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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">1061624</article-id>
<article-id pub-id-type="doi">10.3389/fchem.2022.1061624</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>Assessment of host&#x2013;guest molecular encapsulation of eugenol using &#x3b2;-cyclodextrin</article-title>
<alt-title alt-title-type="left-running-head">Freitas 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/fchem.2022.1061624">10.3389/fchem.2022.1061624</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Freitas</surname>
<given-names>Camila Auad Beltr&#xe3;o de</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2065117/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Costa</surname>
<given-names>Clauber Henrique Souza</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1229475/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>da Costa</surname>
<given-names>Kau&#xea; Santana</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1115115/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>da Paz</surname>
<given-names>Simone Patr&#xed;cia Aranha</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Silva</surname>
<given-names>Jos&#x00E9; Rog&#x00E9;rio A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1492120/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alves</surname>
<given-names>Cl&#xe1;udio Nahum</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lameira</surname>
<given-names>Jer&#xf4;nimo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1283160/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Laborat&#xf3;rio de Planejamento e Desenvolvimento de F&#xe1;rmacos</institution>, <institution>Instituto de Ci&#xea;ncias Exatas e Naturais</institution>, <institution>Universidade Federal do Par&#xe1;</institution>, <addr-line>Bel&#xe9;m</addr-line>, <addr-line>Par&#xe1;</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Laborat&#xf3;rio de Simula&#xe7;&#xe3;o Computacional</institution>, <institution>Instituto de Biodiversidade</institution>, <institution>Universidade Federal do Oeste do Par&#xe1;</institution>, <institution>Unidade Tapaj&#xf3;s</institution>, <addr-line>Santar&#xe9;m</addr-line>, <addr-line>Par&#xe1;</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Laborat&#xf3;rio de Caracteriza&#xe7;&#xe3;o Mineral</institution>, <institution>Universidade Federal do Par&#xe1;</institution>, <addr-line>Bel&#xe9;m</addr-line>, <addr-line>Par&#xe1;</addr-line>, <country>Brazil</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/102784/overview">William Tiznado</ext-link>, Andres Bello University, Chile</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/1821217/overview">Venkatesan Thimmakondu</ext-link>, San Diego State University, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1624330/overview">Israel V. M. V. Enoch</ext-link>, Karunya Institute of Technology and Sciences, India</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/851627/overview">Osvaldo Andres Y&#xe1;&#xf1;ez Osses</ext-link>, University of the Americas, Chile</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Jer&#xf4;nimo Lameira, <email>lameira@ufpa.br</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>ORCID: Camila Auad Beltr&#xe3;o de Freitas, <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0003-1765-7925">orcid.org/0000-0003-1765-7925</ext-link>; Clauber Henrique Souza da Costa, <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0002-6915-1056">orcid.org/0000-0002-6915-1056</ext-link>; Simone Patr&#xed;cia Aranha da Paz, <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0002-5880-7638">orcid.org/0000-0002-5880-7638</ext-link>; Cl&#xe1;udio Nahum Alves, <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0001-6576-4229">orcid.org/0000-0001-6576-4229</ext-link>; Jos&#x00E9; Rog&#x00E9;rio A. Silva: <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0003-2310-5107">orcid.org/0000-0003-2310-5107</ext-link>; Kau&#xea; S. da Costa, <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0002-2735-8016">orcid.org/0000-0002-2735-8016</ext-link>; Jer&#xf4;nimo Lameira: <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0001-7270-1517">orcid.org/0000-0001-7270-1517</ext-link>
</p>
</fn>
<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>09</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1061624</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Freitas, Costa, da Costa, da Paz, Silva, Alves and Lameira.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Freitas, Costa, da Costa, da Paz, Silva, Alves and Lameira</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>Eugenol is a natural compound with well-known repellent activity. However, its pharmaceutical and cosmetic applications are limited, since this compound is highly volatile and thermolabile. Nanoencapsulation provides protection, stability, conservation, and controlled release for several compounds. Here, eugenol was included in &#x03B2;-cyclodextrin, and the complex was characterized through X-ray diffraction analysis (XRD) and Fourier-transform infrared spectroscopy (FTIR). Additionally, we used molecular dynamics simulations to explore the eugenol&#x2013;&#x03B2;-cyclodextrin complex stability with temperature increases. Our computational result demonstrates details of the molecular interactions and conformational changes of the eugenol&#x2013;&#x03B2;-cyclodextrin complex and explains its stability between temperatures 27&#x00B0;C and 48&#x00B0;C, allowing its use in formulations that are subjected to varied temperatures.</p>
</abstract>
<kwd-group>
<kwd>repellents</kwd>
<kwd>nanoencapsulation</kwd>
<kwd>eugenol</kwd>
<kwd>molecular dynamics</kwd>
<kwd>molecular modeling</kwd>
</kwd-group>
