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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">752211</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2021.752211</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>Mechanisms Underlying the Action of Ziziphi Spinosae Semen in the Treatment of Insomnia: A Study Involving Network Pharmacology and Experimental Validation</article-title>
<alt-title alt-title-type="left-running-head">Bian et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Ziziphi Spinosae Semen and Insomnia</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Bian</surname>
<given-names>Zhenhua</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1424894/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Wenming</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tang</surname>
<given-names>Jingyue</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fei</surname>
<given-names>Qianqian</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hu</surname>
<given-names>Minmin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Xiaowei</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Su</surname>
<given-names>Lianlin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fei</surname>
<given-names>Chenghao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1550046/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ji</surname>
<given-names>De</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mao</surname>
<given-names>Chunqin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tong</surname>
<given-names>Huangjin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yuan</surname>
<given-names>Xiaohang</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lu</surname>
<given-names>Tulin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>College of Pharmacy, Nanjing University of Chinese Medicine</institution>, <addr-line>Nanjing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Pharmacy, Wuxi TCM Hospital Affiliated to Nanjing University of Chinese Medicine</institution>, <addr-line>Wuxi</addr-line>, <country>China</country>
</aff>
<author-notes>
<corresp id="c001">&#x2a;Correspondence: Xiaohang Yuan, <email>13861759928@126.com</email>; Tulin Lu, <email>ltl2021@njucm.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Ethnopharmacology, a section of the journal Frontiers in Pharmacology</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/515459/overview">Xuezhong Zhou</ext-link>, Beijing Jiaotong 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/723704/overview">Jihan Huang</ext-link>, Shanghai University of Traditional Chinese Medicine, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/835123/overview">Siliang Wang</ext-link>, Nanjing University, China</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>752211</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Bian, Zhang, Tang, Fei, Hu, Chen, Su, Fei, Ji, Mao, Tong, Yuan and Lu.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Bian, Zhang, Tang, Fei, Hu, Chen, Su, Fei, Ji, Mao, Tong, Yuan and Lu</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>
<bold>Purpose:</bold> This study aimed to investigate the potential mechanisms and related bioactive components of ZSS for the treatment of insomnia.</p>
<p>
<bold>Method:</bold> The insomnia model of rat induced by PCPA was established. After oral administration of ZSS extract, the general morphological observation, pentobarbital sodium-induced sleep test and histopathological evaluation were carried out. Network pharmacology, assisted by UHPLC-Q-Exactive-MS/MS analysis, was developed to identify the targets of ZSS in the treatment of insomnia, as well as the corresponding signaling pathways. In addition, we validated the identified targets and pathways by RT-qPCR and immunohistochemical analysis.</p>
<p>
<bold>Results:</bold> The pentobarbital sodium-induced sleep test, determination of 5-HT and GABA levles in hypothalamic tissues and HE staining showed that ZSS extract was an effective treatment for insomnia. Network pharmacology analysis identified a total of 19 candidate bioactive ingredients in ZSS extract, along with 433 potentially related targets. Next, we performed protein-protein interaction (PPI), MCODE clustering analysis, GO functional enrichment analysis, KEGG pathway enrichment analysis, and ingredient-target-pathway (I-T-P) sub-networks analysis. These methods allowed us to investigate the synergistic therapeutic effects of crucial pathways, including the serotonergic and GABAergic synapse pathways. Our analyses revealed that palmitic acid, coclaurine, jujuboside A, N-nornuciferine, caaverine, magnoflorine, jujuboside B, and betulinic acid, all played key roles in the regulation of these crucial pathways. Finally, we used the PCPA-induced insomnia in rats to validate the data generated by network pharmacology; these <italic>in vivo</italic> experiments clearly showed that pathways associated with the serotonergic and GABAergic system were activated in the rats model. Furthermore, ZSS treatment significantly suppressed high levels of HTR1A, GABRA1, and GABRG2 expression in the hypothalamus and reduced the expression levels of HTR2A.</p>
<p>
<bold>Conclusion:</bold> Based on the combination of comprehensive network pharmacology and <italic>in vivo</italic> experiments, we successfully identified the potential pharmacological mechanisms underlying the action of ZSS in the treatment of insomnia. The results provide a theoretical basis for further development and utilization of ZSS, and also provide support for the development of innovative drugs for the treatment of insomnia.</p>
</abstract>
<kwd-group>
<kwd>Ziziphi Spinosae Semen</kwd>
<kwd>insomnia</kwd>
<kwd>network pharmacology</kwd>
<kwd>targets</kwd>
<kwd>pharmacological mechanisms</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Insomnia is a common sleep disorder that is characterized by sustained difficulty initiating or maintaining sleep. The global prevalence of insomnia symptoms range from 8 to 40% (<xref ref-type="bibr" rid="B50">Vgontzas and Fernandez-Mendoza, 2013</xref>). Research has shown that insomnia frequently causes other psychological and physical disorders, including depression, anxiety, hypertension, diabetes, cardiovascular diseases, and cerebrovascular diseases (<xref ref-type="bibr" rid="B30">Morin et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B18">Horsch et&#x20;al., 2017</xref>). Numerous sedative-hypnotic drugs have been used in the clinic, including benzodiazepines, antihistamines, and antidepressants; however, these drugs have common side effects, such as dizziness, lethargy, and physical dependence (<xref ref-type="bibr" rid="B63">Zhou et&#x20;al., 2018</xref>). In addition, Chinese herbal medicine has been historically used to treat insomnia and is now a recognized therapeutic used across the world (<xref ref-type="bibr" rid="B43">Shi et&#x20;al., 2014</xref>).</p>
<p>Ziziphi Spinosae Semen (ZSS), known as suan zao ren in China, has been widely used to manage insomnia and palpitations in Traditional Chinese Medicine (<xref ref-type="bibr" rid="B57">Yeung et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B38">Rodr&#xed;guez Villanueva and Rodr&#xed;guez Villanueva, 2017</xref>; <xref ref-type="bibr" rid="B42">Shergis et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B63">Zhou et&#x20;al., 2018</xref>). Modern pharmacological research indicates that ZSS exhibits good sedative and hypnotic effects on the central nervous system (<xref ref-type="bibr" rid="B55">Xiao et&#x20;al., 2018</xref>). There are many prescriptions containing ZSS as a raw medical material in the Chinese Pharmacopoeia; these are commonly used to treat palpitations and insomnia. Over 150 different components have been separated and identified from ZSS, including saponins, flavonoids, alkaloids, and polysaccharides. Total saponins and compounds from ZSS are well known for their significant sedative and hypnotic effects (<xref ref-type="bibr" rid="B13">Du et&#x20;al., 2020</xref>). Until now, the pharmacological investigation of total saponins for the treatment of insomnia has mainly focused on jujubosides, jujuboside A, jujuboside B, and other monomers. A previous research study showed that jujubosides, the main saponins of ZSS, significantly reduced the spontaneous activity of mice by regulating the serotonin system (<xref ref-type="bibr" rid="B17">He et&#x20;al., 2020</xref>). It has also been reported that jujuboside A can inhibit the formation of the hippocampus <italic>via</italic> a glutamate-mediated excitatory signaling pathway (<xref ref-type="bibr" rid="B60">Zhang et&#x20;al., 2003</xref>). Jujubosides can also modulate the expression of &#x3b3;-amino-butyric acid A (GABA<sub>A</sub>) receptor subunits in hippocampal neurons (<xref ref-type="bibr" rid="B59">You et&#x20;al., 2010</xref>). Other studies have shown that jujuboside B can up-regulate the expression of GABA<sub>A</sub> receptors and increase the frequency of chloride channel opening, thus creating a hypnotic effect (<xref ref-type="bibr" rid="B45">Song et&#x20;al., 2017</xref>). It has been shown that the total flavonoids of ZSS can extensively reduce the spontaneous activity of mice and prolong their sleep time (<xref ref-type="bibr" rid="B23">Jiang et&#x20;al., 2007</xref>). Spinosin, the main flavonoid of ZSS, can enhance pentobarbital-induced sleep by regulating the serotonergic system (<xref ref-type="bibr" rid="B51">Wang et&#x20;al., 2008</xref>). However, it is important that we identify potential mechanisms for the overall effects of ZSS if we are to create advanced approached for treating insomnia.</p>
