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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Chem.</journal-id>
<journal-title>Frontiers in Chemistry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Chem.</abbrev-journal-title>
<issn pub-type="epub">2296-2646</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">896944</article-id>
<article-id pub-id-type="doi">10.3389/fchem.2022.896944</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Chemistry</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Oriented External Electric Fields Regurating the Reaction Mechanism of CH<sub>4</sub> Oxidation Catalyzed by Fe(IV)-Oxo-Corrolazine: Insight from Density Functional Calculations</article-title>
<alt-title alt-title-type="left-running-head">Wu et al.</alt-title>
<alt-title alt-title-type="right-running-head">Reaction Mechanism of CH<sub>4</sub> Oxidation</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Jie</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1830228/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Long</surname>
<given-names>Tairen</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1830230/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Haiyan</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1830252/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liang</surname>
<given-names>Jin-Xia</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1683050/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhu</surname>
<given-names>Chun</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1694530/overview"/>
</contrib>
</contrib-group>
<aff>
<institution>School of Chemistry and Chemical Engineering</institution>, <institution>Guizhou University</institution>, <addr-line>Guiyang</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/90974/overview">Miquel Sol&#xe0;</ext-link>, University of Girona, Spain</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/61306/overview">Sam P. De Visser</ext-link>, The University of Manchester, United Kingdom</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/98552/overview">Miquel Torrent Sucarrat</ext-link>, University of the Basque Country, Spain</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1726451/overview">Thijs Stuyver</ext-link>, Massachusetts Institute of Technology, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Jin-Xia Liang, <email>liangjx2009@163.com</email>; Chun Zhu, <email>czhu2014@163.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Theoretical and Computational Chemistry, a section of the journal Frontiers in Chemistry</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>29</day>
<month>06</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>896944</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>03</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>06</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Wu, Long, Wang, Liang and Zhu.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Wu, Long, Wang, Liang and Zhu</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Methane is the simplest alkane and can be used as an alternative energy source for oil and coal, but the greenhouse effect caused by its leakage into the air is not negligible, and its conversion into liquid methanol not only facilitates transportation, but also contributes to carbon neutrality. In order to find an efficient method for converting methane to methanol, CH<sub>4</sub> oxidation catalyzed by Fe(IV)-Oxo-corrolazine (Fe(IV)-Oxo-Cz) and its reaction mechanism regulation by oriented external electric fields (OEEFs) are systematically studied by density functional calculations. The calculations show that Fe(IV)-Oxo-Cz can abstract one H atom from CH<sub>4</sub> to form the intermediate with OH group connecting on the corrolazine ring, with the energy barrier of 25.44&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup>. And then the product methanol is formed through the following rebound reaction. Moreover, the energy barrier can be reduced to 20.72&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup> through a two-state reaction pathway. Furthermore, the effect of OEEFs on the reaction is investigated. We found that OEEFs can effectively regulate the reaction by adjusting the stability of the reactant and the transition state through the interaction of electric field-molecular dipole moment. When the electric field is negative, the energy barrier of the reaction decreases with the increase of electric intensity. Moreover, the OEEF aligned along the intrinsic Fe<bold>&#x2012;</bold>O reaction axis can effectively regulate the ability of forming the OH on the corrolazine ring by adjusting the charges of O and H atoms. When the electric field intensity is &#x2212;0.010 a.u., the OH can be directly rebounded to the CH<sub>3</sub>&#xb7; before it is connecting on the corrolazine ring, thus forming the product directly from the transition state without passing through the intermediate with only an energy barrier of 17.34&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup>, which greatly improves the selectivity of the reaction.</p>
</abstract>
<kwd-group>
<kwd>density functional calculations</kwd>
<kwd>Fe(IV)-Oxo-Corrolazine</kwd>
<kwd>CH<sub>4</sub> oxidation</kwd>
<kwd>oriented external electric fields</kwd>
