基于网络药理学的杜仲-山茱萸配伍治疗糖尿病的作用机制

为探讨杜仲-山茱萸治疗糖尿病的作用机制。研究利用网络药理学的方法,首先通过中药系统药理学数据库筛选出杜仲和山茱萸的活性成分和相关靶点,再利用DisGeNET、DrugBank等数据库筛选出糖尿病的潜在靶点。以STRING数据库对活性靶点构建蛋白互作网络(PPI)分析,采用Cytoscape3.7.0软件绘制其“成分-靶点-通路”的相互作用网络,通过CludterProfiler对靶蛋白进行生物过程、细胞组分及分子功能分析;京都基因与基因组(KEGG)的代谢通路分析。实验结果筛选得到杜仲-山茱萸有效成分30个,其中槲皮素、山奈酚、β-谷甾醇等成分对PTGS2、DPP4、ADRB2、PPARG等相关靶点通过IL-17信号通路、钙信号通路、脂肪细胞脂解的调控等参与氮化合物代谢过程、血液循环、脂肪细胞分化和血压调节等过程。综上,杜仲-山茱萸配伍治疗糖尿病存在多成分和多重药理作用机制,为进一步研究其治疗糖尿病药理实验提供了参考,也为其他中药的相关研究提供借鉴和参考。     

Network pharmacology and pharmacokinetics integrated strategy to investigate the pharmacological mechanism of Xianglian pill on ulcerative colitis

BackgroundUlcerative colitis (UC) is a chronic inflammatory bowel disease with high morbidity, which leads to poor quality of life. The Xianglian pill (XLP) is a classical Chinese patent medicine and has been clinically proven to be an effective treatment for UC.PurposeThe pharmacological mechanism of the key bioactive ingredients of XLP for the treatment of UC was investigated by a network pharmacology and pharmacokinetics integrated strategy.Study design and methodsNetwork pharmacology was used to analyze the treatment effect of nine quantified XLP ingredients on UC. Key pathways were enriched and analyzed by protein-protein interaction and Kyoto Encyclopedia of Genes and Genomes analyses. The effect of XLP on Th17 cell differentiation was validated using a mouse model of UC. The binding of nine compounds with JAk2, STAT3, HIF-1α, and HSP90AB1 was assessed using molecular docking. A simple and reliable ultra-high-performance liquid chromatography-tandem mass spectrometry method was developed for the simultaneous quantification of nine ingredients from XLP in plasma and applied to a pharmacokinetic study following oral administration.ResultsNine compounds of XLP, including coptisine, berberine, magnoflorine,berberrubine, jatrorrhizine, palmatine, evodiamine, rutaecarpine, and dehydrocostus lactone, were detected. Network pharmacology revealed 50 crossover genes between the nine compoundsand UC. XLP treats UC mainly by regulating key pathways of the immune system, including Th17 cell differentiation, Jak-Stat, and PI3K-Akt signaling pathways. An in vivo validation in mice found that XLP inhibits Th17 cell differentiation by suppressing the Jak2-Stat3 pathway, which alleviates mucosal inflammation in UC. Molecular docking confirmed that eight compounds are capable of binding with JAk2, HIF-1α, and HSP90AB1, further confirming the inhibitory effect of XLP on the Jak2-Stat3 pathway. Moreover, apharmacokinetic study revealed that the nine ingredients of XLP are exposed in the plasma and colon tissue, which demonstrates its pharmacological effect on UC.ConclusionThis study evaluates the clinical treatment efficacy of XLP for UC. The network pharmacology and pharmacokinetics integrated strategy evaluation paradigm is efficient in discovering the key pharmacological mechanism of herbal formulae.     

