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<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<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">1051117</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2022.1051117</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>A facile and efficient synthesis approach of salidroside esters by whole-cell biocatalysts in organic solvents</article-title>
<alt-title alt-title-type="left-running-head">Yang et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fbioe.2022.1051117">10.3389/fbioe.2022.1051117</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Rongling</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1250543/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Yu</given-names>
</name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhao</surname>
<given-names>Xiangjie</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1979900/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tong</surname>
<given-names>Zheng</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2020633/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhu</surname>
<given-names>Qianlin</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>He</surname>
<given-names>Xiaoxi</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Zhaoyu</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Luo</surname>
<given-names>Hongzhen</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1096226/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fang</surname>
<given-names>Fang</given-names>
</name>
</contrib>
</contrib-group>
<aff>
<institution>School of Life Science and Food Engineering</institution>, <institution>Huaiyin Institute of Technology</institution>, <addr-line>Huaian</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/859235/overview">Qi Xianghui</ext-link>, Jiangsu University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/502105/overview">Xuetuan Wei</ext-link>, Huazhong Agricultural University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/958640/overview">Pei Xu</ext-link>, Sun Yat-sen University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Xiangjie Zhao, <email>zhaoxiangjie@hyit.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Industrial Biotechnology, a section of the journal Frontiers in Bioengineering and Biotechnology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>11</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1051117</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>09</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>11</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Yang, Wang, Zhao, Tong, Zhu, He, Wang, Luo and Fang.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Yang, Wang, Zhao, Tong, Zhu, He, Wang, Luo and Fang</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>Salidroside, the main bioactive compound isolated from the plant source of <italic>Rhodiola rosea</italic> L, possesses broad-spectrum pharmacological activities, but suffers from the low cell membranes permeability and alimentary absorption due to its high polarity. Therefore, a whole-cell catalytic strategy for the synthesis of salidroside esters was explored to improve its lipophilicity. The results showed that <italic>Aspergillus oryzae</italic> demonstrated the highest biocatalytic activity among the microbial strains tested. For the synthesis of salidroside caprylate, the optimum conditions of reaction medium, <italic>Aspergillus oryzae</italic> amount, molar ratio of vinyl caprylate to salidroside and reaction temperature were acetone, 30&#xa0;mg/ml, 10&#xb0;C and 40&#xb0;C, respectively. Under these conditions, the initial reaction rate was 15.36&#xa0;mM/h, and substrate conversion and regioselectivity all reached 99%. Moreover, the results indicated that although various 6&#x2032;-monoesters derivatives of salidroside were exclusively obtained with excellent conversions (96%&#x2013;99%), the reaction rate varied greatly with different chain-length acyl donors. This study details an efficient and cost-effective biocatalytic approach for the synthesis of salidroside esters by using <italic>Aspergillus oryzae</italic> as a catalyst for the first time. Considering the whole cell catalytic efficiency and operational stability, this strategy may provide a new opportunity to develop green industrial processes production for ester derivatives of salidroside and its analogues.</p>
</abstract>
<kwd-group>
<kwd>salidroside esters</kwd>
<kwd>whole-cells</kwd>
<kwd>biocatalysis</kwd>
<kwd>acyl donor specificity</kwd>
<kwd>organic solvents</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Salidroside (4-hydroxyphenethyl-&#x3b2;-D-glucopyranoside) is the main bioactive ingredient isolated from <italic>Rhodiola rosea</italic> L that has been used as a traditional Chinese medicine for a long time (Zhang et al., 2018). Recent studies confirmed that salidroside possesses broad-spectrum pharmacological activities including anti-hypoxic, anti-fatigue, anti-inflammation, anti-cancer, anti-convulsion, as well as protecting the cardiovascular system, exerting neuroprotective effects, improving glucose and lipid metabolism (<xref ref-type="bibr" rid="B5">Hu et al., 2010</xref>; <xref ref-type="bibr" rid="B20">Xing et al., 2018</xref>; <xref ref-type="bibr" rid="B17">Wu et al., 2020</xref>; <xref ref-type="bibr" rid="B22">Yang L. M. et al., 2020</xref>; <xref ref-type="bibr" rid="B11">Qi et al., 2021</xref>; <xref ref-type="bibr" rid="B12">Qian et al., 2021</xref>; <xref ref-type="bibr" rid="B13">Song et al., 2021</xref>; <xref ref-type="bibr" rid="B18">Wu et al., 2021</xref>). However, the multiple hydroxyl groups of salidroside make it highly polar, which results in the low cell membranes permeability and alimentary absorption (<xref ref-type="bibr" rid="B9">Liang et al., 2021</xref>). Various attempts have been made to improve the bioavailability of phenolic glycosides by modifying their structure to balance their lipophilicity and hydrophilicity. Many studies have found that acylation modification of natural glycosides not only improve their bioavailability but also could increase their pharmacological properties, making them suitable candidates for prodrug development (<xref ref-type="bibr" rid="B3">Chyba et al., 2016</xref>; <xref ref-type="bibr" rid="B1">Chen et al., 2019</xref>; <xref ref-type="bibr" rid="B25">Yang R. L. et al., 2019</xref>; <xref ref-type="bibr" rid="B10">Liu et al., 2020</xref>; <xref ref-type="bibr" rid="B4">Hao et al., 2021</xref>; <xref ref-type="bibr" rid="B27">Yang et al., 2021</xref>; <xref ref-type="bibr" rid="B29">Zhang P. L. et al., 2021</xref>). For example, tri-acetylated phloridzin displayed significantly higher anti-proliferative activity against human HepG2 cancer cells than phloridzin, while exhibited moderate to minimal adverse-effects on LO-2 normal hepatic cells (<xref ref-type="bibr" rid="B1">Chen et al., 2019</xref>). The intracellular antioxidant activities of acylated cyanidin-3-glucoside were significantly enhanced relative to cyanidin-3-glucoside due to their increased lipophilicity (<xref ref-type="bibr" rid="B30">Zhang X. M. et al., 2021</xref>).</p>