<kwd>catalysis</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Compared with oil or coal, methane is an environment-friendly energy, but it is also a greenhouse gas, and its greenhouse effect is much larger than that of carbon dioxide (<xref ref-type="bibr" rid="B10">Chong et al., 2016</xref>; <xref ref-type="bibr" rid="B32">Huang et al., 2018</xref>; <xref ref-type="bibr" rid="B15">Denning et al., 2021</xref>; <xref ref-type="bibr" rid="B35">Huang et al., 2021</xref>; <xref ref-type="bibr" rid="B58">S&#xe1;nchez-L&#xf3;pez et al., 2021</xref>). A quarter of the greenhouse effect caused by man-made greenhouse gases is caused by the leakage of methane into the atmosphere (<xref ref-type="bibr" rid="B39">Kemp et al., 2016</xref>). In 2021, the United Nations called for a reduction in methane emission in the atmosphere, aiming to reduce global methane emission by 30% by the end of the century (<xref ref-type="bibr" rid="B5">Brenneis et al., 2022</xref>). Therefore, if an efficient method can be found to convert methane into methanol efficiently and economically, it can not only solve the difficulty of methane transportation, but also provide a large number of cheap raw materials for industrial production and reduce methane pipelines leakage (<xref ref-type="bibr" rid="B52">Park et al., 2019</xref>; <xref ref-type="bibr" rid="B72">Yan et al., 2020</xref>; <xref ref-type="bibr" rid="B36">Januario et al., 2021</xref>), thus providing feasible methods for methane emission reduction.</p>
<p>The high valent metal-oxygen systems have been characterized as key intermediates of heme and non heme enzymes (<xref ref-type="bibr" rid="B66">Solomon et al., 2000</xref>; <xref ref-type="bibr" rid="B51">Ogliaro et al., 2001</xref>; <xref ref-type="bibr" rid="B48">Meunier et al., 2004</xref>; <xref ref-type="bibr" rid="B64">Shaik et al., 2005</xref>; <xref ref-type="bibr" rid="B56">Rittle and Green, 2010</xref>; <xref ref-type="bibr" rid="B69">Visser et al., 2013</xref>; <xref ref-type="bibr" rid="B1">Adam et al., 2018</xref>; <xref ref-type="bibr" rid="B34">Huang and Groves, 2018</xref>; <xref ref-type="bibr" rid="B16">Dubey and Shaik, 2019</xref>; <xref ref-type="bibr" rid="B17">Ehudin et al., 2019</xref>; <xref ref-type="bibr" rid="B12">Cummins et al., 2020</xref>; <xref ref-type="bibr" rid="B63">Shaik and Dubey, 2021</xref>), which can effectively hydroxylate aliphatic hydrocarbons (<xref ref-type="bibr" rid="B3">Altun et al., 2007</xref>; <xref ref-type="bibr" rid="B29">Hazan et al., 2007</xref>), epoxidation (<xref ref-type="bibr" rid="B50">Niwa and Nakada, 2012</xref>; <xref ref-type="bibr" rid="B49">Nayak et al., 2020</xref>), halogenation (<xref ref-type="bibr" rid="B45">Liu and Groves, 2015</xref>), N-demethylation (<xref ref-type="bibr" rid="B73">Yang et al., 2018</xref>), and dehydrogenation reactions (<xref ref-type="bibr" rid="B41">Kumar et al., 2009</xref>). In particular, Fe(IV)-oxo porphyrin &#x3c0;-cation radical species, known as Cpd-I in heme proteins such as cytochrome P450, can mediate many key oxidative processes (<xref ref-type="bibr" rid="B48">Meunier et al., 2004</xref>; <xref ref-type="bibr" rid="B64">Shaik et al., 2005</xref>; <xref ref-type="bibr" rid="B9">Cho et al., 2012</xref>; <xref ref-type="bibr" rid="B79">Zhang et al., 2017</xref>; <xref ref-type="bibr" rid="B6">Caddell Haatveit et al., 2019</xref>; <xref ref-type="bibr" rid="B7">Caulfield et al., 2019</xref>). Corrolazines, formed by replacing the meso-position carbon atoms of corroles with N atoms, are very similar in structure to porphyrins, but have more &#x3c0; electrons than porphyrins, and can better stabilize high-valent metals (<xref ref-type="bibr" rid="B55">Ramdhanie et al., 2001</xref>; <xref ref-type="bibr" rid="B24">Goldberg et al., 2003</xref>; <xref ref-type="bibr" rid="B18">Fox et al., 2004</xref>; <xref ref-type="bibr" rid="B43">Lansky et al., 2005</xref>; <xref ref-type="bibr" rid="B42">Lansky and Goldberg, 2006</xref>; <xref ref-type="bibr" rid="B23">Goldberg 2007</xref>; <xref ref-type="bibr" rid="B47">McGown et al., 2009</xref>; <xref ref-type="bibr" rid="B54">Prokop et al., 2011</xref>; <xref ref-type="bibr" rid="B53">Pierloot et al., 2012</xref>; <xref ref-type="bibr" rid="B4">Baglia et al., 2015</xref>; <xref ref-type="bibr" rid="B37">Joslin et al., 2016</xref>; <xref ref-type="bibr" rid="B38">Jung et al., 2016</xref>; <xref ref-type="bibr" rid="B76">Zaragoza et al., 2016</xref>; <xref ref-type="bibr" rid="B22">Ghosh 2017</xref>; <xref ref-type="bibr" rid="B80">Zhu et al., 2018</xref>; <xref ref-type="bibr" rid="B14">Dedi&#x107; et al., 2021</xref>; <xref ref-type="bibr" rid="B71">Wang et al., 2021</xref>; <xref ref-type="bibr" rid="B81">Zhu et al., 2021</xref>). As Fe is the active center metal of methane monooxygenase (<xref ref-type="bibr" rid="B65">Shteinman 2020</xref>; <xref ref-type="bibr" rid="B19">Freakley et al., 2021</xref>), which can selectively convert methane to methanol under natural environmental conditions. Fe-corrolazine is very likely to catalyze the oxidation of methane to methanol under very mild conditions. Therefore, it is necessary to study the oxidation of methane catalyzed by Fe-Oxo-corrolazine.</p>