<p>In this study, we used network pharmacology assisted by UHPLC-Q-Exactive-MS/MS analysis to predict the active ingredients and candidate targets fo ZSS. We also used network construction to investigate the active mechanisms underlying the effect of ZSS treatment on insomnia. Finally, we validated the proposed active mechanisms of ZSS in a PCPA-induced insomnia rat model by RT-qRCR and immunohistochemical analysis. The research procedure is shown in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The workflow plan used to investigate the effects of ZSS on insomnia using network pharmacology and an experimental validation approach.</p>
</caption>
<graphic xlink:href="fphar-12-752211-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>Ziziphi Spinosae Semen (ZSS) was purchased from Jiangsu Yabang Chinese Herbal Medicine Co., Ltd. (Changzhou, China). Jujuboside A (batch number P13J9S65562), Jujuboside B (batch number C28A10S87087), Spinosin (batch number P09D11F133853), 6&#x2b9;&#x2b9;&#x2b9;-Feruloylspinosin (batch number P04J12S136476), Betulinic acid (batch number R17F11F108704) were obtained from Shanghai yuanye Biological Technology Co., Ltd. (Shanghai, China). Pentobarbital sodium was purchased from Tianjin Yifang Technology Co., Ltd. (Tianjin, China). <italic>p</italic>-chlorophenylalanine (PCPA) was supplied by Sinopharm Chemical Reagent Co., Ltd. (Shanghai, China). Acetonitrile, Formic acid and methanol (LC-MS grade) were obtained from Thermo Fisher Scientific (New Jersey, United&#x20;States). Ammonium formate (LC-MS grade) was purchased from Sigma Aldrich (St. Louis, United&#x20;States) while 2-chlorobenzalanine was purchased from Shanghai Aladdin Biochemical Technology Co., Ltd. (Shanghai, China). Ultrapure water was purified with a Milli-Q purification system (Milford, MA, United&#x20;States). Other chemicals and reagents were all analytical&#x20;grade.</p>
</sec>
<sec id="s2-2">
<title>Plant Extract Preparation</title>
<p>ZSS was formally identified as <italic>Ziziphus jujuba</italic> Mill. var. <italic>spinosa</italic> (Bunge) Hu ex H. F. Chou by Professor Tu-Lin Lu (Nanjing University of Chinese Medicine). The ZSS voucher specimen (ZSS-19121601) was deposited in the Traditional Chinese Medicine laboratory, Wuxi Traditional Chinese Medicine Hospital Affiliated to Nanjing University of Chinese Medicine under closed and dry conditions at 25&#x20;&#xb1; 5&#xb0;C. A dried sample of ZSS was crushed and extracted with petroleum ether (60&#x2013;90&#xb0;C) for 2&#xa0;h and the extraction repeated two further times. After degreasing, we added 8 volumes of 70% alcohol to the ZSS; the mixture was then fluxed three times (1.5&#xa0;h each time) and the final filtrates were combined. The filtered extract was concentrated under a vacuum and then dried by a rotary evaporator (<xref ref-type="bibr" rid="B39">Shang et&#x20;al., 2020</xref>).&#x20;The&#x20;total yield of alcohol extract from ZSS was 14.94% (w/w).</p>
</sec>
<sec id="s2-3">
<title>UHPLC-Q-Exactive-MS/MS Analysis of ZSS Extract</title>
<sec id="s2-3-1">
<title>Sample Preparation</title>
<p>First, we weighed 6.9&#xa0;mg of ZSS extract and mixed this with 5&#xa0;ml of methanol. This was then ultrasonicated at room temperature for 15&#xa0;min (300&#xa0;W, 40&#xa0;KHZ) and centrifuged for 10&#xa0;min at 12,000&#xa0;rpm. Finally, the supernatants were filtered through a 0.22&#xa0;&#xb5;m membrane to obtain prepared samples for UHPLC-Q-Exactive-MS analysis.</p>
</sec>
<sec id="s2-3-2">
<title>UHPLC-Q-Exactive-MS/MS Conditions</title>
<p>Chromatographic separation was accomplished in a Vanquis UHPLC system (Thermo Fischer Scientific, Waltham, MA, United&#x20;States) equipped with a Thermo Fischer Scientific Hypersll GOLD (100 &#xd7; 2.1&#xa0;mm, 1.8&#xa0;&#xb5;m) column maintained at 35&#xb0;C with a flow rate of 0.3&#xa0;ml/min. The temperature of the autosampler was 5&#xb0;C. Gradient elution of analytes was carried out with 0.1% acetic acid in 10&#xa0;mM ammonium acetate buffer solution (A) and acetonitrile (B). We injected 1&#xa0;&#xb5;l of each sample after equilibration. An increasing linear gradient of solvent B (v/v) was then applied, as follows: 0&#x2013;10&#xa0;min, 5&#x2013;20% B; 10&#x2013;14&#xa0;min, 20&#x2013;25% B; 14&#x2013;25&#xa0;min, 25&#x2013;35% B; 25&#x2013;30&#xa0;min, 35&#x2013;100% B; 30&#x2013;31&#xa0;min, 100&#x2013;100% B; 31&#x2013;32&#xa0;min, 100&#x2013;5% B; 32&#x2013;35&#xa0;min, 5&#x2013;5%&#x20;B.</p>
<p>The ESI-MS<sup>n</sup> experiments were executed on a Thermo Q Exactive mass spectrometer (Thermo Fischer Scientific, Massachusetts, United&#x20;States) with spray voltages of 3.5 and &#x2212;3.0&#xa0;kV in positive and negative modes, respectively. Sheath gas and auxiliary gas were set at 40 and 15 arbitrary units, respectively. The capillary temperature was 320&#xb0;C. The analyzer scanned over a mass range of m/z 150&#x2013;2,000&#xa0;Da for a full scan at a mass resolution of 70,000. Data dependent acquisition (DDA) MS/MS experiments were performed with HCD scans. Dynamic exclusion was implemented&#x20;to&#x20;remove some unnecessary information in MS/MS spectra.</p>
</sec>
<sec id="s2-3-3">
<title>Data Processing</title>
<p>The analysis of UHPLC-MS data was performed using Thermo Xcalibur Version 4.1 software (Thermo Fischer Scientific, Massachusetts, United&#x20;States). We tentatively identified the compounds of ZSS by considering a range of factors, including molecular weight, retention time, fragment information obtained from the MS/MS model, further matching annotation in our in-house database of compounds, along with previous literature and standard references.</p>
</sec>
<sec id="s2-3-4">
<title>Animal Experimentation</title>
<p>Male Sprague-Dawley rats (200&#x20;&#xb1; 20&#xa0;g) were obtained from SPF (Beijing) Biotechnology Co., Ltd (Permission No. SCXK (jing) 2019&#x2013;0010). All animals were housed in a breeding environment (12&#xa0;h light-dark cycle, 25&#x20;&#xb1; 2&#xb0;C, and 55&#x20;&#xb1; 5% relative humidity). All rats had free access to water and food. This animal research was approved by the Ethics Committee of Wuxi Hospital of Traditional Chinese Medicine (Approval ID: SKJJ2020011707) and conformed to animal welfare regulations and the ethical principles for animal protection and the relevant provisions put forward by the National Experimental Animal Welfare Ethics guidelines.</p>
<p>After 7&#xa0;days of acclimation, the rats were randomly divided into four groups (6 rats per group): a normal group, a model group, an estazolam group, and a ZSS group. The PCPA-induced model of insomnia was established using a method that was described previously (<xref ref-type="bibr" rid="B44">Si et&#x20;al., 2020</xref>). Rats in the model group, the estazolam group, and the ZSS group, were intraperitoneally injected with PCPA (350&#xa0;mg/kg) once a day for 3&#xa0;days. The normal group received the same amount of physiological saline. On the fourth day, the ZSS group was orally administered with ZSS alcohol extract (dissolved in normal saline) at a dose of 403.38&#xa0;mg/kg (equivalent to a crude drug dose of 2.7&#xa0;g/kg) once a day for 7&#xa0;days (<xref ref-type="bibr" rid="B12">Du et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B20">Hua et&#x20;al., 2021</xref>). The human equivalent dose (HED) of the dose is 0.43&#xa0;g/kg, which is 2&#x20;times of the clinical dosage (<xref ref-type="bibr" rid="B15">Food and Drug Administration, 2005</xref>). The estazolam group was administered with 0.5&#xa0;mg/kg of estazolam (dissolved in normal saline) once a day for 7&#xa0;days. Rats in the other two groups were treated with an equal volume of physiological saline. At the end of the animal experiment and after fasting for 12&#xa0;h, all rats were anaesthetized by an intraperitoneal injection of pentobarbital sodium (45&#xa0;mg/kg). Blood samples were then collected from the&#x20;abdominal aorta and hypothalamic tissues were quickly removed.</p>