<p>Salidroside is a kind of polyhydroxy natural glycosides carrying several hydroxyl groups with similar chemical activity. The biocatalytic acylation of polyhydroxy compounds based on the whole cells and isolated enzymes has become a promising approach due to the mild reaction conditions, high regioselectivity and environmental friendliness (<xref ref-type="bibr" rid="B28">Yu et al., 2008</xref>; <xref ref-type="bibr" rid="B2">Chen et al., 2013</xref>; <xref ref-type="bibr" rid="B7">Li G. Y. et al., 2018</xref>; <xref ref-type="bibr" rid="B14">Sugai et al., 2018</xref>; <xref ref-type="bibr" rid="B6">Jeandet et al., 2020</xref>; <xref ref-type="bibr" rid="B4">Hao et al., 2021</xref>). Salidroside was successfully acylated with aliphatic acids by Novozyme 435, an expensive commercial immobilized lipase (<xref ref-type="bibr" rid="B28">Yu et al., 2008</xref>). Compared to purified or immobilized enzymes, employing whole cells biocatalysts can significantly reduce costs by circumventing cell lysis and enzyme purification (<xref ref-type="bibr" rid="B15">Wachtmeister and Rother, 2016</xref>). In addition, residual cell wall compounds also have a protective effect on stationary or dead cells, thus enabling them to catalyze reactions in unconventional (non-aqueous) reaction media (<xref ref-type="bibr" rid="B21">Xu et al., 2016</xref>; <xref ref-type="bibr" rid="B19">Xin et al., 2017</xref>). Hence, the whole cell biocatalysts offered a huge potential in the field of non-aqueous reaction media. Recently, the whole cell biocatalysts displayed similar or better catalytic activity than commercial lipases in the synthesis of glycoside ester derivatives (<xref ref-type="bibr" rid="B24">Yang R. L. et al., 2020</xref>; <xref ref-type="bibr" rid="B4">Hao et al., 2021</xref>). It is especially critical to identify suitable microbial strains as whole-cell catalysts to catalyze specific natural products, because different microbial cells have different substrate specificities. According to our knowledge, there is no report on the synthesis of salidroside fatty acid ester derivatives catalyzed by the whole cell biocatalysts. Considering the application potential of salidroside esters in pharmaceuticals, the efficient synthesis catalyzed by microbial whole-cells in non-aqueous solvents was firstly investigated. And eight salidroside ester derivatives with different lengths of aliphatic chains were synthesized and structurally identified.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Materials</title>
<p>Salidroside was obtained from Aladdin (Shanghai, China). The fatty acid vinyl esters as acyl donors were provided by Tokyo Chemical Industry, TCI (Shanghai) Development Co., Ltd. All microbial strains (<italic>Pseudomonas fluorescens</italic>, <italic>Pseudomonas stutzeri</italic>, <italic>Pseudomonas aeruginosa</italic>, <italic>Aspergillus niger</italic>, <italic>Aspergillus oryzae</italic> and <italic>Rhizopus oryzae</italic>) were obtained from Guangdong Institute of Microbiology (Guangzhou, China). Other chemicals were of analytical grade.</p>
</sec>
<sec id="s2-2">
<title>2.2 Preparation of whole-cell biocatalysts</title>
<p>Bacterial and fungal strains were cultivated as described previously (<xref ref-type="bibr" rid="B22">Yang L. M. et al., 2020</xref>). The bacterial strains were activated in the medium contained 1% sucrose, 1% beef extract, 1% peptone, 0.5% NaCl, 0.5% K<sub>2</sub>HPO<sub>4</sub> and 0.02% MgSO<sub>4</sub> 7H<sub>2</sub>O. The fungal strains were activated on potato dextrose agar (PDA) medium. Then, the activated bacterial suspension and fungal spore suspension were inoculated into the same fermentation broth respectively, which contained 0.1% soybean oil, 0.2% tryptone, 0.5% (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub> and 0.02% MgSO<sub>4</sub> 7H<sub>2</sub>O. After cultivation, the cells were collected by filtration or freeze-centrifugation and freeze-dried for 24&#xa0;h.</p>
</sec>
<sec id="s2-3">
<title>2.3 Synthesis of salidroside esters</title>
<p>In a typical experiment, salidroside (20&#xa0;mM), vinyl caprylate and whole-cell catalyst preparation were added in organic solvents and incubated at 200&#xa0;rpm. The samples were collected at predetermined time intervals and detected by high-performance liquid chromatography (HPLC). The control experiments without whole-cell catalysts displayed no acylation action. The conversion (C) was measured as the ratio of transformed to initial salidroside. The initial reaction rate (V<sub>0</sub>) refers to the substrate consumption per unit time in the initial stage, in which the substrate concentration decreased linearly with the reaction time. The experiments were carried out in triplicates.</p>
</sec>
<sec id="s2-4">
<title>2.4 Operational stability of whole-cell biocatalysts</title>
<p>The operational stability of <italic>Aspergillus oryzae</italic> cells during the batch reaction was investigated. The reaction was carried out in anhydrous acetone containing 20&#xa0;mM salidroside, 200&#xa0;mM vinyl caprylate, 20&#xa0;mg/ml whole-cell biocatalysts for 12&#xa0;h at 40&#xb0;C and 200&#xa0;rpm. After each batch synthetic reaction, whole-cell biocatalysts were separated by filtration, washed with reaction medium and utilized in the next fresh reaction.</p>
</sec>
<sec id="s2-5">
<title>2.5 HPLC analysis</title>
<p>All samples were analyzed by RP-HPLC on an Agilent Zorbax Eclipse Plus C18 column (4.6 mm &#xd7; 250&#xa0;mm, 5&#xa0;&#x3bc;m) using Shimadzu LC-200C pump with the DAD detector at 275&#xa0;nm. The flow rate was 1.0&#xa0;ml/min. The mobile phase contained a mixture of methanol and water at a 1.0&#xa0;ml/min flow rate. The volumetric ratio of methanol to water and the retention times for its ester derivatives were 60/40 and 3.018&#xa0;min (salidroside-6&#x27;-acetate), 60/40 and 4.278&#xa0;min (salidroside-6&#x27;-butyrate), 80/20 and 3.265&#xa0;min (salidroside-6&#x27;-hexanoate), 80/20 and 4.355&#xa0;min (salidroside-6&#x27;-caprylate), 80/20 and 6.782&#xa0;min (salidroside-6&#x27;-decanoate), 80/20 and 6.621&#xa0;min (salidroside-6&#x27;-undecenoate), 90/10 and 4.760&#xa0;min (salidroside-6&#x27;-laurate), 90/10 and 6.623&#xa0;min (salidroside-6&#x27;-myristate), 90/10 and 9.981&#xa0;min (salidroside-6&#x27;-palmitate), respectively.</p>
