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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">812587</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2022.812587</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Integrated Metabolomics and Network Pharmacology Study on the Mechanism of Kangfuxiaoyan Suppository for Treating Chronic Pelvic Inflammatory Disease</article-title>
<alt-title alt-title-type="left-running-head">Zhang et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Kangfuxiaoyan Suppository for Treating CPID</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Zhengyi</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/1465840/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xie</surname>
<given-names>Ziye</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/1635069/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lv</surname>
<given-names>Shujing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1373593/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shi</surname>
<given-names>Yulian</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1634982/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhai</surname>
<given-names>Chuanjia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1634973/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Xuejiao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1634970/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Qiao</surname>
<given-names>Bin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1635758/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gao</surname>
<given-names>Xiaoyan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/633442/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Chinese Materia Medica</institution>, <institution>Beijing University of Chinese Medicine</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Sunflower Pharmaceutical Group Co., Ltd</institution>, <addr-line>Beijing</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/48997/overview">Haitao Lu</ext-link>, Shanghai Jiao Tong University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/407221/overview">Jian-Bo Wan</ext-link>, University of Macau, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1086795/overview">Ying-yuan Lu</ext-link>, Peking University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Bin Qiao, <email>15046175606@163.com</email>; Xiaoyan Gao, <email>gaoxiaoyan@bucm.edu.cn</email>
</corresp>
<fn fn-type="equal" id="FN1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work and share first authorship</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Ethnopharmacology, a section of the journal Frontiers in Pharmacology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>02</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>812587</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>11</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Zhang, Xie, Lv, Shi, Zhai, Li, Qiao and Gao.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Zhang, Xie, Lv, Shi, Zhai, Li, Qiao and Gao</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Kangfuxiaoyan suppository (KFXYS) is a commonly used traditional Chinese medicine (TCM) preparation for the treatment of chronic pelvic inflammatory disease (CPID) clinically, and its safety and effectiveness have been well verified. However, the potential mechanism remains unclear. The integrated strategy of metabolomics and network pharmacology was employed in the study to reveal the potential mechanism of KFXYS in the treatment of CPID. Our research consists of five steps. First, the effect of KFXYS in reversing uterine inflammation indexes was verified. Second, based on the comprehensive characterization of 123 chemical ingredients of KFXYS, the ingredients of KFXYS absorbed into blood were identified by UPLC-Q-TOF/MS, then ADME research was carried out on the main ingredients. Third, the differential metabolites with significant correlation to inflammatory indexes were discovered by metabolomics and correlation analysis. Fourth, the potential targets and pathways of KFXYS in treating CPID were predicted by network pharmacology based on the ingredients which had good ADME behavior. Fifth, the proteins in common pathways of metabolomics and network pharmacology were used to screen the key targets from the potential targets of network pharmacology, and the potential mechanism of KFXYS in treating CPID was clarified. As a result, KFXYS significantly reversed the&#x20;uterine inflammation indexes, including IL-1 and IL-6. The ingredients absorbed into blood including matrine, sophocarpine, aloin, esculetin-<italic>O</italic>-glucuronide, 7,4&#x2032;-dihydroxyisoflavone-<italic>O</italic>-glucuronide, and 4&#x2032;-methoxyisoflavone-7-<italic>O</italic>-glucuronide had good ADME behavior <italic>in vivo</italic>. Among the differential metabolites, Leukotriene A4, 5-Hydroxyindoleacetic acid, Ornithine, Arginine, and PC (20:1 (11Z)/20:4 (8Z,11Z,14Z,17Z)) were significant correlation to inflammation indexes. The integration analysis of metabolomics and network pharmacology shows that KFXYS may regulate the key targets including ARG1, NOS2, NOS3, etc. We speculate that ingredients of KFXYS, such as matrine, sophocarpine, aloin etc. act on the key proteins including ARG1, NOS2, and NOS3, to exert anti-inflammatory effect.</p>
</abstract>
<kwd-group>
<kwd>kangfuxiaoyan suppository</kwd>
<kwd>chronic pelvic inflammatory disease</kwd>
<kwd>UPLC-Q-TOF/MS</kwd>
<kwd>network pharmacology</kwd>
<kwd>metabolomics</kwd>
</kwd-group>
<contract-num rid="cn001">2020-JYB-ZDGG-033</contract-num>
<contract-sponsor id="cn001">Fundamental Research Funds for the Central Universities<named-content content-type="fundref-id">10.13039/501100012226</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Chronic pelvic inflammatory disease (CPID) is a chronic inflammation of female pelvic reproductive organs, surrounding connective tissue and pelvic peritoneum (<xref ref-type="bibr" rid="B1">Cao, 2008</xref>), which can lead to infertility, ectopic pregnancy, or chronic pelvic pain (<xref ref-type="bibr" rid="B21">Soper, 2010</xref>). Antibiotics such as levofloxacin or metronidazole are mostly used in treating CPID (<xref ref-type="bibr" rid="B3">Duarte et&#x20;al., 2015</xref>), but the therapeutic effect is not ideal due to drug resistance and side effects. Therefore, it is necessary to develop new alternative drugs to treat&#x20;CPID.</p>
<p>Kangfuxiaoyan suppository (KFXYS) is a Chinese patent medicine commonly used for the treatment of CPID (<xref ref-type="bibr" rid="B22">Standardized project group of "Clinical Application Guidelines of the Chinese Medicine for Treatment of Common Disease, 2020</xref>). The formula of KFXYS is composed of Sophorae Flavescentis Radix (SFR, derived from <italic>Sophora flavescens</italic> Aiton.), Andrographis Herba [AH, derived from <italic>Andrographis paniculata</italic> (Burm.f.) Nees], Arnebiae Radix [AR, derived from <italic>Arnebia euchroma</italic> (Royle ex Benth.) I.M.Johnst.], Herba Patriniae (HP, <italic>Patrinia villosa</italic> (Thunb.) Dufr. or <italic>Patrinia scabiosifolia</italic> Link), Taraxaci Herba (TH, derived from <italic>Taraxacum mongolicum</italic> Hand.-Mazz. or <italic>Taraxacum sinicum</italic> Kitag.), Violsse Herba (VH, derived from <italic>Viola philippica</italic> Cav.), Aloe [Aloe, derived from <italic>Aloe vera</italic> (L.) Burm. f. or <italic>Aloe ferox</italic> Mill.], and Suis Fellis Pulvis (SFP, derived from <italic>Sus scrofa domestica</italic> Brisson.) (<xref ref-type="bibr" rid="B2">Chinese Pharmacopoeia Commission, [CPC], 2020</xref>). Our previous study has shown that KFXYS could alleviate the degree of uterine swelling in CPID, inhibit the secretion of inflammatory factors, and increase the immune organ index, the efficacy of KFXYS was verified in rat with CPID (<xref ref-type="bibr" rid="B26">Xie et&#x20;al., 2018</xref>), but the underlying mechanism is still unknown.</p>
