8% of glucan, 19.5%, 19.8%, and 21.7% of xylan, and 35.4%, 28.3%, and 29.4% of lignin, respectively.</p>
</sec>
<sec id="s2-2">
<title>Isolation and purification of lignin from different biomasses</title>
<p>The lignins in the biomass of bamboo residues, poplar sawdust, and larch sawdust were isolated according to the standard method proposed by <xref ref-type="bibr" rid="B2">Bjorkman (1956</xref>). Specifically, 10&#xa0;g of wood sawdust particle was loaded in a 100-ml ZrO<sub>2</sub> bowl with 25 ZrO<sub>2</sub> balls (&#x3a6;A&#xa0;&#x3d;&#xa0;1&#xa0;cm). Then the particle was milled by the planetary ball milling under a rotation speed of 600&#xa0;rpm for a total effective time of 3, 5, and 7&#xa0;h. During milling process, a milling time of 10&#xa0;min and a pause time of 15&#xa0;min were carried out for the planetary ball milling instrument. After milling, all ball-milled meals were collected to extract the lignin using a mixture of 1,4-dioxane and water (96:4, v/v) with a liquid-to-solid ratio of 20:1 for 24&#xa0;h. The extraction process was repeated three times with a fresh mixture of 1,4-dioxane and water. After three times of extraction, all filtrates were mixed and evaporated by vacuum rotary evaporation at 45&#xb0;C to get the crude lignin solid, which was termed as milled wood lignin (MWL). To purify the crude MWL, the solid was dissolved in a mixture of acetic acid and water (90:10, v/v) with a liquid-to-solid ratio of 20:1 (ml:g). Then the dissolved lignin in the mixtures was precipitated by adding distilled water. The precipitated MWL was washed with water several times and freeze dried to get the solid. The dried MWL solid was dissolved in a mixture of dichloroethane and ethanol (2:1, v/v) with a liquid-to-solid ratio of 10:1 and then precipitated by adding ether (10&#xa0;ml/ml of dichloroethane/ethanol). The precipitated MWL was sequentially washed by ether and petroleum and then air dried to obtain the purified&#x20;MWL.</p>
</sec>
<sec id="s2-3">
<title>Component analysis of biomasses and prepared lignins</title>
<p>The major components of three sawdust and the purified MWL preparations were measured according to the standard procedure proposed by the National Renewable Energy Laboratory (NREL) (<xref ref-type="bibr" rid="B40">Sluiter et&#x20;al., 2011</xref>). Specifically, 30&#xa0;mg of extractive-free sawdust particles (20&#x2013;40 mesh) or MWL powder was hydrolyzed by 0.3&#xa0;ml of 72% H<sub>2</sub>SO<sub>4</sub> at 25&#xb0;C for 1&#xa0;h. The hydrolyzed substrate by 72% H<sub>2</sub>SO<sub>4</sub> was diluted to 4% H<sub>2</sub>SO<sub>4</sub> with distilled water and auto-hydrolyzed at 121&#xb0;C for 1&#xa0;h. The sugar contents in the acid&#x2013;hydrolyzate were analyzed by high-performance liquid chromatography (HPLC, Agilent 1,260), which is equipped with HPX-87H column and refractive index (RI) detector. The acid-soluble lignin in the acid&#x2013;hydrolyzate was determined by the ultraviolet spectrophotometer at 205&#xa0;nm. The acid&#x2013;insoluble lignin was determined by weighting the residual solid (oven dried) in the acid&#x2013;hydrolyzate. The lignin content in three sawdust and the purified MWL preparations was referred to the total amount of acid&#x2013;soluble lignin and acid&#x2013;insoluble lignin.</p>
</sec>
<sec id="s2-4">
<title>Molecular weight analysis of prepared lignins</title>
<p>The molecular weight determination for the prepared lignins was carried out by gel permeation chromatography (GPC). In order to improve the dissolving capacity of lignin in the tetrahydrofuran for GPC analysis, all MWL samples were acetylated according to the work of <xref ref-type="bibr" rid="B58">Pan (2008)</xref>. For analysis, 2&#xa0;mg of acetylated lignin was dissolved in 2&#xa0;ml of tetrahydrofuran and ejected into the GPC system, which is equipped with a PL-gel 10&#xa0;mm mixed-B 7.5&#xa0;mm i.d. column and an ultraviolet detector. The analysis was performed at ambient temperature using tetrahydrofuran as the eluent (1&#xa0;ml/min). Monodisperse polystyrene was used as the standard to calibrate the molecular weight of lignin in the GPC system.</p>