</sec>
<sec id="s2-3-5">
<title>Pentobarbital Sodium-Induced Sleep Test</title>
<p>This experiment was carried out 30&#xa0;min after the last drug administration. Rats were placed on their backs following an intraperitoneal injection of pentobarbital sodium (35&#xa0;mg/kg), and then monitored the rats for signs of sleeping. Our main criterion for sleep was that the rats lost their righting reflex for more than 1&#xa0;min. Sleep latency was recorded as the time between pentobarbital sodium injection and the loss of the righting reflex. Sleep duration was recorded from the loss of the righting reflex until recovery (<xref ref-type="bibr" rid="B56">Xu et&#x20;al., 2019</xref>).</p>
</sec>
<sec id="s2-3-6">
<title>Assay for Hypothalamic 5-HT and GABA</title>
<p>The hypothalamic samples were homogenized with ice-cold PBS (w/v, 1:9). The homogenate was centrifuged at 3,000&#xa0;rpm for 10&#xa0;min at 4&#xb0;C. The supernatant was collected. The levels of 5-HT and GABA in hypothalamic tissues were measured using ELISA kits according to the manufacturer&#x2019;s instructions (Nanjing JinTing Biotechnology Co., Ltd. Nanjing, China).</p>
</sec>
<sec id="s2-3-7">
<title>Histopathological Examination</title>
<p>Hypothalamic tissues were fixed in 4% paraformaldehyde, dehydrated, embedded in paraffin, and then sectioned. Sections (4&#xa0;&#x3bc;m thick) were then dewaxed to water, and stained with hematoxylin and eosin (HE). Finally, hypothalamic lesions were observed by microscopy, as described previously (<xref ref-type="bibr" rid="B41">Shen et&#x20;al., 2020</xref>).</p>
</sec>
</sec>
<sec id="s2-4">
<title>Network Pharmacology</title>
<sec id="s2-4-1">
<title>The Screening of Candidate Ingredients</title>
<p>The phytochemicals identified by UHPLC-Q-Exactive-MS/MS were used for network pharmacology investigations. We used Lipinski&#x2019;s rule of five related parameters to screen the active compounds: a molecular weight (MW) &#x2264; 500, an octanol-water partition coefficient log P (ALogP) &#x2264; 5, a hydrogen bond donor count (Hdon) &#x2264; 5, and a hydrogen bond acceptor count (Hacc) &#x2264; 10. The principle of screening candidate ingredients was to meet at least two of the parameters (<xref ref-type="bibr" rid="B52">Wang et&#x20;al., 2020</xref>). Some compounds (e.g., jujuboside A) exhibited low values with explicit pharmacological effects; these were also selected for further&#x20;study.</p>
</sec>
<sec id="s2-4-2">
<title>Analysis of Putative Targets</title>
<p>We used BATMAN-TCM (<ext-link ext-link-type="uri" xlink:href="http://bionet.ncpsb.org.cn/batman-tcm/">http://bionet.ncpsb.org.cn/batman-tcm/</ext-link>) (<xref ref-type="bibr" rid="B22">Ji et&#x20;al., 2019</xref>) and the SwissTargetPrediction database (<ext-link ext-link-type="uri" xlink:href="http://www.swisstargetprediction.ch/">http://www.swisstargetprediction.ch/</ext-link>) (<xref ref-type="bibr" rid="B16">Gfeller et&#x20;al., 2014</xref>) to identify the relevant biological targets of candidate ingredients from ZSS. We also retrieved disease-associated targets from the GeneCards database (<ext-link ext-link-type="uri" xlink:href="https://www.genecards.org/">https://www.genecards.org/</ext-link>) by using &#x201c;insomnia&#x201d; and &#x201c;sedation and hypnosis&#x201d; as keywords (<xref ref-type="bibr" rid="B19">Hu et&#x20;al., 2020</xref>). Then, the overlapping targets between ingredient- and insomnia-associated targets were then visualized by creating Venn diagrams (<ext-link ext-link-type="uri" xlink:href="https://bioinfogp.cnb.csic.es/tools/venny/index.html">https://bioinfogp.cnb.csic.es/tools/venny/index.html</ext-link>) (<xref ref-type="bibr" rid="B21">Huang et&#x20;al., 2020</xref>). In addition, these overlapping targets were introduced into the STRING database (<ext-link ext-link-type="uri" xlink:href="https://www.string-db.org/">https://www.string-db.org/</ext-link>) to investigate protein-protein interaction (PPI) relationships; this allowed us to identify targets that were closely related to insomnia (<xref ref-type="bibr" rid="B27">Liang et&#x20;al., 2021</xref>); the protein interaction selection score was set to &#x3e;0.6. Cytoscape version 3.6.1 software (Free Software Foundation, Inc., Boston, MA, United&#x20;States) was used to visualize the PPI network. Then, we used the MCODE plugin to conduct cluster analysis of&#x20;the&#x20;targets showing high levels of interaction (<xref ref-type="bibr" rid="B61">Zhang et&#x20;al., 2019</xref>).</p>
</sec>
<sec id="s2-4-3">
<title>GO and KEGG Pathway Enrichment Analyses</title>
<p>Next, the core targets obtained from MCODE cluster analysis were imported into Omicshare tools (<ext-link ext-link-type="uri" xlink:href="https://www.omicshare.com/">https://www.omicshare.com/</ext-link>). We then performed Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses for the core targets and identified the key biological functions (biological processes, molecular functions, and cellular components) and related signaling pathways (<xref ref-type="bibr" rid="B54">Wu et&#x20;al., 2020</xref>). Finally, an ingredient-target-pathway (I-T-P) network was generated by Cytoscape version 3.6.1 software, which featured a number of relationships, including the active chemical ingredients of ZSS, the core targets, and the enriched signaling pathways (<xref ref-type="bibr" rid="B2">An et&#x20;al., 2020</xref>).</p>
</sec>
</sec>
<sec id="s2-5">
<title>Experimental Validation</title>
<sec id="s2-5-1">
<title>RT-qPCR Experiment</title>
<p>Total RNA was extracted from the rat hypothalamus with Trizol reagent (Invitrogen, Carlsbad, CA, United States). cDNA was then synthetized with a reverse transcription kit (TaKaRa, Dalian, China) by GeneExplorer PCR (Bioer Technology, Hangzhou, China). Next, the cDNA was used as a target for amplification using the TB Green Premix PCR Kit (TaKaRa, Dalian, China) and a LightCycler 480&#x20;&#x2161; (Roche, Rotkreuz, Switzerland). The real-time PCR thermal cycling protocol was as follows: 95&#xb0;C for 5&#xa0;min, followed by 50 cycles of 95&#xb0;C for 10&#xa0;s, 60&#xb0;C for 10&#xa0;s and 72&#xb0;C for 10&#xa0;s. The primer sequences were synthesized by Sangon Biotech Co., Ltd. (Shanghai, China), as follows: &#x3b2;-actin (Forward) 5&#x2032;-CCT&#x200b;CAC&#x200b;TGT&#x200b;CCA&#x200b;CCT&#x200b;TCC&#x200b;A-3&#x2032; and (Reverse) 5&#x2032;-GGG&#x200b;TGT&#x200b;AAA&#x200b;ACG&#x200b;CAG&#x200b;CTC&#x200b;A-3&#xb4;; HTR1A (Forward) 5&#x2032;-GGG&#x200b;CAA&#x200b;CTC&#x200b;CAA&#x200b;AGA&#x200b;GCA-3&#x2032; and (Reverse) 5&#x2032;-TCA&#x200b;CCG&#x200b;TCT&#x200b;TCC&#x200b;TTT&#x200b;CAC&#x200b;G-3&#xb4;; HTR2A (Forward) 5&#x2032;-TTC&#x200b;CTT&#x200b;GTC&#x200b;ATG&#x200b;CCT&#x200b;GTG&#x200b;T-3&#x2032; and (Reverse) 5&#x2032;-ATA&#x200b;GCG&#x200b;GTC&#x200b;CAG&#x200b;GGA&#x200b;GAT-3&#xb4;; GABRA1 (Forward) 5&#x2032;-GAC&#x200b;TAT&#x200b;CTT&#x200b;TGG&#x200b;GCC&#x200b;TGG&#x200b;A-3&#x2032; and (Reverse)&#x20;5&#x2032;-CAT&#x200b;CTT&#x200b;GGG&#x200b;AGG&#x200b;GCT&#x200b;GT-3&#xb4;; GABRG2 (Forward) 5&#x2032;-ACA&#x200b;ATG&#x200b;CCA&#x200b;CCC&#x200b;ACC&#x200b;TT-3&#x2032; and (Reverse) 5&#x2032;-TAT&#x200b;CCT&#x200b;CCC&#x200b;GTG&#x200b;TCT&#x200b;CCA-3&#xb4;. The relative expression of the target genes were normalized to the threshold cycle (CT) value of &#x3b2;-actin, and the data analysis was performed using the 2<sup>-&#x25b3;&#x25b3;Ct</sup> method (<xref ref-type="bibr" rid="B35">Poh et al., 2017</xref>). Real-time PCR was performed for each sample in three replicates.</p>
</sec>
<sec id="s2-5-2">
<title>Immunohistochemistry</title>
<p>Paraffin-embedded rat hypothalamic tissues were sectioned and dewaxed to water. Then, high pressure boiling was used for antigen retrieval and endogenous catalase was blocked by 3% H<sub>2</sub>O<sub>2</sub>. Next, sections (4&#xa0;&#x3bc;m thick) were incubated overnight at 4&#xb0;C with HTR1A (PA5-75267, 1:200) (Invitrogen, Carlsbad, CA, United&#x20;States), HTR2A (PA5-95288, 1:200) (Invitrogen, Carlsbad, CA, United&#x20;States), GABRA1 (ab94585, 1:200) (Abcam, United&#x20;Kingdom) and GABRG2 (ab87328, 1:200) (Abcam, United&#x20;Kingdom) antibodies. The following morning, sections were washed and then incubated for 20&#xa0;min at 37&#xb0;C with HRP-conjugated secondary antibodies (goat anti-rabbit IgG H&#x26;L, ab205718, Abcam, 1:2,000), followed by DAB and hematoxylin staining. Finally, the stained sections were imaged and observed by NIKON ECLIPSE CI microscopy (Nikon, Japan). The integrated optical density (IOD) of the expression levels of target proteins/positive cells were then quantified with Image Pro Plus version 7.0 software (Media Cybernetics, Inc., MD, United&#x20;States) (<xref ref-type="bibr" rid="B25">Jin et&#x20;al., 2020</xref>).</p>
</sec>
<sec id="s2-5-3">