</sec>
<sec id="s2-6">
<title>2.6 Structure characterization of the products</title>
<p>All the synthetic products were purified through flash column chromatography using a mixture of ethyl acetate and petroleum ether as the mobile phase. The structural identification of the ester derivatives was determined by <sup>13</sup>C NMR and <sup>1</sup>H NMR (Bruker DRX-400 NMR Spectrometer) at 100&#xa0;MHz and 400&#xa0;MHz, respectively, with DMSO-d<sub>6</sub> being the solvent. All the NMR spectroscopic results are shown in the supplementary information.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and discussion</title>
<sec id="s3-1">
<title>3.1 Strains screening for salidroside ester synthesis</title>
<p>Several lipase-producing strains including bacteria and fungi were screened as the biocatalysts for the synthesis of salidroside caprylate (<xref ref-type="table" rid="T1">Table 1</xref>). Results revealed that all the tested strains showed different catalytic activities. <italic>Aspergillus oryzae</italic> and <italic>Pseudomonas aeruginosa</italic> demonstrate significant outstanding catalytic activity, affording 95.72% and 93.64% conversion after 24&#xa0;h, respectively, and both gave substantially superior result to those obtained with the other strains that were tested. The reaction catalyzed by <italic>Rhizopus oryzae</italic>, <italic>Pseudomonas fluorescens</italic> and <italic>Pseudomonas stutzeri</italic> proceeded with 20.83%, 11.53% and 9.47 conversion rate after 24&#xa0;h, respectively. These results indicated that catalytic properties of different microorganisms in the same induction medium were different, which was consistent with previous studies (<xref ref-type="bibr" rid="B19">Xin et al., 2017</xref>; <xref ref-type="bibr" rid="B4">Hao et al., 2021</xref>). Interestingly, in the regioselective synthesis of helicid aliphatic esters, <italic>Pseudomonas aeruginosa</italic> exhibited excellent catalytic performance, while <italic>Aspergillus oryzae</italic> displayed no catalytic activity (<xref ref-type="bibr" rid="B26">Yang W. et al., 2019</xref>). In the synthesis of esculin esters, <italic>Pseudomonas stutzeri</italic> demonstrated the highest catalytic activity (<xref ref-type="bibr" rid="B4">Hao et al., 2021</xref>). These results indicated that the whole cell catalysts from different sources have certain substrate specificity. In addition, whole cell catalysts from <italic>Pseudomonas aeruginosa</italic> displayed comparable catalytic activity to an immobilized lipase Novozyme 435 in synthesis of salidroside esters (<xref ref-type="bibr" rid="B27">Yang et al., 2021</xref>). From the results in <xref ref-type="table" rid="T1">Table 1</xref>, it was clear that salidroside was the appropriate substrate for the whole cell catalysts from <italic>Aspergillus oryzae</italic> and <italic>Pseudomonas aeruginosa</italic>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Regioselective caproylation of salidroside catalyzed by the whole cells.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Strains</th>
<th align="left">V<sub>0</sub> (mM/h)</th>
<th align="left">
<italic>C</italic> (%)</th>
<th align="left">Regioselectivity (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<italic>Rhizopus oryzae</italic>
</td>
<td align="left">1.86 &#xb1; 0.09</td>
<td align="left">20.83 &#xb1; 0.17</td>
<td align="left">&#x3e;99</td>
</tr>
<tr>
<td align="left">
<italic>Aspergillus oryzae</italic>
</td>
<td align="left">9.30 &#xb1; 0.36</td>
<td align="left">95.72 &#xb1; 0.51</td>
<td align="left">&#x3e;99</td>
</tr>
<tr>
<td align="left">
<italic>Pseudomonas aeruginosa</italic>
</td>
<td align="left">8.92 &#xb1; 0.18</td>
<td align="left">93.64 &#xb1; 0.35</td>
<td align="left">&#x3e;99</td>
</tr>
<tr>
<td align="left">
<italic>Pseudomonas fluorescens</italic>
</td>
<td align="left">1.21 &#xb1; 0.10</td>
<td align="left">11.53 &#xb1; 0.13</td>
<td align="left">&#x3e;99</td>
</tr>
<tr>
<td align="left">
<italic>Pseudomonas stutzeri</italic>
</td>
<td align="left">0.82 &#xb1; 0.05</td>
<td align="left">9.47 &#xb1; 0.06</td>
<td align="left">&#x3e;99</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Reaction conditions: 0.04&#xa0;mmol salidroside, 0.4&#xa0;mmol vinyl caprylate, 0.02&#xa0;g catalyst preparation, 2&#xa0;ml anhydrous acetone, 40&#xb0;C, 200&#xa0;rpm.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>High regioselectivity is one of the remarkable characteristics of biocatalysts. It is worth mentioning that all microbial whole-cell catalysts tested displayed absolute regioselectivities toward the 6&#x2032;-hydroxyl of glucose in salidroside, which was comparable to the excellent selectivity of an immobilized lipase Novozyme 435 with salidroside 6&#x2032;- caprylate being the sole ester product (<xref ref-type="bibr" rid="B27">Yang et al., 2021</xref>). Similarly, we recently found that <italic>Aspergillus oryzae</italic> whole cells exhibited excellent regioselectivities toward the primary hydroxyl group at allose moiety of helicid, a structural analogue of salidroside (<xref ref-type="bibr" rid="B24">Yang R. L. et al., 2020</xref>). The reason may be that the primary hydroxyl group has the less steric hindrance effect than the other hydroxyls. Based on the greater reaction efficiency and regioselectivity, <italic>Aspergillus oryzae</italic> strain was shortlisted for the subsequent investigation.</p>
</sec>
<sec id="s3-2">
<title>3.2 Optimization of salidroside ester synthesis</title>