<p>In order to reveal the mechanism of the synergistic effect of multi-components of TCM, integrated metabolomics and network pharmacology strategy has been successfully used (<xref ref-type="bibr" rid="B14">Li et&#x20;al., 2021</xref>). In recent years, metabolomics has been successfully applied to the study of the mechanism of TCM in treating diseases (<xref ref-type="bibr" rid="B4">Geiger et&#x20;al., 2016</xref>). However, due to the lack of specificity of non-targeted metabolomics research, the discovery of differential metabolites correlation with pharmacodynamic indicators contribute to the following mechanism research. Network pharmacology can explore the changes of targets and pathways <italic>in vivo</italic> caused by diseases, and the disturbance of one or more nodes in the biological network after TCM preparation acting on the body (<xref ref-type="bibr" rid="B5">Hopkins, 2008</xref>), so as to effectively establish a &#x201c;compound-protein/gene-disease&#x201d; network, reveal the regulation principles of small molecules in a high-throughput manner (<xref ref-type="bibr" rid="B30">Zhang et&#x20;al., 2019</xref>). However, we believe that the results of network pharmacology based on the components absorbed into blood which had good ADME behavior is more accurate and reliable.</p>
<p>In this study, the reversal effect of KFXYS on inflammatory indexes was verified in CPID model rats. Based on clarifying the chemical ingredients of KFXYS, the ingredient of KFXYS absorbed into blood were further characterized by UPLC-Q-TOF/MS technology, then ADME research was carried out. Among the differential metabolites discovered by metabolomics, the metabolites with significant correlation to inflammatory indexes were discovered by correlation analysis. Then based on the ingredients absorbed into blood which had good ADME behavior, network pharmacology was used to predict the potential targets and pathways of KFXYS in the treatment of CPID. The metabolomics and network pharmacology common pathways were considered the key metabolic pathways, and the key targets were screened from the potential targets obtained by network pharmacology through the proteins in the key pathways. Finally, the mechanism of KFXYS in the treatment of CPID was explored through literature research (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic diagram of the action mechanism of KFXYS in treating CPID.</p>
</caption>
<graphic xlink:href="fphar-13-812587-g001.tif"/>
</fig>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Chemicals and Reagents</title>
<p>Kangfuxiaoyan suppository (batch No. 20171225) was obtained from the Sunflower Pharmaceutical Group Co., Ltd. Sodium pentobarbital (batch No. 11011) was obtained from Merck. Mass spectrometry-grade acetonitrile and methanol, and HPLC-grade formic acid were obtained from Thermo Fisher Scientific. The water used for LC/MS analysis was purchased from Watsons.</p>
</sec>
<sec id="s2-2">
<title>Animal Model Establishment and Treatment</title>
<p>
<bold>Animal</bold> Sprague Dawley (SD) rats, female, weight 190&#x2013;210&#xa0;g, SPF grade, approval number: SCXK (Beijing) 2016-0011, raised in the Animal Experimental Center of Beijing University of Chinese Medicine, the temperature was controlled at 21&#x2013;25&#xb0;C, the relative humidity was 55-65%, and the cycle of day and night was 12&#xa0;h alternately. The rats adapted to the environment for 7&#xa0;days, during which they drank and ate freely.</p>
<p>
<bold>Animal Model Establishment</bold> The rat model of CPID was established by implanting extraneou materials. The method of&#x20;establishing CPID model is shown in <xref ref-type="sec" rid="s14">Supplementary Material</xref>. The rats are grouped as follows: 20 rats were randomly divided into the normal group and the sham operation group, the normal group did not do any treatment, the sham operation rats received only a 2&#xa0;cm incision wound in the middle of the lower abdomen, and then sutured without any treatment, and the other rats were used to establish the rat model of CPID by implanting extraneous materials. Finally, the rats were divided into normal group (<italic>n</italic>&#x20;&#x3d; 10), sham operation group (<italic>n</italic>&#x20;&#x3d; 8), model group (<italic>n</italic>&#x20;&#x3d; 10), KFXYS-dosed group (<italic>n</italic>&#x20;&#x3d; 11), levofloxacin-dosed group (<italic>n</italic>&#x20;&#x3d;&#x20;10).</p>
<p>Appropriate amounts of KFXYS and normal saline were added into the clean evaporation dish, heat in a water bath at 50&#xb0;C until melting, and finally, obtain 0.4&#xa0;g&#xa0;mL<sup>&#x2212;1</sup> KFXYS solution. KFXYS was given by rectal administration according to the clinical equivalent dose of 408&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup> for 21&#xa0;days, and the rats in each group ate normal diet during the treatment.</p>
</sec>
<sec id="s2-3">
<title>Sample Collection and Preparation</title>
<p>
<bold>Sample Collection</bold> For the identification of ingredients absorbed into blood of KFXYS and the study of pharmacokinetic, the blood was collected from orbital vein at different time points (15, 30&#xa0;min, 1, 2, 3, 4, 6, 8, 12, and 24&#xa0;h) after the last administration of KFXYS in CPID rats, and placed in a centrifuge tube covered with heparin sodium, centrifuged at 1,100 &#xd7;<italic>g</italic> for 10&#xa0;min at 4&#xb0;C, and the plasma samples were collected.</p>
<p>For the study of metabolomics, the blood samples were collected from the abdominal aorta in each group rats, and these samples were placed at room temperature for half an hour, centrifuged at 1,100 &#xd7;g for 10&#xa0;min at 4&#xb0;C, then the serum samples were collected, including eight sham operation group serum samples, 10 model group serum samples, and 11&#x20;KFXYS-dosed group serum samples.</p>
<p>
<bold>Sample Preparation</bold> For the identification of ingredients absorbed into blood of KFXYS, mixed the plasma sample from each time point evenly, took 1&#xa0;ml mixed plasma sample, three times the amount of methanol was added to precipitate the protein, and vortex for 30&#xa0;s, centrifuged at 13,600 &#xd7;g for 15&#xa0;min at 4&#xb0;C, and the supernatant was dried with nitrogen. Then the residue was redissolved with 100&#xa0;&#x3bc;L 70% methanol, centrifuged at 13,600 &#xd7;g for 10&#xa0;min at 4&#xb0;C, and the supernatant was taken as the plasma sample to be tested in each group. As to the study of pharmacokinetic, the plasma samples at each time point were prepared according to the above method.</p>
<p>For the study of metabolomics, in order to obtain comprehensive information of serum metabolites, the polar part and weak polar part of serum samples were treated respectively. The polar samples were processed as follows: taken 120&#xa0;&#x3bc;L of the serum sample, added 360&#xa0;&#x3bc;L methanol to precipitate protein, and vortex for 30&#xa0;s, static 10&#xa0;min, centrifuged at 13,600 &#xd7;<italic>g</italic> for 10&#xa0;min at 4&#xb0;C. After the 300&#xa0;&#x3bc;L supernatant was dried with nitrogen, redissolved with 100&#xa0;&#x3bc;L acetonitrile-water (1:1, v/v), vortex for 30&#xa0;s, centrifuged at 13,600 &#xd7;<italic>g</italic> for 10&#xa0;min at 4&#x20;&#xb0;C, and the supernatant was collected. The weak polar samples were processed as follows: taken the serum sample 120&#xa0;&#x3bc;L, added 300&#xa0;&#x3bc;L chloroform-methanol (2:1, v/v), vortex for 2&#x20;min, static 10&#x20;min, centrifuged at 13,600 &#xd7;<italic>g</italic> for 10&#xa0;min at 4&#xb0;C, then taken 200&#xa0;&#x3bc;L lower liquid (chloroform layer), dried with nitrogen, redissolved with 100&#xa0;&#x3bc;L isopropanol-acetonitrile (1:1, v/v), vortex for 30&#xa0;s, centrifuged at 13,600 &#xd7;<italic>g</italic> for 10&#xa0;min at 4&#xb0;C, and the supernatant was collected.</p>