<title>Statistics</title>
<p>Experimental data are shown as mean&#x20;&#xb1; standard deviation (SD). One-way analysis of variance (ANOVA) was used for all statistical analysis followed by a Dunnett&#x2b9;s test and performed in GraphPad Prism version 8 (GraphPad Software Inc., San Diego, CA, United&#x20;States). <italic>p</italic>-values &#x3c; 0.05 was considered to be statistically significant.</p>
</sec>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>UHPLC-Q-Exactive-MS Analysis of ZSS Extract</title>
<p>UHPLC-Q-Exactive-MS identified a total of 34 phytochemicals in ZSS extract, including twenty-four flavonoids, two triterpenoid saponins, two triterpene acids, four alkaloids, and two fatty acids (<xref ref-type="table" rid="T1">Table&#x20;1</xref>). Five of these compounds (spinosin, 6&#x2b9;&#x2b9;&#x2b9;-feruloylspinosin, jujuboside A, jujuboside B, and betulinic acid) were identified by comparison to standard references; the others were identified by comparison with literature.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Identified ingredients in ZSS extract.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">NO.</th>
<th align="center">RT&#x20;(min)</th>
<th align="center">Compound name</th>
<th align="center">Formula</th>
<th align="center">MS</th>
<th align="center">Error&#x20;(ppm)</th>
<th align="center">MS/MS</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="char" char=".">7.07</td>
<td align="left">Magnoflorine</td>
<td align="left">C<sub>20</sub>H<sub>24</sub>NO<sub>4</sub>
</td>
<td align="center">342.1697 [M]<sup>&#x2b;</sup>
</td>
<td align="char" char=".">&#x2212;0.877</td>
<td align="center">297.1119,282.0885,265.0858,58.0660</td>
</tr>
<tr>
<td align="left">2</td>
<td align="char" char=".">7.29</td>
<td align="left">Coclaurine</td>
<td align="left">C<sub>17</sub>H<sub>19</sub>NO<sub>3</sub>
</td>
<td align="center">286.1432 [M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char=".">&#x2212;2.097</td>
<td align="center">269.1170,237.0908,219.0807,175.0753,107.0495</td>
</tr>
<tr>
<td align="left">3</td>
<td align="char" char=".">7.50</td>
<td align="left">Vicenin &#x2161;</td>
<td align="left">C<sub>27</sub>H<sub>30</sub>O<sub>15</sub>
</td>
<td align="center">593.1527&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">2.697</td>
<td align="center">503.1214,473.1101,383.0780,353.0673</td>
</tr>
<tr>
<td align="left">4</td>
<td align="char" char=".">9.31</td>
<td align="left">6&#x2034;-(4&#x2034;&#x27;-O-glc)-vanilloylspinosin</td>
<td align="left">C<sub>42</sub>H<sub>48</sub>O<sub>23</sub>
</td>
<td align="center">921.2646 [M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char=".">&#x2212;0.217</td>
<td align="center">351.0860,327.0861,297.0757,151.0390</td>
</tr>
<tr>
<td align="left">5</td>
<td align="char" char=".">9.45</td>
<td align="left">Isovitexin-2&#x2b9;&#x2b9;-O-&#x3b2;-D-glucopy-ranoside</td>
<td align="center">C<sub>27</sub>H<sub>30</sub>O<sub>15</sub>
</td>
<td align="center">593.1536&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">4.215</td>
<td align="center">413.0886,293.0460</td>
</tr>
<tr>
<td align="left">6</td>
<td align="char" char=".">9.93</td>
<td align="left">Zivulgarin</td>
<td align="left">C<sub>28</sub>H<sub>32</sub>O<sub>15</sub>
</td>
<td align="center">609.1801 [M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char=".">&#x2212;2.134</td>
<td align="center">447.1288,351.0871,327.0861,297.0755,285.0757</td>
</tr>
<tr>
<td align="left">7</td>
<td align="char" char=".">10.05</td>
<td align="left">Camelliaside B</td>
<td align="left">C<sub>32</sub>H<sub>38</sub>O<sub>19</sub>
</td>
<td align="center">725.194&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">0.827</td>
<td align="center">575.1411,284.0331,255.0297</td>
</tr>
<tr>
<td align="left">8<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
<td align="char" char=".">10.09</td>
<td align="left">Spinosin</td>
<td align="left">C<sub>28</sub>H<sub>32</sub>O<sub>15</sub>
</td>
<td align="center">609.1799 [M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char=".">&#x2212;2.462</td>
<td align="center">447.1291,429.1185,411.1071,393.0966,381.0961, 351.0862,327.0862,297.0757,285.0757</td>
</tr>
<tr>
<td align="left">9</td>
<td align="char" char=".">10.11</td>
<td align="left">Isospinosin</td>
<td align="left">C<sub>28</sub>H<sub>32</sub>O<sub>15</sub>
</td>
<td align="center">607.1682&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">2.306</td>
<td align="center">487.1257,445.1151,427.1041,324.0644,307.0617,292.0380</td>
</tr>
<tr>
<td align="left">10</td>
<td align="char" char=".">10.14</td>
<td align="left">Isovitexin</td>
<td align="left">C<sub>21</sub>H<sub>20</sub>O<sub>10</sub>
</td>
<td align="center">433.1115 [M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char=".">&#x2212;3.463</td>
<td align="center">397.0923,379.0818,337.0707,313.0707,283.0600</td>
</tr>
<tr>
<td align="left">11</td>
<td align="char" char=".">10.69</td>
<td align="left">Swertisin</td>
<td align="left">C<sub>22</sub>H<sub>22</sub>O<sub>10</sub>
</td>
<td align="center">445.1144&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">0.899</td>
<td align="center">325.0724,297.0410,282.0539</td>
</tr>
<tr>
<td align="left">12</td>
<td align="char" char=".">11.11</td>
<td align="left">Caaverine</td>
<td align="left">C<sub>17</sub>H<sub>17</sub>NO<sub>2</sub>
</td>
<td align="center">268.1327 [M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char=".">&#x2212;1.865</td>
<td align="center">251.1065,219.0804,191.0854</td>
</tr>
<tr>
<td align="left">13</td>
<td align="char" char=".">11.14</td>
<td align="left">6&#x2b9;&#x2b9;&#x2b9;-Pyridyloylspinosin</td>
<td align="left">C<sub>34</sub>H<sub>35</sub>NO<sub>16</sub>
</td>
<td align="center">714.2020 [M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char=".">&#x2212;1.260</td>
<td align="center">351.0865, 327.0862, 323.0930,297.0759,124.0395</td>
</tr>
<tr>
<td align="left">14</td>
<td align="char" char=".">11.46</td>
<td align="left">Kaempferol-3-rutinoside</td>
<td align="left">C<sub>27</sub>H<sub>30</sub>O<sub>15</sub>
</td>
<td align="center">593.1524&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">2.192</td>
<td align="center">285.0407</td>
</tr>
<tr>
<td align="left">15</td>
<td align="char" char=".">11.73</td>
<td align="left">6&#x2b9;&#x2b9;&#x2b9;-<italic>p</italic>-Hydroxylbenzoylspinosin</td>
<td align="left">C<sub>35</sub>H<sub>36</sub>O<sub>17</sub>
</td>
<td align="center">727.1891&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">1.650</td>
<td align="center">427.1042,325.0724,307.0616,239.0563,179.0345,137.0236</td>
</tr>
<tr>
<td align="left">16</td>
<td align="char" char=".">11.79</td>
<td align="left">Isovitexin-2&#x2033;-O-(6-feruloyl) -glucopyranoside</td>
<td align="left">C<sub>37</sub>H<sub>38</sub>O<sub>18</sub>
</td>
<td align="center">769.1995&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">1.300</td>
<td align="center">413.0883,341.0675,311.0566,293.0462,235.0613,193.0500</td>
</tr>
<tr>
<td align="left">17</td>
<td align="char" char=".">12.00</td>
<td align="left">6&#x2034;-O-(3S-1-N-&#x3b2;-<sc>d</sc>-glucopyranosyl -2-oxo-3-hydroxy-indole-3-acetyl) spinosin</td>
<td align="left">C<sub>44</sub>H<sub>49</sub>NO<sub>23</sub>
</td>
<td align="center">958.2634&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">1.252</td>
<td align="center">649.1790,607.1710,487.1236,469.1152,307.0618,146.0238</td>
</tr>
<tr>
<td align="left">18</td>
<td align="char" char=".">12.31</td>
<td align="left">6&#x2034;-O-(3R-1-N-&#x3b2;-<sc>d</sc>-glucopyranosyl -2-oxo-3-hydroxy-indole-3-acetyl) spinosin</td>
<td align="left">C<sub>44</sub>H<sub>49</sub>NO<sub>23</sub>
</td>
<td align="center">958.2631&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">0.939</td>
<td align="center">649.1757,607.1664,427.1036,307.0636</td>
</tr>
<tr>
<td align="left">19</td>
<td align="char" char=".">12.34</td>
<td align="left">6&#x2b9;&#x2b9;&#x2b9;-Sinapoylspinosin</td>
<td align="left">C<sub>39</sub>H<sub>42</sub>O<sub>19</sub>
</td>
<td align="center">813.2258&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">1.230</td>
<td align="center">427.1042,307.0616</td>
</tr>
<tr>
<td align="left">20</td>
<td align="char" char=".">12.70</td>
<td align="left">6&#x2b9;&#x2b9;&#x2b9;-<italic>p</italic>-Coumaloylspinosin</td>
<td align="left">C<sub>37</sub>H<sub>38</sub>O<sub>17</sub>
</td>
<td align="center">753.2056&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">2.655</td>
<td align="center">633.1624,607.1690,445.1169,427.1041,325.0724, 307.0610,265.0721,205.0504</td>
</tr>
<tr>
<td align="left">21<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
<td align="char" char=".">12.72</td>
<td align="left">6&#x2b9;&#x2b9;&#x2b9;-Feruloylspinosin</td>
<td align="left">C<sub>38</sub>H<sub>40</sub>O<sub>18</sub>