<p>Recently, Sason Shaik et al. (<xref ref-type="bibr" rid="B31">Hirao et al., 2008</xref>; <xref ref-type="bibr" rid="B25">Gorin et al., 2012</xref>; <xref ref-type="bibr" rid="B20">Fried and Boxer, 2015</xref>; <xref ref-type="bibr" rid="B44">Li et al., 2015</xref>; <xref ref-type="bibr" rid="B2">Akamatsu et al., 2017</xref>; <xref ref-type="bibr" rid="B8">Che et al., 2018</xref>; <xref ref-type="bibr" rid="B11">Ciampi et al., 2018</xref>; <xref ref-type="bibr" rid="B30">He et al., 2018</xref>; <xref ref-type="bibr" rid="B74">Yu and Coote, 2019</xref>; <xref ref-type="bibr" rid="B61">Shaik et al., 2020</xref>; <xref ref-type="bibr" rid="B62">Shaik et al., 2004b</xref>; <xref ref-type="bibr" rid="B40">Kraskov et al., 2021</xref>; <xref ref-type="bibr" rid="B75">Yu et al., 2021</xref>; <xref ref-type="bibr" rid="B78">Zhang et al., 2021</xref>; <xref ref-type="bibr" rid="B13">de Visser et al., 2022</xref>) found that oriented external electric fields (OEEFs) can be used as a new type of catalyst to catalyze reactions by stabilizing transition states through the interactions between OEEFs and the molecular dipole moments, and even can increase the selectivity of reactions through adjusting the direction of OEEFs. Through theoretical calculations, our group also found that the OEEFs can modulate the reaction process through the interactions with the dipole moment of the reaction molecules (<xref ref-type="bibr" rid="B70">Wang et al., 2019</xref>).</p>
<p>Herein, we systematically study the reaction process of the oxidation of methane to methanol catalyzed by Fe(IV)-Oxo-corrolazine, and discuss the regulation of its reaction mechanism catalyzed by OEEFs, which provides a theoretical basis for the direct and efficient conversion of methane to methanol.</p>
</sec>
<sec id="s2">
<title>2 Computational Details</title>
<p>All the calculations were performed in Gaussian16 package (<xref ref-type="bibr" rid="B21">Frisch et al., 2016</xref>), using the B3LYP-D3(BJ) (<xref ref-type="bibr" rid="B67">Stephens et al., 1994</xref>; <xref ref-type="bibr" rid="B26">Grimme et al., 2010</xref>; <xref ref-type="bibr" rid="B27">Grimme et al., 2011</xref>) hybrid functional with the LANL2TZ (<xref ref-type="bibr" rid="B57">Roy et al., 2008</xref>) basis set coupled with the effective core potential for Fe atom and the all-electron 6&#x2013;31&#x2b;&#x2b;G (d,p) (<xref ref-type="bibr" rid="B28">Hariharan and Pople, 1973</xref>) basis set for other atoms. The structures of reactant (RC), transition state (TS), intermediate (INT) and product (P) were fully optimized without any symmetry constraints. Then the natures of these optimized structures were assessed by frequencies calculation, for RC, INT, and P with only real frequencies, and for TS with only one imaginary frequency. Moreover, all TS species were further verified by intrinsic reaction coordinate (IRC) calculations. The calculated output file was analyzed by Multiwfn to obtain the spin density (<xref ref-type="bibr" rid="B46">Lu and Chen, 2012</xref>).</p>
<p>As shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, using the keyword &#x201c;Field &#x3d; M &#xb1; N&#x2033;, the two OEEFs, <italic>F</italic>
<sub>z1</sub> and <italic>F</italic>
<sub>z2</sub> along the Fe&#x2012;O axis and O&#x2012;H axis respectively, were applied to regulate the CH<sub>4</sub> oxidation reaction catalyzed by Fe(IV)-Oxo-Cz. The positive direction of the electric field vector follows the Gaussian 16 convention, i.e., the direction from negative charge to positive charge is <italic>F</italic>
<sub>z</sub> &#x3e; 0. The electric field intensity ranges from &#x2212;0.010 a.u to &#x2b;0.010 a.u. for <italic>F</italic>
<sub>z1</sub> and <italic>F</italic>
<sub>z2</sub> (1 a.u. &#x3d; 51.4&#xa0;V&#xa0;&#xc5;<sup>&#x2212;1</sup>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Definitions of two OEEFs <italic>F</italic>
<sub>z1</sub> is along the Fe&#x2012;O axis perpendicular to the corrolazine ring, and <italic>F</italic>
<sub>z2</sub> is along the O&#x2012;H axis.</p>
</caption>
<graphic xlink:href="fchem-10-896944-g001.tif"/>
</fig>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and Discussion</title>
<sec id="s3-1">
<title>3.1 CH<sub>4</sub> Oxidation Catalyzed by Fe(IV)-Oxo-Corrolazine Under the Field-Free Condition</title>
<sec id="s3-1-1">
<title>3.1.1 Structure and Electronic Properties of Fe(IV)-Oxo-Cz</title>
<p>The geometry structures of Fe(IV)-Oxo-Cz in doublet, quartet and sextet states were optimized and their relative energies and selective structure parameters are collected in <xref ref-type="table" rid="T1">Table 1</xref>. As seen from <xref ref-type="table" rid="T1">Table 1</xref>, the quartet state is lower in free energies than the double and sextet states by 10.25 and 40.05&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup>, respectively (absolute energies in <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). Moreover, the calculated Fe<bold>&#x2012;</bold>O bond length in quartet state is 1.615&#xa0;&#xc5;, which is close to the experimentally determined value of 1.640&#xa0;&#xc5; (<xref ref-type="bibr" rid="B9">Cho et al., 2012</xref>). Therefore, the quartet state is the ground state, and due to the stronger interaction between the Fe atom and the O atom, the Fe atom deviates upward from the corrolazine ring, as shown in <xref ref-type="fig" rid="F2">Figure 