</sec>
<sec id="s2-5">
<title>2D-HSQC nuclear magnetic resonance analysis of prepared lignins</title>
<p>To get the information of the substructure of lignins from different biomasses under various milling times, 2D-HSQC NMR analysis was carried out using a Bruker AVANCE 600&#xa0;MHz NMR spectrometer equipped with a 5-mm BBO probe. For analysis, 100&#xa0;mg of oven-dried lignin was dissolved in 400&#xa0;&#x3bc;l of DMSO-d<sub>6</sub> and then transferred into an NMR tube. The acquisition data points for F2 (1H) dimension and F2 (13C) dimension were 1,024 (53&#xa0;ms) and 256 data points (5.14&#xa0;ms), respectively. The total delay time and scan times were 1.5&#xa0;s and 160 for the acquisition process, respectively. The 2D-HSQC NMR spectra were processed using the TopSpin software (4.0.5 version).</p>
</sec>
<sec id="s2-6">
<title>Functional groups analysis of prepared lignins</title>
<p>Quantitative <sup>31</sup>P NMR was carried out to analyze the functional groups using the NMR spectrometer (the same as 2D-HSQC NMR analysis). For analysis, 0.04&#xa0;g of oven dried lignin and 0.5&#xa0;ml of anhydrous pyridine/CDCl<sub>3</sub> mixture (1.6:1, v/v) were introduced into the NMR tube to dissolve the lignin. Then 0.2&#xa0;ml of internal standard solution (endo-N-hydroxy-5-norbornene-2, 3-dicarboximide, 9.23&#xa0;g/L), 0.05&#xa0;ml of relaxation reagent solution (chromium (III) acetylacetonate, 5.6&#xa0;g/L) and 0.1&#xa0;ml of phosphitylating reagent solution (2-chloro-4,4,5,5-tetramethyl-1,2,3-dioxaphospholane) were sequentially added into the NMR tube for analysis. The acquisition parameters for <sup>31</sup>P NMR analysis were according to the standard protocol in NMR spectrometer.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and discussion</title>
<sec id="s3-1">
<title>Effect of different milling times on the isolation yield and chemical composition of lignin from different biomass</title>
<p>As the balling milling is the first step to isolate the MWL sample as the native-like lignin in wood and different pretreated wood, it is important to understand how the milling time affects the isolation yield and structural changes of lignin in different woods. In this work, ball milling with 3, 5, and 7&#xa0;h were performed on the different biomass (bamboo residues, poplar sawdust, and larch sawdust) to isolate the native-like lignin, which is aimed to provide an appropriate protocol to obtain the representative lignin for further application. In <xref ref-type="table" rid="T1">Table&#x20;1</xref>, it can be seen that the isolation yields of each MWL sample from different biomass were linearly increased with the milling time from 3 to 7&#xa0;h. These results were in accordance with the work of <xref ref-type="bibr" rid="B4">Capanema et&#x20;al. (2015</xref>), who reported that the MWL yields of birch and maple could be enhanced from 8% to 28% and from 12% to 30% with an increased milling time from 2.5 to 10&#xa0;h, respectively, while it should be pointed out that there are some differences in the isolation yields of MWL (based on the Klason lignin in biomass) from bamboo residues, poplar sawdust, larch sawdust, which were in the range of 39.2%&#x2013;53.9%, 15.5%&#x2013;35.6%, and 23.4%&#x2013;25.8%, respectively. It is reported that MWL preparation isolated from biomass with a yield over 30% can be regarded as the representative lignin in cell wall (<xref ref-type="bibr" rid="B14">Huang et&#x20;al., 2016a</xref>). Hence, the results showed that milling times with 3 and 7&#xa0;h were sufficient to isolate the representative lignin in the cell wall of bamboo residues and poplar sawdust, respectively, while, more than 7&#xa0;h should be carried out to isolate the representative lignin in larch sawdust. This might be due to the more tough cell structure of larch than that of bamboo and poplar.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>The isolation yield and composition content of prepared milled wood lignin (MWL) samples from different biomass with different milling&#x20;times.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Biomass</th>