<contract-sponsor id="cn001">Coordena&#xe7;&#xe3;o de Aperfei&#xe7;oamento de Pessoal de N&#xed;vel Superior<named-content content-type="fundref-id">10.13039/501100002322</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Conselho Nacional de Desenvolvimento Cient&#xed;fico e Tecnol&#xf3;gico<named-content content-type="fundref-id">10.13039/501100003593</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">Pr&#xf3;-Reitoria de Pesquisa e P&#xf3;s-Gradua&#xe7;&#xe3;o, Universidade Federal do Par&#xe1;<named-content content-type="fundref-id">10.13039/100017425</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Mosquitos are the main vectors of viral diseases that manifest predominantly in tropical and subtropical regions of the world, such as dengue, yellow fever, zika, and chikungunya (<xref ref-type="bibr" rid="B68">Paix&#xe3;o et al., 2018</xref>; <xref ref-type="bibr" rid="B42">Higuera and Ram&#xed;rez, 2019</xref>; <xref ref-type="bibr" rid="B10">Barreto-Vieira et al., 2020</xref>). The chemical protection conferred by repellents against mosquitos has been an effective alternative to prevent their contact with the human skin (<xref ref-type="bibr" rid="B71">Ray, 2015</xref>; <xref ref-type="bibr" rid="B59">Mapossa et al., 2021</xref>). Natural products remain an interesting source of new bioactive compounds with different applications (<xref ref-type="bibr" rid="B72">Rayan et al., 2017</xref>; <xref ref-type="bibr" rid="B35">Gal&#xfa;cio et al., 2019</xref>; <xref ref-type="bibr" rid="B29">Do Nascimento et al., 2020</xref>; <xref ref-type="bibr" rid="B67">Newman and Cragg, 2020</xref>; <xref ref-type="bibr" rid="B80">Santana et al., 2021</xref>), and these structures have been widely investigated as a repellent against mosquitos (<xref ref-type="bibr" rid="B86">Tabanca et al., 2016</xref>; <xref ref-type="bibr" rid="B22">da Costa et al., 2019a</xref>). However, these compounds have been reported to have a short shelf life, in part, due to their volatile nature (<xref ref-type="bibr" rid="B50">Kayaci et al., 2013</xref>; <xref ref-type="bibr" rid="B87">Tan et al., 2019</xref>; <xref ref-type="bibr" rid="B12">Beltr&#xe1;n Sanahuja and Vald&#xe9;s Garc&#xed;a, 2021</xref>). Eugenol (4-allyl-2-methoxyphenol) is a volatile and lipophilic phenolic natural compound belonging to the class of phenylpropanoid, and it is mainly found in the essential oils of plants. Eugenol can be also produced synthetically by the allylation of guaiacol with allyl chloride (<xref ref-type="bibr" rid="B64">Moyer et al., 2002</xref>; <xref ref-type="bibr" rid="B54">Kuskoski et al., 2003</xref>). Eugenol is responsible for clove aroma, and it is well known for to its wide range of biological activities, such as antibacterial, antioxidant, anesthetic, and anti-inflammatory (<xref ref-type="bibr" rid="B43">Jaganathan et al., 2011</xref>; <xref ref-type="bibr" rid="B49">Kamatou et al., 2012</xref>; <xref ref-type="bibr" rid="B78">Roth-Walter et al., 2014</xref>; <xref ref-type="bibr" rid="B96">Xu et al., 2016</xref>; <xref ref-type="bibr" rid="B60">Mateen et al., 2019</xref>; <xref ref-type="bibr" rid="B61">Methods, 2021</xref>). The U S Food and Drug Administration also considers eugenol as a safe food additive for human use (<xref ref-type="bibr" rid="B49">Kamatou et al., 2012</xref>; <xref ref-type="bibr" rid="B31">El-Saber Batiha et al., 2020</xref>), and studies have demonstrated that eugenol has efficient repellent activity against different mosquitos species, such as <italic>Aedes aegypti</italic> (<xref ref-type="bibr" rid="B62">Miot et al., 2011</xref>; <xref ref-type="bibr" rid="B3">Afify and Potter, 2020</xref>), <italic>Culex quinquefasciatus</italic> (<xref ref-type="bibr" rid="B2">Afify et al., 2019</xref>), and <italic>Anopheles gambiae</italic> (<xref ref-type="bibr" rid="B57">Lupi et al., 2013</xref>; <xref ref-type="bibr" rid="B88">Thomas et al., 2017</xref>).</p>
<p>Several experimental studies have reported the formation of inclusion complexes of eugenol with encapsulating agents, such as &#x3b2;-cyclodextrin, to reduce the undesirable effects (localized irritation of the skin and allergic contact dermatitis), increase its aqueous solubility, and prolong its biological activity (<xref ref-type="bibr" rid="B98">Yang and Song, 2005</xref>; <xref ref-type="bibr" rid="B1">Abarca et al., 2016</xref>; <xref ref-type="bibr" rid="B38">Gong et al., 2016</xref>; <xref ref-type="bibr" rid="B52">Kfoury et al., 2018</xref>; <xref ref-type="bibr" rid="B25">de Freitas et al., 2021</xref>). &#x3b2;-cyclodextrin (cyclohepta-amylose) is a cyclic oligosaccharide formed by D-glucose monomers which are produced by the enzymatic degradation of starch (<xref ref-type="bibr" rid="B85">Szejtli, 1998</xref>; <xref ref-type="bibr" rid="B95">W&#xfc;pper et al., 2021</xref>), and it is particularly interesting for the encapsulation of volatile compounds, thus representing a viable and efficient strategy to retain and modulate the release of volatile and hydrophobic compounds (<xref ref-type="bibr" rid="B1">Abarca et al., 2016</xref>; <xref ref-type="bibr" rid="B52">Kfoury et al., 2018</xref>; <xref ref-type="bibr" rid="B100">Zheng et al., 2020</xref>). Cyclodextrin inclusion complexation is widely used in food, cosmetics, agrochemical, and pharmaceutical industries to increase the stability of several volatile organic compounds due to its hydrophobic cavities and hydrophilic exterior (<xref ref-type="bibr" rid="B56">Loftsson and Brewster, 1996</xref>; <xref ref-type="bibr" rid="B85">Szejtli, 1998</xref>; <xref ref-type="bibr" rid="B66">Muthu Vijayan Enoch and Swaminathan, 2004</xref>; <xref ref-type="bibr" rid="B32">Enoch and Swaminathan, 2005</xref>; <xref ref-type="bibr" rid="B97">Xu et al., 2021</xref>), which creates a physical barrier between the nucleus and the shell materials (<xref ref-type="bibr" rid="B5">Anaya-Castro et al., 2017</xref>).</p>