基于网络药理学分析芪贞元丹治疗动脉粥样硬化的作用机制*

目的: 基于网络药理学方法,探究中药复方芪贞元丹治疗动脉粥样硬化(AS)潜在的作用靶点和分子机制。方法: 查找TCMSP数据库,获得中药复方芪贞元丹中黄芪、女贞子、延胡索、丹参的活性成分和靶点,在OMIM等数据库中检索AS的靶点,使用Cytoscape绘图工具构建分子网络;检索STRING数据库并绘制PPI网络图,获取芪贞元丹治疗AS的关键靶点;并上传至Metascape数据平台对其进行GO和KEGG分析。结果: 芪贞元丹与AS有交集靶点118个,作为干预AS的作用靶点。芪贞元丹对抗AS可能与细胞因子介导、细胞因子受体结合等GO过程相关。KEGG富集结果显示155条通路与AS相关,主要涉及PI3K-Akt、HIF-1、NF-κB通路和炎症性肠病相关通路。结论: 通过网络药理学实验初步揭示芪贞元丹复方治疗AS的作用机制,复方中的槲皮素、山奈酚等活性成分作用于IL-6、PI3K-Akt等靶点,通过抗细胞凋亡、抑制氧化应激、抑制炎症反应等发挥抗AS作用,证明芪贞元丹复方治疗AS是多成分、多靶点、多途径协同作用的过程。     

基于网络药理学和分子对接技术探究清震汤治疗偏头痛的作用机制

基于网络药理学及分子对接技术探究清震汤治疗偏头痛的作用机制。利用中药系统药理学平台,结合文献报道,获取清震汤中3味中药的活性成分和作用靶点,借助UniProt数据库对靶点蛋白名称进行规范。通过DrugBank、GeneCards等数据库获取偏头痛相关靶点。运用在线Venny作图平台,得到清震汤治疗偏头痛的潜在作用靶点。通过STRING平台构建潜在靶点PPI网络,将所得蛋白互作信息导入Cytoscape 3.7.1进行图像优化及提取核心基因,运用DAVID数据库对潜在作用靶点进行富集分析,采用Cytoscape 3.7.1构建“中药-化合物-靶点-通路”调控网络并进行拓扑分析,使用Autodock软件进行分子对接验证。网络药理学分析结果显示,清震汤中治疗偏头痛可能与槲皮素、山奈酚、豆甾醇等40个化学成分有关,IL6、CXCL8、TNF、PTGS2等为关键靶点。富集分析得到GO条目436条,KEGG通路92条,主要涉及TNF信号通路,神经信号传递通路等。分子对接结果显示,上述活性成分与相关靶点具有较好的结合活性。该研究初步表明,清震汤中多种活性成分通过作用于IL6、CXCL8、TNF、PT...     

Revealing mechanism of Caulis Sargentodoxae for the treatment of ulcerative colitis based on network pharmacology approach

Objective: The traditional Chinese medicine Caulis Sargentodoxae is widely used in the treatment of ulcerative colitis (UC), but the mechanism remains unknown. The present study aims to reveal its effective components, targets and pathways through network pharmacology and bioinformatics approaches.Materials and methods: Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform (TCMSP) was used to identify effective components. The ligand-based targets prediction was achieved through SwissTargetPrediction and TargetNet. UC-related targets were identified using Gene Expression Omnibus (GEO) data and DisGeNET. The common targets of disease and components were constructed and analyzed by PPI network. Lastly, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses are used to explain the functions of these common targets. Components-Targets-Pathways network was visualized and analyzed to further reveal the connection between the components and targets.Results: Eight active components and 102 key targets were identified to play an important role in UC. These targets were related to regulation of protein serine/threonine kinase activity, positive regulation of cell motility, response to molecule of bacterial origin, response to toxic substance, ERK1 and ERK2 cascade, peptidyl-tyrosine modification, inositol lipid-mediated signaling, cellular response to drug, regulation of inflammatory response and leukocyte migration. Moreover, HIF-1 signaling pathway and PI3K-Akt signaling pathway were the key targets involved in UC-related signaling pathways.Conclusion: The eight active components of Caulis Sargentodoxae mainly play a therapeutic role for UC through synergistic regulation of HIF-1 signaling pathway and PI3K-Akt signaling pathway.     