<p>In order to further improve the reaction efficiency, the synthesis of salidroside caprylate was used as a model reaction to investigate the influence of several key variables (reaction medium, molar ratio of substrate, whole-cell dosage) on the reaction. Like enzyme-mediated biotransformation, the nature of reaction medium has a significant effect on the whole-cell biocatalysis, which can impact the biocatalyst activity and stability. The presence of water may cause the hydrolysis of both the ester products and the acyl donors (vinyl esters), so several traditional organic solvents with different polarities from -0.23 to 1.85 were selected as reaction media (<xref ref-type="table" rid="T2">Table 2</xref>). Salidroside as a phenolic glycoside has high solubility in strongly polar solvents such as dimethyl sulfoxide (DMSO) and dimethylformamide (DMF) with 77.0&#xa0;mM and 101.2&#xa0;mM, respectively, while relatively low solubility in less polar organic solvents (25.3&#x2013;42.1&#xa0;mM). As speculated, <italic>Aspergillus oryzae</italic> has no catalytic activity in DMSO and DMF with strong polarity, which may inactivate lipases by destroying the membrane of whole-cell catalysts (<xref ref-type="bibr" rid="B25">Yang R. L. et al., 2019</xref>; <xref ref-type="bibr" rid="B22">Yang L. M. et al., 2020</xref>; <xref ref-type="bibr" rid="B4">Hao et al., 2021</xref>). Among the solvents tested (<xref ref-type="fig" rid="F2">Figure 2</xref>), good conversions were obtained in 2-methyltetrahydrofuran (86.97%), tert-butanol (78.92%) and tetrahydrofuran (72.35%). And the highest conversion efficiency (95.72%) and initial reaction rate (9.30&#xa0;mM/h) were obtained in acetone. Moreover, there was no significant correlation between the catalytic activity of the cells and the log P of the tested solvents, the commonly used solvent parameter in non-aqueous enzymology. As shown in <xref ref-type="fig" rid="F1">Figure 1A</xref>, the reaction rate accelerated obviously (9.3&#xa0;mM/h to 15.36&#xa0;mM/h) with increasing the whole-cell dosage from 10 to 30&#xa0;mg/ml, and then no obvious improvements occurred with further increasement of catalyst amount. The molar ratio of vinyl caprylate to salidroside had a great influence on the initial reaction rate and the maximal conversion (<xref ref-type="fig" rid="F1">Figure 1B</xref>), which improved significantly with the increase of vinyl caprylate concentration up to 10 equivalents of salidroside concentration. A high conversion (&#x3e;99%) and good initial reaction rate (15.36&#xa0;mM/h) could be acquired with the molar ratio of vinyl caprylate to salidroside as 10. <xref ref-type="fig" rid="F1">Figure 1C</xref> depicted that <italic>Aspergillus oryzae</italic> whole-cells had good biocatalysis performance in the temperature range of 30&#xb0;C&#x2013;55&#xb0;C. <xref ref-type="fig" rid="F1">Figure 1D</xref> showed the reaction process of salidroside acylation with vinyl caprylate under the above-obtained conditions. Salidroside conversion increased sharply at the initial stage of the reaction with 95% at 6&#xa0;h, and then a slower rise, reaching 99% at 12&#xa0;h.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Effect of organic solvents on caproylation of salidroside catalyzed by <italic>Aspergillus oryzae</italic> cells.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Solvents</th>
<th align="left">Lop</th>
<th align="left">Solubility (mM)</th>
<th align="left">V<sub>0</sub> (mM/h)</th>
<th align="left">
<italic>C</italic> (%)</th>
<th align="left">Regioselectivity (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Acetone</td>
<td align="left">&#x2212;0.23</td>
<td align="left">164.3 &#xb1; 0.70</td>
<td align="left">9.30 &#xb1; 0.22</td>
<td align="left">95.72 &#xb1; 0.48</td>
<td align="left">&#x3e;99</td>
</tr>
<tr>
<td align="left">Tetrahydrofuran</td>
<td align="left">0.49</td>
<td align="left">110.2 &#xb1; 0.61</td>
<td align="left">2.05 &#xb1; 0.11</td>
<td align="left">72.35 &#xb1; 0.29</td>
<td align="left">&#x3e;99</td>
</tr>
<tr>
<td align="left">2-Methyltetrahydrofuran</td>
<td align="left">1.85</td>
<td align="left">20.6 &#xb1; 0.66</td>
<td align="left">8.96 &#xb1; 0.15</td>
<td align="left">86.97 &#xb1; 0.31</td>
<td align="left">&#x3e;99</td>
</tr>
<tr>
<td align="left">
<italic>tert</italic>-Butanol</td>
<td align="left">0.60</td>
<td align="left">31.5 &#xb1; 1.06</td>
<td align="left">1.60 &#xb1; 0.08</td>
<td align="left">78.92 &#xb1; 0.23</td>
<td align="left">&#x3e;99</td>
</tr>
<tr>
<td align="left">DMSO</td>
<td align="left">&#x2212;1.3</td>
<td align="left">632.6 &#xb1; 2.01</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
</tr>
<tr>
<td align="left">DMF</td>
<td align="left">&#x2212;1.0</td>
<td align="left">262.9 &#xb1; 1.15</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Reaction conditions: 0.04&#xa0;mmol salidroside, 0.4&#xa0;mmol vinyl caprylate, 0.02&#xa0;g. <italic>Aspergillus oryzae</italic> cells, 2&#xa0;ml anhydrous solvent, 40&#xb0;C, 200&#xa0;rpm. n.d., not detected.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Regioselective caproylation of salidroside catalyzed by <italic>Aspergillus oryzae</italic> cells. <bold>(A)</bold> Effect of biocatalyst dosage [0.04&#xa0;mmol salidroside, 0.4&#xa0;mmol vinyl caprylate, 2&#xa0;ml anhydrous acetone, 40&#xb0;C, 200&#xa0;rpm]. <bold>(B)</bold> Effect of molar ratio [0.04&#xa0;mmol salidroside, 0.06&#xa0;g. <italic>Aspergillus oryzae</italic> cells, 2&#xa0;ml anhydrous acetone, 40&#xb0;C, 200&#xa0;rpm]. <bold>(C)</bold> Effect of temperature [0.04&#xa0;mmol salidroside, 0.4&#xa0;mmol vinyl caprylate, 0.06&#xa0;g. <italic>Aspergillus oryzae</italic> cells, 2&#xa0;ml anhydrous acetone, 200&#xa0;rpm]. <bold>(D)</bold> Effect of reaction time [0.04&#xa0;mmol salidroside, 0.4&#xa0;mmol vinyl caprylate, 0.06&#xa0;g. <italic>Aspergillus oryzae</italic> cells, 2&#xa0;ml anhydrous acetone, 40&#xb0;C, 200&#xa0;rpm].</p>
</caption>
<graphic xlink:href="fbioe-10-1051117-g001.tif"/>
</fig>
<p>Consider the above data comprehensively, the optimum conditions of reaction medium, <italic>Aspergillus oryzae</italic> amount, molar ratio of vinyl caprylate to salidroside and reaction temperature were acetone, 30&#xa0;mg/ml, 10&#xb0;C and 40&#xb0;C, respectively, with initial rate of 15.36&#xa0;mM/h and the highest substrate conversion of 99%. Additionally, the regioselectivity of the reaction maintained 99% under the above conditions.</p>
</sec>
<sec id="s3-3">
<title>3.3 Operational stability of the whole-cell biocatalyst</title>
<p>The reusability of biocatalyst is of great importance to the cost efficiency in industrial production. As shown in <xref ref-type="fig" rid="F2">Figure 2</xref>, the <italic>Aspergillus oryzae</italic> whole cells remained 51% of its original activity after six consecutive batches. And the <italic>Aspergillus oryzae</italic> lost only 25% of its activity after three reaction cycles, which might be that the whole-cell provided a natural protective environment for intracellular enzyme with acylation activity.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Operational stability of <italic>Aspergillus oryzae</italic> whole-cell catalyst. Reaction conditions: 0.04&#xa0;mmol salidroside, 0.4&#xa0;mmol vinyl caprylate, 0.06&#xa0;g. <italic>Aspergillus oryzae</italic> cells, 2&#xa0;ml anhydrous acetone, 40&#xb0;C, 200&#xa0;rpm.</p>
</caption>
<graphic xlink:href="fbioe-10-1051117-g002.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>3.4 Whole cell-mediated synthesis for aliphatic ester of salidroside</title>