2</xref>. Furthermore, the spin densities and NPA charges for the different spin states of Fe(IV)-Oxo-Cz were calculated (see <xref ref-type="sec" rid="s10">Supplementary Tables S2, S3</xref>). For the quartet state, the Fe<bold>&#x2012;</bold>O moiety only occupied two single electrons, and the remaining one single electron was occupied by the corrolazine ring as shown in <xref ref-type="fig" rid="F2">Figure 2</xref>. And the single electron occupying molecular orbitals (SOMO) of the quartet state Fe(IV)-Oxo-Cz is shown in <xref ref-type="fig" rid="F3">Figure 3</xref>. Two single electrons are in the orthogonal &#x3c0; orbitals of the Fe<bold>&#x2012;</bold>O moiety and the other mainly distributes on the corrolazine ring, which is exactly the same as the electronic configuration of Cpd-I (<xref ref-type="bibr" rid="B33">Huang and Groves, 2017</xref>; <xref ref-type="bibr" rid="B77">Zaragoza et al., 2017</xref>), reflecting the potential enzymatic catalytic activity of Fe(IV)-Oxo-Cz.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Selected Bond Lengths (&#xc5;), Mulliken spin density of Fe, and relative energies (&#x394;G, kcal&#xb7;mol<sup>&#x2212;1</sup>) of Fe(IV)-Oxo-Cz, in doublet, quartet and sextet states.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">States</th>
<th align="center">d<sub>Fe&#x2012;N1</sub>
</th>
<th align="center">d<sub>Fe&#x2012;N2</sub>
</th>
<th align="center">d<sub>Fe&#x2012;N3</sub>
</th>
<th align="center">d<sub>Fe&#x2012;N4</sub>
</th>
<th align="center">d<sub>Fe&#x2012;O</sub>
</th>
<th align="center">&#x394;G</th>
<th align="center">spin density</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Doublet</td>
<td align="char" char=".">1.895</td>
<td align="char" char=".">1.895</td>
<td align="char" char=".">1.892</td>
<td align="char" char=".">1.892</td>
<td align="char" char=".">1.568</td>
<td align="char" char=".">10.25</td>
<td align="char" char=".">0.905</td>
</tr>
<tr>
<td align="left">Quarte</td>
<td align="char" char=".">1.904</td>
<td align="char" char=".">1.904</td>
<td align="char" char=".">1.902</td>
<td align="char" char=".">1.902</td>
<td align="char" char=".">1.615</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1.259</td>
</tr>
<tr>
<td align="left">Sextet</td>
<td align="char" char=".">1.910</td>
<td align="char" char=".">1.910</td>
<td align="char" char=".">1.899</td>
<td align="char" char=".">1.899</td>
<td align="char" char=".">1.612</td>
<td align="char" char=".">40.05</td>
<td align="char" char=".">1.253</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Structure <bold>(A)</bold> and spin densities <bold>(B)</bold> of the quartet Fe(IV)-Oxo-Cz.</p>
</caption>
<graphic xlink:href="fchem-10-896944-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>The single electron occupying molecular orbitals of the quartet Fe(IV)-Oxo-Cz.</p>
</caption>
<graphic xlink:href="fchem-10-896944-g003.tif"/>
</fig>
</sec>
<sec id="s3-1-2">
<title>3.1.2 CH<sub>4</sub> Oxidation Catalyzed by Fe(IV)-Oxo-Corrolazine Under the Field-free Condition</title>
<p>Based on the quartet ground state structure of Fe(IV)-Oxo-Cz, the reaction between Fe(IV)-Oxo-Cz and CH<sub>4</sub> in quartet state in the absence of OEEF was studied. As illustrated in <xref ref-type="fig" rid="F4">Figure 4</xref>; <xref ref-type="table" rid="T2">Table 2</xref>, the terminal O of Fe<bold>&#x2012;</bold>O first abstracts a hydrogen atom of CH<sub>4</sub>, and the bond length of Fe<bold>&#x2012;</bold>O bond increases from 1.615&#xa0;&#xc5; of the reactant complex (RC) to 1.725&#xa0;&#xc5; of the transition state (TS1), while the distance between O atom and H atom decreases significantly from 2.393&#xa0;&#xc5; of RC to 1.187&#xa0;&#xc5; of TS1 to yield O<bold>&#x2012;</bold>H bond, with the energy barrier of 25.44&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup>. With the progress of the reaction, the Fe<bold>&#x2012;</bold>O bond length grows gradually and the O<bold>&#x2012;</bold>H bond length further decreases, yielding the intermediates (INT) of Fe(IV)<bold>&#x2012;</bold>OH and CH<sub>3</sub>&#xb7;. Then the product (P) CH<sub>3</sub>OH is produced through the rebound reaction where the newly formed OH is rapidly rebounded to the CH<sub>3</sub>&#xb7; from Fe-corrolazine. (<xref ref-type="bibr" rid="B12">Cummins et al., 2020</xref>; <xref ref-type="bibr" rid="B33">Huang and Groves, 2017</xref>; <xref ref-type="bibr" rid="B60">Shaik et al., 2004a</xref>). And in this step, the reaction barrier is only 1.98&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup>, and the reaction energy of 40.93&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup> will promote the reaction to the right.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>The predicted reaction pathway of CH<sub>4</sub> oxidation catalyzed Fe(IV)-Oxo-Cz in the electric field free.</p>
</caption>
<graphic xlink:href="fchem-10-896944-g004.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Selected Bond Lengths (&#xc5;) and the relative electronic energies (&#x394;G, kcal&#xb7;mol<sup>&#x2212;1</sup>) of species involved in the reaction of CH<sub>4</sub> oxidation catalyzed for the quartet of Fe(IV)-Oxo-Cz.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Complexes</th>
<th align="center">d<sub>Fe&#x2012;O</sub>