基于网络药理学和分子对接探讨银杏叶治疗高血压病潜在作用机制

通过网络药理学和分子对接技术探讨银杏叶治疗高血压的潜在作用机制.首先,通过TCMSP、Swiss Target Prediction、Uniprot等数据库获取银杏叶的化学成分与对应靶点;运用OMIM、DrugBank及Gencards疾病数据库搜索高血压相关靶点.然后,取银杏叶对应靶点与高血压相关靶点的交集即可得到银...     

基于网络药理学和分子对接探索桑白皮治疗糖尿病周围神经病变的潜在机制

本研究运用网络药理学和分子对接方法对中药桑白皮治疗糖尿病周围神经病变(DPN)的活性成分、潜在作用靶点和信号通路进行研究,探索桑白皮治疗DPN的可能作用机制。首先从中药系统药理学数据库(TCMSP)筛选出桑白皮的活性成分及靶点基因。通过GeneCards数据库及OMIM数据库筛选出DPN的疾病靶点基因,并用Cytoscape软件构建"药物-有效成分-靶基因-疾病"中药调控网络图。将有效成分靶标与疾病靶标上传到STRING数据库,构建蛋白互作网络图(PPI),并使用R语言对得到的PPI进行核心基因的筛选。运用R语言对关键靶点进行GO富集分析和KEGG通路富集分析。其次从活性成分及靶点基因中根据degree值筛选出前3个关键成分,并将该网络中的基因靶点以degree值高低进行排序,选择前3个核心靶点,然后从RCSB数据库下载相关蛋白的结构,使用Pymol软件去除溶剂分子与配体,使用AutoDock软件进行分子对接。最后通过酶联免疫吸附实验和荧光光谱实验验证网络药理学富集分析的结果。最终预测到31个桑白皮活性成分,312个活性成分相关靶点,120个桑白皮-糖尿病周围神经病变共同有效靶点。活性...     

The potential of JAK/STAT pathway inhibition by ruxolitinib in the treatment of COVID-19

Ruxolitinib is the first approved JAK1 and JAK2 inhibitor, and is known to interfere with the JAK / STAT signaling pathway, one of the critical cellular signaling pathways involved in the inflammatory response. This review presents an overview of SARS-CoV-2 and the COVID-19 pandemic, and then focuses on the potential efficacy of ruxolitinib in this infection. The potential targets of ruxolitinib were determined by using genetic alterations that have been reported in COVID-19 patients. The potential effectiveness of ruxolitinib is suggested by evaluating the interactions of these potential targets with ruxolitinib or JAK/STAT pathway.     

基于网络药理学探讨皂角刺治疗乳痈的作用机制

摘要 目的：基于网络药理学探讨皂角刺治疗乳痈的作用机制。方法：通过建立皂角刺药物靶点数据集、乳痈相关疾病靶点数据集，构建皂角刺治疗急性乳腺炎的蛋白互作（PPI）网络，构建并分析"皂角刺活性成分-潜在靶点-急性乳腺炎"网络。开展基因本体（GO）功能富集分析和京都基因与基因组百科全书（KEGG）通路富集分析，探讨皂角刺治疗乳痈的可能机制。结果：共得到皂角刺活性成分11个，筛选出活性成分所对应的不重复靶点共97个，其中1个活性成分无对应靶点。通过搜集GeneCards 和OMIM数据库，共得到292个急性乳腺炎的相关靶点基因。将疾病靶点基因与药物活性成分所对应的靶点进行比对后，得到10个交集靶点，即皂角刺治疗急性乳腺炎的潜在靶点。皂角刺活性成分按degree值排前3名的依次为槲皮素（quercetin）、漆黄素（fisetin）、山奈酚（kaempferol），其中皂角刺治疗乳痈的靶点包括白细胞介素-6（IL-6）、表皮生长因子受体（EGFR）、酪氨酸激酶受体2（ERBB2）、细胞间黏附分子-1（ICAM1）、雌激素受体1（ESR1）等5个关键靶点，主要涉及乳腺癌疾病通路、TNF信号通路和雌激素信号通路等3条信号通路。结论：皂角刺治疗乳痈的作用机制可能与机体的炎症反应以及雌激素水平变化等密切相关。     