<p>The synthesis of various salidroside aliphatic esters mediated by <italic>Aspergillus oryzae</italic> cells was explored in the above-mentioned optimal reaction conditions, with fatty acid vinyl esters of different chain lengths as acyl donors (<xref ref-type="table" rid="T3">Table 3</xref>). It is worth mentioning that 6&#x2032;-monoesters of salidroside were exclusively achieved in all cases by NMR and HPLC analysis, which was similar to that in helicid esters synthesis catalyzed by <italic>Aspergillus oryzae</italic> cells, also affording an excellent selectivity for 6&#x2032;-OH at allose moiety (<xref ref-type="bibr" rid="B24">Yang R. L. et al., 2020</xref>). However, in the synthesis of acetyl ester (a short alkyl acyl group) of salidroside by the commercial lipase Novozyme 435, 6&#x2032;-O-acyl salidroside and 3&#x2032;,6&#x2032;-O-diacyl salidroside were the main two products, also with a small amount (&#x3c;5%) of 2&#x2032;,6&#x2032;-O-diacryloyl salidroside (<xref ref-type="bibr" rid="B28">Yu et al., 2008</xref>). Thus <italic>Aspergillus oryzae</italic> cells exhibited superior regioselectivity to Novozyme 435 in the synthesis for short-chain aliphatic ester of salidroside, which highlighted the excellent regioselectivity of <italic>Aspergillus oryzae</italic> cells.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Effect of various acyl donors on regioselective acylation of salidroside catalyzed by <italic>Aspergillus oryzae</italic> cells.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Acyl donor</th>
<th align="left">Structural formula of acyl donors</th>
<th align="left">V<sub>0</sub> (mM/h)</th>
<th align="left">Time (h)</th>
<th align="left">
<italic>C</italic> (%)</th>
<th align="left">Regioselectivity (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Vinyl acetate</td>
<td align="left">
<inline-graphic xlink:href="FBIOE_fbioe-2022-1051117_wc_tfx1.tif"/>
</td>
<td align="left">3.37 &#xb1; 0.09</td>
<td align="left">24</td>
<td align="left">96.1 &#xb1; 0.34</td>
<td align="left">&#x3e;99</td>
</tr>
<tr>
<td align="left">Vinyl butyrate</td>
<td align="left">
<inline-graphic xlink:href="FBIOE_fbioe-2022-1051117_wc_tfx2.tif"/>
</td>
<td align="left">12.75 &#xb1; 0.11</td>
<td align="left">12</td>
<td align="left">97.4 &#xb1; 0.36</td>
<td align="left">&#x3e;99</td>
</tr>
<tr>
<td align="left">Vinyl hexanoate</td>
<td align="left">
<inline-graphic xlink:href="FBIOE_fbioe-2022-1051117_wc_tfx3.tif"/>
</td>
<td align="left">14.76 &#xb1; 0.25</td>
<td align="left">12</td>
<td align="left">99.0 &#xb1; 0.04</td>
<td align="left">&#x3e;99</td>
</tr>
<tr>
<td align="left">Vinyl caprylate</td>
<td align="left">
<inline-graphic xlink:href="FBIOE_fbioe-2022-1051117_wc_tfx4.tif"/>
</td>
<td align="left">14.88 &#xb1; 0.17</td>
<td align="left">12</td>
<td align="left">99.0 &#xb1; 0.04</td>
<td align="left">&#x3e;99</td>
</tr>
<tr>
<td align="left">Vinyl decanoate</td>
<td align="left">
<inline-graphic xlink:href="FBIOE_fbioe-2022-1051117_wc_tfx5.tif"/>
</td>
<td align="left">15.31 &#xb1; 0.20</td>
<td align="left">12</td>
<td align="left">99.0 &#xb1; 0.05</td>
<td align="left">&#x3e;99</td>
</tr>
<tr>
<td align="left">Vinyl 10-undecenoate</td>
<td align="left">
<inline-graphic xlink:href="FBIOE_fbioe-2022-1051117_wc_tfx6.tif"/>
</td>
<td align="left">17.31 &#xb1; 0.19</td>
<td align="left">12</td>
<td align="left">99.0 &#xb1; 0.03</td>
<td align="left">&#x3e;99</td>
</tr>
<tr>
<td align="left">Vinyl laurate</td>
<td align="left">
<inline-graphic xlink:href="FBIOE_fbioe-2022-1051117_wc_tfx7.tif"/>
</td>
<td align="left">14.57 &#xb1; 0.21</td>
<td align="left">12</td>
<td align="left">98.5 &#xb1; 0.33</td>
<td align="left">&#x3e;99</td>
</tr>
<tr>
<td align="left">Vinyl myristate</td>
<td align="left">
<inline-graphic xlink:href="FBIOE_fbioe-2022-1051117_wc_tfx8.tif"/>
</td>
<td align="left">9.25 &#xb1; 0.13</td>
<td align="left">12</td>
<td align="left">97.3 &#xb1; 0.26</td>
<td align="left">&#x3e;99</td>
</tr>
<tr>
<td align="left">Vinyl palmitate</td>
<td align="left">
<inline-graphic xlink:href="FBIOE_fbioe-2022-1051117_wc_tfx9.tif"/>
</td>
<td align="left">8.34 &#xb1; 0.12</td>
<td align="left">12</td>
<td align="left">96.5 &#xb1; 0.23</td>
<td align="left">&#x3e;99</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Reaction conditions: 0.04&#xa0;mmol salidroside, 0.4&#xa0;mmol acyl donor, 0.06&#xa0;g. <italic>Aspergillus oryzae</italic> cells, 2&#xa0;ml anhydrous acetone, 40&#xb0;C, 200&#xa0;rpm.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>As shown in <xref ref-type="table" rid="T3">Table 3</xref>, <italic>Aspergillus oryzae</italic> cells exhibited excellent catalytic activities with 96%&#x2013;99% conversions in the salidroside acylation with different chain-length acyl donors. Furthermore, the initial reaction rate increased from 3.37&#xa0;mM/h to 17.31&#xa0;mM/h with the elongation of chain length of acyl donors from C2 to C11, which indicated that the interaction between medium-chain acyl groups and hydrophobic acyl binding sites of intracellular acylase was stronger than that of short-chain groups. Nevertheless, the initial reaction rate decreased with further extending chain length from C12 to C16, owing to the higher steric hindrance of the longer-chain acyl donors. Previous studies have found that the biocatalysts from different sources showed different catalytic properties for the different acyl donors due to the specific structure of the lipase active site and the acyl (<xref ref-type="bibr" rid="B16">Wang and Zong, 2009</xref>; <xref ref-type="bibr" rid="B23">Yang et al., 2013</xref>; <xref ref-type="bibr" rid="B8">Li X. F. et al., 2018</xref>; <xref ref-type="bibr" rid="B26">Yang W. et al., 2019</xref>). For example, the <italic>Pseudomonas aeruginosa</italic> cells were more specific toward the medium-chain acyl donors, as well as <italic>Candida antarctica</italic> lipase B (Novozyme 435) and <italic>Thermomyces lanuginosus</italic> lipase (Lipozyme TLL) (<xref ref-type="bibr" rid="B16">Wang and Zong, 2009</xref>; <xref ref-type="bibr" rid="B23">Yang et al., 2013</xref>; <xref ref-type="bibr" rid="B25">Yang R. L. et al., 2019</xref>), while the whole cells of <italic>Candida parapsilosis</italic> was most efficient for the short chain acyl donor, vinyl propionate. (<xref ref-type="bibr" rid="B7">Li G. Y. et al., 2018</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>A facile and efficient biocatalytic approach was employed for the synthesis of salidroside esters by using <italic>Aspergillus oryzae</italic> cells, which was a potentially cost-attractive alternative to expensive immobilized enzymes. Various 6&#x2032;-monoesters derivatives of salidroside were obtained with excellent conversions and high regioselectivities. And the structure of the acyl donors demonstrated an impact on the catalytic characteristic of the <italic>Aspergillus oryzae</italic> whole cells. The results afforded a green and highly efficient strategy for selective structural modification of polyhydroxyl natural products.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s9">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>RY and XZ designed the study, analyzed the data and wrote the manuscript. YW, ZT, QZ, and XH performed the experiment and collected the data. ZW HL, and FF analyzed the data and revised the manuscript.</p>