</sec>
<sec id="s2-4">
<title>UPLC-Q-TOF/MS Analysis</title>
<p>For the identification of ingredients absorbed into blood of KFXYS, the UPLC-Q-TOF/MS analysis was performed on Waters ACQUITY UPLC I-CLASS liquid phase system equipped with SYNAPT G2-SI high-resolution mass spectrometer. Chromatographic separations were performed at 40&#xb0;C on ACQUITY UPLC BEH C18 column (2.1 &#xd7; 100&#xa0;mm, 1.7&#xa0;&#x3bc;m, Waters, UK). The mobile phase composed of 0.1% formic acid-water (A) and acetonitrile (B). The elution program was as follows: 0&#x2013;2&#xa0;min, 2%&#x2013;5% B; 2&#x2013;3.5&#xa0;min, 5%&#x2013;8% B; 3.5&#x2013;6&#xa0;min, 8%&#x2013;11% B; 6&#x2013;8.5&#xa0;min, 11%&#x2013;15% B; 8.5&#x2013;9.5&#xa0;min, 15%&#x2013;17% B; 9.5&#x2013;11&#xa0;min, 17% B; 11&#x2013;13.5&#xa0;min, 17%&#x2013;20% B; 13.5&#x2013;15&#xa0;min, 20%&#x2013;23% B; 15&#x2013;17&#xa0;min, 23%&#x2013;30% B; 17&#x2013;20.5&#xa0;min, 30%&#x2013;40% B; 20.5&#x2013;25&#xa0;min, 40%&#x2013;60% B; 25&#x2013;29&#xa0;min, 60% B; 29&#x2013;32&#xa0;min, 60%&#x2013;100% B; 32&#x2013;32.1&#xa0;min, 100%&#x2013;2% B; 32.1&#x2013;35&#xa0;min, 2% B. The flow rate was set to 0.25&#xa0;ml&#xa0;min<sup>&#x2212;1</sup> and the injection volume was 2&#xa0;&#x3bc;L.</p>
<p>An electrospray ionization source (ESI) was used both in positive and negative mode. The MS conditions were as follows: capillary voltage, &#x2b;3 KV/-2.5 KV; cone voltage, 40&#xa0;kV; ion source temperature, 100&#xb0;C; cone gas flow, 50&#xa0;L&#xa0;h<sup>&#x2212;1</sup>; desolvation gas temperature, 400&#xb0;C; desolvation gas flow, 600&#xa0;L&#xa0;h<sup>&#x2212;1</sup>. The Lockmass solution was Leucine encephalin. The collision energy was set as 6&#xa0;eV (trap) for low-energy scan, and 10&#x2013;65&#xa0;eV ramp (trap) for high-energy scan. The mass range was 100-1,200&#xa0;m<italic>/z</italic> and the data acquisition mode was 3D data acquisition in Continuum&#x20;mode.</p>
<p>As to the study of pharmacokinetics of main ingredients, the UPLC-Q-TOF/MS analysis was performed according to the above method, but the data acquisition mode was MRM&#x20;mode.</p>
<p>For the study of metabolomics, all serum samples were performed on Waters Acquity<sup>TM</sup> UPLC analysis system equipped with Xevo<sup>TM</sup> G2 Q/TOF tandem quadrupole time-of-flight mass spectrometer, and chromatographic separations were performed at 45&#xb0;C on ACQUITY UPLC BEH C18 column (2.1 &#xd7; 100&#xa0;mm, 1.7 &#x3bc;m, Waters, UK). The UPLC-Q-TOF/MS analysis conditions are shown in <xref ref-type="sec" rid="s14">Supplementary Material</xref>. Quality control (QC) samples were prepared by mixing an equal amount of each sample, and the stability and repeatability of sample analysis were monitored by analyzing QC samples after every 10 samples.</p>
</sec>
<sec id="s2-5">
<title>Identification of Ingredients Absorbed Into Blood of KFXYS</title>
<p>Based on the previous research, the identification steps of the ingredients absorbed into blood of KFXYS were as follows: 1) Summarizing the possible metabolic pathways of various chemical components <italic>in vivo</italic> by comparing with some representative ingredients and tracking the literature. 2) The prototype components and metabolites in the KFXYS-dosed plasma were discovered by comparing with the KFXYS-treated and KFXYS sample. Then the ingredients absorbed into blood of KFXYS were comprehensively identified based on the mass fragmentation pattern, characteristic fragments and chromatographic retention behavior.</p>
</sec>
<sec id="s3">
<title>Study on the Pharmacokinetics of Main Components Absorbed into Blood of KFXYS</title>
<p>The optimized ion pairs of the main components and parameters of cone voltage and capillary voltage are shown in <xref ref-type="table" rid="T1">Table&#x20;1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Mass spectrum parameters of the main components in MRM&#x20;mode.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">References substance</th>
<th align="center">Parent ions</th>
<th align="center">Ion pairs</th>
<th align="center">Cone voltage (V)</th>
<th align="center">Capillary voltage (V)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">Matrine</td>
<td rowspan="2" align="center">[M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char="&#x2192;">249.221&#x2192;148.086</td>
<td align="char" char=".">56</td>
<td align="char" char=".">26</td>
</tr>
<tr>
<td align="char" char="&#x2192;">249.221&#x2192;97.945</td>
<td align="char" char=".">56</td>
<td align="char" char=".">32</td>
</tr>
<tr>
<td rowspan="2" align="left">Sophocarpine</td>
<td rowspan="2" align="center">[M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char="&#x2192;">247.21&#x2192;136.05</td>
<td align="char" char=".">60</td>
<td align="char" char=".">24</td>
</tr>
<tr>
<td align="char" char="&#x2192;">247.21&#x2192;95.99</td>
<td align="char" char=".">60</td>
<td align="char" char=".">32</td>
</tr>
<tr>
<td rowspan="2" align="left">Sophoridine</td>
<td rowspan="2" align="center">[M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char="&#x2192;">249.22&#x2192;97.9</td>
<td align="char" char=".">70</td>
<td align="char" char=".">24</td>
</tr>
<tr>
<td align="char" char="&#x2192;">249.22&#x2192;83.99</td>
<td align="char" char=".">70</td>
<td align="char" char=".">30</td>
</tr>
<tr>
<td rowspan="2" align="left">Oxymatrine</td>
<td rowspan="2" align="center">[M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char="&#x2192;">265.22&#x2192;205.18</td>
<td align="char" char=".">62</td>
<td align="char" char=".">22</td>
</tr>
<tr>
<td align="char" char="&#x2192;">265.22&#x2192;97.96</td>
<td align="char" char=".">62</td>
<td align="char" char=".">28</td>
</tr>
<tr>
<td rowspan="2" align="left">Oxysophocarpine</td>
<td rowspan="2" align="center">[M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char="&#x2192;">263.14&#x2192;136.16</td>
<td align="char" char=".">56</td>
<td align="char" char=".">26</td>
</tr>
<tr>
<td align="char" char="&#x2192;">263.14&#x2192;96.01</td>
<td align="char" char=".">56</td>
<td align="char" char=".">30</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-1">
<title>Metabolomics Data Analysis</title>
<p>The raw files were imported into Progenesis QI software for denoising, peak identification, peak alignment, normalization and other operations. The raw data were converted into a data matrix containing <italic>t</italic>
<sub>
<italic>R</italic>
</sub>-<italic>m/z</italic> ion pairs, sample names and peak intensities, and then the matrix was imported into multivariate statistical software EZinfo2.0 (Waters Corporation, Milford, MA, United&#x20;States) for principal components analysis (PCA) and orthogonal partial least-squares discriminant analysis (OPLS-DA). The metabolites were identified by searching and comparing the mass fragment information and accurate mass number with data from METLIN (<ext-link ext-link-type="uri" xlink:href="http://metlin.scripps.edu/">http://metlin.scripps.edu/</ext-link>), HMDB (<ext-link ext-link-type="uri" xlink:href="http://www.hmdb.ca/">http://www.hmdb.ca/</ext-link>) and KEGG (<ext-link ext-link-type="uri" xlink:href="http://www.genome.jp/kegg/">http://www.genome.jp/kegg/</ext-link>) databases. The MetaboAnalyst (<ext-link ext-link-type="uri" xlink:href="https://www.metaboanalyst.ca/">https://www.metaboanalyst.ca/</ext-link>) was used for metabolic pathway analysis.</p>