<th rowspan="2" align="center">Milling time (h)</th>
<th rowspan="2" align="center">Isolation yield of MWL (%)</th>
<th colspan="5" align="center">Composition content of MWL (%)</th>
</tr>
<tr>
<th align="center">Xylan</th>
<th align="center">Arabinan</th>
<th align="center">Glucan</th>
<th align="center">Mannan</th>
<th align="center">Lignin</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="3" align="left">Bamboo residues</td>
<td align="center">3</td>
<td align="char" char=".">39.2</td>
<td align="center">4.9</td>
<td align="center">1.1</td>
<td align="char" char=".">0.8</td>
<td align="center">/</td>
<td align="char" char=".">91.5</td>
</tr>
<tr>
<td align="center">5</td>
<td align="char" char=".">45.7</td>
<td align="center">4.9</td>
<td align="center">0.8</td>
<td align="char" char=".">0.6</td>
<td align="center">/</td>
<td align="char" char=".">92.8</td>
</tr>
<tr>
<td align="center">7</td>
<td align="char" char=".">53.9</td>
<td align="center">3.6</td>
<td align="center">0.8</td>
<td align="char" char=".">0.6</td>
<td align="center">/</td>
<td align="char" char=".">94.6</td>
</tr>
<tr>
<td rowspan="3" align="left">Poplar sawdust</td>
<td align="center">3</td>
<td align="char" char=".">15.5</td>
<td align="center">5.8</td>
<td align="center">0.9</td>
<td align="char" char=".">0.2</td>
<td align="center">/</td>
<td align="char" char=".">90.5</td>
</tr>
<tr>
<td align="center">5</td>
<td align="char" char=".">24.3</td>
<td align="center">6.5</td>
<td align="center">0.7</td>
<td align="char" char=".">0.5</td>
<td align="center">/</td>
<td align="char" char=".">92.4</td>
</tr>
<tr>
<td align="center">7</td>
<td align="char" char=".">35.6</td>
<td align="center">5.6</td>
<td align="center">0.6</td>
<td align="char" char=".">0.3</td>
<td align="center">/</td>
<td align="char" char=".">92.8</td>
</tr>
<tr>
<td rowspan="3" align="left">Larch sawdust</td>
<td align="center">3</td>
<td align="char" char=".">23.4</td>
<td align="center">/</td>
<td align="center">/</td>
<td align="char" char=".">2.8</td>
<td align="center">6.8</td>
<td align="char" char=".">90.1</td>
</tr>
<tr>
<td align="center">5</td>
<td align="char" char=".">24.8</td>
<td align="center">/</td>
<td align="center">/</td>
<td align="char" char=".">1.1</td>
<td align="center">5.6</td>
<td align="char" char=".">92.1</td>
</tr>
<tr>
<td align="center">7</td>
<td align="char" char=".">25.8</td>
<td align="center">/</td>
<td align="center">/</td>
<td align="char" char=".">1.0</td>
<td align="center">5.4</td>
<td align="char" char=".">92.9</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>For the isolated lignin from the cell wall of biomass, the residual carbohydrate in the MWL preparation can affect its dissolving capacity in the DMSO-d<sub>6</sub> for further analysis by NMR technology. Hence, the composition content of all prepared MWL samples were analyzed and shown in <xref ref-type="table" rid="T1">Table&#x20;1</xref>. From <xref ref-type="table" rid="T1">Table&#x20;1</xref>, it can be seen that both MWL preparations from bamboo residues, poplar sawdust, and larch sawdust contained carbohydrates of 5.0%&#x2013;6.8%, 6.5%&#x2013;7.7%, and 6.4%&#x2013;9.6%, respectively. For the existing carbohydrates in MWL preparations, xylan was the major carbohydrate in MWL preparations from bamboo residues and poplar sawdust, while mannan was the major carbohydrate in MWL