</sec>
<sec id="s10">
<title>Funding</title>
<p>We thank the financial support from the National Natural Science Foundation of China (21706088) and the Six Talent Peaks of Jiangsu Province (2018-SWYY-020).</p>
</sec>
<sec sec-type="COI-statement" id="s7">
<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="s8">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s9">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fbioe.2022.1051117/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fbioe.2022.1051117/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>Y. S.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>J. W.</given-names>
</name>
<name>
<surname>Geng</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y. L.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>H. J.</given-names>
</name>
<name>
<surname>Zheng</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Lipase-catalyzed synthesis mechanism of tri-acetylated phloridzin and its antiproliferative activity against HepG2 cancer cells</article-title>. <source>Food Chem. x.</source> <volume>277</volume>, <fpage>186</fpage>&#x2013;<lpage>194</lpage>. <pub-id pub-id-type="doi">10.1016/j.foodchem.2018.10.111</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>Z. G.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>D. N.</given-names>
</name>
<name>
<surname>Cao</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Han</surname>
<given-names>Y. B.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Highly efficient and regioselective acylation of pharmacologically interesting cordycepin catalyzed by lipase in the eco-friendly solvent 2-methyltetrahydrofuran</article-title>. <source>Bioresour. Technol.</source> <volume>133</volume>, <fpage>82</fpage>&#x2013;<lpage>86</lpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2013.01.117</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chyba</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Mastihuba</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Mastihubov&#xe1;</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Effective enzymatic caffeoylation of natural glucopyranosides</article-title>. <source>Bioorg. Med. Chem. Lett.</source> <volume>26</volume> (<issue>6</issue>), <fpage>1567</fpage>&#x2013;<lpage>1570</lpage>. <pub-id pub-id-type="doi">10.1016/j.bmcl.2016.02.010</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hao</surname>
<given-names>L. S.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>M. M.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X. F.</given-names>
</name>
<name>
<surname>Xin</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Lei</surname>
<given-names>F. L.</given-names>
</name>
<name>
<surname>Lai</surname>
<given-names>X. N.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Highly efficient whole-cell biosynthesis and cytotoxicity of esculin esters</article-title>. <source>J. Biotechnol.</source> <volume>337</volume>, <fpage>46</fpage>&#x2013;<lpage>56</lpage>. <pub-id pub-id-type="doi">10.1016/j.jbiotec.2021.06.023</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname>
<given-names>X. L.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>S. X.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>D. H.</given-names>
</name>
<name>
<surname>Qiu</surname>
<given-names>S. F.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>X. Q.</given-names>
</name>
<name>
<surname>Mei</surname>
<given-names>R. H.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>A preliminary study: The anti-proliferation effect of salidroside on different human cancer cell lines</article-title>. <source>Cell Biol. Toxicol.</source> <volume>26</volume> (<issue>6</issue>), <fpage>499</fpage>&#x2013;<lpage>507</lpage>. <pub-id pub-id-type="doi">10.1007/s10565-010-9159-1</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jeandet</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Sobarzo-S&#xe1;nchez</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Silva</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Cl&#xe9;ment</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Nabavi</surname>
<given-names>S. F.</given-names>
</name>
<name>
<surname>Battino</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Whole-cell biocatalytic, enzymatic and green chemistry methods for the production of resveratrol and its derivatives</article-title>. <source>Biotechnol. Adv.</source> <volume>39</volume>, <fpage>107461</fpage>. <pub-id pub-id-type="doi">10.1016/j.biotechadv.2019.107461</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>G. Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>J. B.</given-names>
</name>
<name>
<surname>Reetz</surname>
<given-names>M. T.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Biocatalysts for the pharmaceutical industry created by structure-guided directed evolution of stereoselective enzymes</article-title>. <source>Bioorg. Med. Chem.</source> <volume>26</volume> (<issue>7</issue>), <fpage>1241</fpage>&#x2013;<lpage>1251</lpage>. <pub-id pub-id-type="doi">10.1016/j.bmc.2017.05.021</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>X. F.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>H. X.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>G. L.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>Y. G.</given-names>
</name>
<name>
<surname>Lai</surname>
<given-names>F. R.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Highly efficient synthesis of arbutin esters catalyzed by whole cells of <italic>Candida parapsilosis</italic>
</article-title>. <source>RSC Adv.</source> <volume>8</volume> (<issue>18</issue>), <fpage>10081</fpage>&#x2013;<lpage>10088</lpage>. <pub-id pub-id-type="doi">10.1039/c8ra00595h</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liang</surname>
<given-names>C. X.</given-names>