</td>
<td align="center">785.2261 [M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char=".">&#x2212;3.311</td>
<td align="center">505.7764,411.1066,393.0963,351.0869,327.0859, 321.0950,297.0747,177.0547</td>
</tr>
<tr>
<td align="left">22</td>
<td align="char" char=".">13.44</td>
<td align="left">6&#x2034;-(N-&#x3b2;-<sc>d</sc>-glucopyranosyl)-2&#x2034;&#x27;,3&#x2034;&#x27; -dihydro-2&#x2034;&#x27;-oxo-3&#x2034;&#x27;-yl-acetate spinosin</td>
<td align="left">C<sub>44</sub>H<sub>49</sub>NO<sub>22</sub>
</td>
<td align="center">944.2802 [M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char=".">6.460</td>
<td align="center">393.0969,351.0863,327.0862,297.0765</td>
</tr>
<tr>
<td align="left">23</td>
<td align="char" char=".">13.67</td>
<td align="left">Isomer of NO.22</td>
<td align="left">C<sub>44</sub>H<sub>49</sub>NO<sub>22</sub>
</td>
<td align="center">944.2805 [M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char=".">6.778</td>
<td align="center">393.0960,351.0872,327.0860,297.0756</td>
</tr>
<tr>
<td align="left">24</td>
<td align="char" char=".">14.30</td>
<td align="left">6-(&#x2212;) -phaseolspinosin</td>
<td align="left">C<sub>43</sub>H<sub>50</sub>O<sub>19</sub>
</td>
<td align="center">869.2889&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">1.841</td>
<td align="center">779.7828,607.1709,545.9795,510.7946,477.1872,427.1047</td>
</tr>
<tr>
<td align="left">25</td>
<td align="char" char=".">14.71</td>
<td align="left">6&#x2b9;&#x2b9;&#x2b9;-benzoylspinosin</td>
<td align="left">C<sub>35</sub>H<sub>36</sub>O<sub>16</sub>
</td>
<td align="center">713.2072 [M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char=".">&#x2212;0.561</td>
<td align="center">327.0860,351.0859,297.0739</td>
</tr>
<tr>
<td align="left">26</td>
<td align="char" char=".">15.46</td>
<td align="left">N-nornuciferine</td>
<td align="left">C<sub>18</sub>H<sub>19</sub>NO<sub>2</sub>
</td>
<td align="center">282.1481 [M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char=".">&#x2212;2.835</td>
<td align="center">265.1221,250.0986,234.1037</td>
</tr>
<tr>
<td align="left">27</td>
<td align="char" char=".">15.48</td>
<td align="left">6&#x2b9;&#x2b9;-O-(3-glc-indole-acetyl)- 6&#x2b9;&#x2b9;&#x2b9;-feruloylspinosin</td>
<td align="left">C<sub>54</sub>H<sub>57</sub>NO<sub>25</sub>
</td>
<td align="center">1120.3273 [M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char=".">&#x2212;1.696</td>
<td align="center">393.0963,351.0861,327.0860,297.0745,285.0760, 177.0546,146.0601,145.0285</td>
</tr>
<tr>
<td align="left">28</td>
<td align="char" char=".">15.65</td>
<td align="left">Isomer of NO.27</td>
<td align="center">C<sub>54</sub>H<sub>57</sub>NO<sub>25</sub>
</td>
<td align="center">1120.3273 [M &#x2b; H]<sup>&#x2b;</sup>
</td>
<td align="char" char=".">&#x2212;1.696</td>
<td align="center">393.0963,351.0861,327.0860,297.0745,285.0760, 177.0546,146.0601,145.0285</td>
</tr>
<tr>
<td align="left">29<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
<td align="char" char=".">23.98</td>
<td align="left">Jujuboside A</td>
<td align="left">C<sub>58</sub>H<sub>94</sub>O<sub>26</sub>
</td>
<td align="center">1205.5967&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">0.498</td>
<td align="center">1073.5563,911.5052,749.4493,603.3905</td>
</tr>
<tr>
<td align="left">30<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
<td align="char" char=".">26.58</td>
<td align="left">Jujuboside B</td>
<td align="left">C<sub>52</sub>H<sub>84</sub>O<sub>21</sub>
</td>
<td align="center">1043.5446&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">1.342</td>
<td align="center">911.5043,749.4492, 603.3910</td>
</tr>
<tr>
<td align="left">31</td>
<td align="char" char=".">29.38</td>
<td align="left">Ceanothic acid</td>
<td align="left">C<sub>30</sub>H<sub>46</sub>O<sub>5</sub>
</td>
<td align="center">485.3280&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">1.648</td>
<td align="center">423.3280</td>
</tr>
<tr>
<td align="left">32<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
<td align="char" char=".">31.19</td>
<td align="left">Betulinic acid</td>
<td align="left">C<sub>30</sub>H<sub>48</sub>O<sub>3</sub>
</td>
<td align="center">455.3538&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">1.757</td>
<td/>
</tr>
<tr>
<td align="left">33</td>
<td align="char" char=".">32.29</td>
<td align="left">Palmitic acid</td>
<td align="left">C<sub>16</sub>H<sub>32</sub>O<sub>2</sub>
</td>
<td align="center">255.2332&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">1.175</td>
<td/>
</tr>
<tr>
<td align="left">34</td>
<td align="char" char=".">32.35</td>
<td align="left">Oleic acid</td>
<td align="left">C<sub>18</sub>H<sub>34</sub>O<sub>2</sub>
</td>
<td align="center">281.2491&#x20;[M-H]<sup>-</sup>
</td>
<td align="char" char=".">1.778</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>a</label>
<p>-identified by standard references.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-2">
<title>General Status</title>
<p>Twelve to 48&#xa0;h after the injection of PCPA, most of the rats began to show hyperactivity; they also showed increased levels of sensitivity and aggressiveness. Their fur became dry and dull and the color of their toenails began to turn white or yellow. Over time, the rats in the model group began to show fatigue, characteristic dullness developed in their fur, and they showed a slow response to external stimulation. Eventually, the rats showed serious fatigue and had begun to gain weight gradually. We found that the fur color and response to external stimulation were improved in the ZSS group and the estazolam group. Rats in the normal control group showed a normal state throughout the entire experiment. There was a significant difference in weight gain when compared between the control group and the PCPA group (<italic>p</italic>&#x20;&#x3c; 0.05) (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>). The weight of rats in the ZSS and estazolam treatment groups were significantly higher than that in the PCPA group (<italic>p</italic>&#x20;&#x3c;&#x20;0.05).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The effects of ZSS extract on body weight <bold>(A)</bold>, pentobarbital sodium-induced sleep latency <bold>(B)</bold> and sleep duration <bold>(C)</bold>, the levels of 5-HT <bold>(D)</bold> and GABA <bold>(E)</bold>. Histopathological observation of the hypothalamus at &#xd7;200 magnification <bold>(F)</bold>. Con, control group; PCPA, PCPA-induced insomnia model group; Est, estazolam-positive group; ZSS, alcohol extract of Ziziphi Spinosae Semen group. <sup>&#x2a;&#x2a;</sup>
<italic>p</italic>&#x20;&#x3c; 0.01 compared with the control group, <sup>&#x23;&#x23;</sup>
<italic>p</italic>&#x20;&#x3c; 0.01 compared with the model group. Data shows mean&#x20;&#xb1; SD values and n &#x3d; 6.</p>
</caption>
<graphic xlink:href="fphar-12-752211-g002.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Effects of ZSS on Pentobarbital Sodium-Induced Sleep</title>
<p>The latency sleep time of rats in the estazolam group and the ZSS group was significantly lower (<italic>p</italic>&#x20;&#x3c; 0.01) than that in the PCPA group (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>). Treatment with estazolam or ZSS extract significantly prolonged the total sleep time (<italic>p</italic>&#x20;&#x3c; 0.01) when compared with the PCPA group (<xref ref-type="fig" rid="F2">Figure&#x20;2C</xref>).</p>
</sec>
<sec id="s3-4">
<title>Effects of ZSS on Hypothalamic 5-HT and GABA in PCPA-Induced Insomnia Rat</title>
<p>As shown in <xref ref-type="fig" rid="F2">Figures 2D,E</xref>, the levels of 5-HT and GABA in the hypothalamus of the PCPA group were significantly decreased as compared to the control group (<italic>p</italic>&#x20;&#x3c; 0.01). Compared with the PCPA group, oral administration of SCE remarkably increased the levels of 5-HT and GABA (<italic>p</italic>&#x20;&#x3c;&#x20;0.01).</p>
</sec>
<sec id="s3-5">
<title>Histopathological Observation</title>
<p>In the control group, there was an abundance of hypothalamic nerve cells; these had a clear shape and were evenly distributed. In the PCPA group, cells were deformed, loosely arranged; some had even disappeared. These pathological changes were restored when rats were treated with ZSS extract and estazolam (<xref ref-type="fig" rid="F2">Figure&#x20;2F</xref>).</p>
</sec>
<sec id="s3-6">
<title>Network Pharmacology</title>
<sec id="s3-6-1">
<title>Candidate Ingredients and Potential Targets of ZSS</title>