<p>The &#x3b1;-, &#x3b2;-, and &#x3b3;-cyclodextrins are subclasses of cyclodextrins widely used for nanoencapsulation, and they could be differentiated by the presence of 6, 7, and 8 glucopyranose units, respectively, that determine the size of their internal cavity (<xref ref-type="bibr" rid="B85">Szejtli, 1998</xref>; <xref ref-type="bibr" rid="B79">Saha et al., 2016</xref>; <xref ref-type="bibr" rid="B44">Jansook et al., 2018</xref>). These cyclodextrins have a truncated cone-shaped molecular form, and their hydrophobic cavities have a remarkable ability to form non-covalent inclusion complexes with a variety of compounds (<xref ref-type="bibr" rid="B55">Lee et al., 2020</xref>; <xref ref-type="bibr" rid="B69">Pena et al., 2022</xref>). During the formation of an inclusion complex, water molecules are displaced to the outside of the lipophilic cavity, due to the presence of new lipophilic guest molecules that induce a new equilibrium (<xref ref-type="bibr" rid="B5">Anaya-Castro et al., 2017</xref>). This water displacement and the formation of a stable complex depends on the binding forces present in the inclusion complex (e.g., hydrophobic interactions, van der Waals attractions, hydrogen bonds, and electrostatic interactions) and temperature (<xref ref-type="bibr" rid="B4">Alvira, 2018</xref>; <xref ref-type="bibr" rid="B55">Lee et al., 2020</xref>).</p>
<p>Temperature is an important variable to assess the stability of the inclusion complexes, and understanding its influences on the formation of intermolecular interactions and mass loss is crucial to the experimental tests that evaluate the repellent efficiency (<xref ref-type="bibr" rid="B51">Kayaci and Uyar, 2011</xref>; <xref ref-type="bibr" rid="B1">Abarca et al., 2016</xref>; <xref ref-type="bibr" rid="B19">Celebioglu et al., 2018</xref>). Several studies have performed computational analyses to investigate the formation of inclusion complexes formed between the oligosaccharides and the natural products (<xref ref-type="bibr" rid="B27">de Sousa et al., 2016</xref>; <xref ref-type="bibr" rid="B65">Mustafa et al., 2021</xref>; <xref ref-type="bibr" rid="B73">Rezaeisadat et al., 2021</xref>). Similarly, experimental studies have investigated the formation of these complexes between eugenol and its derivates with &#x3b2;-cyclodextrin (<xref ref-type="bibr" rid="B4">Alvira, 2018</xref>; <xref ref-type="bibr" rid="B46">Joardar et al., 2020</xref>) and have identified a slower controlled release of eugenol at elevated temperatures, such as 50&#xb0;C, 75&#xb0;C, and 100&#xb0;C (<xref ref-type="bibr" rid="B50">Kayaci et al., 2013</xref>; <xref ref-type="bibr" rid="B19">Celebioglu et al., 2018</xref>).</p>
<p>In the present study, we analyzed the eugenol&#x2013;&#x3b2;-cyclodextrin inclusion complex through X-ray diffraction analysis (XRD) and Fourier-transform infrared spectroscopy (FTIR) and its chemical stability and binding affinity using molecular dynamics (MD) simulations and binding free energy calculations, respectively. The representative structures of the analyzed systems are shown in <xref ref-type="sec" rid="s9">Supplementary Figure S1</xref>.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<sec id="s2-1">
<title>Chemical reagents</title>
<p>The eugenol (CAS: 97-53-0, medium molecular weight: 164.2&#xa0;g/ml, and purity: 99%) and the commercial &#x3b2;-cyclodextrin (CAS: 7585-39-9, medium molecular weight: 1,134.98&#xa0;g/ml, and purity: 97%) were obtained from Sigma Aldrich Laboratory (S&#xe3;o Paulo, Brazil).</p>
</sec>
<sec id="s2-2">
<title>Synthesis of inclusion complexes</title>
<p>The inclusion complex was formed through co-precipitation and solvent evaporation (<xref ref-type="bibr" rid="B9">Ayala-Zavala et al., 2008</xref>), in which the hydroalcoholic solution of &#x3b2;-cyclodextrin was incorporated into an alcoholic solution of eugenol to obtain molar ratios 1:1, 2:1, and 2:3 in duplicate, to compare and analyze the influence of concentration molars in the final product of the complexes. The physical mixture was obtained by maceration, in grade and pistil, until the formation of a paste and homogenized for 15&#xa0;min; then, it was allowed to rest for 24&#xa0;h in an isolated environment, dried at 50&#xb0;C for 12&#xa0;h, and stored as other inclusion complexes.</p>
</sec>
<sec id="s2-3">
<title>Characterization of the inclusion complexes</title>
<sec id="s2-3-1">
<title>X-ray diffraction</title>
<p>The measurements were recorded in a divergent beam diffractometer (model: Empyrean from PANalytical) with a &#x3b8;&#x2013;&#x3b8; goniometer, ceramic X-ray tube sealed with a cobalt anode, monochromatic radiation of Co-K&#x3b1;1 (&#x3bb; &#x3d; 1.789 &#x2033;A"), long fine focus 1800W, and a Fe k&#x3b2; filter. The detector PIXel3D 2 &#xd7; 2 area was used with an active length of 3.3473&#xb0; (2&#x3b8;&#x2013;2Theta) and 255 active channels. The following instrumental conditions were applied in the analyses: voltage of 40&#xa0;kV and current of 40&#xa0;mA, solar encapsulation slits of 0.04&#xb0;rad (in the incident and diffracted beams), 2&#xb0;&#x2013;80&#xb0; (2&#x3b8;) sweep range, and 0.04&#xb0; step size in 2&#x3b8; with 1s time/step in continuous scan mode. Phase identification was performed using PANalytical&#x2019;s HighScore Plus 4.8.0 software.</p>
<p>Powder X-ray diffractometry is a useful method to confirm the formation of complex powder or microcrystalline states; therefore, the XRD technique is only applied to materials (solid-state matter). In the present study, it was applied to analyze the materials: free &#x3b2;-cyclodextrin (&#x3b2;-CD), eugenol&#x2013;&#x3b2;-cyclodextrin (EG-&#x3b2;-CD) complexes, and physical mixture (PM).</p>