基于HPLC-Q-TOF-MS/MS技术的蒲公英化学成分分析及其抗癌机制的网络药理学研究

为了探究蒲公英主要成分,分析其抗癌的可能机制及作用靶点,借助HPLC-Q-TOF-MS/MS技术对蒲公英提取物进行分析,利用SwissADME、Swiss Target Prediction和GeneCards数据库获取蒲公英主要活性成分和抗癌的作用靶点,通过String在线数据库构建靶蛋白相互作用网络,并利用DVIAD在线数据库对关键靶点进行GO和KEGG富集分析。最终从蒲公英提取物中共鉴定出29个化合物,主要包括有机酸类、黄酮类等化学成分,筛选到10个活性成分,成分-疾病的共同靶点84个。网络分析显示,主要活性成分为槲皮素、木犀草素、芹菜素等,关键靶点为AKT1、EGFR、SRC、ESR1、PTGS2、MMP9、KDR、MMP2、PIK3R1,并且涉及氧化-还原、负调控凋亡、蛋白质自磷酸化、ATP结合、蛋白激酶活性、蛋白丝氨酸/苏氨酸激酶活性、酶结合等过程,和癌症通路、癌症蛋白聚糖、PI3K-Akt信号通路等通路。综上,蒲公英是通过多成分、多靶点、多途径来发挥抗癌作用的。     

CDX2 can be regulated through the signalling pathways activated by IL-6 in gastric cells

The inflammatory infiltrate of the gastric mucosa associated with Helicobacter pylori infection increases the presence of the pro-inflammatory cytokine IL-6 that activates both the SHP-2/ERK/MAPK and the JAK/STAT signalling pathways. Furthermore, the ectopic expression of CDX2 is detected in pre-neoplasic lesions associated with decreased levels of SOX2, and we found that in gastric adenocarcinomas their expression is inversely correlated. To determine the role of IL-6 in the regulation of CDX2, MKN45 that constitutively expresses p-STAT3, and NUGC-4 gastric cancer cell lines were treated with IL-6, which induced the CDX2 up-regulation and SOX2 down-regulation. ChIP assays determined that in IL-6-treated cells, c-JUN and p-STAT3 bound to CDX2 promoter in MKN45 cells whereas in NUGC-4 cells, p-STAT3 binds to and c-JUN releases from the CDX2 promoter. Specific inhibition of STAT3 and ERK1/2 phosphorylation through AG490 and U0126, respectively, and STAT3 down-regulation using shRNA verified that the SHP-2/ERK/MAPK pathway regulates the expression of CDX2 in basal conditions, and the CDX2 up-regulation by IL-6 is through the JAK/STAT pathway in NUGC-4 cells whereas in MKN45 cells both pathways contribute to the CDX2 up-regulation. In conclusion, the signalling pathways activated by IL-6 have a crucial role in the regulation of CDX2 that is a key factor in the process of gastric carcinogenesis, suggesting that the inflammatory infiltrate in the gastric mucosa is relevant in this process and a potential target for new therapeutic approaches.     

Revealing the Active Constituents and Mechanisms of Semiliquidambar cathayensis Chang Roots against Rheumatoid Arthritis through Network Pharmacology,Molecular Docking,and in Vivo Experiment