</th>
<th align="center">d<sub>O&#x2012;H</sub>
</th>
<th align="center">d<sub>C&#x2012;H</sub>
</th>
<th align="center">d<sub>C&#x2012;O</sub>
</th>
<th align="center">&#x394;G</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">RC</td>
<td align="char" char=".">1.615</td>
<td align="char" char=".">2.393</td>
<td align="char" char=".">1.092</td>
<td align="char" char=".">3.478</td>
<td align="char" char=".">0.00</td>
</tr>
<tr>
<td align="left">TS1</td>
<td align="char" char=".">1.725</td>
<td align="char" char=".">1.187</td>
<td align="char" char=".">1.353</td>
<td align="char" char=".">2.540</td>
<td align="char" char=".">25.44</td>
</tr>
<tr>
<td align="left">INT</td>
<td align="char" char=".">1.780</td>
<td align="char" char=".">0.979</td>
<td align="char" char=".">2.166</td>
<td align="char" char=".">3.142</td>
<td align="char" char=".">15.64</td>
</tr>
<tr>
<td align="left">TS2</td>
<td align="char" char=".">1.811</td>
<td align="char" char=".">0.975</td>
<td align="char" char=".">2.906</td>
<td align="char" char=".">2.880</td>
<td align="char" char=".">17.63</td>
</tr>
<tr>
<td align="left">P</td>
<td align="char" char=".">2.186</td>
<td align="char" char=".">0.968</td>
<td align="char" char=".">1.998</td>
<td align="char" char=".">1.445</td>
<td align="char" char=".">-40.93</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Moreover, considering that the reaction may proceed at different potential energy surfaces, we further calculated the double state potential energy surface. As shown in <xref ref-type="fig" rid="F4">Figure 4</xref> and <xref ref-type="sec" rid="s10">Supplementary Table S4</xref>, the TS1 of the double state is lower than that of the quartet state, indicating that the reaction is a two-state reaction and the reaction is easier to carry out (<xref ref-type="bibr" rid="B59">Schr&#xf6;der et al., 2000</xref>; <xref ref-type="bibr" rid="B68">Stuyver et al., 2020</xref>). However, considering that the quartet state of RC is the ground state, and the quartet state of P is much more stable than the double state, and that when the OEEF with <italic>F</italic>
<sub>z1</sub> &#x3d; &#x2212;0.010 a.u. is applied, the energy order of the quartet and double states of reactant dose not changed and there is no energy crossing points along the reaction pathway, so we further study the effect of OEEFs on the reaction in quartet state in detail. For comparison, we also selected the representative external electric fields &#x2212;0.010, &#x2212;0.004, &#x2212;0.002, &#x2b;0.002, &#x2b;0.004, and &#x2b;0.010 a.u. for the calculations of the double state reaction, as shown in <xref ref-type="sec" rid="s10">Supplementary Tables S5, S6</xref>.&#x201d; As shown in <xref ref-type="sec" rid="s10">Supplementary Table S7</xref>, the OEEF does not change the rate-determining step of the reaction.</p>
</sec>
</sec>
<sec id="s3-2">
<title>3.2 OEEFs Regulating the Reaction Mechanism</title>
<sec id="s3-2-1">
<title>3.2.1 The Effect of OEEF on the Stabilities of the RC and TS1</title>
<p>In order to explore the regulation mechanism of OEEFs in the reaction, we first systematically studied the effect of OEEFs on the TS1 of the reaction. As shown in <xref ref-type="fig" rid="F5">Figure 5A</xref>, due to the application of OEEFs, the relative energies of the reaction TS1 change significantly. For <italic>F</italic>
<sub>z</sub> &#x3e; 0, the structure of TS1 is stabilized by OEEFs, and its relative energy decreases with the increase of the electric field intensity. While for <italic>F</italic>
<sub>z</sub> &#x3c; 0, OEEFs in different directions have different effects on the TS1. For <italic>F</italic>
<sub>z1</sub>, when it is in the range of 0 &#x223c; &#x2212;0.002 a.u., the TS1 is destabilized by the OEEF, and its relative energy increases with the increase of the electric field intensity. However, as the electric field intensity further increases more than -0.002 a.u. the TS1 is stabilized by the OEEF again, and its relative energy decreases with the increase of the electric field intensity. For <italic>F</italic>
<sub>z2</sub>, the TS1 is always stabilized by the OEEF, and its relative energy decreases with the increase of the electric field intensity.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Plots of the relative energies <bold>(A)</bold> and the dipole moments <bold>(B)</bold> of the TS1 as a function of the applied OEEFs. The inset is the enlarged view at <italic>F</italic>
<sub>z1</sub> and <italic>F</italic>
<sub>z2</sub> &#x3d; &#x2212;0.005 a.u. to 0 a.u. black curve for <italic>F</italic>
<sub>z1</sub> and blue curve for <italic>F</italic>
<sub>z2</sub>.</p>
</caption>
<graphic xlink:href="fchem-10-896944-g005.tif"/>
</fig>
<p>To explore the essential reason for the stability change of the TS1 effected by OEEFs, the dipole moments in z orientation of the TS1 of Fe(IV)-Oxo-Cz and CH<sub>4</sub> at different electric field intensities are analyzed. As shown in <xref ref-type="fig" rid="F5">Figure 5B</xref>, for <italic>F</italic>
<sub>z1</sub> &#x3e; 0, the dipole moment in z1 direction of the TS1 increases from -1.06 D in the electric field free to -8.58 D in <italic>F</italic>