preparations from larch sawdust, which was due to their different biomass species. In this work, all the MWL preparations were obtained from the crude lignin, and after tedious purification procedures, there are still some carbohydrates in the MWL preparations. This can be explained by the hemicellulose, which is covalently linked to lignin by phenyl glycoside linkages (PhGlc), benzyl ethers (BE), and -esters (Est), which is termed as lignin&#x2013;carbohydrate complexes (LCC) (<xref ref-type="bibr" rid="B57">Zheng et&#x20;al., 2021b</xref>; <xref ref-type="bibr" rid="B7">Gu et&#x20;al., 2021</xref>). Technically, the existing LCC in the cell wall of biomass can be degraded during the milling process, while it is hard to remove during the purification process by various solvents, which can be the reason why the prepared MWL samples from different biomass cannot reach to a purity of 100% (<xref ref-type="bibr" rid="B10">Henriksson, 2017</xref>). Overall, the obtained MWL preparations from bamboo residues, poplar sawdust, and larch sawdust contained over 90% of lignin.</p>
</sec>
<sec id="s3-2">
<title>Molecular weight analysis of prepared milled wood lignin samples</title>
<p>To verify how the milling time affects the prepared MWL samples in bamboo residues, poplar sawdust, and larch sawdust by different milling times, the weight average molecular weight (M<sub>w</sub>) and number average molecular weight (M<sub>n</sub>) were analyzed and are shown in <xref ref-type="table" rid="T2">Table&#x20;2</xref>. It can be seen that the M<sub>w</sub> values of the prepared MWL sample bamboo residues, poplar sawdust, and larch sawdust decreased from 8,577 to 5,324, 6,509 to, and 16,296 to 13,345&#xa0;g/mol, respectively, when the milling increased from 3 to 7&#xa0;h. These results indicated that the increased milling time can decrease the molecular weight of prepared MWL from biomass. In the work of <xref ref-type="bibr" rid="B8">Guerra et&#x20;al. (2006)</xref> and <xref ref-type="bibr" rid="B43">Wang R. et&#x20;al. (2021)</xref>, it was also reported that the intensive milling time can show the performance by decreasing the molecular weight of lignin in the cell wall of different biomass. In addition, <xref ref-type="table" rid="T2">Table&#x20;2</xref> shows that both of the prepared MWL samples from different milling times possessed PDI values lower than 3, indicating that the isolated MWL samples possessed a relative homogeneousness (<xref ref-type="bibr" rid="B26">Kim et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B16">Huang et&#x20;al., 2016b</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>The molecular weight of prepared MWL samples from biomass at different milling&#x20;times.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Biomass</th>
<th rowspan="2" align="center">Milling time (h)</th>
<th colspan="2" align="center">Molecular weight (g/mol)</th>
<th rowspan="2" align="center">Polydispersity index (PDI)</th>
</tr>
<tr>
<th align="center">Weight average (M<sub>w</sub>)</th>
<th align="center">Number average (M<sub>n</sub>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="3" align="left">Bamboo residues</td>
<td align="center">3</td>
<td align="center">8,577</td>
<td align="center">4,754</td>
<td align="char" char=".">1.80</td>
</tr>
<tr>
<td align="center">5</td>
<td align="center">5,411</td>
<td align="center">3,456</td>
<td align="char" char=".">1.57</td>
</tr>
<tr>
<td align="center">7</td>
<td align="center">5,324</td>
<td align="center">2,816</td>
<td align="char" char=".">1.89</td>
</tr>
<tr>
<td rowspan="3" align="left">Poplar sawdust</td>
<td align="center">3</td>
<td align="center">6,509</td>
<td align="center">3,430</td>
<td align="char" char=".">1.90</td>
</tr>
<tr>
<td align="center">5</td>
<td align="center">6,337</td>
<td align="center">3,214</td>
<td align="char" char=".">1.97</td>
</tr>