Semiliquidambar cathayensis Chang roots (SC) are traditional Chinese medicine for treating rheumatoid arthritis (RA). However, the effect and potential mechanism of SC remain unclear. This study aims to reveal the anti-RA constituents and mechanisms of SC based on network pharmacology, molecular docking, and adjuvant-induced arthritis (AIA) model rat experiment. In this work, 9 potential active constituents, including kaempferol, quercetin, naringenin, paeoniflorin, catechin, fraxin, gentianin, hesperetin, and ellagic acid 3,3′,4-trimethyl ether, in SC crossed 65 target genes of RA. In addition, 28 core targets were enriched in inflammation and others, among which interleukin-17 (IL-17) and tumor necrosis factor (TNF) were the major targets. The binding of bio-constituents with IL-17 and TNF were performed using molecular docking. Rat experiment demonstrated that the extract of SC restored body weight loss, reduced arthritis score and the indices of thymus and spleen, alleviated ankle joint histopathology, decreased the levels of rheumatoid factor (RF), C-reactive protein (CRP), IL-17, TNF-α, IL-1β, IL-6, cyclooxygenase-2 (COX-2), 5-lipoxygenase (5-LOX), and matrix metalloproteinase-2 (MMP-2), whereas elevated the levels of IL-4 and IL-10. Collectively, it was the first time to comprehensively reveal the anti-RA efficacy and mechanism of SC via suppressing the inflammatory pathway based on network pharmacology, molecular docking, and experimental verification, which provide chemical and pharmacological evidences for the clinical application of SC.     

P2RY13 Exacerbates Intestinal Inflammation by Damaging the Intestinal Mucosal Barrier via Activating IL-6/STAT3 Pathway

The pathogenesis of ulcerative colitis (UC) is unclear, while genetic factors have been confirmed to play an important role in its development. P2RY13 is a G protein-coupled receptor (GPCRs), which are involved in the pathogenesis of inflammation and immune disorders. According to GEO database analysis, we first observed that the expression of P2Y13 was increased in UC patients. Therefore, we sought to determine the role of P2Y13 in the development of colitis. Our data showed that P2RY13 was highly expressed in the inflamed intestinal tissues of UC patients. In mice, pharmacological antagonism of P2Y13 can significantly attenuate the intestinal mucosal barrier disruption. In LPS-induced NCM460 cell, knockdown or pharmacological inhibition of P2RY13 increased the expression of intestinal tight junction protein and reduced apoptosis. In addition, we found that the effect of P2Y13 on colitis is related to the activation of the IL-6/STAT3 pathway. Activation of P2Y13 increases IL-6 expression and promotes STAT3 phosphorylation and nuclear transport. Deletion of the STAT3 gene in the intestinal epithelial cells of mice significantly mitigated the exacerbation of colitis due to P2Y13 activation. Thus, P2Y13 can aggravate intestinal mucosal barrier destruction by activating the IL-6/STAT3 pathway. P2Y13 might be a potential drug target for UC.     

A combined network pharmacology and molecular biology approach to investigate the active ingredients and potential mechanisms of mulberry (Morus alba L.) leaf on obesity

BackgroundAs one of traditional Chinese medicine, mulberry leaf is abundant in diverse active ingredients and widely used for the treatment of metabolic disease and its complications. However, there are a few of reports on its application in the prevention and treatment of obesity. And the molecular mechanism on the anti-obesity of mulberry leaf are unknown till now.PurposeThe present study aimed to evaluate the potential ingredients and targets of mulberry leaf and uncover the anti-obesity mechanisms by using the network pharmacology tactics and verify its effect by biological experiments.Study designActive ingredients and key targets of mulberry leaf, genes related to obesity were screened through public database. Based on the results of network pharmacology, the flavonoids-enriched fraction of mulberry leaf (MLF) was extracted and composition of this fraction was identified. After that, HepG2 cells model of lipid accumulation was established for verifying the effect of MLF and related mechanisms.ResultsA total of 37 active ingredients in mulberry leaf, 192 predicted biological targets and 8813 obesity-related targets were determined, of which 180 overlapping targets might have obvious curative effects on obesity. The networks showed that mulberry leaf might play a role through key targets, such as AKT, MAPK and IL-6, and regulated PI3K-Akt signaling pathway. Based on HPLC-ESI-QQQ-MS analysis, 13 constituents of MLF were identified, including 9 flavonoids. Furthermore, HepG2 cells model of lipid accumulation was established. The results indicated that MLF treatment could down-regulate the secretion of inflammatory cytokines, as well as clearly inhibited lipid droplets formation and alleviated TC, TG, HDL-C and LDL-C levels. Positive effect was observed on hypolipidemic efficacy due to the regulation of PI3K/Akt/Bcl-xl pathway, as indicated by the amelioration of PI3K, Akt and Bcl-xl gene and protein expression.ConclusionThis study firstly systematically disclose the multi-ingredients, multi-targets mechanisms of mulberry leaf on obesity by using network pharmacology approach, and validate in HepG2 cells that the protective effect of MLF against obesity involved both inflammation response and lipid metabolism involving PI3K/Akt/Bcl-xl signaling pathway. It provides indications for further mechanistic research of mulberry leaf and also for the development as a potential candidate for the therapy for obese patients.     