</sec>
</sec>
<sec id="s2-4">
<title>Fourier transform infrared spectrometry</title>
<p>The spectroscopic investigations were performed to identify the functional groups of the eugenol&#x2013;&#x3b2;-cyclodextrin complex in the middle infrared spectral region&#x2014;Middle-IR (4,000&#x2013;400&#xa0;cm<sup>&#x2212;1</sup>)&#x2014;using a Thermo Scientific Fourier transform infrared spectrometer (model: Nicolet iS50 FTIR), a KBr (potassium bromide) beam splitter, an IR source, and a KBr DTGS detector. The measurements were obtained by transmission with KBr pellets (0.15&#xa0;g) &#x2b; sample (0.002&#xa0;g), with an average of 100 scans and a resolution of 8&#xa0;cm<sup>&#x2212;1</sup>. Data were acquired using OMNIC software. As a pre-treatment, the samples were dried at 105&#xb0;C for 24&#xa0;h.</p>
</sec>
<sec id="s2-5">
<title>Molecular modeling studies</title>
<sec id="s2-5-1">
<title>Molecular docking</title>
<p>To investigate the most stable conformation of eugenol in complex with &#x3b2;-cyclodextrin, we performed molecular docking using AutoDock Vina (<xref ref-type="bibr" rid="B89">Trott and Olson, 2009</xref>). This computational method allowed us to describe the molecular interactions of the eugenol with the internal cavity (lipophilic) and external surface (hydrophilic) of the &#x3b2;-cyclodextrin nanoparticle. Herein, we used the crystallographic structure of &#x3b2;-cyclodextrin (PDB code: 3EDJ) as the starting point to perform the simulations (<xref ref-type="bibr" rid="B16">Buedenbender and Schulz, 2009</xref>). We used the following spatial coordinates for the docking grid: X &#x3d; 69.62, Y &#x3d; 67.16, and Z &#x3d; 40.77, with dimensions of X &#x3d; 40, Y &#x3d; 40, and Z &#x3d; 40&#xa0;&#xc5;. The docking simulations were performed with 10 runs, and a total of 10 conformations per compound were set to perform the docking. The formation of the intermolecular interactions, such as H-bond, &#x3c0;-interactions, and hydrophobic interactions, were analyzed using BIOVIA Discovery Studio (<xref ref-type="bibr" rid="B13">BIOVIA, 2017</xref>).</p>
</sec>
<sec id="s2-5-2">
<title>Molecular dynamics simulations</title>
<p>To perform the MD simulations, we selected the lowest energy structure of the eugenol/&#x3b2;-cyclodextrin complex obtained from the docking simulations. First, the atomic charges of eugenol were calculated using the restrained electrostatic potential atomic partial charges (RESP) protocol (<xref ref-type="bibr" rid="B93">Wang et al., 2000</xref>; <xref ref-type="bibr" rid="B94">Wang et al., 2004</xref>) using the Hartree&#x2013;Fock method with the 6-31G&#x2a; basis set (<xref ref-type="bibr" rid="B11">Bayly et al., 1993</xref>) available in the Gaussian09 program (<xref ref-type="bibr" rid="B34">Frisch et al., 2009</xref>). The carbohydrate force field Glycam06 (<xref ref-type="bibr" rid="B53">Kirschner et al., 2008</xref>) was used to treat &#x3b2;-cyclodextrin, and the general AMBER force field (GAFF) was used to treat the complex formed with the eugenol (<xref ref-type="bibr" rid="B94">Wang et al., 2004</xref>). The complex was solvated in a cubic water box using the TIP3P model (<xref ref-type="bibr" rid="B47">Jorgensen et al., 1983</xref>; <xref ref-type="bibr" rid="B48">Jorgensen et al., 1996</xref>), and the distance between the box wall and atoms of the system was set to 12.0&#xa0;&#xc5;.</p>
<p>The geometry and the inter- and intra-atomic distances of hydrogen molecules, water molecules, and the eugenol&#x2013;&#x3b2;-cyclodextrin complex were optimized in seven minimization steps using 100,000 cycles of steepest descent and the conjugate gradient method (<xref ref-type="bibr" rid="B41">Hestenes and Stiefel, 1952</xref>). The &#x3b2;-cyclodextrin&#x2013;eugenol complex was investigated in four different temperatures: 27&#xb0;C, 38&#xb0;C, 48&#xb0;C, and 58&#xb0;C. In the MD simulations, the systems were heated to their final temperature (300&#xa0;K) to equilibrate the density and maintain the constant pressure (1&#xa0;atm). The SHAKE algorithm (<xref ref-type="bibr" rid="B6">AndersenRattle, 1983</xref>) was applied for all hydrogen molecules of the analyzed systems. A total time of 50 ns of MD simulation was performed using NPT ensemble.</p>
</sec>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and discussion</title>
<sec id="s3-1">
<title>Experimental characterization of inclusion complexes</title>
<sec id="s3-1-1">
<title>X-ray diffraction (XRD)</title>
<p>The diffraction pattern of the &#x3b2;-cyclodextrin&#x2013;eugenol complexes in different stoichiometric proportions showed a similar trend, demonstrating only some different intensities between the 2:3 ratio and the others, in which the peaks are presented in greater intensity, in 3600 counts (<xref ref-type="fig" rid="F1">Figure 1</xref>). However, all analyzed complexes show considerable differences when compared to the diffraction pattern of free &#x3b2;-cyclodextrin and the physical mixture (<xref ref-type="fig" rid="F1">Figure 1</xref>). The free &#x3b2;-cyclodextrin diffractogram presents many Bragg reflections, highlighting the high-intensity peaks in &#x00B0;2&#x3b8; (CoK&#x3b1;): 5.3&#xb0;, 10.5&#xb0;, 12.4&#xb0;, 14.8&#xb0;, 18.2&#xb0;, 22.1&#xb0;, and 26.8&#xb0;, as observed in studies carried out with &#x3b2;-cyclodextrin and other guests (<xref ref-type="bibr" rid="B92">Wang et al., 2011</xref>; <xref ref-type="bibr" rid="B38">Gong et al., 2016</xref>; <xref ref-type="bibr" rid="B99">Yang et al., 2016</xref>; <xref ref-type="bibr" rid="B45">Jiang et al., 2019</xref>), having as characteristic peak the angle &#x00B0;2&#x3b8; at 5.3&#xb0; provided by the database of software used.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Diffraction patterns of free &#x3b2;-cyclodextrin (&#x3b2;-CD), inclusion complex of eugenol&#x2013;&#x3b2;-cyclodextrin in a 1:1 ratio, inclusion complex of eugenol&#x2013;&#x3b2;-cyclodextrin in a 2:1 ratio, inclusion complex of eugenol&#x2013;&#x3b2;-cyclodextrin in a 2:3 ratio, and physical mixture (PM) were analyzed using the diffractograms.</p>