<sub>z1</sub> &#x3d; &#x2b;0.010 a.u. Therefore, the TS1 is stabilized by the applied OEEFs originating from the attractive interaction between the increased dipole moment in z1 direction and the OEEF. When the OEEF is reversed to <italic>F</italic>
<sub>z1</sub> &#x3c; 0, the interaction between the dipole moment and the OEEF becomes complex. For &#x2212;0.002 a.u. &#x3c; <italic>F</italic>
<sub>z1</sub> &#x3c; 0, the OEEF decreases the dipole moment of in z1 direction of the TS1, and the repulsion between <italic>F</italic>
<sub>z1</sub> and the dipole moment of the TS1 destabilizes the TS1. However, when <italic>F</italic>
<sub>z1</sub> becomes more negative, it flips the orientation of the molecular dipole of the TS1. Therefore, the increasing OEEF increases the dipole moment in z1 orientation of the TS1, thus again stabilizing the TS1 originating from the attraction between the increased dipole moment and <italic>F</italic>
<sub>z1</sub>. For <italic>F</italic>
<sub>z2</sub>, the orientation of molecular dipole moment in z2 direction is opposite to the direction of the OEEF, and the dipole moment always increases with the increase of electric field intensity, thus always stabilizing the TS1 of the retion originating from the attractive interaction between the increased dipole moment in z2 direction and the OEEF.</p>
<p>Similar to the TS1, the RC of the reaction of Fe(IV)-Oxo-Cz and CH<sub>4</sub> are also effected by the OEEF remarkably. As shown in <xref ref-type="fig" rid="F6">Figure 6</xref>, for <italic>F</italic>
<sub>z1</sub> and <italic>F</italic>
<sub>z2</sub> &#x3e; 0, the dipole moment in z orientation of the RC increases with the increase of OEEFs. Therefore, the RC is stabilized by OEEFs, originating from the attraction between OEEFs and the increased dipole moment in z orientation. For <italic>F</italic>
<sub>z1</sub> and <italic>F</italic>
<sub>z2</sub> &#x3c; 0, the dipole moment in z orientation first decreases with the increase of the electric field intensity in the initial part of <italic>F</italic>
<sub>z</sub> &#x3c; 0, and then increases with the increase of the electric field intensity, which is more than -0.006 a.u. for <italic>F</italic>
<sub>z1</sub> and -0.002 a.u. for <italic>F</italic>
<sub>z2</sub> resulting from the reverse of the molecular dipole in z direction of the RC. Thus, the RC is first destabilized and then stabilized by OEEFs resulting from the repulsion and attraction between OEEFs and the increased dipole moment in z orientation, respectively.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Plots of the relative energies <bold>(A)</bold> and the dipole moments <bold>(B)</bold> of the RC as a function of the applied OEEFs.</p>
</caption>
<graphic xlink:href="fchem-10-896944-g006.tif"/>
</fig>
</sec>
<sec id="s3-2-2">
<title>3.2.2 The Effect of OEEFs on the Energy Barrier of CH<sub>4</sub> Oxidation Catalyzed by Fe(IV)-Oxo-Corrolazine</title>
<p>The effect of OEEFs on the energy barrier of the reaction of CH<sub>4</sub> oxidation by Fe(IV)-Oxo-Cz is further investigated. As shown in <xref ref-type="table" rid="T3">Table 3</xref>; <xref ref-type="fig" rid="F7">Figure 7</xref>, for <italic>F</italic>
<sub>z1</sub> and <italic>F</italic>
<sub>z2</sub> &#x3e; 0, the energy barriers of the reaction increase with the increase of electric field intensity, because the dipole moments in z direction of the RC and TS1 increase with the increase of electric field intensity, and the dipole moments of the RC is always larger than the TS1 in the electric intensity range, thus resulting in its stronger stabilization by OEEFs. However, for <italic>F</italic>
<sub>z1</sub> and <italic>F</italic>
<sub>z2</sub> &#x3c; 0, the stabilization of the TS1 by OEEFs is always stronger than that of the RC, originating from the stronger dipole moment of the TS1, so the energy barriers of the reaction decrease with the increase of electric field intensity, in which the energy barriers decrease to 17.34 and 21.16&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup> for <italic>F</italic>
<sub>z1</sub> &#x3d; &#x2212;0.010 and <italic>F</italic>
<sub>z2</sub> &#x3d; &#x2212;0.010 a.u., respectively, thus greatly promoting the reaction. Especially for <italic>F</italic>
<sub>z1</sub>, it can more effectively regulate the reaction than <italic>F</italic>
<sub>z2</sub>, resulting from its greater slope of energy barrier curve in <xref ref-type="fig" rid="F7">Figure 7</xref>. Moreover, as its direction is nearly perpendicular to the corrolazine ring, <italic>F</italic>
<sub>z1</sub> can be more easily aligned, thus making it easier to apply in practice.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>The dipole moments of the RC, TS1 and the energy barrier (&#x394;G, kcal&#xb7;mol<sup>&#x2212;1</sup>) of CH<sub>4</sub> oxidation catalyzed by Fe(IV)-Oxo-Cz under different electric field intensities.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">
<italic>F</italic>
<sub>z1</sub> (10<sup>&#x2212;4</sup> a.u.)</th>
<th align="center">&#x2212;100</th>
<th align="center">&#x2212;80</th>
<th align="center">&#x2212;60</th>
<th align="center">&#x2212;40</th>
<th align="center">&#x2212;20</th>
<th align="center">0</th>
<th align="center">20</th>
<th align="center">40</th>
<th align="center">60</th>
<th align="center">80</th>
<th align="center">100</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<italic>&#x3bc;</italic>