<p>According to Lipinski&#x2019;s rule, our network pharmacology study identified 21 candidate compounds (<xref ref-type="table" rid="T2">Table&#x20;2</xref>). Using associated databases, we failed to identify related targets for 6&#x2b9;&#x2b9;&#x2b9;-Sinapoylspinosin and 6&#x2b9;&#x2b9;&#x2b9;-<italic>p</italic>-Coumaloylspinosin. Ultimately, we identified 19 active compounds and 433&#x20;compound-related targets (<xref ref-type="sec" rid="s12">Supplementary Table S1</xref>). In total, 504&#x20;insomnia-associated targets were acquired from the GeneCards database (<xref ref-type="sec" rid="s12">Supplementary Table S2</xref>). After overlapping the ZSS-associated targets and the insomnia-associated targets, we identified 118 targets potential targets for ZSS in the treatment of insomnia (<xref ref-type="sec" rid="s12">Supplementary Table S3</xref>). Next, we created a PPI network and performed MCODE clustering analysis in Cytoscape to identify the way the potential targets interacted and to identify kernel targets. We identified 111 nodes and 787 edges in the PPI network (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). The clustering coefficient and average neighborhood number were 0.611 and 14.180, respectively. MCODE clustering analysis identified 4 clusters. As shown in <xref ref-type="table" rid="T3">Table&#x20;3</xref>, 65 key targets were identified from 4 clusters, thus representing potential core targets for ZSS in the treatment of insomnia. Most of these targets were neuroactive ligand receptors, including serotonin receptors (e.g., HTR1A, HTR1B, HTR1E, HTR1D, HTR1F, HTR2A, HTR2B, HTR2C, HTR3A and HTR5A), GABA<sub>A</sub> receptors (e.g., GABRA1, GABRA2, GABRA5, GABRB2 and GABRG2), dopamine receptors (e.g., DRD1, DRD2, DRD3, DRD4 and DRD5), adrenergic receptor (e.g., ADRA1A, ADRA1B, ADRA1D, ADRA2A, ADRA2B and ADRA2C), cannabinoid signaling (e.g. CNR1 and CNR2), and muscarinic acetylcholine receptors (e.g. CHRM1 and CHRM3).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>The parameters of drug-likeness of candidate compounds.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">NO.</th>
<th align="center">Compound</th>
<th align="center">Molecular weight</th>
<th align="center">ALogP</th>
<th align="center">Hydrogen bond donor count</th>
<th align="center">Hydrogen bond acceptor count</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="left">Magnoflorine</td>
<td align="char" char=".">342.4</td>
<td align="char" char=".">2.7</td>
<td align="char" char=".">2</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">2</td>
<td align="left">Coclaurine</td>
<td align="char" char=".">285.34</td>
<td align="char" char=".">2.6</td>
<td align="char" char=".">3</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">Vicenin &#x2161;</td>
<td align="char" char=".">594.5</td>
<td align="char" char=".">&#x2212;2.3</td>
<td align="char" char=".">11</td>
<td align="char" char=".">15</td>
</tr>
<tr>
<td align="left">4</td>
<td align="left">Zivulgarin</td>
<td align="char" char=".">608.5</td>
<td align="char" char=".">&#x2212;1.6</td>
<td align="char" char=".">9</td>
<td align="char" char=".">15</td>
</tr>
<tr>
<td align="left">5</td>
<td align="left">Camelliaside B</td>
<td align="char" char=".">726.6</td>
<td align="char" char=".">&#x2212;2.5</td>
<td align="char" char=".">11</td>
<td align="char" char=".">19</td>
</tr>
<tr>
<td align="left">6</td>
<td align="left">Spinosin</td>
<td align="char" char=".">608.5</td>
<td align="char" char=".">&#x2212;1.1</td>
<td align="char" char=".">9</td>
<td align="char" char=".">15</td>
</tr>
<tr>
<td align="left">7</td>
<td align="left">Isospinosin</td>
<td align="char" char=".">608.5</td>
<td align="char" char=".">&#x2212;1.1</td>
<td align="char" char=".">9</td>
<td align="char" char=".">15</td>
</tr>
<tr>
<td align="left">8</td>
<td align="left">Isovitexin</td>
<td align="char" char=".">432.4</td>
<td align="char" char=".">0.2</td>
<td align="char" char=".">7</td>
<td align="char" char=".">10</td>
</tr>
<tr>
<td align="left">9</td>
<td align="left">Swertisin</td>
<td align="char" char=".">446.4</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">6</td>
<td align="char" char=".">10</td>
</tr>
<tr>
<td align="left">10</td>
<td align="left">Caaverine</td>
<td align="char" char=".">267.32</td>
<td align="char" char=".">2.6</td>
<td align="char" char=".">2</td>
<td align="char" char=".">3</td>
</tr>
<tr>
<td align="left">11</td>
<td align="left">Kaempferol-3-rutinoside</td>
<td align="char" char=".">594.5</td>
<td align="char" char=".">&#x2212;0.9</td>
<td align="char" char=".">9</td>
<td align="char" char=".">15</td>
</tr>
<tr>
<td align="left">12</td>
<td align="left">6&#x2b9;&#x2b9;&#x2b9;-Sinapoylspinosin</td>
<td align="char" char=".">814.7</td>
<td align="char" char=".">0.6</td>
<td align="char" char=".">9</td>
<td align="char" char=".">19</td>
</tr>
<tr>
<td align="left">13</td>
<td align="left">6&#x2b9;&#x2b9;&#x2b9;-<italic>p</italic>-Coumaloylspinosin</td>
<td align="char" char=".">754.7</td>
<td align="char" char=".">0.7</td>
<td align="char" char=".">9</td>
<td align="char" char=".">17</td>
</tr>
<tr>
<td align="left">14</td>
<td align="left">6&#x2b9;&#x2b9;&#x2b9;-Feruloylspinosin</td>
<td align="char" char=".">784.7</td>
<td align="char" char=".">0.7</td>
<td align="char" char=".">9</td>
<td align="char" char=".">18</td>
</tr>
<tr>
<td align="left">15</td>
<td align="left">N-nornuciferine</td>
<td align="char" char=".">281.3</td>
<td align="char" char=".">3</td>
<td align="char" char=".">1</td>
<td align="char" char=".">3</td>
</tr>
<tr>
<td align="left">16</td>
<td align="left">Jujuboside A</td>
<td align="char" char=".">1207.3</td>
<td align="char" char=".">&#x2212;1.6</td>
<td align="char" char=".">14</td>
<td align="char" char=".">26</td>
</tr>
<tr>
<td align="left">17</td>
<td align="left">Jujuboside B</td>
<td align="char" char=".">1045.2</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">11</td>
<td align="char" char=".">21</td>
</tr>
<tr>
<td align="left">18</td>
<td align="left">Ceanothic acid</td>
<td align="char" char=".">486.7</td>
<td align="char" char=".">7.6</td>
<td align="char" char=".">3</td>
<td align="char" char=".">5</td>
</tr>
<tr>
<td align="left">19</td>
<td align="left">Betulinic acid</td>
<td align="char" char=".">456.7</td>
<td align="char" char=".">8.2</td>
<td align="char" char=".">2</td>
<td align="char" char=".">3</td>
</tr>
<tr>
<td align="left">20</td>
<td align="left">Palmitic acid</td>
<td align="char" char=".">256.42</td>
<td align="char" char=".">6.4</td>
<td align="char" char=".">1</td>
<td align="char" char=".">2</td>
</tr>
<tr>
<td align="left">21</td>
<td align="left">Oleic acid</td>
<td align="char" char=".">282.5</td>
<td align="char" char=".">6.5</td>
<td align="char" char=".">1</td>
<td align="char" char=".">2</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>PPI network of the potential targets for ZSS in the treatment of insomnia. Different clusters are represented by different colors. For each cluster, node size is directly proportional to the MCODE&#x20;score.</p>
</caption>
<graphic xlink:href="fphar-12-752211-g003.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Targets clustering analysis using MOCDE from PPI network.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Cluster</th>
<th align="center">Score</th>
<th align="center">Nodes number</th>
<th align="center">Edges number</th>
<th align="center">Targets</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="char" char=".">23</td>
<td align="char" char=".">23</td>
<td align="char" char=".">253</td>
<td align="left">APP, CNR2, CNR1, HTR1E, HTR1F, ADORA1, SSTR2, SSTR5, HTR1B, ADRA2B, ADRA2C, ADRA2A, OPRM1, HTR1D, HTR5A, MTNR1B, DRD4, GABBR1, HTR1A, DRD3, DRD2, OPRD1, OPRK1</td>
</tr>
<tr>
<td align="left">2</td>
<td align="char" char=".">14.933</td>
<td align="char" char=".">16</td>
<td align="char" char=".">112</td>
<td align="left">CHRM1, CHRM3, AGTR1, TACR1, ADRA1A, HTR3A, HTR2C, PTAFR, F2, ADRA1B, GRM5, HTR2B, ADRA1D, CCKBR, HTR2A, F2RL1</td>
</tr>
<tr>
<td align="left">3</td>
<td align="char" char=".">9.1</td>
<td align="char" char=".">21</td>
<td align="char" char=".">91</td>
<td align="left">FGF2, HRH2, MMP9, HTR4, ADRB3, PPARG, ICAM1, ADRB2, ADRB1, TNF, AKT1, CASP3, DRD1, DRD5, HTR6, HTR7, VCAM1, SLC6A4, CCL2, PTGS2, VEGFA</td>
</tr>
<tr>
<td align="left">4</td>
<td align="char" char=".">5</td>
<td align="char" char=".">5</td>
<td align="char" char=".">10</td>
<td align="left">GABRA1, GABRG2, GABRA2, GABRA5, GABRB2</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-6-2">
<title>GO and KEGG Pathway Enrichment Analysis</title>
<p>GO enrichment analysis demonstrated that the core targets were associated with various neural-associated biological processes, including G protein-coupled receptor signaling pathways, anterograde <italic>trans</italic>-synaptic signaling, chemical synaptic transmission, <italic>trans</italic>-synaptic signaling, and synaptic signaling (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>). Next, we applied KEGG enrichment analysis to identify the overall regulation of ZSS in the treatment of insomnia with regards to specific signaling pathways. The targets identified overlapped between neuroactive ligand-receptor interaction, serotonergic synapse, and GABAergic synapse (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>GO enrichment analysis of targets for ZSS in the treatment of insomnia.</p>