</caption>
<graphic xlink:href="fchem-10-1061624-g001.tif"/>
</fig>
<p>We found a significant difference between the diffractograms of free &#x3b2;-cyclodextrin and the &#x3b2;-cyclodextrin and eugenol complexes, indicating the occurrence of encapsulation and the interaction between eugenol and &#x3b2;-cyclodextrin, given a reordering in the crystal structure, by the disappearance of peaks in 10.5&#x00B0; and 12.4 &#x00B0;2&#x3b8; (CoK&#x3b1;) and contraction of the unit cell with decreasing dhkl, that is, by increasing the angle, as observed for 6.8, 13.7, 21.2&#x00B0; and 24.4 &#x00B0;2&#x3b8; (CoK&#x3b1;), data that corroborate the results previously found (<xref ref-type="bibr" rid="B98">Yang and Song, 2005</xref>; <xref ref-type="bibr" rid="B1">Abarca et al., 2016</xref>; <xref ref-type="bibr" rid="B30">Dos Passos Menezes et al., 2017</xref>), which may be associated with changes in the molecular organization of &#x3b2;-cyclodextrin during the production of complexes.</p>
<p>The peak shifts indicate that the diffraction pattern of free &#x3b2;-cyclodextrin was altered when the eugenol was incorporated into the host molecule cavity. In studies that present the physical mixture diffractogram between eugenol and &#x3b2;-cyclodextrin, crystalline peaks of &#x3b2;-cyclodextrin were detected at a lower intensity, indicating that there was no marked difference in the crystalline form of &#x3b2;-cyclodextrin (<xref ref-type="bibr" rid="B1">Abarca et al., 2016</xref>; <xref ref-type="bibr" rid="B38">Gong et al., 2016</xref>), as seen in <xref ref-type="fig" rid="F2">Figure 2</xref>. Furthermore, it is also important to note that the peak intensities in the eugenol&#x2013;&#x3b2;-cyclodextrin complex were attenuated in relation to the same peaks in the free &#x3b2;-cyclodextrin spectrum, indicating greater structural disorder or loss in the degree of crystallinity for the complex (<xref ref-type="fig" rid="F2">Figure 2</xref>). This fact is attributed to the rapid precipitation of the complex during preparation, which makes regular crystal growth insufficient (<xref ref-type="bibr" rid="B98">Yang and Song, 2005</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Diffraction patterns of free &#x3b2;-cyclodextrin (&#x3b2;-CD), eugenol&#x2013;&#x3b2;-cyclodextrin (EG-&#x3b2;-CD) complex, and physical mixture (PM) were analyzed using the diffractograms.</p>
</caption>
<graphic xlink:href="fchem-10-1061624-g002.tif"/>
</fig>
<p>In this analysis, the diffractograms of the pure species were compared with the values obtained of the complex (<xref ref-type="bibr" rid="B17">Cao et al., 2005</xref>). The differences obtained from the analyses, such as the appearance or disappearance of peaks or changes in relative intensities, evidenced the formation of the inclusion complex since the principle of the complexation is associated with an increase in the degree of amorphization of the substances involved in the formation of the complex in the solid-state (<xref ref-type="bibr" rid="B74">Ribeiro et al., 2008</xref>; <xref ref-type="bibr" rid="B36">Gao et al., 2020</xref>).</p>
</sec>
<sec id="s3-1-2">
<title>Fourier transform infrared spectrometry (FTIR)</title>
<p>The FTIR technique is a very helpful tool to prove the interaction of both guest and host molecules in their inclusion complexes in a solid phase (<xref ref-type="bibr" rid="B83">Singh et al., 2010</xref>). <xref ref-type="fig" rid="F3">Figure 3</xref> shows the FTIR spectra for 1) &#x3b2;-cyclodextrin, 2) physical mixture of eugenol and &#x3b2;-cyclodextrin, 3) inclusion complex of eugenol&#x2013;&#x3b2;-cyclodextrin in a 1:1 ratio, 4) inclusion complex of eugenol&#x2013;&#x3b2;-cyclodextrin in a 2:1 ratio, and 5) inclusion complex of eugenol&#x2013;&#x3b2;-cyclodextrin in a 2:3 ratio. The spectra bands which characterize the absorption regions of &#x3b2;-cyclodextrin are associated with the stretches, referring to the symmetric and asymmetric deformation of the hydroxyl group (OH) in the range of 3,600&#x2013;3,000&#xa0;cm<sup>&#x2212;1</sup>, that showed the characteristic bands of primary and secondary OH groups in 3384.57&#xa0;cm<sup>&#x2212;1</sup>.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Comparison between the FTIR spectra for the &#x3b2;-cyclodextrin, physical mixture of eugenol and &#x3b2;-cyclodextrin, inclusion complex of eugenol&#x2013;&#x3b2;-cyclodextrin in a 1:1 ratio, inclusion complex of eugenol&#x2013;&#x3b2;-cyclodextrin in a 2:1 ratio, and inclusion complex of eugenol&#x2013;&#x3b2;-cyclodextrin in a 2:3 ratio.</p>
</caption>
<graphic xlink:href="fchem-10-1061624-g003.tif"/>
</fig>