<tr>
<td align="center">7</td>
<td align="center">4,330</td>
<td align="center">2,436</td>
<td align="char" char=".">1.78</td>
</tr>
<tr>
<td rowspan="3" align="left">Larch sawdust</td>
<td align="center">3</td>
<td align="center">16,296</td>
<td align="center">7,230</td>
<td align="char" char=".">2.25</td>
</tr>
<tr>
<td align="center">5</td>
<td align="center">14,105</td>
<td align="center">4,888</td>
<td align="char" char=".">2.89</td>
</tr>
<tr>
<td align="center">7</td>
<td align="center">13,345</td>
<td align="center">4,848</td>
<td align="char" char=".">2.75</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-3">
<title>Effect of different milling times on the structure of prepared milled wood lignin samples</title>
<p>To indepthly elucidate the structure features of MWL samples in bamboo residues, poplar sawdust, and larch sawdust by different milling times, 2D-HSQC NMR analysis was carried out by dissolving lignin in DMSO-d<sub>6</sub>. The obtained NMR spectra of all MWL samples and the main structure diagram of lignin substructures in the spectra are shown in <xref ref-type="fig" rid="F1">Figures 1</xref> and <xref ref-type="fig" rid="F2">2</xref>, respectively.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The 2D-HSQC nuclear magnetic resonance (NMR) spectra of all prepared milled wood lignin (MWL) samples from different biomass by different milling times [<bold>(A&#x2013;C)</bold> are the MWL from bamboo residues with 3-, 5-, and 7-h milling time, respectively; <bold>(A&#x2032;&#x2013;C&#x2032;)</bold> are the MWL from poplar sawdust with 3-, 5-, and 7-h milling time, respectively; <bold>(A"&#x2013;C")</bold> are the MWL from larch sawdust with 3-, 5-, and 7-h milling time, respectively].</p>
</caption>
<graphic xlink:href="fbioe-09-807625-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The structure diagram of lignin substructures in the spectra [<bold>(A)</bold>: <italic>&#xdf;</italic>-O-4; <bold>(B)</bold>: <italic>&#xdf;</italic>-&#x3b2;; <bold>(C)</bold>: <italic>&#xdf;</italic>-1; H, p-hydroxyphenyl units; S, syringyl units; G, guaiacyl units; FA, ferulate; PCA, p-coumarate).</p>
</caption>
<graphic xlink:href="fbioe-09-807625-g002.tif"/>
</fig>
<p>In the side-chain (<italic>&#x3b4;</italic>
<sub>C</sub>/<italic>&#x3b4;</italic>
<sub>H</sub> 90&#x2013;50/6.0&#x2013;2.5) spectra, the substructures of <italic>&#xdf;</italic>-O-4 (A), <italic>&#xdf;</italic>-&#x3b2; (B), and <italic>&#xdf;</italic>-5 (C) in all MWL samples can be clearly observed by identifying their corresponding C&#x2013;H correlation signals (<xref ref-type="bibr" rid="B25">Jiang et&#x20;al., 2017b</xref>; <xref ref-type="bibr" rid="B13">Huang et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B43">Wang R. et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B45">Wang Z. et&#x20;al., 2021</xref>). In addition, the lignin units of syringyl units (S), guaiacyl units (G), or p-hydroxyphenyl units (H) can also be observed in the aromatic region (<italic>&#x3b4;</italic>
<sub>C</sub>/<italic>&#x3b4;</italic>
<sub>H</sub> 135&#x2013;100/8.5&#x2013;5.5) spectra of MWL samples with some differences (<xref ref-type="bibr" rid="B6">Dong et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B43">Wang R. et&#x20;al., 2021</xref>). Specifically, the S, G, and H units can be found in the MWL spectra of bamboo residues, while only S/G units and G/H units existed in the MWL spectra of poplar sawdust and larch sawdust, respectively. Overall, the results indicated that increasing the ball milling time with different times did not show the performance in changing the phenylpropane structure of lignin units in all MWL samples, which is in accordance with the work of <xref ref-type="bibr" rid="B20">Huang et&#x20;al. (2011)</xref>.</p>