</sec>
<sec id="s3-2">
<title>Targets Prediction and Enrichment Analysis</title>
<p>The potential targets of components absorbed into blood of KFXYS were obtained from PharmMapper (<ext-link ext-link-type="uri" xlink:href="http://www.lilab-ecust.cn/pharmmapper/">http://www.lilab-ecust.cn/pharmmapper/</ext-link>) and TCMSP (<ext-link ext-link-type="uri" xlink:href="https://old.tcmsp-e.com/tcmsp.php">https://old.tcmsp-e.com/tcmsp.php</ext-link>) databases. The disease targets related to CPID were searched from OMIM (<ext-link ext-link-type="uri" xlink:href="https://omim.org/">https://omim.org/</ext-link>) and GeneCards (<ext-link ext-link-type="uri" xlink:href="https://www.genecards.org/">https://www.genecards.org/</ext-link>) databases. The target protein names were corrected to official gene names by Uniprot (<ext-link ext-link-type="uri" xlink:href="https://www.uniprot.org/">https://www.uniprot.org/</ext-link>). Through the Venn diagram, the components targets and the disease targets intersected, and the intersectional targets were considered potential therapeutic targets of KFXYS in CPID. R-packet ClusterProfiler was used to analyze the potential targets for GO and KEGG enrichment analysis.</p>
</sec>
<sec id="s3-3">
<title>Integration Analysis of Network Pharmacology and Metabolomics</title>
<p>By comparing the potential pathways enriched by the network pharmacological targets with the metabolic pathways enriched by differential metabolites, the common metabolic pathways which were regarded as the key pathways were screened out. The KEGG database was used to obtain the proteins contained in the key metabolic pathways to screen the key targets from the potential targets of network pharmacology. Through the literature research to reveal the possible mechanism of KFXYS in the treatment of&#x20;CPID.</p>
</sec>
</sec>
<sec sec-type="results" id="s4">
<title>Results</title>
<sec id="s4-1">
<title>Reversal Effect of KFXYS on Inflammatory Indexes in CPID Rats</title>
<p>In this study, in order to determine whether KFXYS reverse inflammatory indexes to exert anti-inflammatory effect, we measured the level of IL-1, IL-6, IL-10, TNF-&#x3b1; in the uterine tissue homogenate. As shown in <xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>, compared with the sham operation group, the uterus index of the model group was significantly increased (<italic>p</italic>&#x20;&#x3c; 0.05), and the results indicated that the CPID model was successfully established. Compared with the model group, the uterus index decreased significantly after administration of KFXYS (<italic>p</italic>&#x20;&#x3c; 0.05), indicating that KFXYS can effectively improve the degree of uterine swelling in CPID model rats. In the uterine tissue homogenate, the level of IL-6 in the model group decreased significantly (<italic>p</italic>&#x20;&#x3c; 0.05), and the level of IL-1 increased significantly (<italic>p</italic>&#x20;&#x3c; 0.01). After administration of KFXYS, the changes of these indicators were significantly improved. The result shows that KFXYS has the effect of reversing inflammatory indexes (<xref ref-type="fig" rid="F2">Figures 2B&#x2013;E</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Reversal effect of KFXYS on inflammatory indexes. Effect of KFXYS on <bold>(A)</bold> uterus index, the level of <bold>(B)</bold> IL-1 <bold>(C)</bold> IL-6 <bold>(D)</bold> IL-10 <bold>(E)</bold> TNF-&#x3b1; of rats with CPID. Data are presented as mean&#x20;&#xb1; SD. <sup>&#x2a;</sup>
<italic>p</italic>&#x20;&#x3c; 0.05, <sup>&#x2a;&#x2a;</sup>
<italic>p</italic>&#x20;&#x3c; 0.01 vs control group, <sup>&#x23;</sup>
<italic>p</italic>&#x20;&#x3c; 0.05, <sup>&#x23;&#x23;</sup>
<italic>p</italic>&#x20;&#x3c; 0.01 vs model&#x20;group.</p>
</caption>
<graphic xlink:href="fphar-13-812587-g002.tif"/>
</fig>
</sec>
</sec>
<sec id="s5">
<title>Study of the Ingredients of KFXYS Absorbed Into Blood</title>
<sec id="s5-1">
<title>Identification of the Ingredients Absorbed Into Blood of KFXYS</title>
<p>Eighty chemical components with high response and 43 chemical components with weak response from KFXYS were identified by high-resolution mass spectrometry (<xref ref-type="sec" rid="s14">Supplementary Figure S1</xref>), and the components information is shown in <xref ref-type="sec" rid="s14">Supplementary Table&#x20;S1</xref>.</p>
<p>We developed a new method of real-time binary comparison to discover the ingredients of KFXYS absorbed into the blood (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>), a total of 60&#x20;KFXYS-derived compounds were identified, including 10 prototype compounds (<xref ref-type="table" rid="T2">Table&#x20;2</xref>) and 50 metabolites (<xref ref-type="sec" rid="s14">Supplementary Table S2</xref>). According to the metabolic rules established by representative reference substances, we consider that these 60 ingredients were mainly derived from SFR, AH, TH and VH, mainly including alkaloids, flavonoids and organic acids&#x20;etc.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>The extraction ion chromatogram at m/z 247.1812 in positive ion mode, which were KFXYS sample <bold>(A)</bold>, KFXYS-dosed plasma sample <bold>(B)</bold>, and blank plasma sample <bold>(C)</bold>.</p>
</caption>
<graphic xlink:href="fphar-13-812587-g003.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Prototype components of KFXYS in&#x20;blood.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">NO.</th>
<th rowspan="2" align="center">Identification</th>
<th rowspan="2" align="center">Formula</th>
<th rowspan="2" align="center">
<italic>t</italic>
<sub>R</sub> (min)</th>
<th colspan="2" align="center">[M &#x2b; H]<sup>&#x2b;</sup>/[M-H]<sup>-</sup>
</th>
<th rowspan="2" align="center">Error (ppm)</th>
<th rowspan="2" align="center">Response</th>
<th rowspan="2" align="center">MS/MS</th>
<th rowspan="2" align="center">Type</th>
</tr>
<tr>
<th align="center">Meas. (<italic>m/z</italic>)</th>
<th align="center">Pred. (<italic>m/z</italic>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="left">
<italic>N</italic>-Methylcytisine</td>
<td align="left">C<sub>12</sub>H<sub>16</sub>N<sub>2</sub>O</td>
<td align="left">1.43</td>
<td align="char" char=".">205.1331</td>
<td align="char" char=".">205.1341</td>
<td align="char" char=".">&#x2212;4.87</td>
<td align="char" char=".">3,023</td>
<td align="left">118.0649 [M &#x2b; H-C<sub>3</sub>H<sub>9</sub>N-CO]<sup>&#x2b;</sup>
</td>
<td align="left">P</td>
</tr>
<tr>
<td align="left">2</td>
<td align="left">5-Hydroxysparteine</td>
<td align="left">C<sub>15</sub>H<sub>24</sub>N<sub>2</sub>O<sub>2</sub>
</td>
<td align="left">1.87</td>
<td align="char" char=".">265.1902</td>
<td align="char" char=".">265.1916</td>
<td align="char" char=".">&#x2212;5.28</td>
<td align="char" char=".">1,580</td>
<td align="left">164.1094 [M &#x2b; H-2H-C<sub>6</sub>H<sub>13</sub>N]<sup>&#x2b;</sup>146 [M &#x2b; H-2H-H<sub>2</sub>O-C<sub>6</sub>H<sub>13</sub>N]<sup>&#x2b;</sup>
</td>
<td align="left">P</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">Hydroxymatrine</td>
<td align="left">C<sub>15</sub>H<sub>24</sub>N<sub>2</sub>O<sub>2</sub>
</td>
<td align="left">2.21</td>
<td align="char" char=".">265.1901</td>
<td align="char" char=".">265.1916</td>