<p>We also observed the CH bands of the &#x3b2;-cyclodextrin ring and methyl groups in the range of 2,940&#x2013;2,840&#xa0;cm<sup>&#x2212;1</sup>. These results were also described in previous studies (<xref ref-type="bibr" rid="B19">Celebioglu et al., 2018</xref>; <xref ref-type="bibr" rid="B39">Hadian et al., 2018</xref>), and the bands between 1,700&#xa0;cm<sup>&#x2212;1</sup> and 1,600&#xa0;cm<sup>&#x2212;1</sup> are associated with HOH bonds which are also abundant in the compound (<xref ref-type="bibr" rid="B1">Abarca et al., 2016</xref>). IR spectra are particularly sensitive to the presence of water; therefore, the spectral region of interest presents this contribution assigned to the HOH bending mode (<xref ref-type="bibr" rid="B90">Venuti et al., 2015</xref>). In addition, the spectra display the OH bending vibration in the range of 1,030&#x2013;1,015&#xa0;cm<sup>&#x2212;1</sup> and C-O-C stretch, between 1,159 and 1,143&#xa0;cm<sup>&#x2212;1</sup>. These elongation vibrations were described previously in the literature (<xref ref-type="bibr" rid="B19">Celebioglu et al., 2018</xref>; <xref ref-type="bibr" rid="B36">Gao et al., 2020</xref>). A broad hydroxyl band of pure &#x3b2;-cyclodextrin spectrum (<xref ref-type="fig" rid="F3">Figures 3</xref>, <xref ref-type="fig" rid="F4">4</xref>) shows the maximum absorption at 3,384.57&#xa0;cm<sup>&#x2212;1</sup>, found in the FTIR spectrum of the inclusion complexes which is a good indication of their formation due to the stretching vibrations of the different &#x3b2;-cyclodextrin OH groups (<xref ref-type="bibr" rid="B98">Yang and Song, 2005</xref>; <xref ref-type="bibr" rid="B50">Kayaci et al., 2013</xref>; <xref ref-type="bibr" rid="B19">Celebioglu et al., 2018</xref>; <xref ref-type="bibr" rid="B15">Bri&#xf1;ez-Ortega et al., 2020</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Comparative spectra between free &#x3b2;-cyclodextrin, inclusion complex, and physical mixture.</p>
</caption>
<graphic xlink:href="fchem-10-1061624-g004.tif"/>
</fig>
<p>
<xref ref-type="table" rid="T1">Table 1</xref> shows some increase and decrease in intensity changes due to the insertion of the part ring into the electron-rich cavity of &#x3b2;-cyclodextrin. Some bands showed little or no changes in the band upon complexation, implying that the inclusion of guest molecules in the CD cavity does not affect this vibrational mode. Although the spectrum of the inclusion complex appears almost similar to that of &#x3b2;-cyclodextrin alone, these results indicate the formation of the inclusion complex due to the weak interactions when partial inclusion of the ligand occurs (<xref ref-type="bibr" rid="B84">Stepniak et al., 2015</xref>; <xref ref-type="bibr" rid="B91">Vestland et al., 2015</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Comparison between the intensity of free &#x3b2;-cyclodextrin, inclusion complexes, and physical mixture.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="3" align="center">Functional group</th>
<th colspan="5" align="center">Wavenumber (cm<sup>&#x2212;1</sup>)</th>
</tr>
<tr>
<th colspan="2" align="center"/>
<th align="center"/>
<th align="center"/>
<th align="center"/>
</tr>
<tr>
<th align="center">&#x3b2;-CD</th>
<th align="center">Inclusion complex 1:1</th>
<th align="center">Inclusion complex 2:1</th>
<th align="center">Inclusion complex 2:3</th>
<th align="center">PM</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">&#x3bd;[OH] symmetric and antisymmetric</td>
<td align="center">3,384.57</td>
<td align="center">3,372.39</td>
<td align="center">3,366.12</td>
<td align="center">3,369.93</td>
<td align="center">3,368.89</td>
</tr>
<tr>
<td align="center">&#x3bd;[CH]</td>
<td align="center">2,922.69</td>
<td align="center">2,926.89</td>
<td align="center">2,926.17</td>
<td align="center">2,926.78</td>
<td align="center">2,927.73</td>
</tr>
<tr>
<td align="center">&#x3bd;[C&#x2013;O&#x2013;C]</td>
<td align="center">1,158.57</td>
<td align="center">1,156.85</td>
<td align="center">1,156.64</td>
<td align="center">1,156.92</td>
<td align="center">1,157.10</td>
</tr>
<tr>
<td align="center">&#x3bd;[O&#x2013;H] bending vibration</td>
<td align="center">1,027.80</td>
<td align="center">1,027.42</td>
<td align="center">1,028.06</td>
<td align="center">1,027.57</td>
<td align="center">1,028.02</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In relation to the presence of eugenol in the composition of the complex, it can be proven by the presence of absorption regions at 1515.50&#xa0;cm<sup>&#x2212;1</sup> (<xref ref-type="fig" rid="F3">Figure 3</xref>), related to the C&#x3d;C bonds of the aromatic ring of the compound that usually appears in the region between 1650 and 1250&#xa0;cm<sup>&#x2212;1</sup> corresponding to the vibration of the C&#x3d;C groups and CH flexion of the alkene/aromatic groups of the eugenol (<xref ref-type="bibr" rid="B98">Yang and Song, 2005</xref>; <xref ref-type="bibr" rid="B50">Kayaci et al., 2013</xref>; <xref ref-type="bibr" rid="B19">Celebioglu et al., 2018</xref>). Additionally, frequencies between 1,200&#xa0;cm<sup>&#x2212;1</sup> and 1,000&#xa0;cm<sup>&#x2212;1</sup> are related to the presence of CO stretches (<xref ref-type="bibr" rid="B98">Yang and Song, 2005</xref>; <xref ref-type="bibr" rid="B81">Scremin et al., 2018</xref>). In addition, for eugenol, the characteristic bands are found in the ranges of 3,380&#x2013;3,360&#xa0;cm<sup>&#x2212;1</sup> due to the axial stretching of the OH group (<xref ref-type="bibr" rid="B76">Rodr&#xed;guez et al., 2021</xref>). Therefore, the results presented previously indicate the efficiency of the encapsulation process of the eugenol molecules by the &#x3b2;-cyclodextrin (<xref ref-type="bibr" rid="B92">Wang et al., 2011</xref>).</p>
<p>Generally, the comparative analysis of the physical mixture with the inclusion complex (<xref ref-type="fig" rid="F4">Figure 4</xref>) presents the simple sum of the &#x3b2;-cyclodextrin and ligand bands (<xref ref-type="bibr" rid="B100">Zheng et al., 2020</xref>). A similar result was observed in the spectra. In the region of the absorption bands of the C&#x2013;H stretches, we noted an overlap of the complex bands with that of &#x3b2;-cyclodextrin, without changes in the wavenumbers of the pure components. Similar results were noted in the region between 1,700&#xa0;cm<sup>&#x2212;1</sup> and 1650&#xa0;cm<sup>&#x2212;1</sup>, where stretch bands C&#x3d;C with subtle deformation were observed. These results suggest that the simple mixture of the two components in the solid phase is not enough to prove the formation of the inclusion complex, once the shape, intensity, and position of the peaks vary. These observations, combined with the results obtained by XRD, can be considered strong evidence of the formation of the inclusion complex.</p>