基于网络药理学探讨“黄芪-白术-熟地黄”组方防治肾病综合征的作用机制

本研究旨在通过网络药理学方法和分子对接技术探讨黄芪-白术-熟地黄组方(HBS)治疗肾病综合征的作用机制.通过多个数据库获取肾病综合征基因并进行功能模块分解,找出肾病综合征基因参与的主要生物学过程.通过文献以及数据库查找HBS活性成分和基因靶点,筛选出HBS治疗肾病综合征的有效靶点.通过有效靶点的KEGG和GO富集分析,...     

Molecular targets and anticancer potential of evodiamine

The identification of anticancer active ingredients and their molecular targets in traditional Chinese medicine is a great challenge in modern pharmacology research. Evodiamine is one of the bioactive components isolated from the fruit of Wu-Zhu-Yu and displays significant pharmacological activities, especially anti-inflammatory, antimicrobial, regulate metabolic syndrome and neuroprotective activity. Evodiamine has attracted great interest recently for its potential anticancer activities, and has also been found to inhibit the proliferation of various cancer cells and arrest cell cycle and cell migration. In recent years, evodiamine has been found to have potential toxic effects, mainly manifested as hepatotoxicity and cardiotoxicity. However, the pharmacological and toxicological mechanism of evodiamine is not clear. In this review, we summarized the anticancer effects of evodiamine and its target molecules in vitro and in vivo, focusing on key molecules such as HIF-1α, NF-κB and STAT3, and proposed that epigenetic modifications (DNA methylation, histone acetylation and microRNA) mediate the regulation of key molecules, which are still being explored and excavate into clinical practice.     

IL-6/STAT3报告基因系统的构建及抑制IL-6/STAT3信号通路的中药单体的筛选及验证

寻找可抑制IL-6/STAT3信号通路的活化从而抑制肿瘤的生长和恶化的中药单体化合物具有重要意义及发展前景。文中通过基因重组技术构建出一种含有STAT3增强子序列和NanoLuc(NLuc)报告基因序列的新表达载体,并进一步建立受STAT3调控并稳定表达NLuc荧光素酶的细胞系,利用该细胞系定量检测多种中药单体化合物对IL-6/STAT3信号通路的调控作用,并对抑制IL-6/STAT3信号通路的中药单体的效果进行验证。酶切鉴定及测序结果表明报告基因表达载体pQCXIP-STAT3-NLuc构建成功。STAT3转录因子的刺激物白细胞介素-6(IL-6)作用于所构建的稳定表达NLuc的细胞系后出现特异性荧光素酶反应,且作用效果呈良好的剂量依赖性,表明受STAT3调控稳定表达NLuc荧光素酶的细胞系构建成功。Western blotting及Real-time PCR实验结果表明所筛选的中药单体化合物石斛碱及粉防己碱可抑制IL-6/STAT3信号通路并显著下调其下游基因Bcl-2及Bcl-x的表达,且作用呈剂量依赖性。综上所述,文中构建了可高效检测STAT3转录活性的报告基因系统,并利用该系统成功地筛选出可抑制IL-6/STAT3信号通路的中药单体化合物,具有一定的理论和应用价值。