<sub>z1</sub> (RC)</td>
<td align="char" char=".">1.76</td>
<td align="char" char=".">0.66</td>
<td align="char" char=".">&#x2212;1.26</td>
<td align="char" char=".">&#x2212;2.23</td>
<td align="char" char=".">&#x2212;3.21</td>
<td align="char" char=".">&#x2212;3.89</td>
<td align="char" char=".">&#x2212;5.28</td>
<td align="char" char=".">&#x2212;6.31</td>
<td align="char" char=".">&#x2212;7.35</td>
<td align="char" char=".">&#x2212;8.40</td>
<td align="char" char=".">&#x2212;9.48</td>
</tr>
<tr>
<td align="left">
<italic>&#x3bc;</italic>
<sub>z1</sub> (TS1)</td>
<td align="char" char=".">4.82</td>
<td align="char" char=".">3.76</td>
<td align="char" char=".">2.48</td>
<td align="char" char=".">1.30</td>
<td align="char" char=".">0.08</td>
<td align="char" char=".">&#x2212;1.06</td>
<td align="char" char=".">&#x2212;2.52</td>
<td align="char" char=".">&#x2212;3.87</td>
<td align="char" char=".">&#x2212;6.04</td>
<td align="char" char=".">&#x2212;7.29</td>
<td align="char" char=".">&#x2212;8.58</td>
</tr>
<tr>
<td align="left">&#x394;G<sub>a1</sub>
</td>
<td align="char" char=".">17.34</td>
<td align="char" char=".">18.89</td>
<td align="char" char=".">19.74</td>
<td align="char" char=".">21.85</td>
<td align="char" char=".">23.77</td>
<td align="char" char=".">25.44</td>
<td align="char" char=".">26.85</td>
<td align="char" char=".">27.95</td>
<td align="char" char=".">28.36</td>
<td align="char" char=".">28.84</td>
<td align="char" char=".">29.31</td>
</tr>
<tr>
<td align="left">
<bold>
<italic>F</italic>
<sub>z2</sub> (10<sup>&#x2212;4</sup> a.u.)</bold>
</td>
<td align="center">&#x2212;100</td>
<td align="center">&#x2212;80</td>
<td align="center">&#x2212;60</td>
<td align="center">&#x2212;40</td>
<td align="center">&#x2212;20</td>
<td align="center">0</td>
<td align="center">20</td>
<td align="center">40</td>
<td align="center">60</td>
<td align="center">80</td>
<td align="center">100</td>
</tr>
<tr>
<td align="left">
<italic>&#x3bc;</italic>
<sub>z2</sub> (RC)</td>
<td align="char" char=".">9.55</td>
<td align="char" char=".">7.20</td>
<td align="char" char=".">4.92</td>
<td align="char" char=".">2.68</td>
<td align="char" char=".">0.46</td>
<td align="char" char=".">&#x2212;1.74</td>
<td align="char" char=".">&#x2212;4.13</td>
<td align="char" char=".">&#x2212;6.24</td>
<td align="char" char=".">&#x2212;8.34</td>
<td align="char" char=".">&#x2212;10.44</td>
<td align="char" char=".">&#x2212;12.56</td>
</tr>
<tr>
<td align="left">
<italic>&#x3bc;</italic>
<sub>z2</sub> (TS1)</td>
<td align="char" char=".">11.50</td>
<td align="char" char=".">9.26</td>
<td align="char" char=".">7.01</td>
<td align="char" char=".">4.74</td>
<td align="char" char=".">2.44</td>
<td align="char" char=".">0.09</td>
<td align="char" char=".">&#x2212;2.32</td>
<td align="char" char=".">&#x2212;4.77</td>
<td align="char" char=".">&#x2212;7.23</td>
<td align="char" char=".">&#x2212;9.70</td>
<td align="char" char=".">&#x2212;12.18</td>
</tr>
<tr>
<td align="left">&#x394;G<sub>a2</sub>
</td>
<td align="char" char=".">21.16</td>
<td align="char" char=".">21.78</td>
<td align="char" char=".">22.60</td>
<td align="char" char=".">23.45</td>
<td align="char" char=".">24.41</td>
<td align="char" char=".">25.44</td>
<td align="char" char=".">26.19</td>
<td align="char" char=".">26.83</td>
<td align="char" char=".">27.44</td>
<td align="char" char=".">27.83</td>
<td align="char" char=".">27.94</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Plots of the relative energy barrier (&#x394;G<sub>a</sub>, kcal&#xb7;mol<sup>&#x2212;1</sup>) of the CH<sub>4</sub> oxidation catalyzed Fe(IV)-Oxo-Cz.</p>
</caption>
<graphic xlink:href="fchem-10-896944-g007.tif"/>
</fig>
</sec>
<sec id="s3-2-3">
<title>3.2.3 OEEFs Optimizing the Process of CH<sub>4</sub> Oxidation Catalyzed by Fe(IV)-Oxo-Corrolazine</title>
<p>As shown in <xref ref-type="table" rid="T4">Table 4</xref>, for <italic>F</italic>
<sub>z1</sub> &#x3c; 0, with the increase of electric field intensity, the negative charge of O atom and the positive charge of H atom in the TS1 decrease, while the O<bold>&#x2012;</bold>H distance increases. Therefore, the ability of H to transfer to O to form stable the OH groups on the corrolazine ring decreases, which is the key process of forming the INT. When the intensity of the electric field reaches -0.010 a.u., both the negative charge of the O atom and the positive charge of the H atom reach the smallest, and the OH distance is the largest. Therefore, before the OH group forming on the corrolazine ring, it directly returns to the C atom through the rebound reaction from the P, as shown in <xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>, thereby simplifying the process of the reaction without passing through the INT to the product, thus avoiding the coupling between the intermediates to generate other products (<xref ref-type="bibr" rid="B9">Cho et al., 2012</xref>), greatly improving the selectivity of the reaction, and being beneficial to industrial applications.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>The O&#x2012;H Lengths (&#xc5;), the NPA charges (&#x7c;e&#x7c;) of the O and H atoms of the TS1 under different electric field intensities.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">
<italic>F</italic>