</sec>
</sec>
<sec id="s3-2">
<title>Molecular modeling analyses</title>
<sec id="s3-2-1">
<title>Molecular interactions and formation of host&#x2013;guest complex model</title>
<p>Molecular modeling analyses have been widely applied to assess the conformational, magnetic, and electronic properties of molecules (<xref ref-type="bibr" rid="B24">de Castro et al., 2014</xref>; <xref ref-type="bibr" rid="B27">de Sousa et al., 2016</xref>; <xref ref-type="bibr" rid="B28">de Souza Farias et al., 2021</xref>; <xref ref-type="bibr" rid="B65">Mustafa et al., 2021</xref>). Here, these computational analyses of the host&#x2013;guest interactions were performed to better understand the formation of the eugenol&#x2013;&#x3b2;-cyclodextrin complex and to provide additional insights into the complex model, especially when it is subjected to different temperatures in an aqueous solution.</p>
<p>The molecular analyses of the inclusion complex using molecular docking demonstrated that eugenol predominately had van der Waals interactions with the interior cavity of the &#x3b2;-cyclodextrin. Previous studies demonstrated that the geometric optimization of eugenol using density functional theory led eugenol to project its structure onto the external surface of the host (<xref ref-type="bibr" rid="B58">Mahboub, 2014</xref>; <xref ref-type="bibr" rid="B20">Chowdhry et al., 2015</xref>). <xref ref-type="fig" rid="F5">Figure 5</xref> shows the final conformation acquired by eugenol when complexed with &#x3b2;-cyclodextrin, obtained from molecular docking. The complex showed binding energy equal to &#x2212;4.0&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup>, and two hydrogen bond interactions were formed in the complex which contributed to the stability of eugenol in the inclusion complex. These molecular findings agree with the results reported previously (<xref ref-type="bibr" rid="B46">Joardar et al., 2020</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Inclusion complex formed between the eugenol (green) and the &#x3b2;-cyclodextrin (cyan). <bold>(A)</bold> 3D structure of BCD with eugenol forming the complex. <bold>(B)</bold> Exerting hydrogen bonds with the main electronegative group structure of EG. <bold>(C)</bold> EG (in green) inside the BCD cavity. <bold>(D)</bold> Eugenol with VDW surface, demonstrating binding in the BCD cavity.</p>
</caption>
<graphic xlink:href="fchem-10-1061624-g005.tif"/>
</fig>
</sec>
<sec id="s3-2-2">
<title>Molecular dynamics simulations of eugenol&#x2013;&#x3b2;-cyclodextrin complex at different temperatures</title>
<p>Experimental thermal analyses, in general, reveal marked structural differences between isolated molecules and the inclusion complexes. In addition, these analyses exhibit a typical sharp melting endotherm at temperatures over 250&#xb0; C, which is indicative of the anhydrous and crystalline state of the analyzed molecules; it also exhibits effects regarding their dehydration and degradation process (<xref ref-type="bibr" rid="B82">Seo et al., 2010</xref>; <xref ref-type="bibr" rid="B70">Piletti et al., 2017</xref>; <xref ref-type="bibr" rid="B76">Rodr&#xed;guez et al., 2021</xref>). Since previous studies have identified a slower controlled release of eugenol at elevated temperatures, such as 50&#xb0;C, 75&#xb0;C, and 100&#xb0;C (<xref ref-type="bibr" rid="B50">Kayaci et al., 2013</xref>; <xref ref-type="bibr" rid="B70">Piletti et al., 2017</xref>; <xref ref-type="bibr" rid="B19">Celebioglu et al., 2018</xref>), we analyzed the eugenol&#x2013;&#x3b2;-cyclodextrin complex using a gradual temperature increase to evaluate the behavior and stability of the complex in aqueous solution, which is also compatible with its applications in repellent formulations (<xref ref-type="bibr" rid="B59">Mapossa et al., 2021</xref>). Computationally, we demonstrated that when the temperature is increased, it directly affects the interaction and stability of the complex (see RMSD plot, <xref ref-type="fig" rid="F6">Figure 6A</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>RMSD plots of the eugenol&#x2013;&#x3b2;-cyclodextrin complex were evaluated at different temperatures. Complex analyzed over 50&#xa0;ns of MD simulation at 27&#xb0;C, 38&#xb0;C, 48&#xb0;C, and 58&#xb0;C.</p>
</caption>
<graphic xlink:href="fchem-10-1061624-g006.tif"/>
</fig>
<p>Between temperatures 27&#xb0;C and 48&#xb0;C, the complex showed stability, and eugenol maintained its interactions. However, we noted that for the temperature of 58&#xb0;C, the RMSD plot showed high fluctuations (<xref ref-type="fig" rid="F6">Figure 6</xref>), and eugenol was shown to be unstable in the complex, thus losing some of its interactions with the host and leaving the &#x3b2;-cyclodextrin cavity. Low stability of the inclusion complex can be attributed to poor interaction and orientation of eugenol inside the &#x3b2;-cyclodextrin cavity. These results demonstrate that the high temperatures impair the formation of the eugenol&#x2013;&#x3b2;-cyclodextrin complex, reducing its interactions and leading to the departure of the eugenol from the complex. We conjecture that the complex will remain stable in solution when subjected to moderate temperatures due to the protection and stability provided by the &#x3b2;-cyclodextrin.</p>