<td align="char" char=".">&#x2212;5.66</td>
<td align="char" char=".">3,774</td>
<td align="left">247.1674 [M &#x2b; H-H<sub>2</sub>O]<sup>&#x2b;</sup>150.1226 [M &#x2b; H-C<sub>5</sub>H<sub>7</sub>NO]<sup>&#x2b;</sup>148.1125 [M &#x2b; H-C<sub>5</sub>H<sub>9</sub>NO]<sup>&#x2b;</sup>
</td>
<td align="left">P</td>
</tr>
<tr>
<td align="left">4</td>
<td align="left">Matrine</td>
<td align="left">C<sub>15</sub>H<sub>24</sub>N<sub>2</sub>O</td>
<td align="left">2.84</td>
<td align="char" char=".">249.1957</td>
<td align="char" char=".">249.1967</td>
<td align="char" char=".">&#x2212;4.01</td>
<td align="char" char=".">93,503</td>
<td align="left">247.1812 [M &#x2b; H-2H]<sup>&#x2b;</sup>148.1125 [M &#x2b; H-2H-C<sub>5</sub>H<sub>7</sub>NO]<sup>&#x2b;</sup>150.1299 [M &#x2b; H-C<sub>5</sub>H<sub>7</sub>NO]<sup>&#x2b;</sup>120.0802 [M &#x2b; H-2H-C<sub>5</sub>H<sub>7</sub>NO-CO]<sup>&#x2b;</sup>
</td>
<td align="left">P</td>
</tr>
<tr>
<td align="left">5</td>
<td align="left">Sophocarpine</td>
<td align="left">C<sub>15</sub>H<sub>22</sub>N<sub>2</sub>O</td>
<td align="left">3.07</td>
<td align="char" char=".">247.1794</td>
<td align="char" char=".">247.1810</td>
<td align="char" char=".">&#x2212;6.47</td>
<td align="char" char=".">14,091</td>
<td align="left">245.1671 [M &#x2b; H-2H]<sup>&#x2b;</sup>179.1531 [M &#x2b; H-C<sub>4</sub>H<sub>4</sub>O]<sup>&#x2b;</sup>136.1127 [M &#x2b; H-2H-C<sub>6</sub>H<sub>7</sub>NO]<sup>&#x2b;</sup>148.1125 [M &#x2b; H-2H-C<sub>5</sub>H<sub>7</sub>NO]<sup>&#x2b;</sup>150.1299 [M &#x2b; H-C<sub>5</sub>H<sub>7</sub>NO]<sup>&#x2b;</sup>
</td>
<td align="left">P</td>
</tr>
<tr>
<td align="left">6</td>
<td align="left">Isomatrine</td>
<td align="left">C<sub>15</sub>H<sub>24</sub>N<sub>2</sub>O</td>
<td align="left">3.21</td>
<td align="char" char=".">249.1955</td>
<td align="char" char=".">249.1967</td>
<td align="char" char=".">&#x2212;4.82</td>
<td align="char" char=".">3,697</td>
<td align="left">247.1812 [M &#x2b; H-2H]<sup>&#x2b;</sup>120.0802 [M &#x2b; H-2H-C<sub>5</sub>H<sub>7</sub>NO-CO]<sup>&#x2b;</sup>
</td>
<td align="left">P</td>
</tr>
<tr>
<td align="left">7</td>
<td align="left">13,14-Dehydrolupanine</td>
<td align="left">C<sub>15</sub>H<sub>22</sub>N<sub>2</sub>O</td>
<td align="left">3.47</td>
<td align="char" char=".">247.1796</td>
<td align="char" char=".">247.1810</td>
<td align="char" char=".">&#x2212;5.66</td>
<td align="char" char=".">782</td>
<td align="left">112.0773 [M &#x2b; H-C<sub>9</sub>H<sub>13</sub>N]<sup>&#x2b;</sup>
</td>
<td align="left">P</td>
</tr>
<tr>
<td align="left">8</td>
<td align="left">5,6-Dehydrolupanine</td>
<td align="left">C<sub>15</sub>H<sub>22</sub>N<sub>2</sub>O</td>
<td align="left">4.40</td>
<td align="left">247.1794</td>
<td align="left">247.1810</td>
<td align="char" char=".">&#x2212;6.47</td>
<td align="left">2044</td>
<td align="left">148.1125 [M &#x2b; H-C<sub>6</sub>H<sub>13</sub>N]<sup>&#x2b;</sup>120.0802 (65) [M &#x2b; H-C<sub>6</sub>H<sub>13</sub>N-CO]<sup>&#x2b;</sup>
</td>
<td align="left">P</td>
</tr>
<tr>
<td align="left">9</td>
<td align="left">Esculetin</td>
<td align="left">C<sub>9</sub>H<sub>6</sub>O<sub>4</sub>
</td>
<td align="left">6.78</td>
<td align="left">177.0190</td>
<td align="left">177.0188</td>
<td align="left">1.13</td>
<td align="left">1,683</td>
<td align="left">133.0273 [M-H-CO<sub>2</sub>]<sup>-</sup>
</td>
<td align="left">P</td>
</tr>
<tr>
<td align="left">10</td>
<td align="left">10-Hydroxyaloin</td>
<td align="left">C<sub>21</sub>H<sub>22</sub>O<sub>10</sub>
</td>
<td align="left">17.15</td>
<td align="left">433.1135</td>
<td align="left">433.1135</td>
<td align="left">0.00</td>
<td align="left">2,204</td>
<td align="left">270.0536 [M-H-C<sub>6</sub>H<sub>11</sub>O<sub>5</sub>]<sup>-</sup>253.0472 [M-H-C<sub>6</sub>H<sub>11</sub>O<sub>5-</sub>OH]<sup>-</sup>253.0404 [M-H-C<sub>6</sub>H<sub>11</sub>O<sub>5</sub>-H<sub>2</sub>O]<sup>-</sup>
</td>
<td align="left">P</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s5-2">
<title>Study on the Pharmacokinetics of Main Components Absorbed Into Blood of KFXYS</title>
<p>In order to explore the drug-like properties of compounds, we investigated the pharmacokinetics of the KFXYS-derived components with good peak shape and considerable content&#x20;in the blood. It is reported that the alkaloid in SFR has definite anti-inflammatory activity, such as matrine (<xref ref-type="bibr" rid="B18">Pu., et&#x20;al., 2016</xref>), oxymatrine (<xref ref-type="bibr" rid="B25">Wang et&#x20;al., 2015</xref>), sophocarpine (<xref ref-type="bibr" rid="B8">Jiang et&#x20;al., 2018b</xref>); sophoridine (<xref ref-type="bibr" rid="B24">Wang et&#x20;al., 2021</xref>), and oxysophocarpine (<xref ref-type="bibr" rid="B27">Yang et&#x20;al., 2015</xref>). Therefore, we studied&#x20;the pharmacokinetics of the alkaloids from SFR, including matrine, sophocarpine, sophoridine, oxymatrine and oxysophorine, formononetin from SFR, aloin A from aloe, and esculetin from VH and TH. The results showed that matrine, sophocarpine, aloin, esculetin-<italic>O</italic>-glucuronide, 7,4&#x2032;-dihydroxyisoflavone-<italic>O</italic>-glucuronide (7-hydroxy-4&#x2032;-methoxyflavonol-CH<sub>2</sub>&#x2b;C<sub>6</sub>H<sub>8</sub>O<sub>6</sub>), and 4&#x2032;-methoxyisoflavone-7-<italic>O</italic>-glucuronide had good ADME behavior <italic>in vivo</italic> (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>). Due to the low content of other components in blood, we only discovered these six components showed good ADME behavior <italic>in vivo</italic>. Thus, we&#x20;speculated that matrine, sophocarpine, aloin, esculetin, and 7-hydroxy-4&#x2032;-methoxyisoflavone and their metabolites may be the potential pharmacological components of KFXYS.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>The ADME behavior of transitional components in blood. <bold>(A)</bold> Matrine, <bold>(B)</bold> Sophocarpine, <bold>(C)</bold> Aloin A, <bold>(D)</bold> Esculetin-<italic>O</italic>-glucuronide, <bold>(E)</bold> 7-hydroxy-4&#x2032;-methoxyflavonol-CH<sub>2</sub>&#x2b; C<sub>6</sub>H<sub>8</sub>O<sub>6</sub>, <bold>(F)</bold> 4&#x2032;-methoxyisoflavone-7-<italic>O</italic>-glucuronide.</p>
</caption>
<graphic xlink:href="fphar-13-812587-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s6">
<title>Study on the Mechanism of KFXYS in the Treatment of CPID</title>
<sec id="s6-1">
<title>Study of Differential Metabolites Associated With the Inflammatory Indexes of KFXYS</title>
<p>By dividing the serum sample into polar part and weak polar part, more comprehensive metabolic information was obtained, and the BPIs in positive and negative ion mode are shown in <xref ref-type="sec" rid="s14">Supplementary Figure S2</xref>. QC samples in positive and negative ion mode showed that both the instrument precision and method precision can carry out good metabolic profile analysis.</p>
<p>The serum samples of sham operation group, model group and KFXYS-dosed group were subject to multivariate statistical analysis. In order to distinguish and visualize the differences between different groups, PCA and OPLS-DA analyses were performed. PCA diagrams showed that the model group and sham operation group are clearly separated, and the KFXYS-dosed group tends to be adjusted to the sham operation group <bold>(</bold>