</name>
<name>
<surname>Qi</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>L. N.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Z. D.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Preparation and evaluation of a water-in-oil nanoemulsion drug delivery system loaded with salidroside</article-title>. <source>Chin. J. Nat. Med.</source> <volume>19</volume> (<issue>3</issue>), <fpage>231</fpage>&#x2013;<lpage>240</lpage>. <pub-id pub-id-type="doi">10.1016/s1875-5364(21)60025-0</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>J. N.</given-names>
</name>
<name>
<surname>Zhuang</surname>
<given-names>Y. H.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>Y. H.</given-names>
</name>
<name>
<surname>Xue</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Improving the color stability and antioxidation activity of blueberry anthocyanins by enzymatic acylation with <italic>p</italic>-coumaric acid and caffffeic acid</article-title>. <source>LWT. Food Sci. Technol.</source> <volume>130</volume>, <fpage>109673</fpage>. <pub-id pub-id-type="doi">10.1016/j.lwt.2020.109673</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qi</surname>
<given-names>S. S.</given-names>
</name>
<name>
<surname>Shao</surname>
<given-names>L. M.</given-names>
</name>
<name>
<surname>Ze</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zheng</surname>
<given-names>H. X.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Salidroside from <italic>Rhodiola rosea L.</italic> attenuates diabetic nephropathy in STZ induced diabetic rats via anti-oxidative stress, anti-inflammation, and inhibiting TGF-&#x3b2;1/Smad pathway</article-title>. <source>J. Funct. Foods</source> <volume>77</volume>, <fpage>104329</fpage>. <pub-id pub-id-type="doi">10.1016/j.jff.2020.104329</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qian</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X. H.</given-names>
</name>
<name>
<surname>Weng</surname>
<given-names>W. J.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>G. X.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>S. X.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Salidroside alleviates taurolithocholic acid 3-sulfate-induced AR42J cell injury</article-title>. <source>Biomed. Pharmacother.</source> <volume>142</volume>, <fpage>112062</fpage>. <pub-id pub-id-type="doi">10.1016/j.biopha.2021.112062</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Song</surname>
<given-names>T. X.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>P. L.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>C. Y.</given-names>
</name>
<name>
<surname>Jia</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Liang</surname>
<given-names>Q. Q.</given-names>
</name>
<name>
<surname>Cao</surname>
<given-names>Y. L.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Salidroside simultaneously reduces de novo lipogenesis and cholesterol biosynthesis to attenuate atherosclerosis in mice</article-title>. <source>Biomed. Pharmacother.</source> <volume>134</volume>, <fpage>111137</fpage>. <pub-id pub-id-type="doi">10.1016/j.biopha.2020.111137</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sugai</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Higashibayashi</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Hanaya</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Recent examples of the use of biocatalysts with high accessibility and availability in natural product synthesis</article-title>. <source>Tetrahedron</source> <volume>74</volume> (<issue>27</issue>), <fpage>3469</fpage>&#x2013;<lpage>3487</lpage>. <pub-id pub-id-type="doi">10.1016/j.tet.2018.05.053</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wachtmeister</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Rother</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Recent advances in whole cell biocatalysis techniques bridging from investigative to industrial scale</article-title>. <source>Curr. Opin. Biotechnol.</source> <volume>42</volume>, <fpage>169</fpage>&#x2013;<lpage>177</lpage>. <pub-id pub-id-type="doi">10.1016/j.copbio.2016.05.005</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>Z. Y.</given-names>
</name>
<name>
<surname>Zong</surname>
<given-names>M. H.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Recognition of acyl donors by lipase CAL-B in the acylation of 6-azauridine</article-title>. <source>Biotechnol. Prog.</source> <volume>25</volume> (<issue>3</issue>), <fpage>784</fpage>&#x2013;<lpage>791</lpage>. <pub-id pub-id-type="doi">10.1002/btpr.237</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>Y. F.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>Y. R.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>T. T.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>W.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Salidroside shows anticonvulsant and neuroprotective effects by activating the Nrf2-ARE pathway in a pentylenetetrazol-kindling epileptic model</article-title>. <source>Brain Res. Bull.</source> <volume>164</volume>, <fpage>14</fpage>&#x2013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.1016/j.brainresbull.2020.08.009</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>X. L.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>P. X.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>The bioinformatics and metabolomics research on anti-hypoxic molecular mechanisms of Salidroside via regulating the PTEN mediated PI3K/Akt/NF-&#x3ba;B signaling pathway</article-title>. <source>Chin. J. Nat. Med.</source> <volume>19</volume> (<issue>6</issue>), <fpage>442</fpage>&#x2013;<lpage>453</lpage>. <pub-id pub-id-type="doi">10.1016/s1875-5364(21)60043-2</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xin</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X. F.</given-names>
</name>
<name>
<surname>Xiao</surname>
<given-names>X. L.</given-names>
</name>
<name>
<surname>Tang</surname>
<given-names>Y. Q.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>G. L.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Facile and efficient acylation of bioflavonoids using whole-cell biocatalysts in organic solvents</article-title>. <source>ACS Sustain. Chem. Eng.</source> <volume>5</volume> (<issue>11</issue>), <fpage>10662</fpage>&#x2013;<lpage>10672</lpage>. <pub-id pub-id-type="doi">10.1021/acssuschemeng.7b02628</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xing</surname>
<given-names>S. S.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>Y. F.</given-names>
</name>
<name>
<surname>He</surname>