<p>Since the binding affinity depends on the molecular interactions formed between eugenol and the &#x3b2;-cyclodextrin surface and directly affects the temperature increase (<xref ref-type="sec" rid="s9">Supplementary Figures S2, S3, S4</xref>), we investigated the &#x3b2;-cyclodextrin&#x2013;eugenol complex using different temperatures. The electrostatic (E<sub>elec</sub>) and van der Waals (E<sub>vdw</sub>) energies of the analyzed systems (<xref ref-type="fig" rid="F7">Figure 7</xref>) were calculated using the LIE implemented in the Cpptraj program (<ext-link ext-link-type="uri" xlink:href="https://amberhub.chpc.utah.edu/lie/">https://amberhub.chpc.utah.edu/lie/</ext-link>) (<xref ref-type="bibr" rid="B7">&#xc5;qvist et al., 2002</xref>; <xref ref-type="bibr" rid="B14">Brandsdal et al., 2003</xref>; <xref ref-type="bibr" rid="B77">Roe and Cheatham, 2013</xref>). At 20&#xa0;ns and 30&#xa0;ns of MD trajectory, the complex showed an E<sub>elec</sub> value of approximately &#x2212;100&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup>; however, with temperature increase, the energies tend to move toward values near zero. In contrast, the E<sub>vdw</sub> increases with increasing temperature , thus indicating the presence of repulsion forces caused by the instability of the complex. Recently, a study demonstrated that the binding affinity in host&#x2013;guest systems including &#x3b2;-cyclodextrin may be estimated with a root mean square error &#x3c;1.5&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup> from the experimental results using the LIE method (<xref ref-type="bibr" rid="B63">Montalvo-Acosta et al., 2018</xref>), which is closely related to the error of &#x3c;1&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup> found in the experimental values obtained in the prediction of the relative binding affinity for a vast range of protein&#x2013;ligand systems (<xref ref-type="bibr" rid="B37">Gapsys et al., 2020</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>RMSD plots of the eugenol&#x2013;&#x03B2;-cyclodextrin complex were obtained from different temperatures. <bold>(A)</bold> electrostatic energy (Eelec) and <bold>(B)</bold> van der Waals energy (Evdw) complex analyzed over 50 ns of MD simulation at 27&#x00B0;C, 38&#x00B0;C, 48&#x00B0;C, and 58&#x00B0;C.</p>
</caption>
<graphic xlink:href="fchem-10-1061624-g007.tif"/>
</fig>
<p>Additionally, the binding free energy was calculated using the MM/GBSA method for different temperatures, considering the total complexation time (<xref ref-type="fig" rid="F8">Figure 8</xref>). The LIE and MM/GBSA are both end-point methods widely applied to investigate the binding free energy of biomolecular complexes (<xref ref-type="bibr" rid="B18">Cardoso et al., 2021</xref>; <xref ref-type="bibr" rid="B21">Costa et al., 2021</xref>; <xref ref-type="bibr" rid="B23">da Costa et al., 2019b</xref>; <xref ref-type="bibr" rid="B26">de Oliveira et al., 2020</xref>; <xref ref-type="bibr" rid="B33">Fonseca et al., 2020</xref>), and their results tend to show a trend similar to the energy values obtained from the experimental methods (<xref ref-type="bibr" rid="B40">Hansson et al., 1998</xref>; <xref ref-type="bibr" rid="B8">Aqvist and Marelius, 2001</xref>; <xref ref-type="bibr" rid="B101">Zhu et al., 2017</xref>; <xref ref-type="bibr" rid="B75">Rifai et al., 2020</xref>). The energy at room temperature (27&#xb0;C) showed a highly stable complex, with eugenol demonstrating a high binding affinity with the &#x3b2;-cyclodextrin. However, with the increase of the temperature, the complex stability is affected and we have a decrease in the free energy of the analyzed systems, thus reducing the affinity of eugenol and causing its departure from the complex. This result indicates that the eugenol&#x2013;&#x3b2;-cyclodextrin complex is stable at moderate temperatures and guarantees the permanence of the molecule inside the &#x3b2;-cyclodextrin with stronger binding.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Binding free energies (kcal mol<sup>&#x2212;1</sup>) were calculated using the MM/GBSA method for the eugenol&#x2013;&#x3b2;-cyclodextrin complex. The inclusion complex was analyzed at different temperatures (27&#xb0;C, 38&#xb0;C, 48&#xb0;C, and 58&#xb0;C).</p>
</caption>
<graphic xlink:href="fchem-10-1061624-g008.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>Here, we obtained eugenol&#x2013;&#x3b2;-cyclodextrin inclusion complexes through co-precipitation and solvent evaporation. Then, the inclusion complex was characterized using the X-Ray diffraction and Fourier transform infrared spectroscopy, confirming the formation of the host&#x2013;guest inclusion complex. Additionally, our computational analyses demonstrated that the eugenol&#x2013;&#x3b2;-cyclodextrin complex remains stable between temperatures 27&#xb0;C and 48&#xb0;C. In contrast, high temperatures impair the formation of the eugenol&#x2013;&#x3b2;-cyclodextrin complex, reducing its interactions and leading to its premature departure from the complex which is consistent with controlled release of the repellent.</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>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p>
</sec>
<ack>
<p>The authors are grateful to Conselho Nacional de Desenvolvimento Cient&#xed;fico e Tecnol&#xf3;gico (CNPq) and Coordena&#xe7;&#xe3;o de Aperfei&#xe7;oamento de Pessoal de N&#xed;vel Superior (CAPES) for their financial support. The authors are also thankful for access to the computational resources of the Supercomputer Santos Dumont (SDumont), provided by the Laborat&#xf3;rio de Computa&#xe7;&#xe3;o Cient&#xed;fica (LNCC). We also would like to thank to the financial support of the Pro-reitoria de Pesquisa da UFPA (PROPESP/UFPA).</p>
</ack>
<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/fchem.2022.1061624/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fchem.2022.1061624/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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