<p>It should be pointed out that only the overview of the presented lignin substructures in MWL samples can be obtained in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>, which cannot provide the quantitative changes in each substructure. Hence, the amount of lignin substructures in MWL samples from different biomass were semiquantitatively calculated according to their signal clusters in 2D-HSQC spectra. The results were expressed based on 100 aromatic rings (100Ar) and are shown in <xref ref-type="table" rid="T3">Table&#x20;3</xref>. <xref ref-type="table" rid="T3">Table&#x20;3</xref> shows that a decreased trend was observed for the amount of <italic>&#xdf;</italic>-O-4 in MWL samples of different biomass treated by increased ball milling time. Specifically, the amount <italic>&#xdf;</italic>-O-4 in MWL of bamboo residues, poplar sawdust, and larch sawdust were decreased from 68.2/100Ar to 60.1/100Ar, from 58.7/100Ar to 55.5/100Ar, and from 66.0/100Ar to 59.4/100Ar, respectively, when the ball milling time was prolonged from 3 to 7&#xa0;h. In the work of <xref ref-type="bibr" rid="B43">Wang R. et&#x20;al. (2021)</xref>, they also found that the increased ball milling time indeed showed a performance in degrading the <italic>&#xdf;</italic>-O-4 in the isolated lignin from different biomass, resulting in a decreased amount, while the amount of <italic>&#xdf;</italic>-&#x3b2; in MWL samples were increased when prolonging the ball milling time, indicating it is more recalcitrant than <italic>&#xdf;</italic>-O-4 to be degraded during ball milling process. From <xref ref-type="table" rid="T3">Table&#x20;3</xref>, it can be obviously found that the <italic>&#xdf;</italic>-O-4 was the major linkage in all MWL samples, which is in agreement with the report of <xref ref-type="bibr" rid="B27">Kishimoto et&#x20;al. (2006</xref>) that the frequency of <italic>&#xdf;</italic>-O-4 linkage accounts for 40%&#x2013;65% in the lignin biomacromolecule.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>The amount of lignin substructures and S/G ratio of prepared MWL samples from biomass at different milling&#x20;times.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Biomass</th>
<th rowspan="2" align="center">Milling time (h)</th>
<th colspan="3" align="center">Amount of lignin substructures (100Ar)</th>
<th rowspan="2" align="center">S/G ratio<sup>a</sup>
</th>
</tr>
<tr>
<th align="center">&#x3b2;-O-4 (A)</th>
<th align="center">&#x3b2;-&#x3b2; (B)</th>
<th align="center">&#x3b2;-5 (C)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="3" align="left">Bamboo residues</td>
<td align="center">3</td>
<td align="char" char=".">68.2</td>
<td align="char" char=".">12.7</td>
<td align="char" char=".">4.1</td>
<td align="center">1.0</td>
</tr>
<tr>
<td align="center">5</td>
<td align="char" char=".">61.3</td>
<td align="char" char=".">15.6</td>
<td align="char" char=".">4.8</td>
<td align="center">1.1</td>
</tr>
<tr>
<td align="center">7</td>
<td align="char" char=".">60.1</td>
<td align="char" char=".">16.2</td>
<td align="char" char=".">4.1</td>
<td align="center">1.1</td>
</tr>
<tr>
<td rowspan="3" align="left">Poplar sawdust</td>
<td align="center">3</td>
<td align="char" char=".">58.7</td>
<td align="char" char=".">10.7</td>
<td align="char" char=".">5.9</td>
<td align="center">0.8</td>
</tr>
<tr>
<td align="center">5</td>
<td align="char" char=".">56.4</td>
<td align="char" char=".">14.7</td>
<td align="char" char=".">8.3</td>
<td align="center">0.8</td>
</tr>
<tr>
<td align="center">7</td>
<td align="char" char=".">55.5</td>
<td align="char" char=".">25.1</td>
<td align="char" char=".">5.4</td>
<td align="center">0.7</td>
</tr>
<tr>
<td rowspan="3" align="left">Larch sawdust</td>
<td align="center">3</td>
<td align="char" char=".">66.0</td>
<td align="char" char=".">15.2</td>
<td align="char" char=".">7.5</td>
<td align="center">/</td>
</tr>
<tr>
<td align="center">5</td>
<td align="char" char=".">60.9</td>