<sub>z1</sub> (10<sup>&#x2013;4</sup> a.u.)</th>
<th align="center">&#x2212;100</th>
<th align="center">&#x2212;80</th>
<th align="center">&#x2212;60</th>
<th align="center">&#x2212;40</th>
<th align="center">&#x2212;20</th>
<th align="center">0</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">O</td>
<td align="char" char=".">&#x2212;0.402</td>
<td align="char" char=".">&#x2212;0.426</td>
<td align="char" char=".">&#x2212;0.449</td>
<td align="char" char=".">&#x2212;0.471</td>
<td align="char" char=".">&#x2212;0.494</td>
<td align="char" char=".">&#x2212;0.517</td>
</tr>
<tr>
<td align="left">H</td>
<td align="char" char=".">0.317</td>
<td align="char" char=".">0.325</td>
<td align="char" char=".">0.334</td>
<td align="char" char=".">0.343</td>
<td align="char" char=".">0.351</td>
<td align="char" char=".">0.361</td>
</tr>
<tr>
<td align="left">d<sub>O<bold>&#x2012;</bold>H</sub>
</td>
<td align="char" char=".">1.309</td>
<td align="char" char=".">1.281</td>
<td align="char" char=".">1.255</td>
<td align="char" char=".">1.232</td>
<td align="char" char=".">1.210</td>
<td align="char" char=".">1.187</td>
</tr>
<tr>
<td align="left">
<bold>
<italic>Fz2 (10<sup>&#x2013;4</sup> a.u.)</italic>
</bold>
</td>
<td align="center">&#x2212;100</td>
<td align="center">&#x2212;80</td>
<td align="center">&#x2212;60</td>
<td align="center">&#x2212;40</td>
<td align="center">&#x2212;20</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">O</td>
<td align="char" char=".">&#x2212;0.463</td>
<td align="char" char=".">&#x2212;0.474</td>
<td align="char" char=".">&#x2212;0.484</td>
<td align="char" char=".">&#x2212;0.494</td>
<td align="char" char=".">&#x2212;0.505</td>
<td align="char" char=".">&#x2212;0.517</td>
</tr>
<tr>
<td align="left">H</td>
<td align="char" char=".">0.325</td>
<td align="char" char=".">0.331</td>
<td align="char" char=".">0.338</td>
<td align="char" char=".">0.345</td>
<td align="char" char=".">0.353</td>
<td align="char" char=".">0.361</td>
</tr>
<tr>
<td align="left">d<sub>O<bold>&#x2012;</bold>H</sub>
</td>
<td align="char" char=".">1.282</td>
<td align="char" char=".">1.263</td>
<td align="char" char=".">1.245</td>
<td align="char" char=".">1.226</td>
<td align="char" char=".">1.207</td>
<td align="char" char=".">1.187</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
</sec>
<sec id="s4">
<title>4 Conclusion</title>
<p>Extensive density functional calculations have been carried out to explore the CH<sub>4</sub> oxidation reaction catalyzed by Fe(IV)-Oxo-Cz and its regulatory mechanism by OEEFs. The calculations show one H atom of CH<sub>4</sub> is captured by Fe(IV)-Oxo-Cz to form INT, in which OH group is connecting on the corrolazine ring, and then the product methanol is formed through the following rebound reaction. And the energy barrier of the reaction is 25.44&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup>. Moreover, the energy barrier can be reduced to 20.72&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup> through a two-state reaction pathway. To facilitate the reaction, we applied OEEFs <italic>F</italic>
<sub>z1</sub> and <italic>F</italic>
<sub>z2</sub> along the Fe<bold>&#x2012;</bold>O axis and the O<bold>&#x2012;</bold>H axis to modulate the reaction, respectively. When the positive OEEFs are applied, the energy barrier of the reaction increases with the increase of the electric field intensity. However, while flipping OEEFs to the negative direction, the energy barrier of the reaction decreases with the increase of the electric field intensity originating from the interaction of electric field-molecular dipole moment, which can facilitate the reaction. Especially, the <italic>F</italic>
<sub>z1</sub> is easier be applied in practice because its direction is along the intrinsic Fe<bold>&#x2012;</bold>O reaction axis approximately perpendicular to the corrolazine ring, and it can effectively modulate the ability of forming the OH on the corrolazine ring by adjusting the charge of O and H atoms. When its intensity is &#x2212;0.010 a.u., <italic>F</italic>
<sub>z1</sub> can simplify the reaction path to directly form the reaction product from the transition state without passing through the intermediate, with only an energy barrier of 17.34&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup>, in which the OH is directly rebounded to CH<sub>3</sub>&#xb7; before it is connecting on the corrolazine ring, thus greatly improving the selectivity of the reaction.</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/<xref ref-type="sec" rid="s10">Supplementary Material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>CZ, J-XL, and HW directed the research. JW conducted DFT calculations. JW and TL analyzed the data. All the authors discussed the results and co-write the manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the National Science Foundation of China (Nos. 21963005, 21763006), Natural Science Foundation of Guizhou University (No. [2021]40 and [2020]32).</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>
<sec id="s10">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fchem.2022.896944/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fchem.2022.896944/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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