<xref ref-type="fig" rid="F5">Figures 5A,B</xref>). The serum samples of sham operation group and model group were used for Student&#x2019;s <italic>t</italic>-test (<italic>t</italic>-test) and OPLS-DA analysis (<xref ref-type="fig" rid="F5">Figures 5C,D</xref>) to screen the metabolites with significant differences (<italic>p</italic>&#x20;&#x3c; 0.05, VIP &#x3e;1) (<xref ref-type="fig" rid="F5">Figures 5E,F</xref>), respectively. Among these differential metabolites (<italic>p</italic>&#x20;&#x3c; 0.05, VIP &#x3e; 1), those with the opposite trend in the KFXYS group and model group were defined as final differential metabolites. As shown in <xref ref-type="table" rid="T3">Table&#x20;3</xref>, a total of 16 final differential metabolites were screened and identified.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Metabolomics analysis of KFXYS in rats with CPID. PCA analysis in different groups of the polar parts <bold>(A)</bold> and weak polar parts of serum <bold>(B)</bold>. OPLS-DA score plot between the sham operation group and the model group of the polar parts of serum <bold>(C)</bold> and weak polar parts of serum <bold>(D)</bold>; S-plot analysis of rats between the sham operation and the model group of the polar parts of serum <bold>(E)</bold> and weak polar parts of serum <bold>(F)</bold>. <bold>(G)</bold> Pearson correlation between 16 differential metabolites and four inflammatory indexes. The scale ranged from &#x2b;1.0 (red) to -1.0 (blue). <sup>&#x2a;</sup>
<italic>p</italic>&#x20;&#x3c; 0.05 denoted statistical significance between metabolites and inflammatory indexes.</p>
</caption>
<graphic xlink:href="fphar-13-812587-g005.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Differential metabolites of metabolomics.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">No</th>
<th align="center">
<italic>t</italic>
<sub>R</sub>-<italic>m/z</italic>
</th>
<th align="center">Quasi-molecular ion</th>
<th align="center">Formula</th>
<th align="center">Name</th>
<th align="center">VIP</th>
<th align="center">T<sup>M</sup>
</th>
<th align="center">T<sup>K</sup>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="char" char="ndash">0.90&#x2013;301.2170</td>
<td align="left">M-H<sub>2</sub>O &#x2b; H</td>
<td align="left">C<sub>20</sub>H<sub>30</sub>O<sub>3</sub>
</td>
<td align="left">Leukotriene A4</td>
<td align="char" char=".">1.50</td>
<td align="center">&#x2193;<sup>&#x2a;</sup>
</td>
<td align="center">&#x2191;<sup>&#x2a;&#x2a;</sup>
</td>
</tr>
<tr>
<td align="left">2</td>
<td align="char" char="ndash">1.38&#x2013;301.2166</td>
<td align="left">M-H<sub>2</sub>O-H</td>
<td align="left">C<sub>20</sub>H<sub>32</sub>O<sub>3</sub>
</td>
<td align="left">20-HETE</td>
<td align="char" char=".">1.63</td>
<td align="center">&#x2191;<sup>&#x2a;&#x2a;&#x2a;</sup>
</td>
<td align="center">&#x2193;<sup>&#x2a;</sup>
</td>
</tr>
<tr>
<td align="left">3</td>
<td align="char" char="ndash">1.81&#x2013;311.222</td>
<td align="left">M-H</td>
<td align="left">C<sub>18</sub>H<sub>32</sub>O<sub>4</sub>
</td>
<td align="left">13-<sc>l</sc>-Hydroperoxylinoleic acid</td>
<td align="char" char=".">3.00</td>
<td align="center">&#x2193;<sup>&#x2a;&#x2a;</sup>
</td>
<td align="center">&#x2191;</td>
</tr>
<tr>
<td align="left">4</td>
<td align="char" char="ndash">3.47&#x2013;139.0513</td>
<td align="left">M &#x2b; H</td>
<td align="left">C<sub>6</sub>H<sub>6</sub>N<sub>2</sub>O<sub>2</sub>
</td>
<td align="left">Urocanic acid</td>
<td align="char" char=".">1.86</td>
<td align="center">&#x2193;<sup>&#x2a;&#x2a;</sup>
</td>
<td align="center">&#x2193;</td>
</tr>
<tr>
<td align="left">5</td>
<td align="char" char="ndash">5.42&#x2013;192.0663</td>
<td align="left">M &#x2b; H</td>
<td align="left">C<sub>10</sub>H<sub>9</sub>NO<sub>3</sub>
</td>
<td align="left">5-Hydroxyindoleacetic acid</td>
<td align="char" char=".">1.17</td>
<td align="center">&#x2191;<sup>&#x2a;&#x2a;</sup>
</td>
<td align="center">&#x2193;<sup>&#x2a;&#x2a;</sup>
</td>
</tr>
<tr>
<td align="left">6</td>
<td align="char" char="ndash">7.69&#x2013;116.0717</td>
<td align="left">M &#x2b; H</td>
<td align="left">C<sub>5</sub>H<sub>9</sub>NO<sub>2</sub>
</td>
<td align="left">Proline</td>
<td align="char" char=".">1.77</td>
<td align="center">&#x2193;<sup>&#x2a;&#x2a;</sup>
</td>
<td align="center">&#x2191;</td>
</tr>
<tr>
<td align="left">7</td>
<td align="char" char="ndash">7.84&#x2013;133.0983</td>
<td align="left">M &#x2b; H</td>
<td align="left">C<sub>5</sub>H<sub>12</sub>N<sub>2</sub>O<sub>2</sub>
</td>
<td align="left">Ornithine</td>
<td align="char" char=".">1.47</td>
<td align="center">&#x2193;<sup>&#x2a;</sup>
</td>
<td align="center">&#x2191;<sup>&#x2a;</sup>
</td>
</tr>
<tr>
<td align="left">8</td>
<td align="char" char="ndash">8.68&#x2013;173.1038</td>
<td align="left">M-H</td>
<td align="left">C<sub>6</sub>H<sub>14</sub>N<sub>4</sub>O<sub>2</sub>
</td>
<td align="left">Arginine</td>
<td align="char" char=".">2.25</td>
<td align="center">&#x2191;<sup>&#x2a;&#x2a;</sup>
</td>
<td align="center">&#x2193;<sup>&#x2a;</sup>
</td>
</tr>
<tr>
<td align="left">9</td>
<td align="char" char="ndash">1.6&#x2013;313.2378</td>
<td align="left">M-H</td>
<td align="left">C<sub>18</sub>H<sub>34</sub>O<sub>4</sub>
</td>
<td align="left">9,10-DiHOME</td>
<td align="char" char=".">1.86</td>
<td align="center">&#x2191;<sup>&#x2a;&#x2a;</sup>
</td>
<td align="center">&#x2193;<sup>&#x2a;&#x2a;</sup>
</td>
</tr>
<tr>
<td align="left">10</td>
<td align="char" char="ndash">13.03&#x2013;836.6166</td>
<td align="left">M &#x2b; H</td>
<td align="left">C<sub>48</sub>H<sub>86</sub>NO<sub>8</sub>P</td>
<td align="left">PC(20:1 (11Z)/20:4 (8Z,11Z,14Z,17Z))</td>
<td align="char" char=".">4.93</td>
<td align="center">&#x2193;<sup>&#x2a;</sup>
</td>
<td align="center">&#x2191;<sup>&#x2a;</sup>
</td>
</tr>
<tr>
<td align="left">11</td>
<td align="char" char="ndash">14.98&#x2013;367.3363</td>
<td align="left">M-H<sub>2</sub>O &#x2b; H</td>
<td align="left">C<sub>27</sub>H<sub>44</sub>O</td>
<td align="left">7-Dehydrocholesterol</td>
<td align="char" char=".">1.85</td>
<td align="center">&#x2193;<sup>&#x2a;</sup>
</td>
<td align="center">&#x2191;</td>
</tr>
<tr>
<td align="left">12</td>
<td align="char" char="ndash">15.02&#x2013;671.5767</td>
<td align="left">M &#x2b; H</td>
<td align="left">C<sub>47</sub>H<sub>74</sub>O<sub>2</sub>
</td>
<td align="left">CE (20:5 (5Z,8Z,11Z,14Z,17Z)</td>
<td align="char" char=".">3.06</td>
<td align="center">&#x2193;<sup>&#x2a;</sup>
</td>
<td align="center">&#x2191;<sup>&#x2a;</sup>
</td>
</tr>
<tr>
<td align="left">13</td>
<td align="char" char="ndash">15.02&#x2013;711.569</td>
<td align="left">M-H<sub>2</sub>O &#x2b; H</td>
<td align="left">C<sub>41</sub>H<sub>81</sub>N<sub>2</sub>O<sub>6</sub>P</td>
<td align="left">SM(d18:1/18:1 (9Z))</td>
<td align="char" char=".">2.22</td>
<td align="center">&#x2191;<sup>&#x2a;&#x2a;</sup>
</td>
<td align="center">&#x2193;</td>
</tr>
<tr>
<td align="left">14</td>
<td align="char" char="ndash">15.03&#x2013;303.2323</td>
<td align="left">M-H<sub>2</sub>O &#x2b; H</td>
<td align="left">C<sub>20</sub>H<sub>32</sub>O<sub>3</sub>
</td>
<td align="left">15(S)-HETE</td>
<td align="char" char=".">1.59</td>
<td align="center">&#x2193;<sup>&#x2a;</sup>
</td>
<td align="center">&#x2191;<sup>&#x2a;</sup>
</td>
</tr>
<tr>
<td align="left">15</td>
<td align="char" char="ndash">16.29&#x2013;369.352</td>
<td align="left">M-H<sub>2</sub>O &#x2b; H</td>
<td align="left">C<sub>27</sub>H<sub>46</sub>O</td>
<td align="left">5&#x3b1;-Cholestanone</td>
<td align="char" char=".">8.23</td>
<td align="center">&#x2193;<sup>&#x2a;</sup>
</td>
<td align="center">&#x2191;</td>
</tr>
<tr>
<td align="left">16</td>
<td align="char" char="ndash">16.69&#x2013;397.3833</td>
<td align="left">M-H<sub>2</sub>O &#x2b; H</td>
<td align="left">C<sub>29</sub>H<sub>50</sub>O</td>
<td align="left">4,4-Dimethyl-5<italic>&#x3b1;</italic>-cholesta-8-en-3b-ol</td>