<td align="char" char=".">16.6</td>
<td align="char" char=".">6.6</td>
<td align="center">/</td>
</tr>
<tr>
<td align="center">7</td>
<td align="char" char=".">59.4</td>
<td align="char" char=".">16.2</td>
<td align="char" char=".">4.2</td>
<td align="center">/</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Note. a: S/G&#xa0;&#x3d;&#xa0;(I<sub>S2,6</sub>/2)/I<sub>G2</sub>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Generally, the value of S/G ratio is the key index to evaluate which kind of lignin can be easily isolated during ball milling process (<xref ref-type="bibr" rid="B46">Wen et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B23">Jiang et&#x20;al., 2017a</xref>). <xref ref-type="table" rid="T3">Table&#x20;3</xref> shows that there was no significant difference in the S/G ratio for the MWL samples from different milling time for the bamboo residues (&#x223c;1.0) and poplar sawdust (&#x223c;0.8), while MWL samples from bamboo residues possessed a higher S/G ratio than that of poplar sawdust, indicating that the S-type lignin in poplar sawdust is more recalcitrant to be isolated. In the work of <xref ref-type="bibr" rid="B4">Capanema et&#x20;al. (2015</xref>), they found that the obtained lignin from hardwood with a greater content of S-type unit shows a tendency to endow lignin with a higher amount of <italic>&#xdf;</italic>-O-4 linkage. Hence, it can be speculated that the higher value of S/G ratio in MWL samples from bamboo residues might be the reason why they had the highest amount of <italic>&#xdf;</italic>-O-4 than that of MWL samples from poplar sawdust. Based on the aforementioned results, it can be seen that increasing ball milling time indeed degraded the <italic>&#xdf;</italic>-O-4 in the obtained MWL sample, while it showed little effect on the ratio of lignin unit type in the MWL biomacromolecule.</p>
</sec>
<sec id="s3-4">
<title>Effect of different milling time on the functional group of prepared milled wood lignin samples</title>
<p>Generally, the degradation of substructures (&#x3b2;-O-4, <italic>&#xdf;</italic>-&#x3b2;, <italic>&#xdf;</italic>-1, et&#x20;al.) of lignin inevitably affected the content of the functional group of the prepared lignin (<xref ref-type="bibr" rid="B39">Shao et&#x20;al., 2020</xref>). Hence, quantitative <sup>31</sup>P NMR technology was performed to analyze the changes in the functional group (aliphatic hydroxyl and phenolic hydroxyl) of the prepared MWL samples in bamboo residues, poplar sawdust, and larch sawdust by different milling times. From <xref ref-type="table" rid="T4">Table&#x20;4</xref>, it can be seen that prolonging the milling time resulted in the prepared MWL samples with the increased contents of aliphatic hydroxyl and phenolic hydroxyl groups. The reason for these results can be explained by the increased degradation degree of <italic>&#xdf;</italic>-O-4, which can result in the lignin with enhanced amount of hydroxyl groups. In addition, it is found that increasing the ball milling time from 5 to 7&#xa0;h did not seriously affect the contents of aliphatic hydroxyl and total phenolic hydroxyl groups in all MWL samples. These results were similar to the work of <xref ref-type="bibr" rid="B43">Wang R. et&#x20;al. (2021)</xref> wherein increasing ball milling time showed a small effect on the structure of lignin during isolation process. It should be pointed out that there was no significant difference in the contents of functional groups in MWL samples from different biomasses treating by the same ball milling&#x20;time.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>The contents of functional groups in MWL samples from different biomass (mmol/g).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center"/>
<th rowspan="2" align="center">Milling time (h)</th>
<th rowspan="2" align="center">Aliphatic hydroxyl</th>
<th colspan="2" align="center">Phenolic hydroxyl</th>