</caption>
<graphic xlink:href="fphar-12-752211-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>KEGG enrichment analysis of targets for ZSS in the treatment of insomnia.</p>
</caption>
<graphic xlink:href="fphar-12-752211-g005.tif"/>
</fig>
<p>Next, we used ingredient-target-pathway (I-T-P) sub-networks to construct serotonergic synapse and GABAergic synapse pathways and reveal the synergistic effects of ZSS to treat insomnia (<xref ref-type="fig" rid="F6">Figures 6A,B</xref>). As shown in the two networks, palmitic acid, coclaurine, jujuboside A, N-nornuciferine, caaverine, magnoflorine, jujuboside B, and betulinic acid, all played roles in pathways associated with the serotonergic synapse and the GABAergic synapse.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Ingredient-target-pathway (I-T-P) sub-networks of the serotonergic synapse pathway <bold>(A)</bold> and the GABAergic synapse pathway <bold>(B)</bold>.</p>
</caption>
<graphic xlink:href="fphar-12-752211-g006.tif"/>
</fig>
<p>Recent studies have shown that multiple subtypes of serotonin (5-HT) receptors In the central nervous system are mainly involved in the modulation of sleep (<xref ref-type="bibr" rid="B7">Cui et&#x20;al., 2011</xref>). In addition, 5-HT<sub>1A</sub> (HTR1A) and 5-HT<sub>2A</sub> (HTR2A) have been identified as common targets for the treatment of insomnia, in both clinical and basic studies (<xref ref-type="bibr" rid="B24">Jiang et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B33">Ohno et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B40">Shao et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B28">Lv et&#x20;al., 2021</xref>), as well as prevenient studies of ZSS for the treatment of insomnia (<xref ref-type="bibr" rid="B41">Shen et&#x20;al., 2020</xref>). GABA<sub>A</sub>R&#x3b1;1 (GABRA1) and GABA<sub>A</sub>R&#x3b3;2 (GABRG2) are two significant subunits of GABA receptors, and are known to play an important role in the first line treatment of insomnia (<xref ref-type="bibr" rid="B62">Zhong et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B28">Lv et&#x20;al., 2021</xref>). Based on our preliminary results, we preferentially selected HTR1A, HTR2A, GABRA1, and GABRG2, as potential&#x20;therapeutic targets of ZSS for further experimental validation.</p>
</sec>
</sec>
<sec id="s3-7">
<title>Experimental Validation</title>
<sec id="s3-7-1">
<title>RT-qPCR Experiments</title>
<p>Network pharmacology demonstrated that neuroactive ligand-receptor interaction (important-related targets: HTR1A, HTR2A, GABRA1 and GABRG2), serotonergic synapse (important-related targets: HTR1A and HTR2A), and GABAergic synapse (important-related targets: GABRA1 and GABRG2) signaling pathways were involved in the effects of ZSS on insomnia. We determined the expression levels of hypothalamic-related genes (<xref ref-type="fig" rid="F7">Figures 7A&#x2013;D</xref>). The administration of PCPA led to a significant reduction in the gene expression of <italic>HTR1A</italic>, <italic>GABRA1</italic>, and <italic>GABRG2</italic> (both <italic>p</italic>&#x20;&#x3c; 0.05), and an increase in the expression levels of <italic>HTR2A</italic> mRNA (<italic>p</italic>&#x20;&#x3c; 0.01). We found that ZSS treatment significantly elevated the gene expression levels of <italic>HTR1A</italic> (<italic>p</italic>&#x20;&#x3c; 0.01), <italic>GABRA1</italic> (<italic>p</italic>&#x20;&#x3c; 0.05) and <italic>GABRG2</italic> (<italic>p</italic>&#x20;&#x3c; 0.01) and decreased the expression levels of <italic>HTR2A</italic> mRNA (<italic>p</italic>&#x20;&#x3c;&#x20;0.01).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>The effects of ZSS on the mRNA expression levels of <italic>HTR1A</italic> <bold>(A)</bold>, <italic>HTR2A</italic> <bold>(B)</bold>, <italic>GABRA1</italic> <bold>(C)</bold> and <italic>GABRG2</italic> <bold>(D)</bold> in the hypothalamus. <sup>&#x2a;</sup>
<italic>p</italic>&#x20;&#x3c; 0.05, <sup>&#x2a;&#x2a;</sup>
<italic>p</italic>&#x20;&#x3c; 0.01 compared with the control group, <sup>&#x23;</sup>
<italic>p</italic>&#x20;&#x3c; 0.01, <sup>&#x23;&#x23;</sup>
<italic>p</italic>&#x20;&#x3c; 0.01 compared with the model group. Data are shown as mean&#x20;&#xb1; SD values and n &#x3d; 3.</p>
</caption>
<graphic xlink:href="fphar-12-752211-g007.tif"/>
</fig>
</sec>
<sec id="s3-7-2">
<title>Immunohistochemistry</title>
<p>We also used immunohistochemistry analysis to investigate the expression levels of related targets in the hypothalamus (<xref ref-type="fig" rid="F8">Figures 8A,B</xref>). The injection of PCPA induced a significant reduction in the number of HTR1A-, GABRA1-, and GABRG2-positive cells (<italic>p</italic>&#x20;&#x3c; 0.01), and an increase in the number of HTR2A-positive cells in the hypothalamus (<italic>p</italic>&#x20;&#x3c; 0.01). Following ZSS treatment, the number of HTR1A-, GABRA1-, and GABRG2-positive cells increased significantly (<italic>p</italic>&#x20;&#x3c; 0.01); however, the number of HTR2A-positive cells decreased significantly (<italic>p</italic>&#x20;&#x3c;&#x20;0.01).</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>The effects of ZSS on the expression of HTR1A, HTR2A, GABRA1 and GABRG2 in the hypothalamus <bold>(A)</bold> and immunohistochemistry results (the sum of the IOD) <bold>(B)</bold>. <sup>&#x2a;&#x2a;</sup>
<italic>p</italic>&#x20;&#x3c; 0.01 compared with the control group, <sup>&#x23;&#x23;</sup>
<italic>p</italic>&#x20;&#x3c; 0.01 compared with the model group. Data are shown as mean&#x20;&#xb1; SD values and n&#x20;&#x3d; 3.</p>
</caption>
<graphic xlink:href="fphar-12-752211-g008.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Previous research involving ZSS mostly focused on the pharmacodynamics of certain components, but failed to address the specific mechanisms underlying the pharmacodynamics of ZSS from an overall material basis. In this study, we employed network pharmacology and <italic>in vivo</italic> validation experiments to identify the specific mechanisms underlying the actions of ZSS in the treatment of insomnia. The identification of specific components of herbal materials identified by network pharmacology should be more accurate than when simply retrieved from databases of herbal ingredients (e.g., 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>; BATMAN-TCM, <ext-link ext-link-type="uri" xlink:href="http://bionet.ncpsb.org.cn/batman-tcm/">http://bionet.ncpsb.org.cn/batman-tcm/</ext-link>). The chemical composition of herbal materials may often change during the processes used for extraction and concentration. Research has shown that modern analytical techniques, such as GC-MS and UPLC-MS, should be used as supplementary tools to obtain more accurate results relating to chemical compositions (<xref ref-type="bibr" rid="B37">Ren et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B47">Tian et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B32">Oh et&#x20;al., 2021</xref>). In the current study, UPLC-Q-Exactive-MS/MS identified a series of triterpenoid&#x20;saponins and flavonoids from ZSS extract; some of these were&#x20;spinosin derivatives, including 6&#x2034;-(4&#x2034;&#x27;-O-glc)-vanilloylspinosin,&#x20;6&#x2b9;&#x2b9;&#x2b9;-pyridyloylspinosin, 6&#x2b9;&#x2b9;&#x2b9;-<italic>p</italic>-hydroxylbenzoylspinosin, 6&#x2034;-O-(3S-1-N-&#x3b2;-D-glucopyranosyl-2-oxo-3-hydroxy-indole-3-acetyl) spinosyn, 6&#x2b9;&#x2b9;&#x2b9;-sinapoylspinosin, 6&#x2b9;&#x2b9;&#x2b9;-<italic>p</italic>-coumaloylspinosin, 6&#x2b9;&#x2b9;&#x2b9;-feruloylspinosin, 6&#x2034;-(N-&#x3b2;-<sc>d</sc>-glucopyranosyl)-2&#x2034;&#x27;,3&#x2034;&#x27;-dihydro-2&#x2034;&#x27;-oxo-3&#x2034;&#x27;-yl-acetate spinosin, 6-(-)-phaseolspinosin, 6&#x2b9;&#x2b9;&#x2b9;-benzoylspinosin, and 6&#x2b9;&#x2b9;-O-(3-glc-indole-acetyl)-6&#x2b9;&#x2b9;&#x2b9;-feruloylspinosin; these are rare in other plants. According to Lipinski&#x2019;s rule of five, we selected compounds with good drug-likeness in ZSS for our network pharmacology research. In addition, we also included compounds with good activity but poor properties of drug-likeness.</p>