<given-names>P. L.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Salidroside attenuates endothelial cellular senescence via decreasing the expression of inflammatory cytokines and increasing the expression of SIRT3</article-title>. <source>Mech. Ageing Dev.</source> <volume>175</volume>, <fpage>1</fpage>&#x2013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1016/j.mad.2017.12.005</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Zheng</surname>
<given-names>G. W.</given-names>
</name>
<name>
<surname>Du</surname>
<given-names>P. X.</given-names>
</name>
<name>
<surname>Zong</surname>
<given-names>M. H.</given-names>
</name>
<name>
<surname>Lou</surname>
<given-names>W. Y.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Whole-cell biocatalytic processes with ionic liquids</article-title>. <source>ACS Sustain. Chem. Eng.</source> <volume>4</volume> (<issue>2</issue>), <fpage>371</fpage>&#x2013;<lpage>386</lpage>. <pub-id pub-id-type="doi">10.1021/acssuschemeng.5b00965</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname>
<given-names>L. M.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X. H.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Inhibition of HMGB1 involved in the protective of salidroside on liver injury in diabetes mice</article-title>. <source>Int. Immunopharmacol.</source> <volume>89</volume>, <fpage>106987</fpage>. <pub-id pub-id-type="doi">10.1016/j.intimp.2020.106987</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname>
<given-names>R. L.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>X. J.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>X. M.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Novel and highly efficient regioselective route to helicid esters by Lipozyme TLL</article-title>. <source>PLOS ONE</source> <volume>8</volume> (<issue>11</issue>), <fpage>e80715</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0080715</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname>
<given-names>R. L.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>T. T.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>N. N.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>X. J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Z. Y.</given-names>
</name>
<name>
<surname>Luo</surname>
<given-names>H. Z.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Improving whole-cell biocatalysis for helicid benzoylation by the addition of ionic liquids</article-title>. <source>Biochem. Eng. J.</source> <volume>161</volume> (<issue>15</issue>), <fpage>107695</fpage>. <pub-id pub-id-type="doi">10.1016/j.bej.2020.107695</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname>
<given-names>R. L.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>X. J.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>T. T.</given-names>
</name>
<name>
<surname>Bilal</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Z. Y.</given-names>
</name>
<name>
<surname>Luo</surname>
<given-names>H. Z.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>A novel and highly regioselective biocatalytic approach to acetylation of helicid by using whole-cell biocatalysts in organic solvents</article-title>. <source>Catal. Commun.</source> <volume>128</volume>, <fpage>105707</fpage>. <pub-id pub-id-type="doi">10.1016/j.catcom.2019.105707</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Kortesniemi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>X. Y.</given-names>
</name>
<name>
<surname>Zheng</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>B. R.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Enzymatic acylation of blackcurrant (<italic>Ribes nigrum</italic>) anthocyanins and evaluation of lipophilic properties and antioxidant capacity of derivatives</article-title>. <source>Food Chem. x.</source> <volume>281</volume>, <fpage>189</fpage>&#x2013;<lpage>196</lpage>. <pub-id pub-id-type="doi">10.1016/j.foodchem.2018.12.111</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname>
<given-names>Z. L.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Lai</surname>
<given-names>W. F.</given-names>
</name>
<name>
<surname>Tang</surname>
<given-names>Y. H.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>J. J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y. Z.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Synthesis and identification of a novel derivative of salidroside as a selective, competitive inhibitor of monoamine oxidase B with enhanced neuroprotective properties</article-title>. <source>Eur. J. Med. Chem.</source> <volume>209</volume> (<issue>1</issue>), <fpage>112935</fpage>. <pub-id pub-id-type="doi">10.1016/j.ejmech.2020.112935</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname>
<given-names>H. L.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>Su</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>W. Y.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>G. Q.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Synthesis of novel salidroside esters by lipase-mediated acylation with various functional acyl groups</article-title>. <source>J. Biosci. Bioeng.</source> <volume>106</volume> (<issue>1</issue>), <fpage>65</fpage>&#x2013;<lpage>68</lpage>. <pub-id pub-id-type="doi">10.1263/jbb.106.65</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>P. L.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>Z. G.</given-names>
</name>
<name>
<surname>You</surname>
<given-names>L. J.</given-names>
</name>
<name>
<surname>Harrison</surname>
<given-names>M. D.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Z. Y.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Enzymatic acylation of cyanidin-3-glucoside with fatty acid methyl esters improves stability and antioxidant activity</article-title>. <source>Food Chem. x.</source> <volume>343</volume> (<issue>1</issue>), <fpage>128482</fpage>. <pub-id pub-id-type="doi">10.1016/j.foodchem.2020.128482</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>X. M.</given-names>
</name>
<name>
<surname>Xie</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Long</surname>
<given-names>J. Y.</given-names>
</name>
<name>
<surname>Xie</surname>
<given-names>Q. X.</given-names>
</name>
<name>
<surname>Zheng</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>K.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Salidroside: A review of its recent advances in synthetic pathways and pharmacological properties</article-title>. <source>Chem. Biol. Interact.</source> <volume>339</volume> (<issue>25</issue>), <fpage>109268</fpage>. <pub-id pub-id-type="doi">10.1016/j.cbi.2020.109268</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>