<th rowspan="2" align="center">Total phenolic hydroxyl</th>
<th rowspan="2" align="center">COOH</th>
</tr>
<tr>
<th align="center">Condensed phenolic OH</th>
<th align="center">Noncondensed phenolic OH</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="3" align="left">Bamboo residues</td>
<td align="center">3</td>
<td align="char" char=".">1.8</td>
<td align="char" char=".">1.6</td>
<td align="char" char=".">1.5</td>
<td align="char" char=".">3.1</td>
<td align="char" char=".">0.3</td>
</tr>
<tr>
<td align="center">5</td>
<td align="char" char=".">2.1</td>
<td align="char" char=".">1.6</td>
<td align="char" char=".">2.4</td>
<td align="char" char=".">4.0</td>
<td align="char" char=".">0.3</td>
</tr>
<tr>
<td align="center">7</td>
<td align="char" char=".">2.2</td>
<td align="char" char=".">1.8</td>
<td align="char" char=".">2.4</td>
<td align="char" char=".">4.2</td>
<td align="char" char=".">0.5</td>
</tr>
<tr>
<td rowspan="3" align="left">Poplar sawdust</td>
<td align="center">3</td>
<td align="char" char=".">1.8</td>
<td align="char" char=".">1.6</td>
<td align="char" char=".">2.1</td>
<td align="char" char=".">3.7</td>
<td align="char" char=".">0.5</td>
</tr>
<tr>
<td align="center">5</td>
<td align="char" char=".">2.6</td>
<td align="char" char=".">1.5</td>
<td align="char" char=".">2.6</td>
<td align="char" char=".">4.1</td>
<td align="char" char=".">0.6</td>
</tr>
<tr>
<td align="center">7</td>
<td align="char" char=".">2.9</td>
<td align="char" char=".">1.6</td>
<td align="char" char=".">2.6</td>
<td align="char" char=".">4.2</td>
<td align="char" char=".">0.5</td>
</tr>
<tr>
<td rowspan="3" align="left">Larch sawdust</td>
<td align="center">3</td>
<td align="char" char=".">1.9</td>
<td align="char" char=".">1.8</td>
<td align="char" char=".">1.8</td>
<td align="char" char=".">3.6</td>
<td align="char" char=".">0.4</td>
</tr>
<tr>
<td align="center">5</td>
<td align="char" char=".">1.9</td>
<td align="char" char=".">1.9</td>
<td align="char" char=".">2.1</td>
<td align="char" char=".">4.0</td>
<td align="char" char=".">0.4</td>
</tr>
<tr>
<td align="center">7</td>
<td align="char" char=".">2.2</td>
<td align="char" char=".">1.9</td>
<td align="char" char=".">2.2</td>
<td align="char" char=".">4.1</td>
<td align="char" char=".">0.5</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>In this work, ball milling with different times (3, 5, and 7&#xa0;h) using ZrO<sub>2</sub> bowl with ZrO<sub>2</sub> balls (&#x3a6;A&#xa0;&#x3d;&#xa0;1&#xa0;cm) at 600&#xa0;rpm was carried out to isolate the MWL samples in poplar sawdust, larch sawdust, and bamboo residues. It is found that milling time with 3 and 7&#xa0;h was sufficient to isolate the representative lignin with yields over 30% for bamboo residues and poplar sawdust, respectively, while more than 7&#xa0;h should be carried out to isolate the representative lignin in larch sawdust. During the ball milling process with prolonged time, the prepared MWL possessed a smaller substructure of <italic>&#xdf;</italic>-O-4, lower molecular weight, and higher content of hydroxyl groups, which was due to the occurred degradation. To prepare the representative MWL in different biomass, not only the ball milling time should be considered; it also should be focused on the degradation degree of the substructure of lignin.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>GY isolated the lignin and wrote the manuscript. XA performed the structural analysis of MWL samples by NMR technology. SY proposed the idea and revised the manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the Natural Science Research of Jiangsu Higher Education Institutions of China (19KJB220005), the Innovation Fund for Young Scholars of Nanjing Forestry University (CX2017004).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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