<p>Previous research identified that the serotonin (5-HT) system plays an active role in sleep disorders, depression, anxiety disorders, and other disorders of the central nervous system (<xref ref-type="bibr" rid="B31">Novati et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B4">Babson et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B49">Van Dalfsen and Markus, 2019</xref>). According to amino acid sequence, gene structure, second messengers, and pharmacological activity, the serotonin receptors can be divided into seven categories (HTR1-7) (<xref ref-type="bibr" rid="B10">Dom&#xed;nguez-Soto et&#x20;al., 2017</xref>). The HTR1A and HTR2A subtypes are the most noteworthy receptors; this is because of their highly specific and important role in the brain. These receptor subtypes have been used to investigate the pathogenesis of nervous system diseases and research focused on anti-insomnia and anti-depressant drugs (<xref ref-type="bibr" rid="B3">Antypa et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B11">Dong et&#x20;al., 2016</xref>). HTR1A receptor agonists, buspirone, and eptapirone, have all been shown to reduce REMS (rapid eyes movement sleep), increase REMS latency, and elevate the levels of 5-HT in brain (<xref ref-type="bibr" rid="B53">Wilson et&#x20;al., 2005</xref>). This may be one of the reasons why HTR1A receptor agonists can ameliorate sleep&#x20;symptoms. HTR1A receptors are mainly expressed on the axons of serotonergic neurons in the raphe nucleus, but are&#x20;also expressed in the hypothalamus, thalamus, frontal cortex, amygdala and hippocampus (<xref ref-type="bibr" rid="B36">Polter and Li, 2010</xref>). The regulation of HTR1A receptors during sleep, emotion, self-cognition, and other physiological activities, involves the precise coordination of presynaptic and postsynaptic receptors (<xref ref-type="bibr" rid="B1">Albert et&#x20;al., 2014</xref>). The results of both experimental and clinical studies have proven the effect of HTR2A receptor antagonists in the treatment of insomnia (<xref ref-type="bibr" rid="B6">Cohrs et&#x20;al., 2005</xref>). HTR2A receptor antagonists (e.g., ketanserin, seganserinm, and ritanserin) can increase SWS (slow wave sleep) and NREMS (non-rapid eye movement sleep), reduce the number of awakenings, but has no effect on REMS. Therefore, HTR2A receptor antagonists are considered to be ideal drugs for insomnia (<xref ref-type="bibr" rid="B14">Fish et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B58">Yi et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B29">Monti, 2010</xref>). Similarly, our systems biology investigations showed that the serotonergic synapse signaling pathway plays a dominant role in the therapeutic effect of ZSS. Our RT-qPCR and immunohistochemistry experiments also demonstrated that ZSS extract had a significant regulatory effect on the expression of HTR1A and HTR2A.</p>
<p>GABA produces a neuroinhibitory effect by binding with its receptor GABA (A-C) (<xref ref-type="bibr" rid="B5">Bormann, 2000</xref>). Of the different forms of GABA receptor, the GABA<sub>A</sub> receptor is the one that is most used in insomnia research. GABA acts on the GABA site of the GABA<sub>A</sub> receptor; this increases the permeability of chloride ions in the membranes of nerve cells (<xref ref-type="bibr" rid="B34">Olsen and Sieghart, 2008</xref>). Chloride ions can then enter into cells along a concentration gradient; the negative potential in cell membranes increases further, from a polarized state to a hyperpolarized state (<xref ref-type="bibr" rid="B8">Dela Pe&#xf1;a et&#x20;al., 2015</xref>). Depolarization is very difficult and causes a reduction in excitability, thus resulting in sedation, hypnosis, and antianxiety (<xref ref-type="bibr" rid="B46">Succol et&#x20;al., 2012</xref>). Of the GABA<sub>A</sub> receptor subunits, GABRA1 and GABRG2 have been frequently reported to mediate insomnia (<xref ref-type="bibr" rid="B48">Tochitani and Kondo, 2013</xref>; <xref ref-type="bibr" rid="B9">Dixon et&#x20;al., 2015</xref>). In this study, RT-qPCR and immunohistochemistry revealed that an extract of ZSS led to an increase in the expression of GABRA1 and GABRG2&#x20;receptors in the hypothalamus of rats suffering from insomnia. Systems biology analysis further indicated that the GABA<sub>A</sub> receptor signaling pathway is a crucially important pathway involved in the therapeutic effect of ZSS.</p>
<p>The active ingredients of Chinese herbal materials (CHM) are the material basis for their pharmacological actions. In addition, these ingredients, with good biological activities and measurability, are considered as the quality markers (Q-markers) for CHM. Q-markers for CHM represent a new concept for the quality control of herbal medicines (<xref ref-type="bibr" rid="B26">Kang et&#x20;al., 2019</xref>). As shown in our ingredients-target-pathway (I-T-P) sub-networks, two triterpenoid saponins (jujuboside A, jujuboside B), four alkaloids (coclaurine, N-nornuciferine, caaverine, magnoflorine), one triterpene acid (betulinic acid), and one fatty acid (palmitic acid), participated in regulating the serotonergic synapse and GABAergic synapse pathways. These components can therefore be regarded as the important material basis of ZSS for the treatment of insomnia, thus expanding our understanding of natural drugs for the treatment of insomnia. In addition to jujuboside A and spinosin as quality control indicators for Chinese Pharmacopoeia (Edition 2020), it is also important that we focus on alkaloids (coclaurine, N-nornuciferine, caaverine, and magnoflorine), and other core components (betulinic acid and palmitic acid), as candidate Q-markers.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>Our research indicated that the mechanism underlying the action of ZSS in the treatment of insomnia is mainly related to the modulation of 5-HT and GABAergic synapse pathways. We also demonstrated that the regulation of HTR1A, HTR2A,&#x20;GABRA1, and GABRG2, plays significant roles in these pathways. Jujuboside A, jujuboside B, coclaurine, N-nornuciferine, caaverine, magnoflorine, betulinic acid, and palmitic acid, were all identified in ZSS and shown to contribute to the modulation of 5-HT and GABAergic synapse pathways. This research systematically investigated the role of multiple components in the effects of ZSS on insomnia and provided a new basis for the improvement of quality control standards. However, further in-depth preclinical studies are needed to validate the results obtained from the current analysis. These selected phytochemicals may be used as potential candidate drugs for the treatment of insomnia and deserve further research attention.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7">
<title>Ethics Statement</title>
<p>The animal study was reviewed and approved by the Ethics&#x20;Committee of Wuxi Hospital of Traditional Chinese Medicine.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>XY, MH, CM, and TL designed the research. ZB, WZ, JT, QF, LS, CF, DJ, HT, and XC performed the experiments and analyzed the data. ZB drafted the manuscript.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>This research was supported by Wuxi Science and Technology Development Fund Projects (Reference: N20192038), Top Talent Support Program for Young and Middle-aged People&#x20;of Wuxi Health Committee (Reference: HB2020059), the National Key Research and Development Plan (Reference: 2018YFC1707000) and Postgraduate Research and Practice Innovation Program of Jiangsu Province (Reference: KYCX20_1513).</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<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="s11">
<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="s12">
<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.2021.752211/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphar.2021.752211/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>
<sec id="s13">
<title>Abbreviations</title>
<p>5-HT, 5-hydroxytryptamine; ANOVA, Analysis of Variance; BATMAN-TCM, a bioinformatics analysis tool for molecular mechanism of traditional Chinese medicine; Con, control; DAB, 3,3&#x2032;-diaminobenzidine; ESI-MS, electrospray ionization tandem mass spectrometry; Est, estazolam; GABA, Gamma-aminobutyric acid; GABRA1, Gamma-aminobutyric acid receptor subunit alpha-1; GABRG2, Gamma-aminobutyric acid receptor subunit gamma-2; GC-MS, gas chromatography-mass spectrometry; GO, gene ontology; HCD, high energy collision dissociation; HE, hematoxylin-eosin; HTR1A, 5-hydroxytryptamine receptor 1A; HTR2A, 5-hydroxytryptamine receptor 2A; IOD, integrated optical density; KEGG, Kyoto Encyclopedia of Genes and Genomes; LC-MS, liquid chromatography-mass spectrometry; MCODE, Molecular Complex Detection; mean &#xb1; SD, mean &#xb1; Standard deviation; PCPA, p-chlorophenylalanine; RT-qPCR, Real Time Quantitative PCR; TCMSP, traditional Chinese medicine systems pharmacology database and analysis platform; UHPLC-Q-Exactive-MS/MS, Ultra high performance liquid chromatography-quadrupole-exactive-mass spectrometry/mass spectrometry.</p>
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