<td align="char" char=".">3.14</td>
<td align="center">&#x2193;<sup>&#x2a;</sup>
</td>
<td align="center">&#x2191;</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>To investigate the correlation between these metabolites and the efficacy of KFXYS, Pearson correlation analysis was performed using the inflammatory indexes in uterine tissue homogenate including IL-6, IL-10, IL-1, and TNF-&#x3b1;, and 16 differential metabolites to further screen metabolites (<xref ref-type="fig" rid="F5">Figure&#x20;5G</xref>). The Pearson correlation analysis revealed that inflammatory indexes were significantly correlation to five metabolites, including Leukotriene A4, 5-Hydroxyindoleacetic acid, Ornithine, Arginine, and PC (20:1 (11Z)/20:4 (8Z,11Z,14Z, 17Z)), which indicated that KFXYS may play a role in the treatment of CPID by regulating these directly related metabolites.</p>
<p>To explore the metabolic pathways related to the efficacy of KFXYS, the five metabolites were imported into MetaboAnalyst. Nine corresponding pathways were constructed, including Arginine biosynthesis, Arachidonic acid metabolism, Arginine and proline metabolism, Linoleic acid metabolism, alpha-Linolenic acid metabolism, Glutathione metabolism, Glycerophospholipid metabolism, Tryptophan metabolism, and Aminoacyl-tRNA biosynthesis (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Metabolic pathway analysis of the final differential metabolites. <bold>(A)</bold>. Arginine biosynthesis, <bold>(B)</bold>. Arachidonic acid metabolism, <bold>(C)</bold>. Arginine and proline metabolism, <bold>(D)</bold>. Linoleic acid metabolism, <bold>(E)</bold>. alpha-Linolenic acid metabolism, <bold>(F)</bold>. Glutathione metabolism, <bold>(G)</bold>. Glycerophospholipid metabolism, <bold>(H)</bold>. Tryptophan metabolism, and <bold>(I)</bold>. Aminoacyl-tRNA biosynthesis.</p>
</caption>
<graphic xlink:href="fphar-13-812587-g006.tif"/>
</fig>
</sec>
<sec id="s6-2">
<title>Study on the Potential Pathways of KFXYS Based on Network Pharmacology</title>
<p>Based on the ingredients absorbed into blood with good ADME behavior, 422 drug targets were predicted from the PharmMapper database and TCMSP database. Combined with GeneCards and OMIM database, 1973 disease targets of CPID were obtained. The 185 overlapping targets of disease targets and drug targets are potential targets for KFXYS in treating CPID (<xref ref-type="fig" rid="F7">Figure&#x20;7A</xref>). GO enrichment analysis was used to discover the underlying biological process (BP), cellular component (CC) and molecular function (MF) of the 185 potential targets. BP analysis showed that the treatment of KFXYS was mainly related to response to negative regulation of apoptotic signaling pathway. CC analysis showed that the treatment process of KFXYS was related to cellular components such as membrane raft, membrane microdomain and vesicle lumen. MF analysis showed that the treatment of KFXYS was mainly related to molecular functions such as immunoglobulin binding and cytokine receptor binding (<xref ref-type="fig" rid="F7">Figure&#x20;7B</xref>). In KEGG enrichment analysis of potential targets, 176 pathways were obtained with the critical value of <italic>p</italic>&#x20;&#x3c; 0.05. The first 10 pathways were taken as shown in <xref ref-type="fig" rid="F7">Figure&#x20;7C</xref>.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Network pharmacological analysis of KFXYS in the treatment of CPID. <bold>(A)</bold> The overlapped targets of KFXYS and CPID; <bold>(B)</bold> GO terms enrichment analysis (Biological Process, Cellular Component, Molecular Function); <bold>(C)</bold> The KEGG pathway enrichment analysis of the potential targets.</p>
</caption>
<graphic xlink:href="fphar-13-812587-g007.tif"/>
</fig>
</sec>
<sec id="s6-3">
<title>Study on the Mechanism of KFXYS Based on the Integration of Metabolomics and Network Pharmacology</title>
<p>The shared pathways of metabolomics and network pharmacology were arginine and proline metabolism, glutathione metabolism, which may be the key pathways of KFXYS in the treatment of CPID. The targets obtained by network pharmacology were screened by the proteins in these two key pathways, and the obtained targets were regarded as key targets. Finally, nine key targets were identified. The specific target information is shown in <xref ref-type="table" rid="T4">Table&#x20;4</xref>. According to the previously obtained components absorbed into blood which had good behavior, nine key targets, and two key metabolic pathways, a &#x201c;TCM prescription-single herb-compound-key targets-key pathways-disease&#x201d; network of KFXYS in the treatment of CPID was constructed (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref>). In this network, it can be seen that KFXYS is characterized by multi-components, multi-targets and multi-pathways in the treatment of diseases. For example, both aloin and formononetin in KFXYS can treat CPID by acting on ARG1, NOS2, and NOS3 proteins in the arginine and proline metabolism.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>The key targets of KFXYS in the treatment of CPID.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">No</th>
<th align="center">Target</th>
<th align="center">Uniprot id</th>
<th align="center">Protein name</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="left">NOS3</td>
<td align="left">P29474</td>
<td align="left">Nitric oxide synthase, endothelial</td>
</tr>
<tr>
<td align="left">2</td>
<td align="left">NOS2</td>
<td align="left">P35228</td>
<td align="left">Nitric oxide synthase, inducible</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">ARG1</td>
<td align="left">P05089</td>
<td align="left">Arginase-1</td>
</tr>
<tr>
<td align="left">4</td>
<td align="left">MAOA</td>
<td align="left">P21397</td>
<td align="left">Amine oxidase</td>
</tr>
<tr>
<td align="left">5</td>
<td align="left">ODC1</td>
<td align="left">P11926</td>
<td align="left">Ornithine decarboxylase</td>
</tr>
<tr>
<td align="left">6</td>
<td align="left">G6PD</td>
<td align="left">P11413</td>
<td align="left">Glucose-6-phosphate 1-dehydrogenase</td>
</tr>
<tr>
<td align="left">7</td>
<td align="left">GSTM1</td>
<td align="left">P09488</td>
<td align="left">Glutathione S-transferase Mu 1</td>
</tr>
<tr>
<td align="left">8</td>
<td align="left">GSTP1</td>
<td align="left">P09211</td>
<td align="left">Glutathione S-transferase P</td>
</tr>
<tr>
<td align="left">9</td>
<td align="left">GSR</td>
<td align="left">P00390</td>
<td align="left">Glutathione reductase, mitochondrial</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Network diagram of &#x201c;TCM prescription-single herb-compound-key targets-key pathways-disease".</p>
</caption>
<graphic xlink:href="fphar-13-812587-g008.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s7">
<title>Discussion</title>
<p>TCM is characterized by multi-component, multi-target and multi-pathway for the treatment of diseases. Metabolomics can obtain the changes of endogenous metabolites, and network pharmacology can reveal the potential targets of TCM in the treatment of diseases. The combination of metabolomics and network pharmacology provides a promising strategy for elucidating the treatment mechanisms of TCM. In our study, the reversal effect of KFXYS on inflammatory indexes were verified in CPID rats, and 60 components absorbed into the blood of KFXYS were identified, and among them there are six ingredients had good ADME behavior. Five differential metabolites correlation to inflammatory indexes were discovered by metabolomics and correlation analysis, and these metabolites were used to metabolic pathway analysis. Combined with the potential pathways obtained by network pharmacology, two shared pathways were considered as key pathways, namely, arginine and proline metabolism, glutathione metabolism. The potential targets obtained by network pharmacology were screened with the proteins contained in the key pathways, and nine key targets were screened&#x20;out.</p>
<p>The components of KFXYS absorbed into the blood and had good ADME behavior may the effective ingredients in treating CPID, and a half of them come from SFR. SFR is the monarch drug of KFXYS, and it is a typical anti-inflammatory drug in TCM (<xref ref-type="bibr" rid="B25">Wang et&#x20;al., 2015</xref>). Among these components, matrine (<xref ref-type="bibr" rid="B29">You et&#x20;al., 2020</xref>) can reduce the levels of pro-inflammatory factors TNF-&#x3b1;, and IL-1&#x3b2; in the disease site to exert anti-inflammatory effect. Sophocarpine (<xref ref-type="bibr" rid="B8">Jiang Z. et&#x20;al., 2018</xref>) can inhibit NF-&#x3ba;B pathway, and up-regulate the activity and expression of endogenous antioxidants such as SOD, CAT and GSH to reduce the level of oxidative stress. Both formononetin (<xref ref-type="bibr" rid="B28">Yi et&#x20;al., 2020</xref>) and aloin (<xref ref-type="bibr" rid="B11">Lee et&#x20;al., 2019</xref>) have effect of anti-inflammatory and antioxidant activity. Esculetin can reduce the secretion of NO and alleviate the damage of inflammation to organs and tissues. A variety of components of KFXYS are working together to exert its therapeutic efficacy.</p>
<p>In arginine and proline metabolism, the level of arginine in serum of rats with CPID increased significantly, while the levels of ornithine and proline decreased significantly. We speculate that the degradation pathway of arginine is inhibited in rats with CPID, which increases the content of arginine and increase the cytotoxicity of specific immune cells (<xref ref-type="bibr" rid="B13">Li et&#x20;al., 2007</xref>). After administration of KFXYS, the levels of ornithine and proline increased, indicating that KFXYS promote the degradation of arginine, and arginase &#x2160; or &#x2161; is the most related to arginine degradation, so it is speculated that KFXYS can increase the expression level of ARG1, promote arginine degradation and improve immune status. Nitric oxide synthase (NOS3, NOS2) can convert <sc>l</sc>-arginine into citrulline and NO, the excessive production of NO is closely related to mycoplasma-induced infectious inflammation, such as pelvic inflammation (<xref ref-type="bibr" rid="B15">Lin et&#x20;al., 2021</xref>), and NO can cause tissue damage in the process of chronic inflammation (<xref ref-type="bibr" rid="B20">Sioutas et&#x20;al., 2008</xref>). Therefore, the excessive production of NO through downregulate the expression of NOS3 may be an effective strategy for the treatment of inflammation-related diseases such as CPID (<xref ref-type="bibr" rid="B31">Zhang et&#x20;al., 2018</xref>). Ornithine decarboxylase (ODC1) metabolizes <sc>l</sc>-ornithine to polyamines. Studies have shown that up-regulation of ODC1 can inhibit the secretion of inflammatory cytokines and inhibit ROS-induced apoptosis (<xref ref-type="bibr" rid="B7">Jiang et&#x20;al., 2018a</xref>), indicating that KFXYS may promote the expression of ODC1 so as to inhibit inflammation. Monoamine oxidase A (MAOA) can catalyze the degradation of monoamine and produce H<sub>2</sub>O<sub>2</sub>, a type of ROS (<xref ref-type="bibr" rid="B12">Li et&#x20;al., 2020</xref>), and KFXYS may reduce the expression of MAOA to increase the antioxidant and anti-inflammatory activities (<xref ref-type="bibr" rid="B17">Pallio et&#x20;al., 2021</xref>).</p>
<p>CPID is a chronic inflammation that induces oxidative stress through the production of ROS (<xref ref-type="bibr" rid="B23">Tsuneyama et&#x20;al., 2002</xref>). In glutathione metabolism, NADPH catalyzed by glucose 6-phosphate dehydrogenase (G6PD) plays an important role in the regeneration of glutathione (GSH) (<xref ref-type="bibr" rid="B6">Jain et&#x20;al., 2020</xref>). Glutathione reductase (GSR) can catalyze the reduction of glutathione disulfide (GSSG) to GSH. GSH is an antioxidant that reduces the state of oxidative stress in the body, so G6PD and GSR play an important role in redox regulation (<xref ref-type="bibr" rid="B10">Kim et&#x20;al., 2019</xref>). Glutathione reductase (GSR) is a class of antioxidant enzymes, oxidative stress induced by the release of ROS from inflammatory sites enhances the expression of GST gene (<xref ref-type="bibr" rid="B16">Morceau et&#x20;al., 2004</xref>). Increased expression of glutathione transferase M1 (GSTM1) inhibits apoptosis induced by cytokines and oxidative stress (<xref ref-type="bibr" rid="B32">Zhao et&#x20;al., 2019</xref>). Endogenous glutathione transferase P1 (GSTP1) inhibits the activation of NF-&#x3ba;B (<xref ref-type="bibr" rid="B9">Jones et&#x20;al., 2016</xref>) and alleviates inflammatory response in a variety of experimental models of tissue injury or inflammation (<xref ref-type="bibr" rid="B19">S&#xe1;nchez-G&#xf3;mez et&#x20;al., 2016</xref>). KFXYS may alleviate the CPID by acting on the key proteins in glutathione metabolism, promoting the production of glutathione, reducing oxidative stress and apoptosis caused by inflammation.</p>
<p>Overall, we speculate the ingredients of KFXYS may act the key proteins including ARG1, NOS2, NOS3 etc. to play a role in the treatment of CPID (<xref ref-type="fig" rid="F9">Figure&#x20;9</xref>). However, the regulatory effect of KFXYS on specific targets needs to be verified by further experiments.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>The possible mechanism of KFXYS. The circle represents the metabolite, in which the light yellow circle and the orange circle represent separately the significantly decreased metabolites and the significantly elevated metabolites after administration of KFXYS, and the green circle represents the metabolite that has not been identified by metabolomics. The rectangle represents the key target, which blue font represents inhibition and the red font represents activation.</p>
</caption>
<graphic xlink:href="fphar-13-812587-g009.tif"/>
</fig>
</sec>
</body>
<back>
<sec id="s8">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s14">Supplementary Material,</xref> further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s9">
<title>Ethics statement</title>
<p>The animal study was reviewed and approved by the Animal Care and Ethics Committee of Beijing University of Chinese Medicine.</p>
</sec>
<sec id="s10">
<title>Author Contributions</title>
<p>XG designed and conceptualized this study. ZZ and ZX contributed to the design of this study and writing the draft of the manuscript. ZZ, ZX, SL, YS, CZ, and XL conducted the experiments. XG and BQ contributed to the editing and review of the manuscript.</p>
</sec>
<sec id="s11">
<title>Funding</title>
<p>This work was supported by the Fundamental Research Funds for the Central Universities (2020-JYB-ZDGG-033).</p>
</sec>
<sec sec-type="COI-statement" id="s12">
<title>Conflict of Interest</title>
<p>Author BQ is employed by Sunflower Pharmaceutical Group Co.,&#x20;Ltd.</p>
<p>The remaining 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="s13">
<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="s14">
<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/fphar.2022.812587/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphar.2022.812587/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"/>
</sec>
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